Forest Fire Span Prediction

Objectives:

This notebook aims to explore a dataset where you could apply the knn algorithm to predict something. This kind of problems are known as regression problems and some examples related to this category of problems are to predict stock prices or predict house prices based on a serie of events.

The dataset:

The dataset choosen was the 'Forest Fire Data Set'. The aim of the data set is to predict the burned area of forest fires. We have found the data set on http://archive.ics.uci.edu/ml/datasets/Forest+Fires and the dataset is properlly referenced in 1

Data Set Characteristics	Number of Instances	Area	Attribute Characteristics	Number of Attributes	Associated Tasks	Missing Values?
Multivariate	517	Physical	Real	13	Regression	N/A

Data set abstract: This is a difficult regression task, where the aim is to predict the burned area of forest fires, in the northeast region of Portugal, by using meteorological and other data.

Participants:

Marco Olimpio - marco.olimpio at gmail
Rebecca Betwel - bekbetwel at gmail
Victor Hugo - victorhugo.automacao at gmail

Introduction
1. K Nearest Neighborhoods - KNN
2. Correlation analysis
Experiments
1. Feature Selection
Results and comparitions
Conclusion
References

1. Introduction

Forest Fire Problem

Wildfires are a constant in many countries. Problems with the enviromental impact like fauna and flora, air condition and greenhouse effect. There are not only economical problems concerned with the actions needed to extinguish this wilfires. According to the Final Report of "The Economic Effects of large Wildfires" 5, not all wildfires bring they concluded that for sme fire sizes the number of employement and wage had a increase.

Portugal and Spain Active Fires 15 - 16 October 2017. This great wildfire made 44 victims. Source: Modis By The New York Times

Structure of the FWI System and dataset

The diagram below illustrates the components of the FWI System. Calculation of the components is based on consecutive daily observations of temperature, relative humidity, wind speed, and 24-hour rainfall. The six standard components provide numeric ratings of relative potential for wildland fire.

Mon

Location
- X - X-axis spatial coordinate within the Montesinho park map: 1 to 9
- Y - Y-axis spatial coordinate within the Montesinho park map: 2 to 9
Date
- month - Month of the year: "jan" to "dec"
- day - Day of the week: "mon" to "sun"
Fire Wheater Index - FWI
- FFMC - Fine Fuel Moisture Code The Fine Fuel Moisture Code (FFMC) is a numeric rating of the moisture content of litter and other cured fine fuels. This code is an indicator of the relative ease of ignition and the flammability of fine fuel: 18.7 to 96.20
- DMC - The Duff Moisture Code (DMC) is a numeric rating of the average moisture content of loosely compacted organic layers of moderate depth. This code gives an indication of fuel consumption in moderate duff layers and medium-size woody material.: 1.1 to 291.3
- DC - The Drought Code (DC) is a numeric rating of the average moisture content of deep, compact organic layers. This code is a useful indicator of seasonal drought effects on forest fuels and the amount of smoldering in deep duff layers and large logs.: 7.9 to 860.6
- ISI - The Initial Spread Index (ISI) is a numeric rating of the expected rate of fire spread. It combines the effects of wind and the FFMC on rate of spread without the influence of variable quantities of fuel.: 0.0 to 56.10
- temp - Temperature ºC: 2.2 to 33.30
- RH - Relative Humidity in %: 15.0 to 100
- wind - Wind speed inkm/h: 0.40 to 9.40
- rain - Outside rain in mm/m2 : 0.0 to 6.4
area - The burned area of the forest (in ha): 0.00 to 1090.84

A. K-Nearest Neighborhood - KNN

This is one of the simplest algorithms to Machine Learning. It is based on distance and really simple to undestand. The hypotesis behind it is that given certain amount of data the tend to be concentrated in the same region. One of the advantages of this kind of algorithm is that it could be utilized in both regression and classification problems. To understand the concept we could start the explanation with only 1-nearest neighborhood (1-NN). The most common used metric to know how close is a certain data is the Euclidian's distance, given by:

$$ d(x_i,x_j) = \sqrt{\sum_{l = 1}^{d}{({x_i^l - x_j^l})^2}}$$

During the fit phase the algorithm

1-NN Example. Source: Facelli et al, 2011

B. Correlation Analysis

Below, we show some plots that indicates the correlation between the columns of our dataset (with the exception of the spatial ones - X and Y - and the time ones - month and day).

It can be seen that none of the columns individually has a good correlation with the output desired (area). Somo columns has a good correlation between themselfs, as DMC and DC or Relative HUmidity (RH) and Temperature. Therefore, it can be an alternative to don't use these correlated columns together, once they carry basically the same information.



In [1]:

    
# 
import numpy as np
import pandas as pd

#
%matplotlib inline
import matplotlib.pyplot as plt 
import seaborn as sns



In [3]:

    
firedb = pd.read_csv("forestfires.csv")



In [4]:

    
#plt.matshow(firedb.corr())
sns.pairplot(firedb[['FFMC','DMC','DC','ISI','temp','RH','wind','rain', 'area']])









    Out[4]:





<seaborn.axisgrid.PairGrid at 0x7f92b135e9b0>



In [6]:

    
f, ax = plt.subplots(figsize=(17,10))
corr = firedb[['FFMC','DMC','DC','ISI','temp','RH','wind','rain','area']].corr()
sns.heatmap(corr, mask=np.zeros_like(corr, dtype=np.bool), cmap=sns.diverging_palette(220, 10, as_cmap=True),
            square=True, ax=ax,annot=True)
plt.title('Correlation between different features')









    Out[6]:





<matplotlib.text.Text at 0x7f92a838d6d8>

3. Experiment

Start - Loading, Checking and Adjusting Data Set

First of all, we load our dataset and check their properties. It's possible to see that our dataset has the columns as described in the Introduction. Also, there is no null values. Basically, the only adjust made on the data, was the natural log on the 'area' column, as described in the reference paper. But the experiments made on the predictions using this adjusted area end up with same or worse results. Therefore, this results aren't object of this notebook.



In [7]:

    
firedb.columns









    Out[7]:





Index(['X', 'Y', 'month', 'day', 'FFMC', 'DMC', 'DC', 'ISI', 'temp', 'RH',
       'wind', 'rain', 'area'],
      dtype='object')

No null values.



In [8]:

    
firedb.info()









    



<class 'pandas.core.frame.DataFrame'>
RangeIndex: 517 entries, 0 to 516
Data columns (total 13 columns):
X        517 non-null int64
Y        517 non-null int64
month    517 non-null object
day      517 non-null object
FFMC     517 non-null float64
DMC      517 non-null float64
DC       517 non-null float64
ISI      517 non-null float64
temp     517 non-null float64
RH       517 non-null int64
wind     517 non-null float64
rain     517 non-null float64
area     517 non-null float64
dtypes: float64(8), int64(3), object(2)
memory usage: 52.6+ KB



In [9]:

    
firedb['area_adjusted'] = np.log(firedb['area']+1)

Experiments

This section shows how to use the K-Nearest Neighbors Regressor (KNN) to find the burned area of the forrest. Considering the relative low number of lines in the dataset and the fact there is no right way to decide which parameters to use in the KNN, we decide to test a wide range of combination. The number of K-Nearest was made from 1 to 19 and we use nine different numbers of folds for the cross-validation, in a range from 3 to 23.

We also test 20 different combinations of columns to use as the features of the model. We test all four FWI index alone and all four weather conditions alone. We test the combinations used in 1, which is the four FWI index together and the four FWI index plus the spatial variables (X and Y); and the same logic with the four weather conditions. We also also analysed the weather conditions used in each index and made some combinations with the conditions that weren't used to calculate the index. At last, we choose some combinations according to the correlation analysis of the data.

Then, with all these parameters sets, we just test the KNN model with every combination, which resulted in 6840 combinations. For every combination we used two different scores metric: mean absolute error and root mean square error. The elapsed time to run all of these experiment was about 11 minutes. A very short time to make all of these tests.

The results was saved in a .csv file in order to re-use it in the future.



In [10]:

    
from sklearn.neighbors import KNeighborsRegressor
from sklearn.metrics import mean_squared_error
from sklearn.metrics import mean_absolute_error
from sklearn.model_selection import cross_val_score, cross_val_predict, KFold
from sklearn import preprocessing, metrics
from IPython.core.display import clear_output
from time import time
import csv
from sklearn import preprocessing
from sklearn import utils
from sklearn.feature_selection import SelectKBest
from sklearn.feature_selection import chi2



In [11]:

    
hyper_params = range(1,20)
features_list = [ ['FFMC'], ['DMC'], ['DC'], ['ISI'], ['temp'], ['RH'], ['wind'], ['rain'],
                  ['X', 'Y', 'FFMC', 'DMC','DC','ISI'], ['X', 'Y', 'temp','RH','wind','rain'],
                  ['FFMC', 'DMC','DC','ISI'], ['temp','RH','wind','rain'],
                  ['DMC', 'wind'], ['DC','RH','wind'], ['FFMC', 'DMC'],
                  ['X', 'Y', 'DMC', 'wind'], ['X', 'Y', 'DC','RH','wind'], 
                  ['FFMC', 'DMC','DC','ISI', 'temp','RH','wind','rain'],
                  ['X', 'Y', 'FFMC', 'DMC','DC','ISI', 'temp','RH','wind','rain']  ]

num_folds = [3, 5, 7, 9, 10, 11, 15, 19, 23]

outputs = ['area', 'area_adjusted']



In [12]:

    
# initializing our file that will act like our database for the results

#open the file in the 'write' mode
file = open('results_db.csv','w')
writer = csv.writer(file) 

db_row = ['HYPER_PARAM', 'FEATURES', 'K_FOLDS', 'OUTPUT', 
          'AVG_RMSE', 'AVG_RMSE_%_AREA', 'STD_RMSE', 'CV_RMSE',
          'AVG_MAE', 'AVG_MAE_%_AREA', 'STD_MAE', 'CV_MAE']

#write the row mounted
writer.writerow(db_row)

#close the file
file.close()



In [13]:

    
start_time = time()

k = 0
k_total = len(hyper_params) * len(features_list) * len(num_folds) * len(outputs)

for hp in hyper_params:
    for features in features_list:
        for fold in num_folds:
            for output in outputs:
                k += 1
                
                kf = KFold(fold, shuffle=True, random_state=1)
                model = KNeighborsRegressor(n_neighbors = hp, algorithm='auto')
                
                mses = cross_val_score(model, firedb[features],
                                       firedb[output], scoring="neg_mean_squared_error", cv=kf)
                
                rmses = np.sqrt(np.absolute(mses))
                
                avg_rmse = np.mean(rmses)
                avg_rmse_per_area = avg_rmse / np.mean(firedb[output])
                
                std_rmse = np.std(rmses)
                cv_rmse = std_rmse / np.mean(firedb[output])
                                
                maes = cross_val_score(model, firedb[features],
                                       firedb[output], scoring="neg_mean_absolute_error", cv=kf)
                
                maes = np.absolute(maes)
                
                avg_mae = np.mean(maes)
                avg_mae_per_area = avg_mae / np.mean(firedb[output])
                
                std_mae = np.std(maes)
                cv_mae = std_mae / np.mean(firedb[output])
                
                
                db_row = [ hp, ', '.join(features), fold, output, 
                           avg_rmse, avg_rmse_per_area, std_rmse, cv_rmse,
                           avg_mae, avg_mae_per_area, std_mae, cv_mae ]
                
                print('ITERATION %d OF %d' % (k, k_total) )
                print( 'HP: ', hp )
                print('FEATURES: ', ', '.join(features) )
                print('FOLDS: ', fold)
                print('OUTPUT: ', output)
                print('AVG_RMSE: ', avg_rmse)
                print('AVG_RMSE_PER_AREA: ', avg_rmse_per_area)
                print('STD_RMSE: ', std_rmse)
                print('CV_RMSE: ', cv_rmse)
                print('AVG_MAE: ', avg_mae)
                print('AVG_MAE_PER_AREA: ', avg_mae_per_area)
                print('STD_MAE: ', std_mae)
                print('CV_MAE: ', cv_mae)
                print('\n\n')
                
                #clear_output(wait = True)
                
                #open the file that will act like a database in the 'append' mode
                #which allow us to append a row each time we open it
                file = open('results_db.csv','a')
                writer = csv.writer(file)                        
                #write the row mounted
                writer.writerow(db_row)

                #close the file
                file.close()

end_time = time()
elapsed_time = end_time - start_time
print('Elapsed time: ', elapsed_time)









    



ITERATION 1 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  64.2344744801
AVG_RMSE_PER_AREA:  4.99984542517
STD_RMSE:  33.7842098477
CV_RMSE:  2.62967555066
AVG_MAE:  22.5848148273
AVG_MAE_PER_AREA:  1.75794359658
STD_MAE:  6.8385228582
CV_MAE:  0.532292939332



ITERATION 2 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  2.11825422912
AVG_RMSE_PER_AREA:  1.9065752526
STD_RMSE:  0.170288076846
CV_RMSE:  0.153271042099
AVG_MAE:  1.57709168948
AVG_MAE_PER_AREA:  1.41949155343
STD_MAE:  0.144545560804
CV_MAE:  0.130100997942



ITERATION 3 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  74.6011998669
AVG_RMSE_PER_AREA:  5.8067645277
STD_RMSE:  66.2672266763
CV_RMSE:  5.15806960075
AVG_MAE:  25.3803117999
AVG_MAE_PER_AREA:  1.9755378536
STD_MAE:  20.7315633029
CV_MAE:  1.61369128923



ITERATION 4 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  2.06872145433
AVG_RMSE_PER_AREA:  1.86199233083
STD_RMSE:  0.271317219382
CV_RMSE:  0.244204255074
AVG_MAE:  1.5212854848
AVG_MAE_PER_AREA:  1.36926211103
STD_MAE:  0.210699566164
CV_MAE:  0.18964417635



ITERATION 5 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  60.5002006163
AVG_RMSE_PER_AREA:  4.709179202
STD_RMSE:  35.8103156237
CV_RMSE:  2.78738238608
AVG_MAE:  19.4241661818
AVG_MAE_PER_AREA:  1.5119268774
STD_MAE:  6.02373370784
CV_MAE:  0.46887185838



ITERATION 6 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.93788759482
AVG_RMSE_PER_AREA:  1.74423281201
STD_RMSE:  0.0862123236736
CV_RMSE:  0.0775970516315
AVG_MAE:  1.37533252145
AVG_MAE_PER_AREA:  1.2378943535
STD_MAE:  0.0925226631055
CV_MAE:  0.0832767933882



ITERATION 7 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  59.8856104375
AVG_RMSE_PER_AREA:  4.66134109141
STD_RMSE:  38.5644207764
CV_RMSE:  3.00175481085
AVG_MAE:  19.7648961484
AVG_MAE_PER_AREA:  1.53844841709
STD_MAE:  9.38553748488
CV_MAE:  0.730545972958



ITERATION 8 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.90654058556
AVG_RMSE_PER_AREA:  1.71601833649
STD_RMSE:  0.264584387411
CV_RMSE:  0.238144240822
AVG_MAE:  1.37507546556
AVG_MAE_PER_AREA:  1.23766298543
STD_MAE:  0.246083958938
CV_MAE:  0.221492576162



ITERATION 9 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  109.218741618
AVG_RMSE_PER_AREA:  8.50130447928
STD_RMSE:  69.9530524591
CV_RMSE:  5.44496475054
AVG_MAE:  31.749627451
AVG_MAE_PER_AREA:  2.471308917
STD_MAE:  17.5995336968
CV_MAE:  1.36990220207



ITERATION 10 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  2.03214672584
AVG_RMSE_PER_AREA:  1.82907254657
STD_RMSE:  0.237002567074
CV_RMSE:  0.213318695639
AVG_MAE:  1.4329498593
AVG_MAE_PER_AREA:  1.28975394096
STD_MAE:  0.188144068906
CV_MAE:  0.169342669435



ITERATION 11 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  70.8998230705
AVG_RMSE_PER_AREA:  5.51865892721
STD_RMSE:  52.1307941751
CV_RMSE:  4.05772624243
AVG_MAE:  22.0034816248
AVG_MAE_PER_AREA:  1.71269412305
STD_MAE:  12.010582352
CV_MAE:  0.934872678763



ITERATION 12 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.9474364345
AVG_RMSE_PER_AREA:  1.75282742789
STD_RMSE:  0.292202934887
CV_RMSE:  0.263002842971
AVG_MAE:  1.42591133502
AVG_MAE_PER_AREA:  1.2834187825
STD_MAE:  0.243528781474
CV_MAE:  0.219192739792



ITERATION 13 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  61.1674856746
AVG_RMSE_PER_AREA:  4.76111894577
STD_RMSE:  48.7385517792
CV_RMSE:  3.79368286445
AVG_MAE:  22.0845238095
AVG_MAE_PER_AREA:  1.71900223719
STD_MAE:  12.3426363707
CV_MAE:  0.960718905105



ITERATION 14 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.9822708606
AVG_RMSE_PER_AREA:  1.78418081967
STD_RMSE:  0.357540915275
CV_RMSE:  0.321811542489
AVG_MAE:  1.42292116351
AVG_MAE_PER_AREA:  1.28072742141
STD_MAE:  0.307111811358
CV_MAE:  0.276421862526



ITERATION 15 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  52.0107936161
AVG_RMSE_PER_AREA:  4.04838570916
STD_RMSE:  46.3558835704
CV_RMSE:  3.6082221311
AVG_MAE:  19.3374011417
AVG_MAE_PER_AREA:  1.50517331099
STD_MAE:  10.4269572866
CV_MAE:  0.811607397893



ITERATION 16 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.95823678677
AVG_RMSE_PER_AREA:  1.76254849162
STD_RMSE:  0.270015684781
CV_RMSE:  0.243032783951
AVG_MAE:  1.40710268921
AVG_MAE_PER_AREA:  1.26648970093
STD_MAE:  0.253481833071
CV_MAE:  0.228151174337



ITERATION 17 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  63.7709964245
AVG_RMSE_PER_AREA:  4.96376949157
STD_RMSE:  65.6664439519
CV_RMSE:  5.11130622671
AVG_MAE:  23.0506916996
AVG_MAE_PER_AREA:  1.79420624787
STD_MAE:  17.916777835
CV_MAE:  1.3945956656



ITERATION 18 OF 6498
HP:  1
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.88563602928
AVG_RMSE_PER_AREA:  1.69720279059
STD_RMSE:  0.431148265767
CV_RMSE:  0.388063246807
AVG_MAE:  1.36262647551
AVG_MAE_PER_AREA:  1.22645803371
STD_MAE:  0.344520776046
CV_MAE:  0.31009251703



ITERATION 19 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  102.020635179
AVG_RMSE_PER_AREA:  7.94102248367
STD_RMSE:  52.7325657184
CV_RMSE:  4.10456658357
AVG_MAE:  24.7705466685
AVG_MAE_PER_AREA:  1.92807531223
STD_MAE:  10.1738277416
CV_MAE:  0.791904448534



ITERATION 20 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.88341497187
AVG_RMSE_PER_AREA:  1.69520368537
STD_RMSE:  0.0298393766207
CV_RMSE:  0.0268575019165
AVG_MAE:  1.34381612083
AVG_MAE_PER_AREA:  1.20952741404
STD_MAE:  0.0295575529664
CV_MAE:  0.0266038411436



ITERATION 21 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  71.0874189311
AVG_RMSE_PER_AREA:  5.53326090399
STD_RMSE:  44.9835388681
CV_RMSE:  3.50140236746
AVG_MAE:  22.2207130321
AVG_MAE_PER_AREA:  1.72960285418
STD_MAE:  10.2980342399
CV_MAE:  0.801572361249



ITERATION 22 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.94993434299
AVG_RMSE_PER_AREA:  1.75507571822
STD_RMSE:  0.243912104468
CV_RMSE:  0.219537756988
AVG_MAE:  1.38874501317
AVG_MAE_PER_AREA:  1.24996652333
STD_MAE:  0.193034441735
CV_MAE:  0.173744343079



ITERATION 23 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  75.5107474164
AVG_RMSE_PER_AREA:  5.87756135745
STD_RMSE:  48.124920865
CV_RMSE:  3.74591942054
AVG_MAE:  22.6199571587
AVG_MAE_PER_AREA:  1.76067898481
STD_MAE:  11.5180616592
CV_MAE:  0.896536141376



ITERATION 24 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.90739133406
AVG_RMSE_PER_AREA:  1.71678406896
STD_RMSE:  0.245652805633
CV_RMSE:  0.221104508379
AVG_MAE:  1.3362578448
AVG_MAE_PER_AREA:  1.20272444307
STD_MAE:  0.189832275225
CV_MAE:  0.170862171837



ITERATION 25 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  83.0206936508
AVG_RMSE_PER_AREA:  6.46211615653
STD_RMSE:  54.1963434789
CV_RMSE:  4.21850326008
AVG_MAE:  25.2448245614
AVG_MAE_PER_AREA:  1.96499187724
STD_MAE:  14.7383086118
CV_MAE:  1.14719183871



ITERATION 26 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.9839230871
AVG_RMSE_PER_AREA:  1.78566793774
STD_RMSE:  0.267672402042
CV_RMSE:  0.240923667482
AVG_MAE:  1.42317683058
AVG_MAE_PER_AREA:  1.28095753945
STD_MAE:  0.210556876016
CV_MAE:  0.189515745353



ITERATION 27 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  58.5819571627
AVG_RMSE_PER_AREA:  4.55986809089
STD_RMSE:  49.2424334537
CV_RMSE:  3.83290371128
AVG_MAE:  19.8663729261
AVG_MAE_PER_AREA:  1.54634710711
STD_MAE:  11.5697242779
CV_MAE:  0.900557426044



ITERATION 28 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.8853800235
AVG_RMSE_PER_AREA:  1.69697236769
STD_RMSE:  0.18437081656
CV_RMSE:  0.165946481458
AVG_MAE:  1.35289581959
AVG_MAE_PER_AREA:  1.21769977065
STD_MAE:  0.137789981704
CV_MAE:  0.124020509702



ITERATION 29 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.3099246807
AVG_RMSE_PER_AREA:  4.14950671253
STD_RMSE:  41.7769412093
CV_RMSE:  3.25180909587
AVG_MAE:  17.9690522244
AVG_MAE_PER_AREA:  1.39866456892
STD_MAE:  7.46747601729
CV_MAE:  0.581249027173



ITERATION 30 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.83478539179
AVG_RMSE_PER_AREA:  1.65143370127
STD_RMSE:  0.182038691695
CV_RMSE:  0.163847407847
AVG_MAE:  1.30060518219
AVG_MAE_PER_AREA:  1.17063458186
STD_MAE:  0.164453388713
CV_MAE:  0.148019419396



ITERATION 31 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  59.0802855104
AVG_RMSE_PER_AREA:  4.59865668113
STD_RMSE:  51.8089371616
CV_RMSE:  4.03267372461
AVG_MAE:  19.8789568627
AVG_MAE_PER_AREA:  1.54732660821
STD_MAE:  11.0582149376
CV_MAE:  0.860742861426



ITERATION 32 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.95263524691
AVG_RMSE_PER_AREA:  1.75750671847
STD_RMSE:  0.186334684889
CV_RMSE:  0.167714098727
AVG_MAE:  1.41555622743
AVG_MAE_PER_AREA:  1.27409846977
STD_MAE:  0.173430374765
CV_MAE:  0.156099327471



ITERATION 33 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  58.0730063364
AVG_RMSE_PER_AREA:  4.52025267439
STD_RMSE:  61.3789214863
CV_RMSE:  4.77757656272
AVG_MAE:  20.776938875
AVG_MAE_PER_AREA:  1.61722320644
STD_MAE:  15.3733589278
CV_MAE:  1.19662251348



ITERATION 34 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.91150157922
AVG_RMSE_PER_AREA:  1.72048357377
STD_RMSE:  0.334937918204
CV_RMSE:  0.301467282457
AVG_MAE:  1.38255858463
AVG_MAE_PER_AREA:  1.24439830994
STD_MAE:  0.264971337621
CV_MAE:  0.238492522763



ITERATION 35 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  54.4271326277
AVG_RMSE_PER_AREA:  4.23646729075
STD_RMSE:  57.2030937611
CV_RMSE:  4.45254092856
AVG_MAE:  20.4669694106
AVG_MAE_PER_AREA:  1.59309598471
STD_MAE:  14.1640451204
CV_MAE:  1.10249265321



ITERATION 36 OF 6498
HP:  1
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.86407051607
AVG_RMSE_PER_AREA:  1.67779233776
STD_RMSE:  0.343954136986
CV_RMSE:  0.309582502702
AVG_MAE:  1.35670127946
AVG_MAE_PER_AREA:  1.22112494763
STD_MAE:  0.28946496498
CV_MAE:  0.260538480764



ITERATION 37 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  64.4013842753
AVG_RMSE_PER_AREA:  5.0128372521
STD_RMSE:  34.5806823508
CV_RMSE:  2.69167091114
AVG_MAE:  22.2577524981
AVG_MAE_PER_AREA:  1.73248591045
STD_MAE:  7.98582802779
CV_MAE:  0.621596207551



ITERATION 38 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  2.10113153679
AVG_RMSE_PER_AREA:  1.89116364572
STD_RMSE:  0.1398061759
CV_RMSE:  0.125835223869
AVG_MAE:  1.55776543869
AVG_MAE_PER_AREA:  1.40209659159
STD_MAE:  0.140315059302
CV_MAE:  0.126293254113



ITERATION 39 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.6396533195
AVG_RMSE_PER_AREA:  4.64219642522
STD_RMSE:  30.4944603692
CV_RMSE:  2.37360995639
AVG_MAE:  17.4764854369
AVG_MAE_PER_AREA:  1.36032444364
STD_MAE:  3.92692001627
CV_MAE:  0.305661301618



ITERATION 40 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.95271542309
AVG_RMSE_PER_AREA:  1.75757888259
STD_RMSE:  0.124707356453
CV_RMSE:  0.112245242503
AVG_MAE:  1.4199377526
AVG_MAE_PER_AREA:  1.27804214534
STD_MAE:  0.138264562035
CV_MAE:  0.12444766481



ITERATION 41 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  63.786621868
AVG_RMSE_PER_AREA:  4.96498573569
STD_RMSE:  32.6472546664
CV_RMSE:  2.54117789877
AVG_MAE:  19.8889839742
AVG_MAE_PER_AREA:  1.54810709264
STD_MAE:  5.86421577552
CV_MAE:  0.456455394937



ITERATION 42 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.94825758604
AVG_RMSE_PER_AREA:  1.75356652105
STD_RMSE:  0.146834083805
CV_RMSE:  0.13216082686
AVG_MAE:  1.40463605834
AVG_MAE_PER_AREA:  1.26426956261
STD_MAE:  0.170733001362
CV_MAE:  0.153671504923



ITERATION 43 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.3164200284
AVG_RMSE_PER_AREA:  4.38352453756
STD_RMSE:  40.4992368715
CV_RMSE:  3.15235589352
AVG_MAE:  19.1772070982
AVG_MAE_PER_AREA:  1.4927042208
STD_MAE:  9.00279884573
CV_MAE:  0.700754586798



ITERATION 44 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  2.0082651104
AVG_RMSE_PER_AREA:  1.80757744161
STD_RMSE:  0.203546935947
CV_RMSE:  0.183206314655
AVG_MAE:  1.43726753389
AVG_MAE_PER_AREA:  1.29364014659
STD_MAE:  0.184447355983
CV_MAE:  0.16601537223



ITERATION 45 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.9442360939
AVG_RMSE_PER_AREA:  4.0432050437
STD_RMSE:  41.8661080297
CV_RMSE:  3.25874961064
AVG_MAE:  17.3659098793
AVG_MAE_PER_AREA:  1.35171752812
STD_MAE:  7.9024197498
CV_MAE:  0.615103922832



ITERATION 46 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.9272153113
AVG_RMSE_PER_AREA:  1.73462701901
STD_RMSE:  0.149986058576
CV_RMSE:  0.134997822068
AVG_MAE:  1.39658560998
AVG_MAE_PER_AREA:  1.25702360251
STD_MAE:  0.130098202152
CV_MAE:  0.11709737633



ITERATION 47 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  61.5074027696
AVG_RMSE_PER_AREA:  4.78757721364
STD_RMSE:  43.9493818905
CV_RMSE:  3.42090626198
AVG_MAE:  19.1432495164
AVG_MAE_PER_AREA:  1.49006105043
STD_MAE:  7.77357334154
CV_MAE:  0.605074851526



ITERATION 48 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.9254315243
AVG_RMSE_PER_AREA:  1.73302148739
STD_RMSE:  0.212322212274
CV_RMSE:  0.191104670032
AVG_MAE:  1.3840489639
AVG_MAE_PER_AREA:  1.24573975431
STD_MAE:  0.205238925368
CV_MAE:  0.184729222111



ITERATION 49 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  66.8594726502
AVG_RMSE_PER_AREA:  5.20416849619
STD_RMSE:  54.8915476857
CV_RMSE:  4.27261615819
AVG_MAE:  21.5067803922
AVG_MAE_PER_AREA:  1.67403218325
STD_MAE:  11.343339871
CV_MAE:  0.882936249094



ITERATION 50 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.99828936222
AVG_RMSE_PER_AREA:  1.79859857858
STD_RMSE:  0.204351938411
CV_RMSE:  0.183930872527
AVG_MAE:  1.4568349672
AVG_MAE_PER_AREA:  1.31125218938
STD_MAE:  0.180696198559
CV_MAE:  0.162639071211



ITERATION 51 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  57.1904679741
AVG_RMSE_PER_AREA:  4.45155816993
STD_RMSE:  61.8957625936
CV_RMSE:  4.8178061383
AVG_MAE:  21.0416081871
AVG_MAE_PER_AREA:  1.63782438144
STD_MAE:  15.5444781802
CV_MAE:  1.20994199369



ITERATION 52 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.89710349859
AVG_RMSE_PER_AREA:  1.70752430578
STD_RMSE:  0.344917401601
CV_RMSE:  0.310449507451
AVG_MAE:  1.3916987881
AVG_MAE_PER_AREA:  1.25262512497
STD_MAE:  0.311176050406
CV_MAE:  0.280079958653



ITERATION 53 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.1756018394
AVG_RMSE_PER_AREA:  3.59418946725
STD_RMSE:  45.7913909274
CV_RMSE:  3.56428348318
AVG_MAE:  18.8709340093
AVG_MAE_PER_AREA:  1.46886471538
STD_MAE:  13.4990663924
CV_MAE:  1.05073242822



ITERATION 54 OF 6498
HP:  1
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.92218161213
AVG_RMSE_PER_AREA:  1.73009634175
STD_RMSE:  0.379436123942
CV_RMSE:  0.341518744023
AVG_MAE:  1.39848463919
AVG_MAE_PER_AREA:  1.2587328601
STD_MAE:  0.302770577472
CV_MAE:  0.272514451896



ITERATION 55 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.4356000266
AVG_RMSE_PER_AREA:  4.5484760298
STD_RMSE:  32.5911135187
CV_RMSE:  2.53680801697
AVG_MAE:  16.9248107945
AVG_MAE_PER_AREA:  1.31738351574
STD_MAE:  4.00750718184
CV_MAE:  0.31193399824



ITERATION 56 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.93934147863
AVG_RMSE_PER_AREA:  1.74554140795
STD_RMSE:  0.0346801342412
CV_RMSE:  0.0312145184428
AVG_MAE:  1.36587741708
AVG_MAE_PER_AREA:  1.22938410588
STD_MAE:  0.0754253375748
CV_MAE:  0.0678880183798



ITERATION 57 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  99.169342267
AVG_RMSE_PER_AREA:  7.71908521497
STD_RMSE:  40.2481171645
CV_RMSE:  3.13280938476
AVG_MAE:  26.9927662435
AVG_MAE_PER_AREA:  2.10104713874
STD_MAE:  9.48403741642
CV_MAE:  0.738212952972



ITERATION 58 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  2.0763567459
AVG_RMSE_PER_AREA:  1.86886462111
STD_RMSE:  0.213413711063
CV_RMSE:  0.192087094403
AVG_MAE:  1.48159791568
AVG_MAE_PER_AREA:  1.33354055501
STD_MAE:  0.152655942236
CV_MAE:  0.137400901945



ITERATION 59 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  93.7373393595
AVG_RMSE_PER_AREA:  7.29627215225
STD_RMSE:  46.7418028376
CV_RMSE:  3.63826108912
AVG_MAE:  23.3054828899
AVG_MAE_PER_AREA:  1.81403853541
STD_MAE:  7.37779458932
CV_MAE:  0.574268456678



ITERATION 60 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.94425876466
AVG_RMSE_PER_AREA:  1.74996730535
STD_RMSE:  0.142949919549
CV_RMSE:  0.128664810497
AVG_MAE:  1.35675523592
AVG_MAE_PER_AREA:  1.22117351217
STD_MAE:  0.11307872444
CV_MAE:  0.101778669742



ITERATION 61 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  58.1138148384
AVG_RMSE_PER_AREA:  4.52342910268
STD_RMSE:  37.2073551777
CV_RMSE:  2.89612433313
AVG_MAE:  18.1913688916
AVG_MAE_PER_AREA:  1.41596912353
STD_MAE:  6.28151068208
CV_MAE:  0.488936551612



ITERATION 62 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.94386295757
AVG_RMSE_PER_AREA:  1.7496110516
STD_RMSE:  0.234506822638
CV_RMSE:  0.211072353102
AVG_MAE:  1.4079997372
AVG_MAE_PER_AREA:  1.26729710613
STD_MAE:  0.241293335932
CV_MAE:  0.217180684255



ITERATION 63 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  56.8768910581
AVG_RMSE_PER_AREA:  4.4271501535
STD_RMSE:  40.881060904
CV_RMSE:  3.18207608906
AVG_MAE:  19.2618122172
AVG_MAE_PER_AREA:  1.49928966453
STD_MAE:  8.48339824985
CV_MAE:  0.660325787245



ITERATION 64 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.96402344623
AVG_RMSE_PER_AREA:  1.76775688519
STD_RMSE:  0.25011335572
CV_RMSE:  0.22511931184
AVG_MAE:  1.41392386654
AVG_MAE_PER_AREA:  1.27262923211
STD_MAE:  0.208863421813
CV_MAE:  0.187991519492



ITERATION 65 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  60.8980816055
AVG_RMSE_PER_AREA:  4.74014922953
STD_RMSE:  56.8965570621
CV_RMSE:  4.4286809044
AVG_MAE:  21.477040619
AVG_MAE_PER_AREA:  1.67171731619
STD_MAE:  15.2426603945
CV_MAE:  1.18644927755



ITERATION 66 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.99806418684
AVG_RMSE_PER_AREA:  1.79839590516
STD_RMSE:  0.289472994349
CV_RMSE:  0.260545707752
AVG_MAE:  1.44664897802
AVG_MAE_PER_AREA:  1.3020840949
STD_MAE:  0.24386958639
CV_MAE:  0.219499487778



ITERATION 67 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.4058673944
AVG_RMSE_PER_AREA:  3.92346240136
STD_RMSE:  46.8271070867
CV_RMSE:  3.64490095134
AVG_MAE:  18.4299002801
AVG_MAE_PER_AREA:  1.43453579013
STD_MAE:  12.9898203292
CV_MAE:  1.01109403124



ITERATION 68 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.90594702176
AVG_RMSE_PER_AREA:  1.71548408803
STD_RMSE:  0.371719832107
CV_RMSE:  0.334573547903
AVG_MAE:  1.36807853088
AVG_MAE_PER_AREA:  1.23136526048
STD_MAE:  0.350397890555
CV_MAE:  0.315382326405



ITERATION 69 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  52.6102675345
AVG_RMSE_PER_AREA:  4.09504720912
STD_RMSE:  52.9737365538
CV_RMSE:  4.12333869789
AVG_MAE:  19.1289355333
AVG_MAE_PER_AREA:  1.48894688699
STD_MAE:  13.7306568617
CV_MAE:  1.06875883161



ITERATION 70 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.90535852605
AVG_RMSE_PER_AREA:  1.71495440121
STD_RMSE:  0.317536374392
CV_RMSE:  0.285804689963
AVG_MAE:  1.37910519786
AVG_MAE_PER_AREA:  1.24129002309
STD_MAE:  0.260166018974
CV_MAE:  0.234167403763



ITERATION 71 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  54.3954154406
AVG_RMSE_PER_AREA:  4.23399850691
STD_RMSE:  63.0702686877
CV_RMSE:  4.90922665616
AVG_MAE:  22.5355026637
AVG_MAE_PER_AREA:  1.75410526526
STD_MAE:  22.3189976785
CV_MAE:  1.73725307696



ITERATION 72 OF 6498
HP:  1
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  2.01121866606
AVG_RMSE_PER_AREA:  1.8102358459
STD_RMSE:  0.457706290545
CV_RMSE:  0.411967305207
AVG_MAE:  1.46579488168
AVG_MAE_PER_AREA:  1.31931673186
STD_MAE:  0.387514866003
CV_MAE:  0.348790170406



ITERATION 73 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  88.2858295389
AVG_RMSE_PER_AREA:  6.87194072185
STD_RMSE:  14.9187119185
CV_RMSE:  1.1612339657
AVG_MAE:  22.9722391002
AVG_MAE_PER_AREA:  1.78809970037
STD_MAE:  1.63054743231
CV_MAE:  0.126917596601



ITERATION 74 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.95255330942
AVG_RMSE_PER_AREA:  1.75743296907
STD_RMSE:  0.0715810694835
CV_RMSE:  0.0644279113225
AVG_MAE:  1.39758641114
AVG_MAE_PER_AREA:  1.25792439275
STD_MAE:  0.0297372557911
CV_MAE:  0.0267655861097



ITERATION 75 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  68.9120681324
AVG_RMSE_PER_AREA:  5.36393722186
STD_RMSE:  25.4658408703
CV_RMSE:  1.98219521532
AVG_MAE:  18.69282823
AVG_MAE_PER_AREA:  1.45500142199
STD_MAE:  2.88160156576
CV_MAE:  0.224296415941



ITERATION 76 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.8474362548
AVG_RMSE_PER_AREA:  1.6628203526
STD_RMSE:  0.145185560707
CV_RMSE:  0.130677042101
AVG_MAE:  1.33404294014
AVG_MAE_PER_AREA:  1.20073087575
STD_MAE:  0.084140087822
CV_MAE:  0.0757318961002



ITERATION 77 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  68.7673495547
AVG_RMSE_PER_AREA:  5.35267270192
STD_RMSE:  33.5181624052
CV_RMSE:  2.60896710556
AVG_MAE:  21.0238742265
AVG_MAE_PER_AREA:  1.63644401579
STD_MAE:  6.32725914668
CV_MAE:  0.492497493821



ITERATION 78 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.89091659009
AVG_RMSE_PER_AREA:  1.70195566039
STD_RMSE:  0.200814101072
CV_RMSE:  0.180746574333
AVG_MAE:  1.37084804515
AVG_MAE_PER_AREA:  1.23385801479
STD_MAE:  0.168624776739
CV_MAE:  0.15177395701



ITERATION 79 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  64.873080826
AVG_RMSE_PER_AREA:  5.04955289211
STD_RMSE:  38.8221205385
CV_RMSE:  3.02181349408
AVG_MAE:  20.5526104053
AVG_MAE_PER_AREA:  1.59976205833
STD_MAE:  6.74803865548
CV_MAE:  0.525249882925



ITERATION 80 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.85587755274
AVG_RMSE_PER_AREA:  1.67041810434
STD_RMSE:  0.122847987537
CV_RMSE:  0.11057168193
AVG_MAE:  1.32978388032
AVG_MAE_PER_AREA:  1.19689742745
STD_MAE:  0.129186049752
CV_MAE:  0.116276376108



ITERATION 81 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  62.7649747113
AVG_RMSE_PER_AREA:  4.88546336232
STD_RMSE:  42.5061009692
CV_RMSE:  3.30856500645
AVG_MAE:  20.9785222474
AVG_MAE_PER_AREA:  1.63291393499
STD_MAE:  9.87037803623
CV_MAE:  0.768284707994



ITERATION 82 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.91461730417
AVG_RMSE_PER_AREA:  1.72328794162
STD_RMSE:  0.221359448372
CV_RMSE:  0.199238807313
AVG_MAE:  1.39319106075
AVG_MAE_PER_AREA:  1.25396827353
STD_MAE:  0.186026764848
CV_MAE:  0.167436949402



ITERATION 83 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  61.4211694166
AVG_RMSE_PER_AREA:  4.78086503239
STD_RMSE:  43.8398251277
CV_RMSE:  3.41237864681
AVG_MAE:  20.249729207
AVG_MAE_PER_AREA:  1.57618656891
STD_MAE:  8.65094904125
CV_MAE:  0.673367507671



ITERATION 84 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.86414200045
AVG_RMSE_PER_AREA:  1.67785667864
STD_RMSE:  0.176758089902
CV_RMSE:  0.159094501157
AVG_MAE:  1.33181149587
AVG_MAE_PER_AREA:  1.19872242163
STD_MAE:  0.1568501249
CV_MAE:  0.14117595631



ITERATION 85 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  57.3936224479
AVG_RMSE_PER_AREA:  4.46737118895
STD_RMSE:  48.7260505261
CV_RMSE:  3.79270979923
AVG_MAE:  20.4506868347
AVG_MAE_PER_AREA:  1.59182859111
STD_MAE:  11.2236653969
CV_MAE:  0.873621097433



ITERATION 86 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.8518045297
AVG_RMSE_PER_AREA:  1.66675210202
STD_RMSE:  0.245479193699
CV_RMSE:  0.220948245637
AVG_MAE:  1.33701173189
AVG_MAE_PER_AREA:  1.20340299357
STD_MAE:  0.213521279769
CV_MAE:  0.192183913676



ITERATION 87 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  59.2680941267
AVG_RMSE_PER_AREA:  4.61327521827
STD_RMSE:  49.956327458
CV_RMSE:  3.88847137492
AVG_MAE:  21.5823496241
AVG_MAE_PER_AREA:  1.67991429689
STD_MAE:  12.1719328336
CV_MAE:  0.947431783104



ITERATION 88 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.85728296266
AVG_RMSE_PER_AREA:  1.67168307044
STD_RMSE:  0.228350570592
CV_RMSE:  0.205531300646
AVG_MAE:  1.3347896955
AVG_MAE_PER_AREA:  1.20140300719
STD_MAE:  0.22100322348
CV_MAE:  0.198918180283



ITERATION 89 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  55.0563514026
AVG_RMSE_PER_AREA:  4.28544405344
STD_RMSE:  52.0222291085
CV_RMSE:  4.04927581833
AVG_MAE:  21.0248247121
AVG_MAE_PER_AREA:  1.63651799914
STD_MAE:  13.6786952807
CV_MAE:  1.06471427648



ITERATION 90 OF 6498
HP:  1
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.85259402318
AVG_RMSE_PER_AREA:  1.66746270073
STD_RMSE:  0.307863911466
CV_RMSE:  0.277098804621
AVG_MAE:  1.37867796748
AVG_MAE_PER_AREA:  1.24090548621
STD_MAE:  0.287017924576
CV_MAE:  0.258335975223



ITERATION 91 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.3894932002
AVG_RMSE_PER_AREA:  4.62272460829
STD_RMSE:  26.2896317855
CV_RMSE:  2.04631697038
AVG_MAE:  19.1971190124
AVG_MAE_PER_AREA:  1.49425411272
STD_MAE:  4.36989023286
CV_MAE:  0.340140958046



ITERATION 92 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.95387369777
AVG_RMSE_PER_AREA:  1.75862140987
STD_RMSE:  0.0832858815541
CV_RMSE:  0.0749630514032
AVG_MAE:  1.38387257148
AVG_MAE_PER_AREA:  1.24558098894
STD_MAE:  0.0526083457453
CV_MAE:  0.0473511482708



ITERATION 93 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  99.9493738077
AVG_RMSE_PER_AREA:  7.77980085344
STD_RMSE:  88.0264149175
CV_RMSE:  6.85174855841
AVG_MAE:  31.6694800224
AVG_MAE_PER_AREA:  2.46507044837
STD_MAE:  23.846023412
CV_MAE:  1.85611281216



ITERATION 94 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  2.0934958071
AVG_RMSE_PER_AREA:  1.8842909611
STD_RMSE:  0.170368021012
CV_RMSE:  0.153342997376
AVG_MAE:  1.47033673961
AVG_MAE_PER_AREA:  1.323404718
STD_MAE:  0.0885850608694
CV_MAE:  0.0797326791479



ITERATION 95 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.9668592012
AVG_RMSE_PER_AREA:  4.3563156265
STD_RMSE:  36.0818670897
CV_RMSE:  2.80851925014
AVG_MAE:  17.6276815465
AVG_MAE_PER_AREA:  1.37209315792
STD_MAE:  5.21945536484
CV_MAE:  0.406268911499



ITERATION 96 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.87693076639
AVG_RMSE_PER_AREA:  1.68936745215
STD_RMSE:  0.120174936047
CV_RMSE:  0.108165750787
AVG_MAE:  1.31086146165
AVG_MAE_PER_AREA:  1.17986594244
STD_MAE:  0.102708895293
CV_MAE:  0.0924451065867



ITERATION 97 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  83.1823484053
AVG_RMSE_PER_AREA:  6.47469894469
STD_RMSE:  81.5612604066
CV_RMSE:  6.34851764594
AVG_MAE:  27.053784029
AVG_MAE_PER_AREA:  2.10579660542
STD_MAE:  23.1190732964
CV_MAE:  1.79952889458



ITERATION 98 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  2.05624077926
AVG_RMSE_PER_AREA:  1.8507588604
STD_RMSE:  0.220904285286
CV_RMSE:  0.198829129068
AVG_MAE:  1.48892323735
AVG_MAE_PER_AREA:  1.34013385095
STD_MAE:  0.135979933205
CV_MAE:  0.122391340914



ITERATION 99 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.6581679929
AVG_RMSE_PER_AREA:  4.33228790093
STD_RMSE:  40.9749047573
CV_RMSE:  3.18938065199
AVG_MAE:  19.2365882353
AVG_MAE_PER_AREA:  1.49732629499
STD_MAE:  8.60383478707
CV_MAE:  0.669700255932



ITERATION 100 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.92146541405
AVG_RMSE_PER_AREA:  1.72945171396
STD_RMSE:  0.147659742727
CV_RMSE:  0.132903976972
AVG_MAE:  1.38363133965
AVG_MAE_PER_AREA:  1.24536386362
STD_MAE:  0.11617719453
CV_MAE:  0.104567507036



ITERATION 101 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.0548298893
AVG_RMSE_PER_AREA:  4.20748820813
STD_RMSE:  43.4940224096
CV_RMSE:  3.38546225725
AVG_MAE:  18.5581431335
AVG_MAE_PER_AREA:  1.44451788228
STD_MAE:  9.21270481622
CV_MAE:  0.717093124861



ITERATION 102 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.91870765112
AVG_RMSE_PER_AREA:  1.72696953667
STD_RMSE:  0.180147049898
CV_RMSE:  0.162144799451
AVG_MAE:  1.37005847769
AVG_MAE_PER_AREA:  1.23314734949
STD_MAE:  0.179998055427
CV_MAE:  0.162010694126



ITERATION 103 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.6161263133
AVG_RMSE_PER_AREA:  3.7841535827
STD_RMSE:  45.1558252522
CV_RMSE:  3.51481269418
AVG_MAE:  16.2075596639
AVG_MAE_PER_AREA:  1.26155454208
STD_MAE:  8.59535011474
CV_MAE:  0.669039830974



ITERATION 104 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.83741886763
AVG_RMSE_PER_AREA:  1.65380401159
STD_RMSE:  0.218728889941
CV_RMSE:  0.196871122861
AVG_MAE:  1.30350291414
AVG_MAE_PER_AREA:  1.17324274094
STD_MAE:  0.198882581418
CV_MAE:  0.179008073107



ITERATION 105 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.0143895872
AVG_RMSE_PER_AREA:  3.50380370768
STD_RMSE:  48.6048754124
CV_RMSE:  3.78327784166
AVG_MAE:  15.9289849624
AVG_MAE_PER_AREA:  1.23987100753
STD_MAE:  10.2056465414
CV_MAE:  0.794381141651



ITERATION 106 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.81020197154
AVG_RMSE_PER_AREA:  1.62930692346
STD_RMSE:  0.288505580154
CV_RMSE:  0.259674968093
AVG_MAE:  1.27282761312
AVG_MAE_PER_AREA:  1.14563284928
STD_MAE:  0.270299038476
CV_MAE:  0.243287821866



ITERATION 107 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.5412781457
AVG_RMSE_PER_AREA:  3.46697793623
STD_RMSE:  50.8210699727
CV_RMSE:  3.95578069661
AVG_MAE:  17.0194148479
AVG_MAE_PER_AREA:  1.32474725068
STD_MAE:  13.2353370525
CV_MAE:  1.03020441823



ITERATION 108 OF 6498
HP:  1
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.83790743043
AVG_RMSE_PER_AREA:  1.65424375189
STD_RMSE:  0.337095505701
CV_RMSE:  0.303409260371
AVG_MAE:  1.32037718425
AVG_MAE_PER_AREA:  1.18843075066
STD_MAE:  0.290076430309
CV_MAE:  0.261088841834



ITERATION 109 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.2358608798
AVG_RMSE_PER_AREA:  4.68860368032
STD_RMSE:  31.9821479535
CV_RMSE:  2.48940771177
AVG_MAE:  19.8781861361
AVG_MAE_PER_AREA:  1.54726661684
STD_MAE:  6.31393213511
CV_MAE:  0.491460153695



ITERATION 110 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  2.00165971608
AVG_RMSE_PER_AREA:  1.80163213005
STD_RMSE:  0.164565960612
CV_RMSE:  0.148120741888
AVG_MAE:  1.46009113675
AVG_MAE_PER_AREA:  1.31418296709
STD_MAE:  0.0844785832861
CV_MAE:  0.0760365654199



ITERATION 111 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.801590364
AVG_RMSE_PER_AREA:  4.34345152749
STD_RMSE:  33.4689806836
CV_RMSE:  2.6051389275
AVG_MAE:  15.5765800971
AVG_MAE_PER_AREA:  1.2124407239
STD_MAE:  3.75757113605
CV_MAE:  0.292479622607



ITERATION 112 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.83286871835
AVG_RMSE_PER_AREA:  1.64970856267
STD_RMSE:  0.161645042303
CV_RMSE:  0.145491713471
AVG_MAE:  1.31107049988
AVG_MAE_PER_AREA:  1.1800540913
STD_MAE:  0.223116421654
CV_MAE:  0.200820204736



ITERATION 113 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.5696508936
AVG_RMSE_PER_AREA:  4.01404830014
STD_RMSE:  39.1499436574
CV_RMSE:  3.04733039813
AVG_MAE:  14.5580832496
AVG_MAE_PER_AREA:  1.13316356246
STD_MAE:  5.61626078707
CV_MAE:  0.437155219686



ITERATION 114 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.71894317171
AVG_RMSE_PER_AREA:  1.5471676944
STD_RMSE:  0.191210356825
CV_RMSE:  0.172102540551
AVG_MAE:  1.21373099046
AVG_MAE_PER_AREA:  1.09244180322
STD_MAE:  0.175054722604
CV_MAE:  0.157561352826



ITERATION 115 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.2864480591
AVG_RMSE_PER_AREA:  3.99200452369
STD_RMSE:  39.602357284
CV_RMSE:  3.08254510517
AVG_MAE:  14.8865658399
AVG_MAE_PER_AREA:  1.15873179805
STD_MAE:  5.41966716735
CV_MAE:  0.421852880589



ITERATION 116 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.77811634643
AVG_RMSE_PER_AREA:  1.60042764261
STD_RMSE:  0.126732254738
CV_RMSE:  0.114067790952
AVG_MAE:  1.2803154874
AVG_MAE_PER_AREA:  1.15237245381
STD_MAE:  0.107110027272
CV_MAE:  0.0964064296413



ITERATION 117 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  75.6376735677
AVG_RMSE_PER_AREA:  5.88744096092
STD_RMSE:  85.4445894736
CV_RMSE:  6.65078594076
AVG_MAE:  22.7275079186
AVG_MAE_PER_AREA:  1.7690504579
STD_MAE:  24.2742740283
CV_MAE:  1.88944673295



ITERATION 118 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.81900446522
AVG_RMSE_PER_AREA:  1.63722977634
STD_RMSE:  0.229822548945
CV_RMSE:  0.206856182929
AVG_MAE:  1.32154347915
AVG_MAE_PER_AREA:  1.18948049669
STD_MAE:  0.141935060114
CV_MAE:  0.127751366843



ITERATION 119 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.579333122
AVG_RMSE_PER_AREA:  3.93696452512
STD_RMSE:  43.8733440352
CV_RMSE:  3.41498767191
AVG_MAE:  16.3434622824
AVG_MAE_PER_AREA:  1.27213285055
STD_MAE:  7.89883260941
CV_MAE:  0.614824709098



ITERATION 120 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.80623875222
AVG_RMSE_PER_AREA:  1.62573975207
STD_RMSE:  0.173770678127
CV_RMSE:  0.156405624024
AVG_MAE:  1.30320690701
AVG_MAE_PER_AREA:  1.17297631406
STD_MAE:  0.153489221918
CV_MAE:  0.138150911268



ITERATION 121 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  72.9467637708
AVG_RMSE_PER_AREA:  5.67798749927
STD_RMSE:  103.45262315
CV_RMSE:  8.05248472516
AVG_MAE:  27.4646554622
AVG_MAE_PER_AREA:  2.13777777553
STD_MAE:  43.2109618644
CV_MAE:  3.36342955622



ITERATION 122 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.96699699621
AVG_RMSE_PER_AREA:  1.77043328575
STD_RMSE:  0.413875752913
CV_RMSE:  0.372516791096
AVG_MAE:  1.44332990121
AVG_MAE_PER_AREA:  1.29909669631
STD_MAE:  0.32546300031
CV_MAE:  0.2929392013



ITERATION 123 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.2389593387
AVG_RMSE_PER_AREA:  3.67695846585
STD_RMSE:  48.5816384546
CV_RMSE:  3.78146913695
AVG_MAE:  17.6709844055
AVG_MAE_PER_AREA:  1.37546374051
STD_MAE:  11.296765786
CV_MAE:  0.879311042728



ITERATION 124 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.88187457612
AVG_RMSE_PER_AREA:  1.6938172227
STD_RMSE:  0.373844351086
CV_RMSE:  0.336485761864
AVG_MAE:  1.39526996148
AVG_MAE_PER_AREA:  1.2558394279
STD_MAE:  0.346224152704
CV_MAE:  0.311625673786



ITERATION 125 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  40.5530879774
AVG_RMSE_PER_AREA:  3.15654752438
STD_RMSE:  50.2838623274
CV_RMSE:  3.91396584236
AVG_MAE:  15.6199776594
AVG_MAE_PER_AREA:  1.21581867795
STD_MAE:  12.6157835824
CV_MAE:  0.981979977886



ITERATION 126 OF 6498
HP:  1
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.84115998896
AVG_RMSE_PER_AREA:  1.65717127944
STD_RMSE:  0.363256868946
CV_RMSE:  0.326956295968
AVG_MAE:  1.37688383397
AVG_MAE_PER_AREA:  1.23929064202
STD_MAE:  0.359211670191
CV_MAE:  0.323315337422



ITERATION 127 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.977010156
AVG_RMSE_PER_AREA:  4.27926833593
STD_RMSE:  34.2684536301
CV_RMSE:  2.66736783474
AVG_MAE:  12.8358105928
AVG_MAE_PER_AREA:  0.999106311529
STD_MAE:  4.19758381528
CV_MAE:  0.326729071973



ITERATION 128 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.7839766081
AVG_RMSE_PER_AREA:  1.60570228326
STD_RMSE:  0.0581006125433
CV_RMSE:  0.0522945680992
AVG_MAE:  1.11105819243
AVG_MAE_PER_AREA:  1.00002918666
STD_MAE:  0.0537252903184
CV_MAE:  0.0483564756071



ITERATION 129 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.9285595361
AVG_RMSE_PER_AREA:  4.27549706494
STD_RMSE:  34.2503972469
CV_RMSE:  2.66596237256
AVG_MAE:  12.8244241972
AVG_MAE_PER_AREA:  0.998220023928
STD_MAE:  4.13068771905
CV_MAE:  0.321522052792



ITERATION 130 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.78176370666
AVG_RMSE_PER_AREA:  1.60371051898
STD_RMSE:  0.0501692328014
CV_RMSE:  0.0451557779922
AVG_MAE:  1.1088149216
AVG_MAE_PER_AREA:  0.998010087827
STD_MAE:  0.0973236110356
CV_MAE:  0.0875979784408



ITERATION 131 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.4570443072
AVG_RMSE_PER_AREA:  4.00528329459
STD_RMSE:  39.443426884
CV_RMSE:  3.07017437373
AVG_MAE:  12.8425805257
AVG_MAE_PER_AREA:  0.999633265604
STD_MAE:  6.01209172101
CV_MAE:  0.467965676224



ITERATION 132 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.77977096562
AVG_RMSE_PER_AREA:  1.60191691427
STD_RMSE:  0.134527578022
CV_RMSE:  0.12108412084
AVG_MAE:  1.11069824294
AVG_MAE_PER_AREA:  0.999705207236
STD_MAE:  0.128528263623
CV_MAE:  0.115684323116



ITERATION 133 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.9711739534
AVG_RMSE_PER_AREA:  3.96746440239
STD_RMSE:  39.7537280276
CV_RMSE:  3.09432741251
AVG_MAE:  12.8168081602
AVG_MAE_PER_AREA:  0.997627211305
STD_MAE:  5.77464914679
CV_MAE:  0.449483760118



ITERATION 134 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.77543736164
AVG_RMSE_PER_AREA:  1.59801637109
STD_RMSE:  0.159767737289
CV_RMSE:  0.14380200917
AVG_MAE:  1.10899600271
AVG_MAE_PER_AREA:  0.998173073345
STD_MAE:  0.163060592961
CV_MAE:  0.146765806928



ITERATION 135 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.9129206023
AVG_RMSE_PER_AREA:  3.72941786818
STD_RMSE:  43.5570189832
CV_RMSE:  3.39036574767
AVG_MAE:  12.8292070136
AVG_MAE_PER_AREA:  0.998592305993
STD_MAE:  7.96267494655
CV_MAE:  0.619794031567



ITERATION 136 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.76888281452
AVG_RMSE_PER_AREA:  1.59211682553
STD_RMSE:  0.217627022135
CV_RMSE:  0.195879365658
AVG_MAE:  1.10833036984
AVG_MAE_PER_AREA:  0.997573957739
STD_MAE:  0.201620069795
CV_MAE:  0.181472001903



ITERATION 137 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.3383019965
AVG_RMSE_PER_AREA:  3.6846910415
STD_RMSE:  44.3653235612
CV_RMSE:  3.45328208628
AVG_MAE:  12.8430947776
AVG_MAE_PER_AREA:  0.999673293637
STD_MAE:  7.76144461781
CV_MAE:  0.604130783028



ITERATION 138 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.7725585243
AVG_RMSE_PER_AREA:  1.59542521845
STD_RMSE:  0.189226170266
CV_RMSE:  0.17031663547
AVG_MAE:  1.10879417615
AVG_MAE_PER_AREA:  0.997991415488
STD_MAE:  0.180234905318
CV_MAE:  0.162223875402



ITERATION 139 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  44.0084465661
AVG_RMSE_PER_AREA:  3.42550370363
STD_RMSE:  47.1564525254
CV_RMSE:  3.67053634881
AVG_MAE:  12.800302521
AVG_MAE_PER_AREA:  0.996342455019
STD_MAE:  9.0057935451
CV_MAE:  0.700987686455



ITERATION 140 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.7692584236
AVG_RMSE_PER_AREA:  1.59245489967
STD_RMSE:  0.216203592057
CV_RMSE:  0.194598180178
AVG_MAE:  1.10886834746
AVG_MAE_PER_AREA:  0.998058174793
STD_MAE:  0.190871091906
CV_MAE:  0.171797178668



ITERATION 141 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.3794123479
AVG_RMSE_PER_AREA:  3.22086647705
STD_RMSE:  49.8543007121
CV_RMSE:  3.88052987679
AVG_MAE:  12.819243247
AVG_MAE_PER_AREA:  0.997816752163
STD_MAE:  11.0473245792
CV_MAE:  0.859895184083



ITERATION 142 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.75399300706
AVG_RMSE_PER_AREA:  1.5787149694
STD_RMSE:  0.316332309259
CV_RMSE:  0.2847209481
AVG_MAE:  1.10879063057
AVG_MAE_PER_AREA:  0.997988224216
STD_MAE:  0.284560420372
CV_MAE:  0.256124051539



ITERATION 143 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  38.2477169474
AVG_RMSE_PER_AREA:  2.97710340359
STD_RMSE:  51.7152177157
CV_RMSE:  4.02537884524
AVG_MAE:  12.7849381337
AVG_MAE_PER_AREA:  0.995146530834
STD_MAE:  12.5519566133
CV_MAE:  0.977011851624



ITERATION 144 OF 6498
HP:  1
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.74526584638
AVG_RMSE_PER_AREA:  1.57085992143
STD_RMSE:  0.363406396007
CV_RMSE:  0.327090880661
AVG_MAE:  1.10919526284
AVG_MAE_PER_AREA:  0.998352421233
STD_MAE:  0.282784229385
CV_MAE:  0.254525356853



ITERATION 145 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  82.95845994
AVG_RMSE_PER_AREA:  6.45727204537
STD_RMSE:  30.6395354425
CV_RMSE:  2.38490222503
AVG_MAE:  20.2045384684
AVG_MAE_PER_AREA:  1.57266903865
STD_MAE:  3.66860425737
CV_MAE:  0.285554670781



ITERATION 146 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.88393284143
AVG_RMSE_PER_AREA:  1.69566980377
STD_RMSE:  0.115970138683
CV_RMSE:  0.104381142459
AVG_MAE:  1.32226291444
AVG_MAE_PER_AREA:  1.19012803819
STD_MAE:  0.109554968789
CV_MAE:  0.098607046039



ITERATION 147 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  95.2558934132
AVG_RMSE_PER_AREA:  7.4144724738
STD_RMSE:  32.0593154774
CV_RMSE:  2.49541423232
AVG_MAE:  24.2511247199
AVG_MAE_PER_AREA:  1.88764485064
STD_MAE:  6.83598224937
CV_MAE:  0.532095184909



ITERATION 148 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.96834457712
AVG_RMSE_PER_AREA:  1.77164620174
STD_RMSE:  0.117988488449
CV_RMSE:  0.106197796788
AVG_MAE:  1.37468203179
AVG_MAE_PER_AREA:  1.23730886783
STD_MAE:  0.135261522184
CV_MAE:  0.121744721328



ITERATION 149 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  88.6642498945
AVG_RMSE_PER_AREA:  6.90139598399
STD_RMSE:  47.1540191331
CV_RMSE:  3.67034693984
AVG_MAE:  23.8914785529
AVG_MAE_PER_AREA:  1.85965092281
STD_MAE:  10.0888366423
CV_MAE:  0.785288961096



ITERATION 150 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.91587451604
AVG_RMSE_PER_AREA:  1.72441951923
STD_RMSE:  0.0636558629547
CV_RMSE:  0.0572946775341
AVG_MAE:  1.31351522112
AVG_MAE_PER_AREA:  1.18225450944
STD_MAE:  0.115190342302
CV_MAE:  0.103679271805



ITERATION 151 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  83.9553332494
AVG_RMSE_PER_AREA:  6.53486608651
STD_RMSE:  54.9363385456
CV_RMSE:  4.27610256293
AVG_MAE:  23.8045580426
AVG_MAE_PER_AREA:  1.85288525501
STD_MAE:  13.2424427121
CV_MAE:  1.03075750441



ITERATION 152 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.91388070833
AVG_RMSE_PER_AREA:  1.72262495444
STD_RMSE:  0.198445034727
CV_RMSE:  0.178614250835
AVG_MAE:  1.31590571854
AVG_MAE_PER_AREA:  1.18440612238
STD_MAE:  0.153329471406
CV_MAE:  0.138007124763



ITERATION 153 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  82.6998403501
AVG_RMSE_PER_AREA:  6.43714176512
STD_RMSE:  46.1315210226
CV_RMSE:  3.59075833044
AVG_MAE:  22.3792432127
AVG_MAE_PER_AREA:  1.74194243358
STD_MAE:  7.1327406457
CV_MAE:  0.555194091256



ITERATION 154 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.92384680816
AVG_RMSE_PER_AREA:  1.7315951333
STD_RMSE:  0.183089043331
CV_RMSE:  0.164792796936
AVG_MAE:  1.33762052196
AVG_MAE_PER_AREA:  1.20395094672
STD_MAE:  0.174030242299
CV_MAE:  0.156639249723



ITERATION 155 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  79.8125075619
AVG_RMSE_PER_AREA:  6.21239924564
STD_RMSE:  60.844538807
CV_RMSE:  4.73598159652
AVG_MAE:  23.4966924565
AVG_MAE_PER_AREA:  1.82892179372
STD_MAE:  14.8893331204
CV_MAE:  1.15894719601



ITERATION 156 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.91293419742
AVG_RMSE_PER_AREA:  1.72177302919
STD_RMSE:  0.23986171713
CV_RMSE:  0.215892128358
AVG_MAE:  1.31352960083
AVG_MAE_PER_AREA:  1.18226745217
STD_MAE:  0.220025304722
CV_MAE:  0.198037985792



ITERATION 157 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  73.4728227746
AVG_RMSE_PER_AREA:  5.71893457208
STD_RMSE:  68.4274811707
CV_RMSE:  5.32621822559
AVG_MAE:  23.9337092437
AVG_MAE_PER_AREA:  1.8629380506
STD_MAE:  18.7464378752
CV_MAE:  1.45917425817



ITERATION 158 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.93690749035
AVG_RMSE_PER_AREA:  1.74335065023
STD_RMSE:  0.269115500961
CV_RMSE:  0.242222556278
AVG_MAE:  1.35085681181
AVG_MAE_PER_AREA:  1.21586452268
STD_MAE:  0.229799016251
CV_MAE:  0.206835001878



ITERATION 159 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  68.3440014031
AVG_RMSE_PER_AREA:  5.3197203763
STD_RMSE:  73.714952636
CV_RMSE:  5.7377813345
AVG_MAE:  23.7072626009
AVG_MAE_PER_AREA:  1.84531202937
STD_MAE:  21.7832732571
CV_MAE:  1.69555367302



ITERATION 160 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.8796801652
AVG_RMSE_PER_AREA:  1.69184210116
STD_RMSE:  0.311889221732
CV_RMSE:  0.280721862152
AVG_MAE:  1.30406226341
AVG_MAE_PER_AREA:  1.17374619396
STD_MAE:  0.247140078407
CV_MAE:  0.2224431567



ITERATION 161 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  68.6836495242
AVG_RMSE_PER_AREA:  5.34615770794
STD_RMSE:  72.312100254
CV_RMSE:  5.62858693194
AVG_MAE:  23.2991020794
AVG_MAE_PER_AREA:  1.81354186961
STD_MAE:  19.330074016
CV_MAE:  1.50460298646



ITERATION 162 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.86427945932
AVG_RMSE_PER_AREA:  1.67798040113
STD_RMSE:  0.409379536821
CV_RMSE:  0.368469885766
AVG_MAE:  1.30494727996
AVG_MAE_PER_AREA:  1.17454277004
STD_MAE:  0.341889564118
CV_MAE:  0.307724244385



ITERATION 163 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  78.6628347044
AVG_RMSE_PER_AREA:  6.12291168271
STD_RMSE:  29.7111636816
CV_RMSE:  2.31264016733
AVG_MAE:  19.8922406685
AVG_MAE_PER_AREA:  1.54836058531
STD_MAE:  3.74531022433
CV_MAE:  0.291525264937



ITERATION 164 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.86524402836
AVG_RMSE_PER_AREA:  1.67884857995
STD_RMSE:  0.0910410734191
CV_RMSE:  0.0819432602401
AVG_MAE:  1.28933160983
AVG_MAE_PER_AREA:  1.16048758733
STD_MAE:  0.0758746508144
CV_MAE:  0.0682924313589



ITERATION 165 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  104.062968379
AVG_RMSE_PER_AREA:  8.09999241979
STD_RMSE:  33.4051482814
CV_RMSE:  2.60017037835
AVG_MAE:  25.0941824122
AVG_MAE_PER_AREA:  1.95326628182
STD_MAE:  4.94800228747
CV_MAE:  0.385139705757



ITERATION 166 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.89934928618
AVG_RMSE_PER_AREA:  1.70954566988
STD_RMSE:  0.0874686670624
CV_RMSE:  0.0787278475392
AVG_MAE:  1.33724775087
AVG_MAE_PER_AREA:  1.20361542697
STD_MAE:  0.0441985275172
CV_MAE:  0.0397817304493



ITERATION 167 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  81.7440895041
AVG_RMSE_PER_AREA:  6.36274859022
STD_RMSE:  55.7958072286
CV_RMSE:  4.34300138319
AVG_MAE:  22.2805302269
AVG_MAE_PER_AREA:  1.73425886997
STD_MAE:  9.84470615266
CV_MAE:  0.766286474947



ITERATION 168 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.84759133741
AVG_RMSE_PER_AREA:  1.66295993767
STD_RMSE:  0.162571050152
CV_RMSE:  0.146325184554
AVG_MAE:  1.31627072759
AVG_MAE_PER_AREA:  1.18473465576
STD_MAE:  0.0902625304347
CV_MAE:  0.0812425177292



ITERATION 169 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  83.3811927334
AVG_RMSE_PER_AREA:  6.4901764731
STD_RMSE:  61.7829592165
CV_RMSE:  4.80902581506
AVG_MAE:  23.3843244606
AVG_MAE_PER_AREA:  1.82017535943
STD_MAE:  12.9608668144
CV_MAE:  1.00884036451



ITERATION 170 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.83764727638
AVG_RMSE_PER_AREA:  1.65400959526
STD_RMSE:  0.207369259433
CV_RMSE:  0.186646670051
AVG_MAE:  1.29949267376
AVG_MAE_PER_AREA:  1.16963324736
STD_MAE:  0.120652806936
CV_MAE:  0.108595867625



ITERATION 171 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  83.7077864253
AVG_RMSE_PER_AREA:  6.51559768172
STD_RMSE:  63.1454330131
CV_RMSE:  4.91507725292
AVG_MAE:  24.3150226244
AVG_MAE_PER_AREA:  1.89261849833
STD_MAE:  13.6418016479
CV_MAE:  1.06184257149



ITERATION 172 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.87187923839
AVG_RMSE_PER_AREA:  1.68482072771
STD_RMSE:  0.214877131713
CV_RMSE:  0.193404274163
AVG_MAE:  1.33521945171
AVG_MAE_PER_AREA:  1.20178981749
STD_MAE:  0.115772788401
CV_MAE:  0.104203513561



ITERATION 173 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  73.3122961216
AVG_RMSE_PER_AREA:  5.70643959242
STD_RMSE:  66.8581524873
CV_RMSE:  5.20406573813
AVG_MAE:  22.3240425532
AVG_MAE_PER_AREA:  1.73764575696
STD_MAE:  15.1330576494
CV_MAE:  1.17791808323



ITERATION 174 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.83707972997
AVG_RMSE_PER_AREA:  1.65349876425
STD_RMSE:  0.215465782152
CV_RMSE:  0.193934100254
AVG_MAE:  1.30841437386
AVG_MAE_PER_AREA:  1.17766339425
STD_MAE:  0.137695898651
CV_MAE:  0.12393582845



ITERATION 175 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  70.5013315059
AVG_RMSE_PER_AREA:  5.48764137405
STD_RMSE:  69.6159014052
CV_RMSE:  5.41872178416
AVG_MAE:  22.3281008403
AVG_MAE_PER_AREA:  1.73796164354
STD_MAE:  16.4279228653
CV_MAE:  1.27870704396



ITERATION 176 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.8203619834
AVG_RMSE_PER_AREA:  1.63845163655
STD_RMSE:  0.213246115788
CV_RMSE:  0.191936247069
AVG_MAE:  1.29755604585
AVG_MAE_PER_AREA:  1.16789014835
STD_MAE:  0.140157908256
CV_MAE:  0.126151807306



ITERATION 177 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  72.5830090329
AVG_RMSE_PER_AREA:  5.6496737709
STD_RMSE:  67.1511517298
CV_RMSE:  5.22687204166
AVG_MAE:  22.3551225285
AVG_MAE_PER_AREA:  1.74006494189
STD_MAE:  14.2278864955
CV_MAE:  1.10746190079



ITERATION 178 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.83389255766
AVG_RMSE_PER_AREA:  1.65063008883
STD_RMSE:  0.240468822563
CV_RMSE:  0.21643856522
AVG_MAE:  1.31318756847
AVG_MAE_PER_AREA:  1.1819595994
STD_MAE:  0.181168528964
CV_MAE:  0.16306420123



ITERATION 179 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  60.5691537324
AVG_RMSE_PER_AREA:  4.71454633429
STD_RMSE:  77.3786010197
CV_RMSE:  6.02295025288
AVG_MAE:  21.9045592026
AVG_MAE_PER_AREA:  1.70499425746
STD_MAE:  22.2682780029
CV_MAE:  1.73330518853



ITERATION 180 OF 6498
HP:  1
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.81864889329
AVG_RMSE_PER_AREA:  1.63690973702
STD_RMSE:  0.243620270977
CV_RMSE:  0.219275086669
AVG_MAE:  1.29935517209
AVG_MAE_PER_AREA:  1.16950948635
STD_MAE:  0.172918864395
CV_MAE:  0.155638932774



ITERATION 181 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.2277969809
AVG_RMSE_PER_AREA:  4.45446376332
STD_RMSE:  30.152338166
CV_RMSE:  2.3469800486
AVG_MAE:  20.0430835238
AVG_MAE_PER_AREA:  1.56010180318
STD_MAE:  7.45997288242
CV_MAE:  0.580665002554



ITERATION 182 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  2.02171328232
AVG_RMSE_PER_AREA:  1.81968172608
STD_RMSE:  0.149868238916
CV_RMSE:  0.134891776228
AVG_MAE:  1.46794836058
AVG_MAE_PER_AREA:  1.32125501175
STD_MAE:  0.137366731426
CV_MAE:  0.12363955519



ITERATION 183 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.6222261899
AVG_RMSE_PER_AREA:  4.3294902839
STD_RMSE:  27.7035883176
CV_RMSE:  2.15637569127
AVG_MAE:  17.0778868559
AVG_MAE_PER_AREA:  1.32929856061
STD_MAE:  4.28580070896
CV_MAE:  0.333595646906



ITERATION 184 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.8964955881
AVG_RMSE_PER_AREA:  1.70697714431
STD_RMSE:  0.140782376135
CV_RMSE:  0.126713871571
AVG_MAE:  1.34840438972
AVG_MAE_PER_AREA:  1.21365717325
STD_MAE:  0.11093732091
CV_MAE:  0.0998512585171



ITERATION 185 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  70.1823201181
AVG_RMSE_PER_AREA:  5.46281035239
STD_RMSE:  51.9262943167
CV_RMSE:  4.04180850215
AVG_MAE:  21.4081210663
AVG_MAE_PER_AREA:  1.66635279639
STD_MAE:  12.7176714778
CV_MAE:  0.989910668248



ITERATION 186 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.92479859147
AVG_RMSE_PER_AREA:  1.73245180408
STD_RMSE:  0.178644908752
CV_RMSE:  0.160792768568
AVG_MAE:  1.35020128776
AVG_MAE_PER_AREA:  1.21527450572
STD_MAE:  0.120732299077
CV_MAE:  0.108667416047



ITERATION 187 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  82.4217859417
AVG_RMSE_PER_AREA:  6.41549872884
STD_RMSE:  45.1092016093
CV_RMSE:  3.51118363036
AVG_MAE:  22.3460324662
AVG_MAE_PER_AREA:  1.73935739494
STD_MAE:  8.6701186263
CV_MAE:  0.674859618611



ITERATION 188 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.92275670272
AVG_RMSE_PER_AREA:  1.73061396304
STD_RMSE:  0.164345022335
CV_RMSE:  0.147921882164
AVG_MAE:  1.35983963931
AVG_MAE_PER_AREA:  1.22394968846
STD_MAE:  0.139559070413
CV_MAE:  0.125612811847



ITERATION 189 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  77.9478888264
AVG_RMSE_PER_AREA:  6.06726214395
STD_RMSE:  45.97564396
CV_RMSE:  3.57862526288
AVG_MAE:  21.5948491704
AVG_MAE_PER_AREA:  1.68088722926
STD_MAE:  8.36907455315
CV_MAE:  0.651427126261



ITERATION 190 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.92474092168
AVG_RMSE_PER_AREA:  1.73239989729
STD_RMSE:  0.196158016035
CV_RMSE:  0.176555775898
AVG_MAE:  1.37035234315
AVG_MAE_PER_AREA:  1.23341184872
STD_MAE:  0.153443088114
CV_MAE:  0.138109387655



ITERATION 191 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.5706627316
AVG_RMSE_PER_AREA:  3.85845222969
STD_RMSE:  37.4576916515
CV_RMSE:  2.91560987704
AVG_MAE:  16.834410058
AVG_MAE_PER_AREA:  1.31034695614
STD_MAE:  7.56846449375
CV_MAE:  0.589109709091



ITERATION 192 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.87979075161
AVG_RMSE_PER_AREA:  1.69194163657
STD_RMSE:  0.172967810448
CV_RMSE:  0.155682987605
AVG_MAE:  1.3233843565
AVG_MAE_PER_AREA:  1.19113741358
STD_MAE:  0.146307322403
CV_MAE:  0.131686705181



ITERATION 193 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  65.6475578453
AVG_RMSE_PER_AREA:  5.109836181
STD_RMSE:  53.0484238384
CV_RMSE:  4.12915216303
AVG_MAE:  20.85987507
AVG_MAE_PER_AREA:  1.62367874545
STD_MAE:  9.71556719233
CV_MAE:  0.756234632144



ITERATION 194 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.97638576612
AVG_RMSE_PER_AREA:  1.77888382777
STD_RMSE:  0.195456928336
CV_RMSE:  0.175924748499
AVG_MAE:  1.42018035998
AVG_MAE_PER_AREA:  1.27826050874
STD_MAE:  0.144695460383
CV_MAE:  0.130235917927



ITERATION 195 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  63.8466963364
AVG_RMSE_PER_AREA:  4.969661777
STD_RMSE:  68.8110513638
CV_RMSE:  5.35607433775
AVG_MAE:  22.0834447229
AVG_MAE_PER_AREA:  1.71891824388
STD_MAE:  18.3589938304
CV_MAE:  1.4290166154



ITERATION 196 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.86686373028
AVG_RMSE_PER_AREA:  1.68030642366
STD_RMSE:  0.234696998836
CV_RMSE:  0.211243524828
AVG_MAE:  1.31320327389
AVG_MAE_PER_AREA:  1.18197373537
STD_MAE:  0.198620346228
CV_MAE:  0.178772043306



ITERATION 197 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.3292678378
AVG_RMSE_PER_AREA:  3.45047560198
STD_RMSE:  49.9600010877
CV_RMSE:  3.88875732076
AVG_MAE:  17.6362055336
AVG_MAE_PER_AREA:  1.37275664303
STD_MAE:  13.4140932103
CV_MAE:  1.04411833541



ITERATION 198 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.897873178
AVG_RMSE_PER_AREA:  1.70821707046
STD_RMSE:  0.261633679803
CV_RMSE:  0.235488399977
AVG_MAE:  1.35349465347
AVG_MAE_PER_AREA:  1.21823876254
STD_MAE:  0.188749644172
CV_MAE:  0.169887729041



ITERATION 199 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.7913452041
AVG_RMSE_PER_AREA:  4.80967855866
STD_RMSE:  29.3067712345
CV_RMSE:  2.28116330474
AVG_MAE:  19.1025070574
AVG_MAE_PER_AREA:  1.48688976275
STD_MAE:  4.00475649516
CV_MAE:  0.3117198919



ITERATION 200 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.88890854032
AVG_RMSE_PER_AREA:  1.70014827677
STD_RMSE:  0.0739038802192
CV_RMSE:  0.0665186015731
AVG_MAE:  1.36393045537
AVG_MAE_PER_AREA:  1.22763170574
STD_MAE:  0.0385786941533
CV_MAE:  0.0347234918922



ITERATION 201 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  65.0868870317
AVG_RMSE_PER_AREA:  5.0661950144
STD_RMSE:  33.776096069
CV_RMSE:  2.62904399511
AVG_MAE:  19.3100733757
AVG_MAE_PER_AREA:  1.50304618833
STD_MAE:  4.73577205
CV_MAE:  0.368620252761



ITERATION 202 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.89288737675
AVG_RMSE_PER_AREA:  1.70372950464
STD_RMSE:  0.0884078518579
CV_RMSE:  0.0795731787861
AVG_MAE:  1.38403449291
AVG_MAE_PER_AREA:  1.24572672943
STD_MAE:  0.0577522083628
CV_MAE:  0.0519809802497



ITERATION 203 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  59.6361389433
AVG_RMSE_PER_AREA:  4.64192287527
STD_RMSE:  41.8280619841
CV_RMSE:  3.25578820481
AVG_MAE:  19.313180568
AVG_MAE_PER_AREA:  1.50328804415
STD_MAE:  7.55562303032
CV_MAE:  0.588110162777



ITERATION 204 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.9069688847
AVG_RMSE_PER_AREA:  1.71640383533
STD_RMSE:  0.0929468184965
CV_RMSE:  0.0836585625642
AVG_MAE:  1.38118101345
AVG_MAE_PER_AREA:  1.24315840063
STD_MAE:  0.0634293859162
CV_MAE:  0.0570908325419



ITERATION 205 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  58.7958975047
AVG_RMSE_PER_AREA:  4.576520654
STD_RMSE:  43.5147059029
CV_RMSE:  3.38707220689
AVG_MAE:  19.7107336829
AVG_MAE_PER_AREA:  1.5342325508
STD_MAE:  8.90354802242
CV_MAE:  0.693029159309



ITERATION 206 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.91251514959
AVG_RMSE_PER_AREA:  1.72139585717
STD_RMSE:  0.123682558432
CV_RMSE:  0.111322853434
AVG_MAE:  1.37913585884
AVG_MAE_PER_AREA:  1.24131762009
STD_MAE:  0.0975300260433
CV_MAE:  0.0877837662183



ITERATION 207 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  58.8543431976
AVG_RMSE_PER_AREA:  4.58106991564
STD_RMSE:  44.7271915771
CV_RMSE:  3.48144895708
AVG_MAE:  19.8564276018
AVG_MAE_PER_AREA:  1.54557298878
STD_MAE:  9.38703611626
CV_MAE:  0.73066262255



ITERATION 208 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.90761434267
AVG_RMSE_PER_AREA:  1.71698479212
STD_RMSE:  0.146208043556
CV_RMSE:  0.131597347355
AVG_MAE:  1.39828167283
AVG_MAE_PER_AREA:  1.25855017634
STD_MAE:  0.104174960027
CV_MAE:  0.0937646662037



ITERATION 209 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  57.8905662717
AVG_RMSE_PER_AREA:  4.50605201142
STD_RMSE:  46.4817507605
CV_RMSE:  3.61801930777
AVG_MAE:  20.1091295938
AVG_MAE_PER_AREA:  1.56524265852
STD_MAE:  10.2801295991
CV_MAE:  0.800178710298



ITERATION 210 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.92218079333
AVG_RMSE_PER_AREA:  1.73009560478
STD_RMSE:  0.168835040917
CV_RMSE:  0.151963209307
AVG_MAE:  1.40414414771
AVG_MAE_PER_AREA:  1.26382680904
STD_MAE:  0.154058026034
CV_MAE:  0.138662874297



ITERATION 211 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  65.3551045776
AVG_RMSE_PER_AREA:  5.08707237473
STD_RMSE:  58.2717330404
CV_RMSE:  4.53572104725
AVG_MAE:  21.2404952381
AVG_MAE_PER_AREA:  1.6533052353
STD_MAE:  13.0596510943
CV_MAE:  1.01652947746



ITERATION 212 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.91123980543
AVG_RMSE_PER_AREA:  1.72024795926
STD_RMSE:  0.22200971161
CV_RMSE:  0.199824089184
AVG_MAE:  1.39845158975
AVG_MAE_PER_AREA:  1.25870311331
STD_MAE:  0.184548080607
CV_MAE:  0.166106031355



ITERATION 213 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  63.9764361706
AVG_RMSE_PER_AREA:  4.97976039027
STD_RMSE:  59.0981138174
CV_RMSE:  4.60004439045
AVG_MAE:  20.9246999443
AVG_MAE_PER_AREA:  1.62872454607
STD_MAE:  12.8929033633
CV_MAE:  1.00355026518



ITERATION 214 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.8893214814
AVG_RMSE_PER_AREA:  1.7005199523
STD_RMSE:  0.227780718414
CV_RMSE:  0.205018394288
AVG_MAE:  1.36677980714
AVG_MAE_PER_AREA:  1.23019631932
STD_MAE:  0.180099017254
CV_MAE:  0.16210156675



ITERATION 215 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.732605133
AVG_RMSE_PER_AREA:  3.55970774892
STD_RMSE:  54.2698657438
CV_RMSE:  4.22422604309
AVG_MAE:  18.1783734319
AVG_MAE_PER_AREA:  1.41495759054
STD_MAE:  16.0940826298
CV_MAE:  1.25272178313



ITERATION 216 OF 6498
HP:  1
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.86679205756
AVG_RMSE_PER_AREA:  1.68024191326
STD_RMSE:  0.266535073298
CV_RMSE:  0.239899992982
AVG_MAE:  1.36635496207
AVG_MAE_PER_AREA:  1.22981392939
STD_MAE:  0.226195891674
CV_MAE:  0.203591940655



ITERATION 217 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  97.2124457987
AVG_RMSE_PER_AREA:  7.56676545313
STD_RMSE:  5.73075416921
CV_RMSE:  0.446067088547
AVG_MAE:  21.8245795806
AVG_MAE_PER_AREA:  1.69876885045
STD_MAE:  1.06287085377
CV_MAE:  0.0827311193677



ITERATION 218 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.92403102057
AVG_RMSE_PER_AREA:  1.7317609372
STD_RMSE:  0.0760021019662
CV_RMSE:  0.0684071462068
AVG_MAE:  1.40494140838
AVG_MAE_PER_AREA:  1.26454439875
STD_MAE:  0.0503601376712
CV_MAE:  0.0453276055734



ITERATION 219 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  95.6451502866
AVG_RMSE_PER_AREA:  7.44477122246
STD_RMSE:  37.7949593299
CV_RMSE:  2.94186192118
AVG_MAE:  23.7129215833
AVG_MAE_PER_AREA:  1.84575250993
STD_MAE:  6.40837218747
CV_MAE:  0.498811123211



ITERATION 220 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.97445040035
AVG_RMSE_PER_AREA:  1.77714186477
STD_RMSE:  0.0807669995784
CV_RMSE:  0.072695883481
AVG_MAE:  1.44065157792
AVG_MAE_PER_AREA:  1.29668602018
STD_MAE:  0.0828952486275
CV_MAE:  0.0746114547627



ITERATION 221 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  84.7695291875
AVG_RMSE_PER_AREA:  6.59824099336
STD_RMSE:  59.9697905074
CV_RMSE:  4.66789345042
AVG_MAE:  24.5416538848
AVG_MAE_PER_AREA:  1.91025888972
STD_MAE:  12.1174386063
CV_MAE:  0.943190093339



ITERATION 222 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.96340914251
AVG_RMSE_PER_AREA:  1.76720396937
STD_RMSE:  0.126150111258
CV_RMSE:  0.113543821573
AVG_MAE:  1.41798910447
AVG_MAE_PER_AREA:  1.27628822729
STD_MAE:  0.126785941907
CV_MAE:  0.114116113115



ITERATION 223 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  85.5494105632
AVG_RMSE_PER_AREA:  6.65894494338
STD_RMSE:  58.3267087927
CV_RMSE:  4.54000021768
AVG_MAE:  24.5727918935
AVG_MAE_PER_AREA:  1.91268259181
STD_MAE:  13.0842015183
CV_MAE:  1.01844041899



ITERATION 224 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.99945836242
AVG_RMSE_PER_AREA:  1.79965075957
STD_RMSE:  0.232818207895
CV_RMSE:  0.20955248309
AVG_MAE:  1.46259921592
AVG_MAE_PER_AREA:  1.31644041174
STD_MAE:  0.191695360505
CV_MAE:  0.172539077394



ITERATION 225 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  88.6688039234
AVG_RMSE_PER_AREA:  6.90175045782
STD_RMSE:  54.3349984754
CV_RMSE:  4.22929580653
AVG_MAE:  24.4728201357
AVG_MAE_PER_AREA:  1.90490104865
STD_MAE:  11.9591704954
CV_MAE:  0.930870912762



ITERATION 226 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.94228513717
AVG_RMSE_PER_AREA:  1.74819090415
STD_RMSE:  0.227701853474
CV_RMSE:  0.20494741039
AVG_MAE:  1.39553184224
AVG_MAE_PER_AREA:  1.2560751387
STD_MAE:  0.189258467561
CV_MAE:  0.170345705269



ITERATION 227 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  81.4926934444
AVG_RMSE_PER_AREA:  6.34318057087
STD_RMSE:  62.7455892144
CV_RMSE:  4.88395444536
AVG_MAE:  23.5057640232
AVG_MAE_PER_AREA:  1.82962790102
STD_MAE:  12.6243702046
CV_MAE:  0.982648338355



ITERATION 228 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.94338488712
AVG_RMSE_PER_AREA:  1.74918075514
STD_RMSE:  0.210105431721
CV_RMSE:  0.189109414276
AVG_MAE:  1.42183476233
AVG_MAE_PER_AREA:  1.27974958524
STD_MAE:  0.191609946335
CV_MAE:  0.172462198736



ITERATION 229 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  81.0256329255
AVG_RMSE_PER_AREA:  6.30682578759
STD_RMSE:  65.2710561575
CV_RMSE:  5.08053026301
AVG_MAE:  24.5270509804
AVG_MAE_PER_AREA:  1.90912223739
STD_MAE:  15.4593289068
CV_MAE:  1.20331419438



ITERATION 230 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.96152836515
AVG_RMSE_PER_AREA:  1.76551113973
STD_RMSE:  0.268847179769
CV_RMSE:  0.241981048655
AVG_MAE:  1.43213139716
AVG_MAE_PER_AREA:  1.28901726845
STD_MAE:  0.194832748578
CV_MAE:  0.175362943564



ITERATION 231 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  69.1365489751
AVG_RMSE_PER_AREA:  5.3814102303
STD_RMSE:  77.0328544963
CV_RMSE:  5.99603823738
AVG_MAE:  23.9431133389
AVG_MAE_PER_AREA:  1.86367004106
STD_MAE:  21.6901350916
CV_MAE:  1.68830403902



ITERATION 232 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.95140161279
AVG_RMSE_PER_AREA:  1.75639636249
STD_RMSE:  0.328054081547
CV_RMSE:  0.295271353549
AVG_MAE:  1.42093027295
AVG_MAE_PER_AREA:  1.27893548227
STD_MAE:  0.26874589631
CV_MAE:  0.24188988654



ITERATION 233 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  69.2608097764
AVG_RMSE_PER_AREA:  5.39108236981
STD_RMSE:  76.5800365992
CV_RMSE:  5.96079206296
AVG_MAE:  23.7445153806
AVG_MAE_PER_AREA:  1.84821168943
STD_MAE:  20.6510121746
CV_MAE:  1.60742139765



ITERATION 234 OF 6498
HP:  1
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.93777866882
AVG_RMSE_PER_AREA:  1.74413477109
STD_RMSE:  0.315725775932
CV_RMSE:  0.284175026173
AVG_MAE:  1.40214820484
AVG_MAE_PER_AREA:  1.26203032246
STD_MAE:  0.256079971784
CV_MAE:  0.230489678802



ITERATION 235 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  97.050760562
AVG_RMSE_PER_AREA:  7.55418029231
STD_RMSE:  14.5103192999
CV_RMSE:  1.1294457401
AVG_MAE:  22.4610714926
AVG_MAE_PER_AREA:  1.74831173533
STD_MAE:  3.70622370269
CV_MAE:  0.288482871145



ITERATION 236 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.9222021753
AVG_RMSE_PER_AREA:  1.73011485003
STD_RMSE:  0.0792104794698
CV_RMSE:  0.0712949077726
AVG_MAE:  1.3861649228
AVG_MAE_PER_AREA:  1.24764426361
STD_MAE:  0.0634347402364
CV_MAE:  0.0570956518002



ITERATION 237 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  86.5974425652
AVG_RMSE_PER_AREA:  6.74052104489
STD_RMSE:  49.0955306815
CV_RMSE:  3.8214691793
AVG_MAE:  24.4564613518
AVG_MAE_PER_AREA:  1.9036277232
STD_MAE:  10.8804356691
CV_MAE:  0.846904982789



ITERATION 238 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.99336334943
AVG_RMSE_PER_AREA:  1.7941648265
STD_RMSE:  0.110048399199
CV_RMSE:  0.0990511675218
AVG_MAE:  1.45213521599
AVG_MAE_PER_AREA:  1.30702208837
STD_MAE:  0.131633347867
CV_MAE:  0.118479113607



ITERATION 239 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  86.0246085229
AVG_RMSE_PER_AREA:  6.69593312401
STD_RMSE:  49.8664715747
CV_RMSE:  3.88147722527
AVG_MAE:  24.0264613635
AVG_MAE_PER_AREA:  1.87015763581
STD_MAE:  8.62604844544
CV_MAE:  0.67142930967



ITERATION 240 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.99013679271
AVG_RMSE_PER_AREA:  1.79126070238
STD_RMSE:  0.113529467244
CV_RMSE:  0.102184369428
AVG_MAE:  1.4315286208
AVG_MAE_PER_AREA:  1.28847472806
STD_MAE:  0.151810102271
CV_MAE:  0.136639587499



ITERATION 241 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  84.4366843694
AVG_RMSE_PER_AREA:  6.57233321324
STD_RMSE:  52.6251807922
CV_RMSE:  4.09620801854
AVG_MAE:  24.1703249983
AVG_MAE_PER_AREA:  1.88135560921
STD_MAE:  9.98635086196
CV_MAE:  0.777311732919



ITERATION 242 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.99164340191
AVG_RMSE_PER_AREA:  1.79261675482
STD_RMSE:  0.137670673047
CV_RMSE:  0.123913123663
AVG_MAE:  1.43921547009
AVG_MAE_PER_AREA:  1.29539342385
STD_MAE:  0.139468365168
CV_MAE:  0.125531170856



ITERATION 243 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  81.6859557956
AVG_RMSE_PER_AREA:  6.35822361264
STD_RMSE:  56.9270516169
CV_RMSE:  4.43105452171
AVG_MAE:  24.2531251885
AVG_MAE_PER_AREA:  1.88780056195
STD_MAE:  13.1117237786
CV_MAE:  1.02058268058



ITERATION 244 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.98345790783
AVG_RMSE_PER_AREA:  1.78524924425
STD_RMSE:  0.252042059177
CV_RMSE:  0.226855278293
AVG_MAE:  1.44194388253
AVG_MAE_PER_AREA:  1.29784918367
STD_MAE:  0.223667089195
CV_MAE:  0.201315843594



ITERATION 245 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  80.2645579296
AVG_RMSE_PER_AREA:  6.24758567756
STD_RMSE:  58.7153901672
CV_RMSE:  4.57025417099
AVG_MAE:  24.1288974855
AVG_MAE_PER_AREA:  1.87813099871
STD_MAE:  12.0693185392
CV_MAE:  0.939444551722



ITERATION 246 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.96590334407
AVG_RMSE_PER_AREA:  1.76944892322
STD_RMSE:  0.172046011944
CV_RMSE:  0.154853305223
AVG_MAE:  1.41644727831
AVG_MAE_PER_AREA:  1.27490047716
STD_MAE:  0.206645901314
CV_MAE:  0.185995597734



ITERATION 247 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  75.8090726759
AVG_RMSE_PER_AREA:  5.90078222438
STD_RMSE:  64.6078476054
CV_RMSE:  5.02890782394
AVG_MAE:  24.3299366947
AVG_MAE_PER_AREA:  1.893779371
STD_MAE:  14.5327962327
CV_MAE:  1.13119528644



ITERATION 248 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.99279263088
AVG_RMSE_PER_AREA:  1.79365114035
STD_RMSE:  0.198212717341
CV_RMSE:  0.178405149126
AVG_MAE:  1.44931431324
AVG_MAE_PER_AREA:  1.30448308087
STD_MAE:  0.167488739167
CV_MAE:  0.150751444655



ITERATION 249 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  70.1724013756
AVG_RMSE_PER_AREA:  5.46203830311
STD_RMSE:  70.7190700313
CV_RMSE:  5.50458957794
AVG_MAE:  24.2191255918
AVG_MAE_PER_AREA:  1.88515412123
STD_MAE:  17.9033899688
CV_MAE:  1.39355358871



ITERATION 250 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.97593623449
AVG_RMSE_PER_AREA:  1.77847921822
STD_RMSE:  0.244058998693
CV_RMSE:  0.219669971946
AVG_MAE:  1.42564817113
AVG_MAE_PER_AREA:  1.2831819168
STD_MAE:  0.243110271257
CV_MAE:  0.218816051662



ITERATION 251 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  65.2234516217
AVG_RMSE_PER_AREA:  5.07682484902
STD_RMSE:  75.5759781192
CV_RMSE:  5.88263874672
AVG_MAE:  24.6020175288
AVG_MAE_PER_AREA:  1.9149574397
STD_MAE:  22.4462901313
CV_MAE:  1.74716119239



ITERATION 252 OF 6498
HP:  1
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.98502525792
AVG_RMSE_PER_AREA:  1.78665996769
STD_RMSE:  0.335418465546
CV_RMSE:  0.301899808288
AVG_MAE:  1.44795190284
AVG_MAE_PER_AREA:  1.30325681732
STD_MAE:  0.290268432137
CV_MAE:  0.261261656754



ITERATION 253 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  101.855929051
AVG_RMSE_PER_AREA:  7.92820218451
STD_RMSE:  52.1209086222
CV_RMSE:  4.05695677655
AVG_MAE:  24.8034901644
AVG_MAE_PER_AREA:  1.93063954879
STD_MAE:  9.91237708826
CV_MAE:  0.771553805622



ITERATION 254 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.9524718097
AVG_RMSE_PER_AREA:  1.75735961369
STD_RMSE:  0.0334935079293
CV_RMSE:  0.0301464727241
AVG_MAE:  1.40985062205
AVG_MAE_PER_AREA:  1.26896303046
STD_MAE:  0.0156414462457
CV_MAE:  0.0140783829991



ITERATION 255 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  68.5085494112
AVG_RMSE_PER_AREA:  5.33252836784
STD_RMSE:  47.5453957964
CV_RMSE:  3.70081068747
AVG_MAE:  21.8871452577
AVG_MAE_PER_AREA:  1.703638801
STD_MAE:  11.3030260138
CV_MAE:  0.879798322679



ITERATION 256 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  2.00674459118
AVG_RMSE_PER_AREA:  1.80620886919
STD_RMSE:  0.258027222698
CV_RMSE:  0.232242339249
AVG_MAE:  1.42321656097
AVG_MAE_PER_AREA:  1.28099329955
STD_MAE:  0.192781424461
CV_MAE:  0.17351661004



ITERATION 257 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  73.3463175343
AVG_RMSE_PER_AREA:  5.70908773124
STD_RMSE:  50.1166435922
CV_RMSE:  3.90094996833
AVG_MAE:  22.118668747
AVG_MAE_PER_AREA:  1.72165999085
STD_MAE:  11.8724653168
CV_MAE:  0.924122005826



ITERATION 258 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.95164124061
AVG_RMSE_PER_AREA:  1.75661204408
STD_RMSE:  0.188339591519
CV_RMSE:  0.169518653304
AVG_MAE:  1.35606921144
AVG_MAE_PER_AREA:  1.22055604271
STD_MAE:  0.12635521419
CV_MAE:  0.113728428391



ITERATION 259 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  83.3885572516
AVG_RMSE_PER_AREA:  6.49074970816
STD_RMSE:  53.1423312788
CV_RMSE:  4.13646167541
AVG_MAE:  25.2980681589
AVG_MAE_PER_AREA:  1.96913622122
STD_MAE:  14.393244847
CV_MAE:  1.12033296737



ITERATION 260 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  2.04123260665
AVG_RMSE_PER_AREA:  1.83725046746
STD_RMSE:  0.222208540949
CV_RMSE:  0.200003049335
AVG_MAE:  1.45449466371
AVG_MAE_PER_AREA:  1.30914575443
STD_MAE:  0.174637902343
CV_MAE:  0.157186185773



ITERATION 261 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  57.0020484081
AVG_RMSE_PER_AREA:  4.43689207805
STD_RMSE:  49.707003447
CV_RMSE:  3.86906463849
AVG_MAE:  19.2084264706
AVG_MAE_PER_AREA:  1.49513425603
STD_MAE:  11.719332952
CV_MAE:  0.912202578446



ITERATION 262 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.89871072819
AVG_RMSE_PER_AREA:  1.70897092354
STD_RMSE:  0.151004900764
CV_RMSE:  0.135914850474
AVG_MAE:  1.34460189657
AVG_MAE_PER_AREA:  1.21023466653
STD_MAE:  0.112367968239
CV_MAE:  0.101138940022



ITERATION 263 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.8389704922
AVG_RMSE_PER_AREA:  4.11284885607
STD_RMSE:  41.7666186297
CV_RMSE:  3.25100561296
AVG_MAE:  17.9265764023
AVG_MAE_PER_AREA:  1.39535836075
STD_MAE:  7.49951432942
CV_MAE:  0.58374280656



ITERATION 264 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.89962564055
AVG_RMSE_PER_AREA:  1.70979440791
STD_RMSE:  0.188322100112
CV_RMSE:  0.169502909828
AVG_MAE:  1.34816358099
AVG_MAE_PER_AREA:  1.21344042874
STD_MAE:  0.181669831583
CV_MAE:  0.163515408245



ITERATION 265 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  58.0268243913
AVG_RMSE_PER_AREA:  4.51665799118
STD_RMSE:  51.760751699
CV_RMSE:  4.02892309278
AVG_MAE:  19.4085994398
AVG_MAE_PER_AREA:  1.51071520244
STD_MAE:  10.8454859555
CV_MAE:  0.844184587435



ITERATION 266 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.97866142002
AVG_RMSE_PER_AREA:  1.78093207361
STD_RMSE:  0.22024090897
CV_RMSE:  0.198232044521
AVG_MAE:  1.4195564771
AVG_MAE_PER_AREA:  1.27769897102
STD_MAE:  0.213960527298
CV_MAE:  0.192579266819



ITERATION 267 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  56.0448480365
AVG_RMSE_PER_AREA:  4.36238607581
STD_RMSE:  62.1152674162
CV_RMSE:  4.8348918262
AVG_MAE:  20.0204678363
AVG_MAE_PER_AREA:  1.55834145653
STD_MAE:  15.6515471984
CV_MAE:  1.21827596925



ITERATION 268 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.89474924303
AVG_RMSE_PER_AREA:  1.70540531301
STD_RMSE:  0.363669036584
CV_RMSE:  0.327327275337
AVG_MAE:  1.34115932313
AVG_MAE_PER_AREA:  1.20713611243
STD_MAE:  0.29611051194
CV_MAE:  0.266519932471



ITERATION 269 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  52.9094025849
AVG_RMSE_PER_AREA:  4.11833110807
STD_RMSE:  57.4441353534
CV_RMSE:  4.47130298292
AVG_MAE:  19.753140574
AVG_MAE_PER_AREA:  1.53753339357
STD_MAE:  14.228477742
CV_MAE:  1.10750792189



ITERATION 270 OF 6498
HP:  1
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.87047106771
AVG_RMSE_PER_AREA:  1.68355327674
STD_RMSE:  0.328113425736
CV_RMSE:  0.295324767422
AVG_MAE:  1.33351083328
AVG_MAE_PER_AREA:  1.20025194278
STD_MAE:  0.272694800826
CV_MAE:  0.245444173613



ITERATION 271 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  77.5110190422
AVG_RMSE_PER_AREA:  6.03325732941
STD_RMSE:  27.7311232519
CV_RMSE:  2.15851893937
AVG_MAE:  20.5763322803
AVG_MAE_PER_AREA:  1.60160850775
STD_MAE:  4.93631700455
CV_MAE:  0.384230153544



ITERATION 272 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.88063581752
AVG_RMSE_PER_AREA:  1.69270225431
STD_RMSE:  0.11691501967
CV_RMSE:  0.105231600672
AVG_MAE:  1.36326237646
AVG_MAE_PER_AREA:  1.22703038853
STD_MAE:  0.0987036487959
CV_MAE:  0.0888401078346



ITERATION 273 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  97.6542813024
AVG_RMSE_PER_AREA:  7.60115678643
STD_RMSE:  59.2632186324
CV_RMSE:  4.6128957224
AVG_MAE:  26.5126895071
AVG_MAE_PER_AREA:  2.06367920675
STD_MAE:  13.5300754664
CV_MAE:  1.05314609437



ITERATION 274 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.96342438261
AVG_RMSE_PER_AREA:  1.76721768652
STD_RMSE:  0.228826328248
CV_RMSE:  0.205959515428
AVG_MAE:  1.40066296528
AVG_MAE_PER_AREA:  1.26069350417
STD_MAE:  0.16772553679
CV_MAE:  0.150964578886



ITERATION 275 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  90.3618464566
AVG_RMSE_PER_AREA:  7.03353251151
STD_RMSE:  51.4478266097
CV_RMSE:  4.00456581284
AVG_MAE:  24.4938081134
AVG_MAE_PER_AREA:  1.90653469857
STD_MAE:  10.9502543511
CV_MAE:  0.852339488487



ITERATION 276 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.93678798983
AVG_RMSE_PER_AREA:  1.7432430915
STD_RMSE:  0.167783544413
CV_RMSE:  0.151016789758
AVG_MAE:  1.37901990434
AVG_MAE_PER_AREA:  1.24121325303
STD_MAE:  0.135663549927
CV_MAE:  0.122106574091



ITERATION 277 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  85.1411287069
AVG_RMSE_PER_AREA:  6.62716533924
STD_RMSE:  59.4230857146
CV_RMSE:  4.62533936276
AVG_MAE:  24.6524712644
AVG_MAE_PER_AREA:  1.91888462804
STD_MAE:  13.7767214556
CV_MAE:  1.07234438051



ITERATION 278 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.93261117393
AVG_RMSE_PER_AREA:  1.73948366842
STD_RMSE:  0.224882993195
CV_RMSE:  0.202410241256
AVG_MAE:  1.37747886903
AVG_MAE_PER_AREA:  1.2398262147
STD_MAE:  0.161705035512
CV_MAE:  0.145545711506



ITERATION 279 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  83.3107897697
AVG_RMSE_PER_AREA:  6.48469648842
STD_RMSE:  63.0607703426
CV_RMSE:  4.90848732953
AVG_MAE:  24.9790595777
AVG_MAE_PER_AREA:  1.944305418
STD_MAE:  14.9528984897
CV_MAE:  1.16389496002



ITERATION 280 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.94962853672
AVG_RMSE_PER_AREA:  1.75480047144
STD_RMSE:  0.234896929065
CV_RMSE:  0.211423475856
AVG_MAE:  1.38396171788
AVG_MAE_PER_AREA:  1.24566122687
STD_MAE:  0.167481994779
CV_MAE:  0.150745374239



ITERATION 281 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  80.3562049563
AVG_RMSE_PER_AREA:  6.25471924517
STD_RMSE:  66.0131664749
CV_RMSE:  5.1382942115
AVG_MAE:  24.4307736944
AVG_MAE_PER_AREA:  1.90162826236
STD_MAE:  16.0640350284
CV_MAE:  1.25038295552



ITERATION 282 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.90748402226
AVG_RMSE_PER_AREA:  1.71686749474
STD_RMSE:  0.250543368832
CV_RMSE:  0.22550635337
AVG_MAE:  1.35145310219
AVG_MAE_PER_AREA:  1.21640122525
STD_MAE:  0.18786733073
CV_MAE:  0.169093585944



ITERATION 283 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  74.2751687315
AVG_RMSE_PER_AREA:  5.78138710702
STD_RMSE:  72.2880054656
CV_RMSE:  5.62671145591
AVG_MAE:  24.3420218487
AVG_MAE_PER_AREA:  1.89472004815
STD_MAE:  19.693031692
CV_MAE:  1.53285467359



ITERATION 284 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.8907853765
AVG_RMSE_PER_AREA:  1.70183755909
STD_RMSE:  0.273478456561
CV_RMSE:  0.246149517953
AVG_MAE:  1.33896702292
AVG_MAE_PER_AREA:  1.20516289068
STD_MAE:  0.180944280753
CV_MAE:  0.162862362337



ITERATION 285 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  70.2026096986
AVG_RMSE_PER_AREA:  5.46438964087
STD_RMSE:  77.1590907936
CV_RMSE:  6.0058641444
AVG_MAE:  24.6292328042
AVG_MAE_PER_AREA:  1.91707580638
STD_MAE:  23.120117543
CV_MAE:  1.79961017603



ITERATION 286 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.89019299185
AVG_RMSE_PER_AREA:  1.70130437196
STD_RMSE:  0.349897210294
CV_RMSE:  0.314931679556
AVG_MAE:  1.34596647042
AVG_MAE_PER_AREA:  1.21146287733
STD_MAE:  0.261487558404
CV_MAE:  0.235356880615



ITERATION 287 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  71.5680659721
AVG_RMSE_PER_AREA:  5.57067322703
STD_RMSE:  74.772723287
CV_RMSE:  5.82011546727
AVG_MAE:  24.5303531535
AVG_MAE_PER_AREA:  1.90937927001
STD_MAE:  19.2199816539
CV_MAE:  1.49603368163



ITERATION 288 OF 6498
HP:  1
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.90547873828
AVG_RMSE_PER_AREA:  1.71506260053
STD_RMSE:  0.346729046288
CV_RMSE:  0.312080112918
AVG_MAE:  1.36347359751
AVG_MAE_PER_AREA:  1.22722050208
STD_MAE:  0.287503523055
CV_MAE:  0.258773047427



ITERATION 289 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  82.580856825
AVG_RMSE_PER_AREA:  6.42788039513
STD_RMSE:  31.9417612106
CV_RMSE:  2.48626411211
AVG_MAE:  20.783145024
AVG_MAE_PER_AREA:  1.61770627704
STD_MAE:  5.35807915518
CV_MAE:  0.417059028949



ITERATION 290 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.86634398178
AVG_RMSE_PER_AREA:  1.67983861408
STD_RMSE:  0.0896941202612
CV_RMSE:  0.0807309092758
AVG_MAE:  1.35742059892
AVG_MAE_PER_AREA:  1.22177238487
STD_MAE:  0.0787510235339
CV_MAE:  0.0708813656656



ITERATION 291 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  78.2379955787
AVG_RMSE_PER_AREA:  6.08984330352
STD_RMSE:  44.1076867306
CV_RMSE:  3.43322830146
AVG_MAE:  21.9936153846
AVG_MAE_PER_AREA:  1.71192616042
STD_MAE:  8.58912790144
CV_MAE:  0.668555509977



ITERATION 292 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.95330479003
AVG_RMSE_PER_AREA:  1.75810935357
STD_RMSE:  0.142733646951
CV_RMSE:  0.128470150207
AVG_MAE:  1.44081050324
AVG_MAE_PER_AREA:  1.29682906396
STD_MAE:  0.16243266805
CV_MAE:  0.146200631095



ITERATION 293 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  74.9291149027
AVG_RMSE_PER_AREA:  5.83228858631
STD_RMSE:  48.9124826083
CV_RMSE:  3.80722119052
AVG_MAE:  21.0134452848
AVG_MAE_PER_AREA:  1.63563225394
STD_MAE:  8.04939129727
CV_MAE:  0.626543808115



ITERATION 294 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.89425695085
AVG_RMSE_PER_AREA:  1.70496221601
STD_RMSE:  0.124398988155
CV_RMSE:  0.111967689715
AVG_MAE:  1.37471462267
AVG_MAE_PER_AREA:  1.23733820187
STD_MAE:  0.150031135976
CV_MAE:  0.135038394844



ITERATION 295 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  63.741432894
AVG_RMSE_PER_AREA:  4.96146834279
STD_RMSE:  40.3547399415
CV_RMSE:  3.14110862606
AVG_MAE:  19.0262640317
AVG_MAE_PER_AREA:  1.48095520275
STD_MAE:  7.56643042061
CV_MAE:  0.588951382097



ITERATION 296 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.88736459568
AVG_RMSE_PER_AREA:  1.69875861986
STD_RMSE:  0.141440087771
CV_RMSE:  0.127305857514
AVG_MAE:  1.38572352875
AVG_MAE_PER_AREA:  1.24724697845
STD_MAE:  0.143052815229
CV_MAE:  0.128757423722



ITERATION 297 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  63.0150135118
AVG_RMSE_PER_AREA:  4.90492573612
STD_RMSE:  41.6917719464
CV_RMSE:  3.24517974064
AVG_MAE:  19.4983778281
AVG_MAE_PER_AREA:  1.51770332007
STD_MAE:  7.58456028854
CV_MAE:  0.590362564145



ITERATION 298 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.89876453943
AVG_RMSE_PER_AREA:  1.70901935738
STD_RMSE:  0.216304373919
CV_RMSE:  0.194688890821
AVG_MAE:  1.40848439464
AVG_MAE_PER_AREA:  1.26773333134
STD_MAE:  0.238849340879
CV_MAE:  0.21498091974



ITERATION 299 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  72.597430546
AVG_RMSE_PER_AREA:  5.6507963042
STD_RMSE:  52.4649592869
CV_RMSE:  4.0837367908
AVG_MAE:  21.2857833656
AVG_MAE_PER_AREA:  1.65683034605
STD_MAE:  10.7807706024
CV_MAE:  0.839147311662



ITERATION 300 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.91767225146
AVG_RMSE_PER_AREA:  1.72603760539
STD_RMSE:  0.205367466032
CV_RMSE:  0.184844917595
AVG_MAE:  1.40774964011
AVG_MAE_PER_AREA:  1.26707200147
STD_MAE:  0.253755208345
CV_MAE:  0.228397230983



ITERATION 301 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  57.0870464347
AVG_RMSE_PER_AREA:  4.44350810469
STD_RMSE:  49.3529396796
CV_RMSE:  3.84150523021
AVG_MAE:  19.1918302521
AVG_MAE_PER_AREA:  1.49384244929
STD_MAE:  10.8008163017
CV_MAE:  0.840707617074



ITERATION 302 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.90861204193
AVG_RMSE_PER_AREA:  1.71788279044
STD_RMSE:  0.17667013917
CV_RMSE:  0.159015339418
AVG_MAE:  1.40834174575
AVG_MAE_PER_AREA:  1.26760493747
STD_MAE:  0.195286421721
CV_MAE:  0.175771280758



ITERATION 303 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  53.6681190749
AVG_RMSE_PER_AREA:  4.17738763811
STD_RMSE:  53.2177335541
CV_RMSE:  4.14233079357
AVG_MAE:  19.2979915065
AVG_MAE_PER_AREA:  1.50210576688
STD_MAE:  12.6012852126
CV_MAE:  0.98085146226



ITERATION 304 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.89485081405
AVG_RMSE_PER_AREA:  1.70549673396
STD_RMSE:  0.257484820291
CV_RMSE:  0.231754139584
AVG_MAE:  1.40358684226
AVG_MAE_PER_AREA:  1.2633251956
STD_MAE:  0.270604153493
CV_MAE:  0.243562446476



ITERATION 305 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  51.8289649089
AVG_RMSE_PER_AREA:  4.03423263268
STD_RMSE:  55.0174968692
CV_RMSE:  4.28241971701
AVG_MAE:  19.4613937103
AVG_MAE_PER_AREA:  1.51482457196
STD_MAE:  14.3870871834
CV_MAE:  1.11985367075



ITERATION 306 OF 6498
HP:  1
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.9040406729
AVG_RMSE_PER_AREA:  1.71376824227
STD_RMSE:  0.272945163406
CV_RMSE:  0.245669517244
AVG_MAE:  1.40672224853
AVG_MAE_PER_AREA:  1.26614727801
STD_MAE:  0.273987565716
CV_MAE:  0.24660775139



ITERATION 307 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  78.4448268964
AVG_RMSE_PER_AREA:  6.10594251856
STD_RMSE:  29.2921367882
CV_RMSE:  2.28002419727
AVG_MAE:  19.9622309226
AVG_MAE_PER_AREA:  1.55380844573
STD_MAE:  4.5118390906
CV_MAE:  0.351189890145



ITERATION 308 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.92132321593
AVG_RMSE_PER_AREA:  1.72932372583
STD_RMSE:  0.112248767537
CV_RMSE:  0.101031651149
AVG_MAE:  1.35012846022
AVG_MAE_PER_AREA:  1.2152089559
STD_MAE:  0.073248246255
CV_MAE:  0.0659284856779



ITERATION 309 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  83.017618561
AVG_RMSE_PER_AREA:  6.46187679949
STD_RMSE:  44.1987516435
CV_RMSE:  3.44031655885
AVG_MAE:  22.9058144137
AVG_MAE_PER_AREA:  1.7829293745
STD_MAE:  8.67407367062
CV_MAE:  0.675167469036



ITERATION 310 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.98324747256
AVG_RMSE_PER_AREA:  1.78505983795
STD_RMSE:  0.154903503566
CV_RMSE:  0.139423862528
AVG_MAE:  1.42739540987
AVG_MAE_PER_AREA:  1.28475455247
STD_MAE:  0.144271726607
CV_MAE:  0.129854528233



ITERATION 311 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  78.6567052946
AVG_RMSE_PER_AREA:  6.1224345853
STD_RMSE:  51.2239291332
CV_RMSE:  3.98713821213
AVG_MAE:  22.244883641
AVG_MAE_PER_AREA:  1.73148423188
STD_MAE:  9.08881683775
CV_MAE:  0.70745000491



ITERATION 312 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.94808536625
AVG_RMSE_PER_AREA:  1.75341151132
STD_RMSE:  0.120142366437
CV_RMSE:  0.108136435887
AVG_MAE:  1.38164216189
AVG_MAE_PER_AREA:  1.24357346611
STD_MAE:  0.143806463765
CV_MAE:  0.129435759508



ITERATION 313 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  71.1753646236
AVG_RMSE_PER_AREA:  5.54010636933
STD_RMSE:  45.8387306638
CV_RMSE:  3.56796828587
AVG_MAE:  20.8412922632
AVG_MAE_PER_AREA:  1.62223230781
STD_MAE:  7.87358732969
CV_MAE:  0.612859681792



ITERATION 314 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.96776116202
AVG_RMSE_PER_AREA:  1.77112108781
STD_RMSE:  0.152109742221
CV_RMSE:  0.13690928417
AVG_MAE:  1.3957586106
AVG_MAE_PER_AREA:  1.2562792459
STD_MAE:  0.127832926283
CV_MAE:  0.115058471437



ITERATION 315 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  67.787937024
AVG_RMSE_PER_AREA:  5.27643776265
STD_RMSE:  50.7533342208
CV_RMSE:  3.9505083208
AVG_MAE:  20.679311086
AVG_MAE_PER_AREA:  1.60962411175
STD_MAE:  10.1081581951
CV_MAE:  0.786792900817



ITERATION 316 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.95416316261
AVG_RMSE_PER_AREA:  1.75888194824
STD_RMSE:  0.206871197631
CV_RMSE:  0.186198379995
AVG_MAE:  1.38985243194
AVG_MAE_PER_AREA:  1.25096327678
STD_MAE:  0.179428841775
CV_MAE:  0.161498362486



ITERATION 317 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  67.074962367
AVG_RMSE_PER_AREA:  5.22094165864
STD_RMSE:  51.5812048753
CV_RMSE:  4.01494763221
AVG_MAE:  20.5869052224
AVG_MAE_PER_AREA:  1.60243147823
STD_MAE:  10.0901371555
CV_MAE:  0.785390189683



ITERATION 318 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.95031711525
AVG_RMSE_PER_AREA:  1.75542023972
STD_RMSE:  0.175562941391
CV_RMSE:  0.158018784869
AVG_MAE:  1.37106636987
AVG_MAE_PER_AREA:  1.23405452213
STD_MAE:  0.170739500253
CV_MAE:  0.153677354375



ITERATION 319 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  62.8066813843
AVG_RMSE_PER_AREA:  4.88870970193
STD_RMSE:  56.4258588549
CV_RMSE:  4.39204297287
AVG_MAE:  20.4683630252
AVG_MAE_PER_AREA:  1.59320446007
STD_MAE:  12.0470719476
CV_MAE:  0.937712934544



ITERATION 320 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.94483145513
AVG_RMSE_PER_AREA:  1.75048276636
STD_RMSE:  0.180627517813
CV_RMSE:  0.162577253791
AVG_MAE:  1.37306170567
AVG_MAE_PER_AREA:  1.2358504623
STD_MAE:  0.185491868369
CV_MAE:  0.16695550559



ITERATION 321 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  59.8151629863
AVG_RMSE_PER_AREA:  4.65585764394
STD_RMSE:  59.6730689581
CV_RMSE:  4.64479741215
AVG_MAE:  20.2538352827
AVG_MAE_PER_AREA:  1.57650617522
STD_MAE:  13.4657991894
CV_MAE:  1.04814299515



ITERATION 322 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.92231031263
AVG_RMSE_PER_AREA:  1.7302121811
STD_RMSE:  0.236581290003
CV_RMSE:  0.212939517149
AVG_MAE:  1.35151580085
AVG_MAE_PER_AREA:  1.21645765838
STD_MAE:  0.21370247216
CV_MAE:  0.192346999354



ITERATION 323 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  55.0014680217
AVG_RMSE_PER_AREA:  4.28117207296
STD_RMSE:  64.1024759425
CV_RMSE:  4.98957100026
AVG_MAE:  20.4597697199
AVG_MAE_PER_AREA:  1.5925355794
STD_MAE:  17.8256546
CV_MAE:  1.38750286857



ITERATION 324 OF 6498
HP:  1
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.9073306668
AVG_RMSE_PER_AREA:  1.71672946423
STD_RMSE:  0.313269292283
CV_RMSE:  0.281964021059
AVG_MAE:  1.34502237954
AVG_MAE_PER_AREA:  1.21061313027
STD_MAE:  0.264509821516
CV_MAE:  0.238077126362



ITERATION 325 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  99.8967222872
AVG_RMSE_PER_AREA:  7.7757025952
STD_RMSE:  8.01558435159
CV_RMSE:  0.623912362866
AVG_MAE:  24.3012996819
AVG_MAE_PER_AREA:  1.89155033996
STD_MAE:  4.00786707125
CV_MAE:  0.311962011102



ITERATION 326 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.93962750197
AVG_RMSE_PER_AREA:  1.74579884874
STD_RMSE:  0.145049948527
CV_RMSE:  0.130554981763
AVG_MAE:  1.34814735851
AVG_MAE_PER_AREA:  1.21342582739
STD_MAE:  0.109257894377
CV_MAE:  0.09833965853



ITERATION 327 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  87.6166005768
AVG_RMSE_PER_AREA:  6.81984966964
STD_RMSE:  49.3069071091
CV_RMSE:  3.83792217394
AVG_MAE:  25.37004705
AVG_MAE_PER_AREA:  1.97473887202
STD_MAE:  11.1601911134
CV_MAE:  0.868680423305



ITERATION 328 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.99634959029
AVG_RMSE_PER_AREA:  1.79685264973
STD_RMSE:  0.204432283155
CV_RMSE:  0.184003188352
AVG_MAE:  1.4254908565
AVG_MAE_PER_AREA:  1.28304032276
STD_MAE:  0.19690381395
CV_MAE:  0.177227045583



ITERATION 329 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  83.3054538202
AVG_RMSE_PER_AREA:  6.48428115191
STD_RMSE:  55.9294174235
CV_RMSE:  4.35340125533
AVG_MAE:  24.7313439467
AVG_MAE_PER_AREA:  1.92502387372
STD_MAE:  12.0266389835
CV_MAE:  0.936122485447



ITERATION 330 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.9597516622
AVG_RMSE_PER_AREA:  1.76391198424
STD_RMSE:  0.161130259483
CV_RMSE:  0.145028373343
AVG_MAE:  1.38318815041
AVG_MAE_PER_AREA:  1.24496496266
STD_MAE:  0.179431969744
CV_MAE:  0.161501177874



ITERATION 331 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  86.7275452698
AVG_RMSE_PER_AREA:  6.75064790305
STD_RMSE:  50.4700579218
CV_RMSE:  3.92845882605
AVG_MAE:  24.6285726289
AVG_MAE_PER_AREA:  1.91702442004
STD_MAE:  10.0622300719
CV_MAE:  0.783217974449



ITERATION 332 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.96672831308
AVG_RMSE_PER_AREA:  1.77019145236
STD_RMSE:  0.20059862752
CV_RMSE:  0.180552633238
AVG_MAE:  1.38906450376
AVG_MAE_PER_AREA:  1.25025408694
STD_MAE:  0.172185223614
CV_MAE:  0.154978605351



ITERATION 333 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  83.6160085894
AVG_RMSE_PER_AREA:  6.50845393225
STD_RMSE:  55.4270360528
CV_RMSE:  4.31429718826
AVG_MAE:  24.7790833333
AVG_MAE_PER_AREA:  1.92873978415
STD_MAE:  11.4372616098
CV_MAE:  0.890246874424



ITERATION 334 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.96626332274
AVG_RMSE_PER_AREA:  1.76977292891
STD_RMSE:  0.250497089512
CV_RMSE:  0.225464698783
AVG_MAE:  1.40060632549
AVG_MAE_PER_AREA:  1.26064252445
STD_MAE:  0.237477630135
CV_MAE:  0.213746285237



ITERATION 335 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  81.0226823449
AVG_RMSE_PER_AREA:  6.30659612203
STD_RMSE:  59.234605141
CV_RMSE:  4.6106685222
AVG_MAE:  24.8334622824
AVG_MAE_PER_AREA:  1.93297250096
STD_MAE:  13.6620245451
CV_MAE:  1.06341666953



ITERATION 336 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.97277720041
AVG_RMSE_PER_AREA:  1.77563586915
STD_RMSE:  0.252555688261
CV_RMSE:  0.227317579979
AVG_MAE:  1.40251642497
AVG_MAE_PER_AREA:  1.26236174603
STD_MAE:  0.238791882126
CV_MAE:  0.21492920289



ITERATION 337 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  75.1021964272
AVG_RMSE_PER_AREA:  5.8457608047
STD_RMSE:  66.4761377914
CV_RMSE:  5.17433070184
AVG_MAE:  24.4809619048
AVG_MAE_PER_AREA:  1.9055347829
STD_MAE:  16.7286312004
CV_MAE:  1.30211340333



ITERATION 338 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.94415440036
AVG_RMSE_PER_AREA:  1.74987337026
STD_RMSE:  0.248763567191
CV_RMSE:  0.223904408846
AVG_MAE:  1.38014631133
AVG_MAE_PER_AREA:  1.24222709719
STD_MAE:  0.237906091868
CV_MAE:  0.214131930419



ITERATION 339 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  74.2472516544
AVG_RMSE_PER_AREA:  5.77921411391
STD_RMSE:  67.4252310605
CV_RMSE:  5.24820566817
AVG_MAE:  24.3370829852
AVG_MAE_PER_AREA:  1.89433561978
STD_MAE:  16.3523530886
CV_MAE:  1.27282488792



ITERATION 340 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.92546083222
AVG_RMSE_PER_AREA:  1.73304786654
STD_RMSE:  0.296964329461
CV_RMSE:  0.267288427269
AVG_MAE:  1.36152286625
AVG_MAE_PER_AREA:  1.22546470908
STD_MAE:  0.274865370177
CV_MAE:  0.247397836092



ITERATION 341 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  70.4493845803
AVG_RMSE_PER_AREA:  5.48359795967
STD_RMSE:  71.4718480079
CV_RMSE:  5.56318386945
AVG_MAE:  24.3720639285
AVG_MAE_PER_AREA:  1.89705844597
STD_MAE:  19.2308034477
CV_MAE:  1.49687602208



ITERATION 342 OF 6498
HP:  1
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.91628969977
AVG_RMSE_PER_AREA:  1.72479321329
STD_RMSE:  0.356997432457
CV_RMSE:  0.321322370379
AVG_MAE:  1.3584719206
AVG_MAE_PER_AREA:  1.22271864706
STD_MAE:  0.325910819942
CV_MAE:  0.29334226993



ITERATION 343 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  82.7155084186
AVG_RMSE_PER_AREA:  6.43836132706
STD_RMSE:  39.3966206833
CV_RMSE:  3.06653110008
AVG_MAE:  25.047141977
AVG_MAE_PER_AREA:  1.94960477595
STD_MAE:  9.92359097722
CV_MAE:  0.772426665746



ITERATION 344 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.88740191415
AVG_RMSE_PER_AREA:  1.69879220906
STD_RMSE:  0.146542348649
CV_RMSE:  0.131898245051
AVG_MAE:  1.44764435888
AVG_MAE_PER_AREA:  1.3029800065
STD_MAE:  0.136177786077
CV_MAE:  0.122569422178



ITERATION 345 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.7501388527
AVG_RMSE_PER_AREA:  4.88430857745
STD_RMSE:  42.5492293955
CV_RMSE:  3.31192201165
AVG_MAE:  21.6275245519
AVG_MAE_PER_AREA:  1.68343059648
STD_MAE:  11.3101377647
CV_MAE:  0.880351882977



ITERATION 346 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.76673203834
AVG_RMSE_PER_AREA:  1.59018097827
STD_RMSE:  0.11182135218
CV_RMSE:  0.100646947778
AVG_MAE:  1.3618716296
AVG_MAE_PER_AREA:  1.22577862021
STD_MAE:  0.0964606023576
CV_MAE:  0.0868212109661



ITERATION 347 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.9111921009
AVG_RMSE_PER_AREA:  4.50765747264
STD_RMSE:  36.4496451036
CV_RMSE:  2.8371461399
AVG_MAE:  19.2652746337
AVG_MAE_PER_AREA:  1.49955917008
STD_MAE:  6.26749482765
CV_MAE:  0.487845593739



ITERATION 348 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.74653148781
AVG_RMSE_PER_AREA:  1.57199908622
STD_RMSE:  0.172387410222
CV_RMSE:  0.155160587276
AVG_MAE:  1.28399443586
AVG_MAE_PER_AREA:  1.15568376177
STD_MAE:  0.133947265325
CV_MAE:  0.120561799293



ITERATION 349 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.8219724994
AVG_RMSE_PER_AREA:  4.26720060556
STD_RMSE:  35.6827906655
CV_RMSE:  2.77745617303
AVG_MAE:  18.5078863346
AVG_MAE_PER_AREA:  1.44060602299
STD_MAE:  6.19119876646
CV_MAE:  0.481906905588



ITERATION 350 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.69241924361
AVG_RMSE_PER_AREA:  1.52329432536
STD_RMSE:  0.13432282896
CV_RMSE:  0.120899832529
AVG_MAE:  1.2920847094
AVG_MAE_PER_AREA:  1.16296556728
STD_MAE:  0.143685523462
CV_MAE:  0.129326904875



ITERATION 351 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  89.5892265245
AVG_RMSE_PER_AREA:  6.97339377348
STD_RMSE:  50.1610622019
CV_RMSE:  3.90440739807
AVG_MAE:  28.788341629
AVG_MAE_PER_AREA:  2.24081008456
STD_MAE:  13.5060382686
CV_MAE:  1.05127510104



ITERATION 352 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.79920627867
AVG_RMSE_PER_AREA:  1.61941003968
STD_RMSE:  0.158623347163
CV_RMSE:  0.142771978938
AVG_MAE:  1.36619160041
AVG_MAE_PER_AREA:  1.2296668926
STD_MAE:  0.127110925996
CV_MAE:  0.114408621264



ITERATION 353 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  66.125454796
AVG_RMSE_PER_AREA:  5.14703444411
STD_RMSE:  44.2610600519
CV_RMSE:  3.44516648427
AVG_MAE:  21.6368858801
AVG_MAE_PER_AREA:  1.68415925806
STD_MAE:  9.00039786207
CV_MAE:  0.700567700437



ITERATION 354 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.71170808432
AVG_RMSE_PER_AREA:  1.54065561554
STD_RMSE:  0.190033189816
CV_RMSE:  0.171043008859
AVG_MAE:  1.31986762678
AVG_MAE_PER_AREA:  1.18797211371
STD_MAE:  0.144663182658
CV_MAE:  0.130206865742



ITERATION 355 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  56.2704748644
AVG_RMSE_PER_AREA:  4.37994828477
STD_RMSE:  51.2151374502
CV_RMSE:  3.98645389025
AVG_MAE:  21.1702747899
AVG_MAE_PER_AREA:  1.64783945715
STD_MAE:  13.4475550669
CV_MAE:  1.04672291982



ITERATION 356 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.69496634014
AVG_RMSE_PER_AREA:  1.52558688834
STD_RMSE:  0.280949261165
CV_RMSE:  0.252873758594
AVG_MAE:  1.27671283083
AVG_MAE_PER_AREA:  1.14912981382
STD_MAE:  0.238563096588
CV_MAE:  0.214723280089



ITERATION 357 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  51.981854636
AVG_RMSE_PER_AREA:  4.04613317377
STD_RMSE:  49.383429347
CV_RMSE:  3.8438784671
AVG_MAE:  19.0219343498
AVG_MAE_PER_AREA:  1.4806181915
STD_MAE:  10.6721101279
CV_MAE:  0.830689461253



ITERATION 358 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.65534433656
AVG_RMSE_PER_AREA:  1.48992434583
STD_RMSE:  0.22697149666
CV_RMSE:  0.204290038764
AVG_MAE:  1.26580932421
AVG_MAE_PER_AREA:  1.13931590405
STD_MAE:  0.177126679263
CV_MAE:  0.159426257064



ITERATION 359 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  55.3593558412
AVG_RMSE_PER_AREA:  4.30902913557
STD_RMSE:  56.5034929201
CV_RMSE:  4.3980858078
AVG_MAE:  21.6474084894
AVG_MAE_PER_AREA:  1.68497831077
STD_MAE:  15.3615978022
CV_MAE:  1.19570705787



ITERATION 360 OF 6498
HP:  2
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.66982091907
AVG_RMSE_PER_AREA:  1.50295427094
STD_RMSE:  0.330016912508
CV_RMSE:  0.297038037115
AVG_MAE:  1.30477653737
AVG_MAE_PER_AREA:  1.17438908991
STD_MAE:  0.266780572114
CV_MAE:  0.240120958889



ITERATION 361 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  76.5715369348
AVG_RMSE_PER_AREA:  5.96013047106
STD_RMSE:  28.603587314
CV_RMSE:  2.22642928634
AVG_MAE:  22.4854154904
AVG_MAE_PER_AREA:  1.75020660919
STD_MAE:  5.18677382139
CV_MAE:  0.40372506465



ITERATION 362 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.66656028969
AVG_RMSE_PER_AREA:  1.50001947907
STD_RMSE:  0.0623155673971
CV_RMSE:  0.0560883188703
AVG_MAE:  1.26107943172
AVG_MAE_PER_AREA:  1.13505867381
STD_MAE:  0.0340251849296
CV_MAE:  0.0306250187821



ITERATION 363 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  80.3847341969
AVG_RMSE_PER_AREA:  6.2569398875
STD_RMSE:  22.4504192387
CV_RMSE:  1.74748259143
AVG_MAE:  22.8100733757
AVG_MAE_PER_AREA:  1.77547713962
STD_MAE:  4.2706767123
CV_MAE:  0.332418434106



ITERATION 364 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.65556924791
AVG_RMSE_PER_AREA:  1.49012678159
STD_RMSE:  0.0387994111662
CV_RMSE:  0.0349221524632
AVG_MAE:  1.24748016087
AVG_MAE_PER_AREA:  1.12281838984
STD_MAE:  0.0745955648762
CV_MAE:  0.0671411655843



ITERATION 365 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  60.2307120342
AVG_RMSE_PER_AREA:  4.68820290749
STD_RMSE:  39.4324659641
CV_RMSE:  3.06932120406
AVG_MAE:  19.7520185646
AVG_MAE_PER_AREA:  1.53744605925
STD_MAE:  7.66623663824
CV_MAE:  0.596720040044



ITERATION 366 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.66595134512
AVG_RMSE_PER_AREA:  1.49947138685
STD_RMSE:  0.119294450387
CV_RMSE:  0.10737325282
AVG_MAE:  1.23825635835
AVG_MAE_PER_AREA:  1.11451632989
STD_MAE:  0.0873682842112
CV_MAE:  0.0786374960331



ITERATION 367 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  68.8077604206
AVG_RMSE_PER_AREA:  5.35581817925
STD_RMSE:  38.0687423474
CV_RMSE:  2.96317248344
AVG_MAE:  23.1260042347
AVG_MAE_PER_AREA:  1.8000683809
STD_MAE:  9.24181607972
CV_MAE:  0.71935907035



ITERATION 368 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.70396829703
AVG_RMSE_PER_AREA:  1.53368927189
STD_RMSE:  0.123094156532
CV_RMSE:  0.110793251045
AVG_MAE:  1.28264391131
AVG_MAE_PER_AREA:  1.15446819631
STD_MAE:  0.0936701581796
CV_MAE:  0.0843096182874



ITERATION 369 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  63.9530037726
AVG_RMSE_PER_AREA:  4.977936473
STD_RMSE:  38.5314599723
CV_RMSE:  2.99918922707
AVG_MAE:  20.1477417044
AVG_MAE_PER_AREA:  1.56824812538
STD_MAE:  8.33941642733
CV_MAE:  0.649118614423



ITERATION 370 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.64260748233
AVG_RMSE_PER_AREA:  1.47846029646
STD_RMSE:  0.115692930753
CV_RMSE:  0.104131636157
AVG_MAE:  1.22169248967
AVG_MAE_PER_AREA:  1.09960770293
STD_MAE:  0.0985039032977
CV_MAE:  0.0886603230767



ITERATION 371 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  59.0125231617
AVG_RMSE_PER_AREA:  4.59338223509
STD_RMSE:  48.1186081568
CV_RMSE:  3.74542805566
AVG_MAE:  20.3341102515
AVG_MAE_PER_AREA:  1.58275457125
STD_MAE:  11.0775298739
CV_MAE:  0.862246286129



ITERATION 372 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.63653675799
AVG_RMSE_PER_AREA:  1.47299622485
STD_RMSE:  0.174373113541
CV_RMSE:  0.156947857545
AVG_MAE:  1.22535600501
AVG_MAE_PER_AREA:  1.10290512001
STD_MAE:  0.116866612318
CV_MAE:  0.105188030709



ITERATION 373 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  61.9879744573
AVG_RMSE_PER_AREA:  4.82498367137
STD_RMSE:  48.1058317118
CV_RMSE:  3.74443357021
AVG_MAE:  21.9772397759
AVG_MAE_PER_AREA:  1.71065152538
STD_MAE:  13.8739185825
CV_MAE:  1.07990995357



ITERATION 374 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.68499359121
AVG_RMSE_PER_AREA:  1.51661072483
STD_RMSE:  0.195644803871
CV_RMSE:  0.17609384947
AVG_MAE:  1.27433862937
AVG_MAE_PER_AREA:  1.14699286837
STD_MAE:  0.137953868894
CV_MAE:  0.124168019504



ITERATION 375 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.3311816576
AVG_RMSE_PER_AREA:  3.83981164204
STD_RMSE:  52.3943569299
CV_RMSE:  4.07824128586
AVG_MAE:  19.6511431356
AVG_MAE_PER_AREA:  1.52959417666
STD_MAE:  16.7617596267
CV_MAE:  1.30469203438



ITERATION 376 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.5994349317
AVG_RMSE_PER_AREA:  1.43960201614
STD_RMSE:  0.249425171191
CV_RMSE:  0.224499898186
AVG_MAE:  1.21045815365
AVG_MAE_PER_AREA:  1.08949602381
STD_MAE:  0.208646882173
CV_MAE:  0.187796618845



ITERATION 377 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  56.0966155722
AVG_RMSE_PER_AREA:  4.36641552696
STD_RMSE:  54.8148709428
CV_RMSE:  4.26664783875
AVG_MAE:  21.4473324454
AVG_MAE_PER_AREA:  1.66940490877
STD_MAE:  14.0901343245
CV_MAE:  1.09673962794



ITERATION 378 OF 6498
HP:  2
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.64959213103
AVG_RMSE_PER_AREA:  1.48474696317
STD_RMSE:  0.305905798771
CV_RMSE:  0.27533636782
AVG_MAE:  1.25336048781
AVG_MAE_PER_AREA:  1.12811109064
STD_MAE:  0.218922460594
CV_MAE:  0.197045349831



ITERATION 379 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  69.2289332698
AVG_RMSE_PER_AREA:  5.38860118495
STD_RMSE:  27.3938718902
CV_RMSE:  2.13226816528
AVG_MAE:  21.2106472084
AVG_MAE_PER_AREA:  1.65098194183
STD_MAE:  4.11565492515
CV_MAE:  0.32035193898



ITERATION 380 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.76696226051
AVG_RMSE_PER_AREA:  1.59038819414
STD_RMSE:  0.0352627393669
CV_RMSE:  0.0317389033345
AVG_MAE:  1.33935857172
AVG_MAE_PER_AREA:  1.20551531166
STD_MAE:  0.0529460819423
CV_MAE:  0.0476551341977



ITERATION 381 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  71.4007511989
AVG_RMSE_PER_AREA:  5.55764987765
STD_RMSE:  23.9057602318
CV_RMSE:  1.86076257178
AVG_MAE:  21.4853011576
AVG_MAE_PER_AREA:  1.67236029516
STD_MAE:  3.27766097991
CV_MAE:  0.255124656787



ITERATION 382 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.71770134118
AVG_RMSE_PER_AREA:  1.54604996107
STD_RMSE:  0.139482711416
CV_RMSE:  0.125544083471
AVG_MAE:  1.29213599428
AVG_MAE_PER_AREA:  1.16301172721
STD_MAE:  0.11535109955
CV_MAE:  0.103823964442



ITERATION 383 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  60.6139936707
AVG_RMSE_PER_AREA:  4.71803655915
STD_RMSE:  34.1401610709
CV_RMSE:  2.65738187362
AVG_MAE:  20.0888066589
AVG_MAE_PER_AREA:  1.56366077381
STD_MAE:  6.0866632018
CV_MAE:  0.473770127496



ITERATION 384 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.70388017426
AVG_RMSE_PER_AREA:  1.53360995531
STD_RMSE:  0.115335136839
CV_RMSE:  0.103809596898
AVG_MAE:  1.27962806533
AVG_MAE_PER_AREA:  1.15175372643
STD_MAE:  0.0991787987894
CV_MAE:  0.0892677756784



ITERATION 385 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.7057322404
AVG_RMSE_PER_AREA:  4.33599017898
STD_RMSE:  40.0963507119
CV_RMSE:  3.12099627646
AVG_MAE:  19.7746889494
AVG_MAE_PER_AREA:  1.5392106634
STD_MAE:  9.53493027096
CV_MAE:  0.742174321194



ITERATION 386 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.75389779585
AVG_RMSE_PER_AREA:  1.57862927273
STD_RMSE:  0.111291055294
CV_RMSE:  0.100169643919
AVG_MAE:  1.29088324172
AVG_MAE_PER_AREA:  1.16188416331
STD_MAE:  0.101723260823
CV_MAE:  0.0915579674211



ITERATION 387 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.5602570058
AVG_RMSE_PER_AREA:  4.32466676282
STD_RMSE:  41.6580821144
CV_RMSE:  3.24255741121
AVG_MAE:  18.2717254902
AVG_MAE_PER_AREA:  1.42222387342
STD_MAE:  7.52677214774
CV_MAE:  0.585864484667



ITERATION 388 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.70411717983
AVG_RMSE_PER_AREA:  1.5338232767
STD_RMSE:  0.167594166112
CV_RMSE:  0.150846336194
AVG_MAE:  1.27292972567
AVG_MAE_PER_AREA:  1.14572475764
STD_MAE:  0.124431609517
CV_MAE:  0.111997051197



ITERATION 389 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  55.6810580617
AVG_RMSE_PER_AREA:  4.3340696047
STD_RMSE:  46.8096820361
CV_RMSE:  3.64354463045
AVG_MAE:  20.6370599613
AVG_MAE_PER_AREA:  1.60633539344
STD_MAE:  11.8671733688
CV_MAE:  0.923710094277



ITERATION 390 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.73308823497
AVG_RMSE_PER_AREA:  1.55989922926
STD_RMSE:  0.219591201801
CV_RMSE:  0.197647263151
AVG_MAE:  1.3045072536
AVG_MAE_PER_AREA:  1.1741467159
STD_MAE:  0.18469114943
CV_MAE:  0.166234803188



ITERATION 391 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  64.6290444553
AVG_RMSE_PER_AREA:  5.03055773194
STD_RMSE:  44.2421854609
CV_RMSE:  3.4436973349
AVG_MAE:  22.3507588235
AVG_MAE_PER_AREA:  1.73972528237
STD_MAE:  9.55971915767
CV_MAE:  0.744103824047



ITERATION 392 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.71218892498
AVG_RMSE_PER_AREA:  1.54108840538
STD_RMSE:  0.214532608416
CV_RMSE:  0.193094179376
AVG_MAE:  1.30394765159
AVG_MAE_PER_AREA:  1.1736430354
STD_MAE:  0.171065821387
CV_MAE:  0.153971065956



ITERATION 393 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  51.548641984
AVG_RMSE_PER_AREA:  4.01241302094
STD_RMSE:  52.4650888654
CV_RMSE:  4.08374687686
AVG_MAE:  19.9303574909
AVG_MAE_PER_AREA:  1.55132750022
STD_MAE:  12.7364401933
CV_MAE:  0.991371576539



ITERATION 394 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.66290960857
AVG_RMSE_PER_AREA:  1.49673361367
STD_RMSE:  0.263328037168
CV_RMSE:  0.237013438745
AVG_MAE:  1.26073365776
AVG_MAE_PER_AREA:  1.13474745334
STD_MAE:  0.223127215008
CV_MAE:  0.200829919501



ITERATION 395 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  52.4526483352
AVG_RMSE_PER_AREA:  4.08277853814
STD_RMSE:  51.1870747934
CV_RMSE:  3.9842695656
AVG_MAE:  20.7730065303
AVG_MAE_PER_AREA:  1.6169171229
STD_MAE:  13.7140729683
CV_MAE:  1.06746798423



ITERATION 396 OF 6498
HP:  2
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.70024371385
AVG_RMSE_PER_AREA:  1.53033688953
STD_RMSE:  0.281097783981
CV_RMSE:  0.253007439397
AVG_MAE:  1.29510983786
AVG_MAE_PER_AREA:  1.16568839204
STD_MAE:  0.232588671768
CV_MAE:  0.209345884706



ITERATION 397 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.4994976142
AVG_RMSE_PER_AREA:  4.55344965282
STD_RMSE:  32.0612016436
CV_RMSE:  2.49556104663
AVG_MAE:  17.8497685061
AVG_MAE_PER_AREA:  1.38937983268
STD_MAE:  3.74321746007
CV_MAE:  0.291362369578



ITERATION 398 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.76259090246
AVG_RMSE_PER_AREA:  1.58645366968
STD_RMSE:  0.105789949521
CV_RMSE:  0.0952182684012
AVG_MAE:  1.29543663558
AVG_MAE_PER_AREA:  1.16598253258
STD_MAE:  0.0765305011323
CV_MAE:  0.0688827419874



ITERATION 399 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  74.1173059407
AVG_RMSE_PER_AREA:  5.76909947552
STD_RMSE:  33.7002622306
CV_RMSE:  2.62314128518
AVG_MAE:  23.6598621173
AVG_MAE_PER_AREA:  1.84162249827
STD_MAE:  8.45486433276
CV_MAE:  0.658104780909



ITERATION 400 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.78136580428
AVG_RMSE_PER_AREA:  1.60335237933
STD_RMSE:  0.140916720706
CV_RMSE:  0.126834790972
AVG_MAE:  1.34447825506
AVG_MAE_PER_AREA:  1.21012338062
STD_MAE:  0.101087509907
CV_MAE:  0.0909857476437



ITERATION 401 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  70.0441021592
AVG_RMSE_PER_AREA:  5.45205182381
STD_RMSE:  33.1843853161
CV_RMSE:  2.58298675987
AVG_MAE:  20.487003623
AVG_MAE_PER_AREA:  1.59465539601
STD_MAE:  5.48544296628
CV_MAE:  0.426972698725



ITERATION 402 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.75956912923
AVG_RMSE_PER_AREA:  1.58373386486
STD_RMSE:  0.0870555070848
CV_RMSE:  0.0783559749954
AVG_MAE:  1.31595165231
AVG_MAE_PER_AREA:  1.18444746595
STD_MAE:  0.073365198869
CV_MAE:  0.066033751116



ITERATION 403 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.0052198497
AVG_RMSE_PER_AREA:  4.43713893486
STD_RMSE:  38.0500118338
CV_RMSE:  2.96171454868
AVG_MAE:  19.2893568932
AVG_MAE_PER_AREA:  1.5014336709
STD_MAE:  6.92493510433
CV_MAE:  0.539019045165



ITERATION 404 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.76372106691
AVG_RMSE_PER_AREA:  1.58747089582
STD_RMSE:  0.233878608927
CV_RMSE:  0.210506917331
AVG_MAE:  1.34028475384
AVG_MAE_PER_AREA:  1.20634893961
STD_MAE:  0.204166280245
CV_MAE:  0.183763767342



ITERATION 405 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  58.9638500664
AVG_RMSE_PER_AREA:  4.58959364719
STD_RMSE:  39.6957306276
CV_RMSE:  3.08981304484
AVG_MAE:  19.6484481523
AVG_MAE_PER_AREA:  1.52938440613
STD_MAE:  5.98549633735
CV_MAE:  0.465895560318



ITERATION 406 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.69305530982
AVG_RMSE_PER_AREA:  1.52386682893
STD_RMSE:  0.183618281663
CV_RMSE:  0.165269148024
AVG_MAE:  1.28858620953
AVG_MAE_PER_AREA:  1.15981667552
STD_MAE:  0.142695014363
CV_MAE:  0.128435378206



ITERATION 407 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.6408801982
AVG_RMSE_PER_AREA:  4.01959260507
STD_RMSE:  47.7751705343
CV_RMSE:  3.71869575902
AVG_MAE:  19.1008413926
AVG_MAE_PER_AREA:  1.48676011171
STD_MAE:  12.7782384958
CV_MAE:  0.994625048341



ITERATION 408 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.70620916969
AVG_RMSE_PER_AREA:  1.53570621221
STD_RMSE:  0.259846932941
CV_RMSE:  0.233880204274
AVG_MAE:  1.29749578543
AVG_MAE_PER_AREA:  1.1678359098
STD_MAE:  0.21319999101
CV_MAE:  0.19189473158



ITERATION 409 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  52.4221308753
AVG_RMSE_PER_AREA:  4.08040313797
STD_RMSE:  50.2588587791
CV_RMSE:  3.91201963081
AVG_MAE:  20.2369728291
AVG_MAE_PER_AREA:  1.57519364543
STD_MAE:  15.2620632024
CV_MAE:  1.18795954196



ITERATION 410 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.72333648261
AVG_RMSE_PER_AREA:  1.55112197794
STD_RMSE:  0.298174120309
CV_RMSE:  0.268377322671
AVG_MAE:  1.31897892832
AVG_MAE_PER_AREA:  1.18717222365
STD_MAE:  0.262533662076
CV_MAE:  0.236298446243



ITERATION 411 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.93929432
AVG_RMSE_PER_AREA:  3.88714555949
STD_RMSE:  51.7222517092
CV_RMSE:  4.02592635311
AVG_MAE:  19.0381042885
AVG_MAE_PER_AREA:  1.48187681772
STD_MAE:  13.2139952801
CV_MAE:  1.02854322985



ITERATION 412 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.70051496234
AVG_RMSE_PER_AREA:  1.53058103192
STD_RMSE:  0.284084683136
CV_RMSE:  0.255695855136
AVG_MAE:  1.30272677416
AVG_MAE_PER_AREA:  1.1725441613
STD_MAE:  0.221739572202
CV_MAE:  0.199580945041



ITERATION 413 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  54.9199992319
AVG_RMSE_PER_AREA:  4.27483075299
STD_RMSE:  53.0885224356
CV_RMSE:  4.13227333417
AVG_MAE:  22.9113284069
AVG_MAE_PER_AREA:  1.78335856948
STD_MAE:  16.0076405219
CV_MAE:  1.24599335293



ITERATION 414 OF 6498
HP:  2
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.74219778048
AVG_RMSE_PER_AREA:  1.56809845001
STD_RMSE:  0.308142121879
CV_RMSE:  0.277349213226
AVG_MAE:  1.36099954096
AVG_MAE_PER_AREA:  1.22499368014
STD_MAE:  0.242077339079
CV_MAE:  0.21788634129



ITERATION 415 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  69.9641434279
AVG_RMSE_PER_AREA:  5.44582804288
STD_RMSE:  23.8016440944
CV_RMSE:  1.85265844081
AVG_MAE:  20.6909203186
AVG_MAE_PER_AREA:  1.6105277444
STD_MAE:  1.84386022694
CV_MAE:  0.143521313048



ITERATION 416 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.6926103025
AVG_RMSE_PER_AREA:  1.52346629157
STD_RMSE:  0.0226571457604
CV_RMSE:  0.0203929975957
AVG_MAE:  1.27561947914
AVG_MAE_PER_AREA:  1.14814572171
STD_MAE:  0.0264676094521
CV_MAE:  0.0238226783562



ITERATION 417 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  70.8030852091
AVG_RMSE_PER_AREA:  5.51112910217
STD_RMSE:  26.5878113325
CV_RMSE:  2.06952649542
AVG_MAE:  20.7558556759
AVG_MAE_PER_AREA:  1.61558214473
STD_MAE:  4.92576983542
CV_MAE:  0.383409189168



ITERATION 418 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.66441437146
AVG_RMSE_PER_AREA:  1.4980880043
STD_RMSE:  0.118330949233
CV_RMSE:  0.106506035169
AVG_MAE:  1.25646224181
AVG_MAE_PER_AREA:  1.13090288368
STD_MAE:  0.0904772072158
CV_MAE:  0.081435741674



ITERATION 419 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  66.4545272351
AVG_RMSE_PER_AREA:  5.17264859201
STD_RMSE:  33.4501465816
CV_RMSE:  2.6036729297
AVG_MAE:  21.0087955519
AVG_MAE_PER_AREA:  1.63527033075
STD_MAE:  5.47681387193
CV_MAE:  0.42630103233



ITERATION 420 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.66469002281
AVG_RMSE_PER_AREA:  1.49833610958
STD_RMSE:  0.156439009212
CV_RMSE:  0.140805923767
AVG_MAE:  1.24975086535
AVG_MAE_PER_AREA:  1.12486218086
STD_MAE:  0.108981024944
CV_MAE:  0.0980904568984



ITERATION 421 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.456504583
AVG_RMSE_PER_AREA:  4.31659094247
STD_RMSE:  38.6725906796
CV_RMSE:  3.01017447646
AVG_MAE:  18.3560104524
AVG_MAE_PER_AREA:  1.42878439697
STD_MAE:  6.45932789751
CV_MAE:  0.502777383942



ITERATION 422 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.61436691425
AVG_RMSE_PER_AREA:  1.45304183276
STD_RMSE:  0.13998682168
CV_RMSE:  0.12599781756
AVG_MAE:  1.21650333081
AVG_MAE_PER_AREA:  1.0949371012
STD_MAE:  0.107402582146
CV_MAE:  0.0966697492537



ITERATION 423 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  60.0352279231
AVG_RMSE_PER_AREA:  4.67298692968
STD_RMSE:  40.7560661981
CV_RMSE:  3.17234682431
AVG_MAE:  20.3550045249
AVG_MAE_PER_AREA:  1.58438092748
STD_MAE:  8.41154757625
CV_MAE:  0.654733116571



ITERATION 424 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.68351942697
AVG_RMSE_PER_AREA:  1.5152838751
STD_RMSE:  0.150471711473
CV_RMSE:  0.135434943251
AVG_MAE:  1.26553966801
AVG_MAE_PER_AREA:  1.13907319483
STD_MAE:  0.0923101098171
CV_MAE:  0.0830854807337



ITERATION 425 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  62.2179028123
AVG_RMSE_PER_AREA:  4.84288070008
STD_RMSE:  40.7874968694
CV_RMSE:  3.17479330651
AVG_MAE:  20.9482978723
AVG_MAE_PER_AREA:  1.63056134778
STD_MAE:  7.56927064594
CV_MAE:  0.589172457893



ITERATION 426 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.67215177576
AVG_RMSE_PER_AREA:  1.5050522031
STD_RMSE:  0.108121516976
CV_RMSE:  0.097316840305
AVG_MAE:  1.2507027803
AVG_MAE_PER_AREA:  1.12571897014
STD_MAE:  0.102208427799
CV_MAE:  0.0919946512415



ITERATION 427 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  52.0162312535
AVG_RMSE_PER_AREA:  4.04880896079
STD_RMSE:  45.6489447147
CV_RMSE:  3.55319583826
AVG_MAE:  18.8457691877
AVG_MAE_PER_AREA:  1.46690595073
STD_MAE:  9.63314694986
CV_MAE:  0.749819253555



ITERATION 428 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.61002065445
AVG_RMSE_PER_AREA:  1.44912989846
STD_RMSE:  0.149530057142
CV_RMSE:  0.134587389251
AVG_MAE:  1.21680670774
AVG_MAE_PER_AREA:  1.09521016141
STD_MAE:  0.114863068318
CV_MAE:  0.103384702593



ITERATION 429 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  53.2651078564
AVG_RMSE_PER_AREA:  4.14601828679
STD_RMSE:  46.6134747752
CV_RMSE:  3.62827236452
AVG_MAE:  20.5004305904
AVG_MAE_PER_AREA:  1.59570051644
STD_MAE:  11.1686330788
CV_MAE:  0.869337524072



ITERATION 430 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.61447518093
AVG_RMSE_PER_AREA:  1.45313928026
STD_RMSE:  0.251244918564
CV_RMSE:  0.226137796631
AVG_MAE:  1.22696193689
AVG_MAE_PER_AREA:  1.10435056973
STD_MAE:  0.20728135572
CV_MAE:  0.186567550631



ITERATION 431 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  52.9202823439
AVG_RMSE_PER_AREA:  4.11917796039
STD_RMSE:  51.766802399
CV_RMSE:  4.02939406362
AVG_MAE:  20.9272207424
AVG_MAE_PER_AREA:  1.62892075847
STD_MAE:  14.0885489737
CV_MAE:  1.09661622833



ITERATION 432 OF 6498
HP:  2
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.6282099777
AVG_RMSE_PER_AREA:  1.46550154691
STD_RMSE:  0.272698961104
CV_RMSE:  0.245447918151
AVG_MAE:  1.25126917457
AVG_MAE_PER_AREA:  1.12622876414
STD_MAE:  0.209306585723
CV_MAE:  0.18839039765



ITERATION 433 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  93.8035952005
AVG_RMSE_PER_AREA:  7.30142933562
STD_RMSE:  43.7986514776
CV_RMSE:  3.40917379633
AVG_MAE:  30.2863598378
AVG_MAE_PER_AREA:  2.35741194904
STD_MAE:  15.2197024514
CV_MAE:  1.18466229062



ITERATION 434 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.67351918943
AVG_RMSE_PER_AREA:  1.50628296994
STD_RMSE:  0.0620810648388
CV_RMSE:  0.0558772503555
AVG_MAE:  1.2596079699
AVG_MAE_PER_AREA:  1.13373425644
STD_MAE:  0.0668092290956
CV_MAE:  0.0601329250702



ITERATION 435 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  70.4985276302
AVG_RMSE_PER_AREA:  5.48742312762
STD_RMSE:  43.8841119055
CV_RMSE:  3.4158258151
AVG_MAE:  24.0685336072
AVG_MAE_PER_AREA:  1.87343243049
STD_MAE:  11.050756805
CV_MAE:  0.860162339665



ITERATION 436 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.76861713194
AVG_RMSE_PER_AREA:  1.59187769284
STD_RMSE:  0.097952346997
CV_RMSE:  0.088163884274
AVG_MAE:  1.32090114138
AVG_MAE_PER_AREA:  1.1889023483
STD_MAE:  0.0971266250899
CV_MAE:  0.087420677471



ITERATION 437 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.4464382687
AVG_RMSE_PER_AREA:  4.39364482124
STD_RMSE:  36.5031978569
CV_RMSE:  2.84131454777
AVG_MAE:  19.350571217
AVG_MAE_PER_AREA:  1.5061984356
STD_MAE:  6.56387199525
CV_MAE:  0.510914826228



ITERATION 438 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.66445158868
AVG_RMSE_PER_AREA:  1.49812150238
STD_RMSE:  0.0652076121166
CV_RMSE:  0.0586913590607
AVG_MAE:  1.24901944153
AVG_MAE_PER_AREA:  1.12420384886
STD_MAE:  0.0633801654258
CV_MAE:  0.0570465306976



ITERATION 439 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  82.0896579591
AVG_RMSE_PER_AREA:  6.38964674534
STD_RMSE:  54.3731999289
CV_RMSE:  4.23226930891
AVG_MAE:  28.2768421053
AVG_MAE_PER_AREA:  2.20099628404
STD_MAE:  16.7290694002
CV_MAE:  1.30214751167



ITERATION 440 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.73274849972
AVG_RMSE_PER_AREA:  1.55959344405
STD_RMSE:  0.192326912641
CV_RMSE:  0.173107517979
AVG_MAE:  1.28173470911
AVG_MAE_PER_AREA:  1.15364985147
STD_MAE:  0.123093924299
CV_MAE:  0.11079304202



ITERATION 441 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.4416440558
AVG_RMSE_PER_AREA:  4.08192199349
STD_RMSE:  41.7568329634
CV_RMSE:  3.25024392199
AVG_MAE:  19.4308410633
AVG_MAE_PER_AREA:  1.51244643292
STD_MAE:  8.51412884064
CV_MAE:  0.662717776983



ITERATION 442 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.64902730991
AVG_RMSE_PER_AREA:  1.48423858512
STD_RMSE:  0.107944882496
CV_RMSE:  0.0971578570611
AVG_MAE:  1.2461588691
AVG_MAE_PER_AREA:  1.1216291359
STD_MAE:  0.0997555334952
CV_MAE:  0.0897868767865



ITERATION 443 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.8566598411
AVG_RMSE_PER_AREA:  4.0363883346
STD_RMSE:  43.1509403304
CV_RMSE:  3.35875763519
AVG_MAE:  18.8050870406
AVG_MAE_PER_AREA:  1.46373935758
STD_MAE:  9.34577838403
CV_MAE:  0.727451227339



ITERATION 444 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.68318563841
AVG_RMSE_PER_AREA:  1.51498344231
STD_RMSE:  0.182235648085
CV_RMSE:  0.164024682214
AVG_MAE:  1.27237484126
AVG_MAE_PER_AREA:  1.1452253233
STD_MAE:  0.107674877962
CV_MAE:  0.0969148343141



ITERATION 445 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  55.8016426468
AVG_RMSE_PER_AREA:  4.34345559705
STD_RMSE:  49.6406103826
CV_RMSE:  3.86389677401
AVG_MAE:  19.8725966387
AVG_MAE_PER_AREA:  1.54683154481
STD_MAE:  12.2534173003
CV_MAE:  0.953774323325



ITERATION 446 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.63619721729
AVG_RMSE_PER_AREA:  1.47269061475
STD_RMSE:  0.214983616293
CV_RMSE:  0.193500117647
AVG_MAE:  1.24064415998
AVG_MAE_PER_AREA:  1.11666551643
STD_MAE:  0.143245234931
CV_MAE:  0.128930614757



ITERATION 447 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.9512910694
AVG_RMSE_PER_AREA:  3.65456711149
STD_RMSE:  47.7410971569
CV_RMSE:  3.71604357542
AVG_MAE:  18.0215692008
AVG_MAE_PER_AREA:  1.40275235459
STD_MAE:  11.1205573059
CV_MAE:  0.865595430197



ITERATION 448 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.65715651354
AVG_RMSE_PER_AREA:  1.4915554304
STD_RMSE:  0.259567625857
CV_RMSE:  0.233628808588
AVG_MAE:  1.26107337564
AVG_MAE_PER_AREA:  1.13505322291
STD_MAE:  0.20328076032
CV_MAE:  0.182966738189



ITERATION 449 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.6749307971
AVG_RMSE_PER_AREA:  3.71089335703
STD_RMSE:  51.1469638468
CV_RMSE:  3.98114743321
AVG_MAE:  18.3770647878
AVG_MAE_PER_AREA:  1.430423212
STD_MAE:  12.8997430285
CV_MAE:  1.00408264704



ITERATION 450 OF 6498
HP:  2
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.66562257241
AVG_RMSE_PER_AREA:  1.49917546868
STD_RMSE:  0.261536230066
CV_RMSE:  0.235400688477
AVG_MAE:  1.25780821029
AVG_MAE_PER_AREA:  1.13211434836
STD_MAE:  0.215692668682
CV_MAE:  0.194138313817



ITERATION 451 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.2009488251
AVG_RMSE_PER_AREA:  4.68588621624
STD_RMSE:  31.7976702003
CV_RMSE:  2.4750484404
AVG_MAE:  18.6571010328
AVG_MAE_PER_AREA:  1.45222050933
STD_MAE:  6.12279479987
CV_MAE:  0.476582517676



ITERATION 452 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.69585744247
AVG_RMSE_PER_AREA:  1.52638894204
STD_RMSE:  0.147755950081
CV_RMSE:  0.132990570242
AVG_MAE:  1.27212302907
AVG_MAE_PER_AREA:  1.14499867492
STD_MAE:  0.132507716681
CV_MAE:  0.11926610599



ITERATION 453 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.6222643593
AVG_RMSE_PER_AREA:  4.25165584025
STD_RMSE:  34.5021721454
CV_RMSE:  2.68555987973
AVG_MAE:  14.3131836258
AVG_MAE_PER_AREA:  1.1141012089
STD_MAE:  4.03474408175
CV_MAE:  0.314054048112



ITERATION 454 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.59070098968
AVG_RMSE_PER_AREA:  1.43174086449
STD_RMSE:  0.122777100785
CV_RMSE:  0.110507878953
AVG_MAE:  1.15458474115
AVG_MAE_PER_AREA:  1.03920608974
STD_MAE:  0.0880618725001
CV_MAE:  0.0792617734447



ITERATION 455 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.2223783686
AVG_RMSE_PER_AREA:  3.98701750462
STD_RMSE:  39.4682371264
CV_RMSE:  3.07210553886
AVG_MAE:  14.2209136828
AVG_MAE_PER_AREA:  1.10691915508
STD_MAE:  5.54954186815
CV_MAE:  0.431961991529



ITERATION 456 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.61221189784
AVG_RMSE_PER_AREA:  1.45110216901
STD_RMSE:  0.128627921489
CV_RMSE:  0.115774022085
AVG_MAE:  1.14615242409
AVG_MAE_PER_AREA:  1.03161642141
STD_MAE:  0.114222105583
CV_MAE:  0.102807791818



ITERATION 457 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.4833916602
AVG_RMSE_PER_AREA:  3.92949668977
STD_RMSE:  39.8134236722
CV_RMSE:  3.09897396715
AVG_MAE:  14.4905617732
AVG_MAE_PER_AREA:  1.1279078653
STD_MAE:  5.89478156587
CV_MAE:  0.458834557035



ITERATION 458 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.60417672107
AVG_RMSE_PER_AREA:  1.4438699544
STD_RMSE:  0.150321438217
CV_RMSE:  0.135299686931
AVG_MAE:  1.16181395489
AVG_MAE_PER_AREA:  1.0457128819
STD_MAE:  0.11456322213
CV_MAE:  0.103114820294



ITERATION 459 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  62.4223394181
AVG_RMSE_PER_AREA:  4.85879351694
STD_RMSE:  50.7307014036
CV_RMSE:  3.94874664082
AVG_MAE:  19.697619721
AVG_MAE_PER_AREA:  1.53321179391
STD_MAE:  12.9990155593
CV_MAE:  1.01180976417



ITERATION 460 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.67238749406
AVG_RMSE_PER_AREA:  1.50526436586
STD_RMSE:  0.239824066698
CV_RMSE:  0.215858240366
AVG_MAE:  1.22886365158
AVG_MAE_PER_AREA:  1.10606224443
STD_MAE:  0.159324326553
CV_MAE:  0.143402908852



ITERATION 461 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.8456848372
AVG_RMSE_PER_AREA:  3.87985923936
STD_RMSE:  42.8708707298
CV_RMSE:  3.33695774155
AVG_MAE:  16.3029690522
AVG_MAE_PER_AREA:  1.2689809622
STD_MAE:  7.16698690836
CV_MAE:  0.557859731803



ITERATION 462 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.60869789628
AVG_RMSE_PER_AREA:  1.44793932465
STD_RMSE:  0.135049508357
CV_RMSE:  0.121553894226
AVG_MAE:  1.18285592201
AVG_MAE_PER_AREA:  1.06465210705
STD_MAE:  0.121648626301
CV_MAE:  0.1094921739



ITERATION 463 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  64.5380164693
AVG_RMSE_PER_AREA:  5.02347234885
STD_RMSE:  63.8948536913
CV_RMSE:  4.973410221
AVG_MAE:  22.9110952381
AVG_MAE_PER_AREA:  1.78334042022
STD_MAE:  22.176528368
CV_MAE:  1.72616363416



ITERATION 464 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.68924912341
AVG_RMSE_PER_AREA:  1.52044099802
STD_RMSE:  0.207161905546
CV_RMSE:  0.186460037217
AVG_MAE:  1.26273445699
AVG_MAE_PER_AREA:  1.13654831097
STD_MAE:  0.168020633646
CV_MAE:  0.151230186459



ITERATION 465 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.326364599
AVG_RMSE_PER_AREA:  3.37241220672
STD_RMSE:  48.7167663404
CV_RMSE:  3.79198714222
AVG_MAE:  15.6552412281
AVG_MAE_PER_AREA:  1.21856350297
STD_MAE:  10.4239274669
CV_MAE:  0.811371564557



ITERATION 466 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.65611746888
AVG_RMSE_PER_AREA:  1.49062021837
STD_RMSE:  0.259626501862
CV_RMSE:  0.233681801063
AVG_MAE:  1.2554487345
AVG_MAE_PER_AREA:  1.12999065703
STD_MAE:  0.219775335822
CV_MAE:  0.1978129965



ITERATION 467 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  60.5091217456
AVG_RMSE_PER_AREA:  4.70987359964
STD_RMSE:  73.389668545
CV_RMSE:  5.71246206183
AVG_MAE:  23.7024342671
AVG_MAE_PER_AREA:  1.84493620434
STD_MAE:  26.1966812626
CV_MAE:  2.03908194198



ITERATION 468 OF 6498
HP:  2
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.65612447984
AVG_RMSE_PER_AREA:  1.49062652871
STD_RMSE:  0.373276547589
CV_RMSE:  0.335974699461
AVG_MAE:  1.25803028023
AVG_MAE_PER_AREA:  1.13231422666
STD_MAE:  0.317854765164
CV_MAE:  0.28609126367



ITERATION 469 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.8526297294
AVG_RMSE_PER_AREA:  4.26958688509
STD_RMSE:  34.3639567936
CV_RMSE:  2.67480155408
AVG_MAE:  12.8256001591
AVG_MAE_PER_AREA:  0.998311557763
STD_MAE:  4.21774321709
CV_MAE:  0.328298227691



ITERATION 470 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.64793553139
AVG_RMSE_PER_AREA:  1.48325590897
STD_RMSE:  0.125424493814
CV_RMSE:  0.112890715707
AVG_MAE:  1.09910952165
AVG_MAE_PER_AREA:  0.989274556881
STD_MAE:  0.038872595967
CV_MAE:  0.0349880238436



ITERATION 471 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.8209713596
AVG_RMSE_PER_AREA:  4.26712267943
STD_RMSE:  34.2980838086
CV_RMSE:  2.66967417124
AVG_MAE:  12.8024750747
AVG_MAE_PER_AREA:  0.996511560981
STD_MAE:  4.17218909845
CV_MAE:  0.324752412869



ITERATION 472 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.65232314884
AVG_RMSE_PER_AREA:  1.48720506802
STD_RMSE:  0.125269606078
CV_RMSE:  0.112751306037
AVG_MAE:  1.09131901425
AVG_MAE_PER_AREA:  0.982262561623
STD_MAE:  0.079575785548
CV_MAE:  0.0716237084986



ITERATION 473 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.2139706649
AVG_RMSE_PER_AREA:  3.9863630707
STD_RMSE:  39.5208453265
CV_RMSE:  3.07620042514
AVG_MAE:  13.1025901782
AVG_MAE_PER_AREA:  1.01987174474
STD_MAE:  5.75012856711
CV_MAE:  0.44757514159



ITERATION 474 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.65275275334
AVG_RMSE_PER_AREA:  1.48759174177
STD_RMSE:  0.186899110512
CV_RMSE:  0.168222120809
AVG_MAE:  1.13223441832
AVG_MAE_PER_AREA:  1.01908925399
STD_MAE:  0.0915660289375
CV_MAE:  0.0824157564997



ITERATION 475 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.5470494025
AVG_RMSE_PER_AREA:  3.93445164386
STD_RMSE:  39.818752123
CV_RMSE:  3.09938871999
AVG_MAE:  12.9489431673
AVG_MAE_PER_AREA:  1.00791225864
STD_MAE:  5.883506225
CV_MAE:  0.457956913653



ITERATION 476 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.56603841532
AVG_RMSE_PER_AREA:  1.40954284251
STD_RMSE:  0.183127747468
CV_RMSE:  0.164827633335
AVG_MAE:  1.0798498354
AVG_MAE_PER_AREA:  0.971939507732
STD_MAE:  0.138673199534
CV_MAE:  0.12481546681



ITERATION 477 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.4108832286
AVG_RMSE_PER_AREA:  3.69034057696
STD_RMSE:  43.6255238091
CV_RMSE:  3.39569798621
AVG_MAE:  12.9561464932
AVG_MAE_PER_AREA:  1.00847294691
STD_MAE:  7.96190470071
CV_MAE:  0.619734077622



ITERATION 478 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49557433692
AVG_RMSE_PER_AREA:  1.34612030039
STD_RMSE:  0.198617915172
CV_RMSE:  0.178769855188
AVG_MAE:  1.06832535968
AVG_MAE_PER_AREA:  0.961566682835
STD_MAE:  0.172482991656
CV_MAE:  0.155246617174



ITERATION 479 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  46.7560884455
AVG_RMSE_PER_AREA:  3.63937304392
STD_RMSE:  44.5453669046
CV_RMSE:  3.46729619465
AVG_MAE:  13.2758510638
AVG_MAE_PER_AREA:  1.03335792413
STD_MAE:  7.60217893208
CV_MAE:  0.591733953807



ITERATION 480 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.50617992797
AVG_RMSE_PER_AREA:  1.35566606556
STD_RMSE:  0.224341010465
CV_RMSE:  0.201922419329
AVG_MAE:  1.14931499039
AVG_MAE_PER_AREA:  1.03446294973
STD_MAE:  0.0696330247604
CV_MAE:  0.0626745363928



ITERATION 481 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  44.0090288391
AVG_RMSE_PER_AREA:  3.42554902625
STD_RMSE:  47.1563422714
CV_RMSE:  3.67052776692
AVG_MAE:  12.8056053221
AVG_MAE_PER_AREA:  0.996755211349
STD_MAE:  9.00348075155
CV_MAE:  0.700807664584



ITERATION 482 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.77057235492
AVG_RMSE_PER_AREA:  1.59363752869
STD_RMSE:  0.215765039944
CV_RMSE:  0.194203452957
AVG_MAE:  1.1118477095
AVG_MAE_PER_AREA:  1.00073980661
STD_MAE:  0.188377391875
CV_MAE:  0.169552676237



ITERATION 483 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.3830708466
AVG_RMSE_PER_AREA:  3.22115124513
STD_RMSE:  49.8550744043
CV_RMSE:  3.88059009899
AVG_MAE:  12.8489884433
AVG_MAE_PER_AREA:  1.00013204134
STD_MAE:  11.0517719647
CV_MAE:  0.860241357071



ITERATION 484 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.75664867066
AVG_RMSE_PER_AREA:  1.58110525024
STD_RMSE:  0.31647814622
CV_RMSE:  0.284852211447
AVG_MAE:  1.11415688967
AVG_MAE_PER_AREA:  1.00281822841
STD_MAE:  0.281716214826
CV_MAE:  0.253564069912



ITERATION 485 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  38.2482428954
AVG_RMSE_PER_AREA:  2.97714434202
STD_RMSE:  51.7152208353
CV_RMSE:  4.02537908806
AVG_MAE:  12.7902203987
AVG_MAE_PER_AREA:  0.995557688684
STD_MAE:  12.5507522802
CV_MAE:  0.97691810945



ITERATION 486 OF 6498
HP:  2
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.74645260795
AVG_RMSE_PER_AREA:  1.57192808889
STD_RMSE:  0.363804196565
CV_RMSE:  0.327448928665
AVG_MAE:  1.1121646602
AVG_MAE_PER_AREA:  1.00102508415
STD_MAE:  0.281407103262
CV_MAE:  0.253285848134



ITERATION 487 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  71.1513884478
AVG_RMSE_PER_AREA:  5.53824012579
STD_RMSE:  25.3193234218
CV_RMSE:  1.97079067593
AVG_MAE:  21.7561660393
AVG_MAE_PER_AREA:  1.69344371728
STD_MAE:  4.9758028928
CV_MAE:  0.387303633002



ITERATION 488 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.69869517838
AVG_RMSE_PER_AREA:  1.52894310054
STD_RMSE:  0.0632378046042
CV_RMSE:  0.056918396116
AVG_MAE:  1.2771184168
AVG_MAE_PER_AREA:  1.14949486924
STD_MAE:  0.0480990294951
CV_MAE:  0.0432924518922



ITERATION 489 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  77.6883260274
AVG_RMSE_PER_AREA:  6.04705844674
STD_RMSE:  23.5263265423
CV_RMSE:  1.83122843435
AVG_MAE:  22.2427431852
AVG_MAE_PER_AREA:  1.73131762434
STD_MAE:  4.34776594232
CV_MAE:  0.338418860469



ITERATION 490 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.7178779976
AVG_RMSE_PER_AREA:  1.54620896406
STD_RMSE:  0.0786478468205
CV_RMSE:  0.0707884994904
AVG_MAE:  1.27888870953
AVG_MAE_PER_AREA:  1.15108825508
STD_MAE:  0.0796492907878
CV_MAE:  0.0716898682962



ITERATION 491 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  74.5924643453
AVG_RMSE_PER_AREA:  5.80608457728
STD_RMSE:  36.3834198393
CV_RMSE:  2.83199133655
AVG_MAE:  22.9685355953
AVG_MAE_PER_AREA:  1.78781142912
STD_MAE:  7.20639706203
CV_MAE:  0.560927316276



ITERATION 492 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.70312208241
AVG_RMSE_PER_AREA:  1.53292762023
STD_RMSE:  0.0748588763673
CV_RMSE:  0.0673781641305
AVG_MAE:  1.2552319659
AVG_MAE_PER_AREA:  1.1297955503
STD_MAE:  0.0846069586838
CV_MAE:  0.0761521121531



ITERATION 493 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  67.0389666993
AVG_RMSE_PER_AREA:  5.21813984892
STD_RMSE:  38.1343010846
CV_RMSE:  2.96827540605
AVG_MAE:  21.8172662499
AVG_MAE_PER_AREA:  1.6981995997
STD_MAE:  8.38952307626
CV_MAE:  0.653018786433



ITERATION 494 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.73243878811
AVG_RMSE_PER_AREA:  1.55931468218
STD_RMSE:  0.0996655578672
CV_RMSE:  0.0897058925007
AVG_MAE:  1.27252629533
AVG_MAE_PER_AREA:  1.14536164244
STD_MAE:  0.0774137319279
CV_MAE:  0.0696777107661



ITERATION 495 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  68.8169868608
AVG_RMSE_PER_AREA:  5.35653634149
STD_RMSE:  34.7783589167
CV_RMSE:  2.70705754397
AVG_MAE:  21.8629775641
AVG_MAE_PER_AREA:  1.70175765022
STD_MAE:  6.74440213686
CV_MAE:  0.524966825717



ITERATION 496 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.72678984646
AVG_RMSE_PER_AREA:  1.55423024416
STD_RMSE:  0.118503646625
CV_RMSE:  0.106661474762
AVG_MAE:  1.2780470806
AVG_MAE_PER_AREA:  1.15033073086
STD_MAE:  0.0730631307665
CV_MAE:  0.0657618689401



ITERATION 497 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  61.0341141608
AVG_RMSE_PER_AREA:  4.75073765195
STD_RMSE:  44.2695594644
CV_RMSE:  3.44582805656
AVG_MAE:  20.9414700193
AVG_MAE_PER_AREA:  1.63002988535
STD_MAE:  10.8391035777
CV_MAE:  0.843687799653



ITERATION 498 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.70156378133
AVG_RMSE_PER_AREA:  1.53152504152
STD_RMSE:  0.148536087118
CV_RMSE:  0.133692747511
AVG_MAE:  1.2487885455
AVG_MAE_PER_AREA:  1.12399602647
STD_MAE:  0.119730957317
CV_MAE:  0.107766139235



ITERATION 499 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  59.8308323011
AVG_RMSE_PER_AREA:  4.65707730289
STD_RMSE:  48.4886407934
CV_RMSE:  3.77423043943
AVG_MAE:  21.7555277311
AVG_MAE_PER_AREA:  1.69339403301
STD_MAE:  13.3189160617
CV_MAE:  1.03670999223



ITERATION 500 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.71045522564
AVG_RMSE_PER_AREA:  1.53952795612
STD_RMSE:  0.194920402861
CV_RMSE:  0.175441838479
AVG_MAE:  1.27575600531
AVG_MAE_PER_AREA:  1.14826860471
STD_MAE:  0.139163501086
CV_MAE:  0.125256772104



ITERATION 501 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  56.2040063474
AVG_RMSE_PER_AREA:  4.37477454726
STD_RMSE:  52.6360158018
CV_RMSE:  4.09705138768
AVG_MAE:  21.5259060847
AVG_MAE_PER_AREA:  1.67552087771
STD_MAE:  15.0039373439
CV_MAE:  1.16786769248



ITERATION 502 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.66507516918
AVG_RMSE_PER_AREA:  1.49868276793
STD_RMSE:  0.20694796646
CV_RMSE:  0.186267477249
AVG_MAE:  1.24626203399
AVG_MAE_PER_AREA:  1.12172199144
STD_MAE:  0.161156169209
CV_MAE:  0.145051693888



ITERATION 503 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  53.1985003332
AVG_RMSE_PER_AREA:  4.14083372939
STD_RMSE:  52.4075650994
CV_RMSE:  4.07926937563
AVG_MAE:  20.6635001719
AVG_MAE_PER_AREA:  1.60839343107
STD_MAE:  14.3078351554
CV_MAE:  1.11368489779



ITERATION 504 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.65387923317
AVG_RMSE_PER_AREA:  1.48860565149
STD_RMSE:  0.288080581019
CV_RMSE:  0.259292439489
AVG_MAE:  1.24490924472
AVG_MAE_PER_AREA:  1.12050438757
STD_MAE:  0.216810144004
CV_MAE:  0.195144118864



ITERATION 505 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  76.5570592137
AVG_RMSE_PER_AREA:  5.95900356268
STD_RMSE:  19.8554949407
CV_RMSE:  1.54550039285
AVG_MAE:  21.6492971165
AVG_MAE_PER_AREA:  1.68512531662
STD_MAE:  1.68182379446
CV_MAE:  0.130908816064



ITERATION 506 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.63126738951
AVG_RMSE_PER_AREA:  1.46825342892
STD_RMSE:  0.0933024539508
CV_RMSE:  0.0839786590601
AVG_MAE:  1.20450017749
AVG_MAE_PER_AREA:  1.08413343337
STD_MAE:  0.0716405312903
CV_MAE:  0.0644814310596



ITERATION 507 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  79.7771682664
AVG_RMSE_PER_AREA:  6.20964852625
STD_RMSE:  34.1164054336
CV_RMSE:  2.65553279622
AVG_MAE:  23.5455102689
AVG_MAE_PER_AREA:  1.83272164603
STD_MAE:  7.00136262443
CV_MAE:  0.544967965738



ITERATION 508 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.66059558512
AVG_RMSE_PER_AREA:  1.49465083258
STD_RMSE:  0.14217428682
CV_RMSE:  0.127966687417
AVG_MAE:  1.25463930151
AVG_MAE_PER_AREA:  1.12926211137
STD_MAE:  0.114105292794
CV_MAE:  0.102702652232



ITERATION 509 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  73.863195444
AVG_RMSE_PER_AREA:  5.74932017141
STD_RMSE:  38.3431283117
CV_RMSE:  2.98452997752
AVG_MAE:  22.7150544772
AVG_MAE_PER_AREA:  1.76808111422
STD_MAE:  8.3808696131
CV_MAE:  0.652345223233



ITERATION 510 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.64889574496
AVG_RMSE_PER_AREA:  1.48412016756
STD_RMSE:  0.170057101545
CV_RMSE:  0.15306314836
AVG_MAE:  1.24923118317
AVG_MAE_PER_AREA:  1.12439443098
STD_MAE:  0.125830256944
CV_MAE:  0.113255930578



ITERATION 511 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  75.3337226651
AVG_RMSE_PER_AREA:  5.86378220849
STD_RMSE:  41.7999400182
CV_RMSE:  3.25359926369
AVG_MAE:  23.3422195335
AVG_MAE_PER_AREA:  1.81689802077
STD_MAE:  9.32619199458
CV_MAE:  0.725926673421



ITERATION 512 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.64318317984
AVG_RMSE_PER_AREA:  1.47897846402
STD_RMSE:  0.203692458373
CV_RMSE:  0.1833372949
AVG_MAE:  1.24141939598
AVG_MAE_PER_AREA:  1.11736328244
STD_MAE:  0.15153422092
CV_MAE:  0.13639127521



ITERATION 513 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  72.7362386329
AVG_RMSE_PER_AREA:  5.66160076681
STD_RMSE:  46.7467571474
CV_RMSE:  3.63864671979
AVG_MAE:  23.5860520362
AVG_MAE_PER_AREA:  1.83587731238
STD_MAE:  11.2839299313
CV_MAE:  0.878311932982



ITERATION 514 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.6468930278
AVG_RMSE_PER_AREA:  1.48231758367
STD_RMSE:  0.218500933272
CV_RMSE:  0.196665946099
AVG_MAE:  1.25159906553
AVG_MAE_PER_AREA:  1.1265256888
STD_MAE:  0.16003793948
CV_MAE:  0.144045209823



ITERATION 515 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  67.9517912296
AVG_RMSE_PER_AREA:  5.2891917504
STD_RMSE:  44.9814233612
CV_RMSE:  3.50123770188
AVG_MAE:  21.7978336557
AVG_MAE_PER_AREA:  1.69668701681
STD_MAE:  9.89484471598
CV_MAE:  0.770189131091



ITERATION 516 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.63596562222
AVG_RMSE_PER_AREA:  1.47248216317
STD_RMSE:  0.179108413346
CV_RMSE:  0.161209954746
AVG_MAE:  1.23756880242
AVG_MAE_PER_AREA:  1.11389748201
STD_MAE:  0.126792950678
CV_MAE:  0.114122421494



ITERATION 517 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  67.0016186497
AVG_RMSE_PER_AREA:  5.2152327733
STD_RMSE:  48.6726545149
CV_RMSE:  3.78855359177
AVG_MAE:  22.336989916
AVG_MAE_PER_AREA:  1.7386535462
STD_MAE:  10.8468623796
CV_MAE:  0.844291724734



ITERATION 518 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.62602322647
AVG_RMSE_PER_AREA:  1.46353331962
STD_RMSE:  0.237903571734
CV_RMSE:  0.214129662124
AVG_MAE:  1.22662838916
AVG_MAE_PER_AREA:  1.10405035372
STD_MAE:  0.172102158068
CV_MAE:  0.154903840616



ITERATION 519 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  70.1833958507
AVG_RMSE_PER_AREA:  5.46289408463
STD_RMSE:  53.6340651626
CV_RMSE:  4.17473696962
AVG_MAE:  22.7482198552
AVG_MAE_PER_AREA:  1.7706626215
STD_MAE:  11.5954896085
CV_MAE:  0.902562932767



ITERATION 520 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.62076970942
AVG_RMSE_PER_AREA:  1.45880479107
STD_RMSE:  0.271337118458
CV_RMSE:  0.244222165618
AVG_MAE:  1.23827688276
AVG_MAE_PER_AREA:  1.11453480328
STD_MAE:  0.219189608306
CV_MAE:  0.197285801241



ITERATION 521 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  57.0475968438
AVG_RMSE_PER_AREA:  4.44043745052
STD_RMSE:  57.1504683883
CV_RMSE:  4.44844470559
AVG_MAE:  21.4694994844
AVG_MAE_PER_AREA:  1.67113033378
STD_MAE:  16.2178066219
CV_MAE:  1.2623521388



ITERATION 522 OF 6498
HP:  2
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.61129460864
AVG_RMSE_PER_AREA:  1.4502765453
STD_RMSE:  0.280893894691
CV_RMSE:  0.252823924939
AVG_MAE:  1.23061076617
AVG_MAE_PER_AREA:  1.10763476834
STD_MAE:  0.200434173246
CV_MAE:  0.180404613022



ITERATION 523 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  68.9860337608
AVG_RMSE_PER_AREA:  5.36969451515
STD_RMSE:  25.946368738
CV_RMSE:  2.01959826221
AVG_MAE:  21.935357687
AVG_MAE_PER_AREA:  1.70739153186
STD_MAE:  5.99186772109
CV_MAE:  0.466391492356



ITERATION 524 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.72887745911
AVG_RMSE_PER_AREA:  1.55610923987
STD_RMSE:  0.0705655932141
CV_RMSE:  0.0635139124747
AVG_MAE:  1.29034235637
AVG_MAE_PER_AREA:  1.16139732909
STD_MAE:  0.0800342434792
CV_MAE:  0.0720363523324



ITERATION 525 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  66.0849505684
AVG_RMSE_PER_AREA:  5.14388169976
STD_RMSE:  31.9725117972
CV_RMSE:  2.48865765827
AVG_MAE:  20.3729943055
AVG_MAE_PER_AREA:  1.58578120549
STD_MAE:  5.77953416326
CV_MAE:  0.44986399717



ITERATION 526 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.69089824357
AVG_RMSE_PER_AREA:  1.52192532017
STD_RMSE:  0.0768342745118
CV_RMSE:  0.0691561590305
AVG_MAE:  1.27042467541
AVG_MAE_PER_AREA:  1.14347003922
STD_MAE:  0.0766700571569
CV_MAE:  0.0690083520579



ITERATION 527 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.7818685112
AVG_RMSE_PER_AREA:  4.49759125877
STD_RMSE:  38.8123506768
CV_RMSE:  3.02105303331
AVG_MAE:  19.9927651135
AVG_MAE_PER_AREA:  1.55618514821
STD_MAE:  9.11316217947
CV_MAE:  0.709344983369



ITERATION 528 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.69675456902
AVG_RMSE_PER_AREA:  1.52719641796
STD_RMSE:  0.105866150609
CV_RMSE:  0.0952868546486
AVG_MAE:  1.26927744306
AVG_MAE_PER_AREA:  1.14243745079
STD_MAE:  0.0821463212489
CV_MAE:  0.0739373683445



ITERATION 529 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  65.4546586222
AVG_RMSE_PER_AREA:  5.09482140419
STD_RMSE:  35.3876783756
CV_RMSE:  2.75448539535
AVG_MAE:  21.29509024
AVG_MAE_PER_AREA:  1.65755476909
STD_MAE:  8.73683138997
CV_MAE:  0.68005236766



ITERATION 530 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.69476099118
AVG_RMSE_PER_AREA:  1.52540206007
STD_RMSE:  0.117010924313
CV_RMSE:  0.105317921481
AVG_MAE:  1.24458170216
AVG_MAE_PER_AREA:  1.12020957663
STD_MAE:  0.0937104147455
CV_MAE:  0.0843458519798



ITERATION 531 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  62.1117511482
AVG_RMSE_PER_AREA:  4.83461812899
STD_RMSE:  37.251143066
CV_RMSE:  2.89953266915
AVG_MAE:  19.9284411765
AVG_MAE_PER_AREA:  1.55117833925
STD_MAE:  7.88526887844
CV_MAE:  0.613768943346



ITERATION 532 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.69032328319
AVG_RMSE_PER_AREA:  1.52140781608
STD_RMSE:  0.0993567340106
CV_RMSE:  0.0894279296791
AVG_MAE:  1.25458675019
AVG_MAE_PER_AREA:  1.12921481155
STD_MAE:  0.0881435581212
CV_MAE:  0.079335296151



ITERATION 533 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  61.9373566482
AVG_RMSE_PER_AREA:  4.82104371197
STD_RMSE:  43.9020583257
CV_RMSE:  3.41722271804
AVG_MAE:  20.9820502901
AVG_MAE_PER_AREA:  1.63318854872
STD_MAE:  11.1825038209
CV_MAE:  0.87041718677



ITERATION 534 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.69949405093
AVG_RMSE_PER_AREA:  1.52966214107
STD_RMSE:  0.152224750467
CV_RMSE:  0.137012799542
AVG_MAE:  1.26460441861
AVG_MAE_PER_AREA:  1.13823140571
STD_MAE:  0.1312815154
CV_MAE:  0.118162440063



ITERATION 535 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  58.805459039
AVG_RMSE_PER_AREA:  4.57726489911
STD_RMSE:  51.1368256564
CV_RMSE:  3.98035830268
AVG_MAE:  21.399302521
AVG_MAE_PER_AREA:  1.66566638363
STD_MAE:  14.040424655
CV_MAE:  1.09287035579



ITERATION 536 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.73088079773
AVG_RMSE_PER_AREA:  1.55791238313
STD_RMSE:  0.197433469202
CV_RMSE:  0.177703771927
AVG_MAE:  1.30348012156
AVG_MAE_PER_AREA:  1.17322222605
STD_MAE:  0.149023325002
CV_MAE:  0.134131295292



ITERATION 537 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  59.1883331049
AVG_RMSE_PER_AREA:  4.60706682654
STD_RMSE:  53.332691272
CV_RMSE:  4.15127880513
AVG_MAE:  22.6934816207
AVG_MAE_PER_AREA:  1.76640193885
STD_MAE:  16.1351778204
CV_MAE:  1.25592052651



ITERATION 538 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.66783932501
AVG_RMSE_PER_AREA:  1.50117069928
STD_RMSE:  0.281984387928
CV_RMSE:  0.253805444245
AVG_MAE:  1.25838782957
AVG_MAE_PER_AREA:  1.13263604579
STD_MAE:  0.239787749873
CV_MAE:  0.215825552713



ITERATION 539 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  49.6965509596
AVG_RMSE_PER_AREA:  3.86825104389
STD_RMSE:  52.6468014569
CV_RMSE:  4.09789091519
AVG_MAE:  19.8013279773
AVG_MAE_PER_AREA:  1.54128417646
STD_MAE:  14.5696907686
CV_MAE:  1.13406706173



ITERATION 540 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.64660265857
AVG_RMSE_PER_AREA:  1.48205623128
STD_RMSE:  0.292694923047
CV_RMSE:  0.263445666329
AVG_MAE:  1.26108708095
AVG_MAE_PER_AREA:  1.13506555864
STD_MAE:  0.225330597545
CV_MAE:  0.202813116116



ITERATION 541 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  62.7192501837
AVG_RMSE_PER_AREA:  4.88190428331
STD_RMSE:  29.9308751221
CV_RMSE:  2.32974193783
AVG_MAE:  18.7564324842
AVG_MAE_PER_AREA:  1.4599522127
STD_MAE:  4.0765299129
CV_MAE:  0.317306549178



ITERATION 542 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.63998701996
AVG_RMSE_PER_AREA:  1.47610169916
STD_RMSE:  0.0364723801633
CV_RMSE:  0.0328276636803
AVG_MAE:  1.23931308023
AVG_MAE_PER_AREA:  1.11546745263
STD_MAE:  0.020863160014
CV_MAE:  0.0187782863959



ITERATION 543 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.5747076281
AVG_RMSE_PER_AREA:  4.79281604982
STD_RMSE:  33.0608578159
CV_RMSE:  2.57337169862
AVG_MAE:  18.7981319081
AVG_MAE_PER_AREA:  1.46319798805
STD_MAE:  5.51253658504
CV_MAE:  0.429081595963



ITERATION 544 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.63424920016
AVG_RMSE_PER_AREA:  1.47093726465
STD_RMSE:  0.0870976836049
CV_RMSE:  0.0783939367794
AVG_MAE:  1.25935107383
AVG_MAE_PER_AREA:  1.13350303221
STD_MAE:  0.0693145191069
CV_MAE:  0.0623878592847



ITERATION 545 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  59.0278767306
AVG_RMSE_PER_AREA:  4.5945773172
STD_RMSE:  38.0851736854
CV_RMSE:  2.96445145631
AVG_MAE:  18.9053592585
AVG_MAE_PER_AREA:  1.47154428778
STD_MAE:  6.48292440996
CV_MAE:  0.504614075466



ITERATION 546 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.6479277431
AVG_RMSE_PER_AREA:  1.48324889897
STD_RMSE:  0.106261547228
CV_RMSE:  0.0956427389416
AVG_MAE:  1.26371626367
AVG_MAE_PER_AREA:  1.13743200486
STD_MAE:  0.0572756830161
CV_MAE:  0.0515520744929



ITERATION 547 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.3386252724
AVG_RMSE_PER_AREA:  4.46309035099
STD_RMSE:  40.2601191919
CV_RMSE:  3.13374359154
AVG_MAE:  18.908614472
AVG_MAE_PER_AREA:  1.47179766518
STD_MAE:  8.0924362548
CV_MAE:  0.629894316322



ITERATION 548 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.61864471339
AVG_RMSE_PER_AREA:  1.45689214774
STD_RMSE:  0.1279357236
CV_RMSE:  0.11515099613
AVG_MAE:  1.23071546402
AVG_MAE_PER_AREA:  1.10772900365
STD_MAE:  0.0748331775841
CV_MAE:  0.0673550334489



ITERATION 549 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.9754619634
AVG_RMSE_PER_AREA:  4.27914782862
STD_RMSE:  43.4126435142
CV_RMSE:  3.37912793442
AVG_MAE:  18.6177892157
AVG_MAE_PER_AREA:  1.44916057911
STD_MAE:  9.11571951558
CV_MAE:  0.7095440398



ITERATION 550 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.63624006311
AVG_RMSE_PER_AREA:  1.47272917894
STD_RMSE:  0.140712669519
CV_RMSE:  0.126651130797
AVG_MAE:  1.24937404464
AVG_MAE_PER_AREA:  1.12452301618
STD_MAE:  0.112983819726
CV_MAE:  0.101693248938



ITERATION 551 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.2589775824
AVG_RMSE_PER_AREA:  4.22337853676
STD_RMSE:  44.344260525
CV_RMSE:  3.451642594
AVG_MAE:  18.8928723404
AVG_MAE_PER_AREA:  1.47057233836
STD_MAE:  9.06618130667
CV_MAE:  0.705688113692



ITERATION 552 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.63895164033
AVG_RMSE_PER_AREA:  1.47516978591
STD_RMSE:  0.115789559901
CV_RMSE:  0.104218609071
AVG_MAE:  1.26149003514
AVG_MAE_PER_AREA:  1.13542824527
STD_MAE:  0.0868572676117
CV_MAE:  0.0781775457643



ITERATION 553 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  52.4838822401
AVG_RMSE_PER_AREA:  4.08520970455
STD_RMSE:  46.0704706828
CV_RMSE:  3.58600632983
AVG_MAE:  18.6473089636
AVG_MAE_PER_AREA:  1.45145831997
STD_MAE:  10.4576129233
CV_MAE:  0.813993553397



ITERATION 554 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.63264134219
AVG_RMSE_PER_AREA:  1.46949008132
STD_RMSE:  0.145371250821
CV_RMSE:  0.130844176041
AVG_MAE:  1.24389808184
AVG_MAE_PER_AREA:  1.11959427108
STD_MAE:  0.120474537592
CV_MAE:  0.108435412891



ITERATION 555 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  51.6235201406
AVG_RMSE_PER_AREA:  4.01824134306
STD_RMSE:  47.6040670131
CV_RMSE:  3.7053775033
AVG_MAE:  18.7326521164
AVG_MAE_PER_AREA:  1.45810121035
STD_MAE:  11.2767752023
CV_MAE:  0.877755027381



ITERATION 556 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.61397188798
AVG_RMSE_PER_AREA:  1.45268628181
STD_RMSE:  0.224229297478
CV_RMSE:  0.201821869917
AVG_MAE:  1.23741764543
AVG_MAE_PER_AREA:  1.11376143027
STD_MAE:  0.164863573211
CV_MAE:  0.148388613803



ITERATION 557 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.491458754
AVG_RMSE_PER_AREA:  3.69661236754
STD_RMSE:  50.9627952739
CV_RMSE:  3.96681222764
AVG_MAE:  18.4990788795
AVG_MAE_PER_AREA:  1.43992047346
STD_MAE:  13.6992179266
CV_MAE:  1.06631170619



ITERATION 558 OF 6498
HP:  2
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.63246986987
AVG_RMSE_PER_AREA:  1.46933574437
STD_RMSE:  0.216632876282
CV_RMSE:  0.194984565659
AVG_MAE:  1.2545450489
AVG_MAE_PER_AREA:  1.12917727751
STD_MAE:  0.152720072773
CV_MAE:  0.137458623862



ITERATION 559 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  78.4788332933
AVG_RMSE_PER_AREA:  6.10858948858
STD_RMSE:  18.4468372154
CV_RMSE:  1.43585411738
AVG_MAE:  21.5139684994
AVG_MAE_PER_AREA:  1.67459168693
STD_MAE:  3.68978235455
CV_MAE:  0.287203119113



ITERATION 560 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.64874047309
AVG_RMSE_PER_AREA:  1.48398041215
STD_RMSE:  0.0368810925649
CV_RMSE:  0.0331955330982
AVG_MAE:  1.27180470591
AVG_MAE_PER_AREA:  1.14471216207
STD_MAE:  0.0111626920043
CV_MAE:  0.0100471945413



ITERATION 561 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  73.66346128
AVG_RMSE_PER_AREA:  5.73377338047
STD_RMSE:  28.9564696655
CV_RMSE:  2.25389673626
AVG_MAE:  21.7356739171
AVG_MAE_PER_AREA:  1.69184866346
STD_MAE:  5.35556575949
CV_MAE:  0.416863392726



ITERATION 562 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.68097081844
AVG_RMSE_PER_AREA:  1.51298995122
STD_RMSE:  0.0638682747277
CV_RMSE:  0.057485862815
AVG_MAE:  1.29577712404
AVG_MAE_PER_AREA:  1.16628899574
STD_MAE:  0.0636422141569
CV_MAE:  0.0572823926724



ITERATION 563 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  63.3510457581
AVG_RMSE_PER_AREA:  4.93108161741
STD_RMSE:  40.305488569
CV_RMSE:  3.13727502656
AVG_MAE:  20.0798955413
AVG_MAE_PER_AREA:  1.56296715545
STD_MAE:  8.88050203398
CV_MAE:  0.691235319151



ITERATION 564 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.62482821191
AVG_RMSE_PER_AREA:  1.4624577239
STD_RMSE:  0.0840498928831
CV_RMSE:  0.0756507144194
AVG_MAE:  1.23540186784
AVG_MAE_PER_AREA:  1.11194709109
STD_MAE:  0.0656993540518
CV_MAE:  0.0591339607991



ITERATION 565 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  63.633381182
AVG_RMSE_PER_AREA:  4.95305787687
STD_RMSE:  39.837018631
CV_RMSE:  3.10081053774
AVG_MAE:  20.2660581771
AVG_MAE_PER_AREA:  1.57745757372
STD_MAE:  8.98059252217
CV_MAE:  0.699026103983



ITERATION 566 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.67190233496
AVG_RMSE_PER_AREA:  1.50482768914
STD_RMSE:  0.0999261781646
CV_RMSE:  0.0899404687865
AVG_MAE:  1.27964352309
AVG_MAE_PER_AREA:  1.15176763947
STD_MAE:  0.0663497033279
CV_MAE:  0.0597193201097



ITERATION 567 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  65.465298891
AVG_RMSE_PER_AREA:  5.0956496152
STD_RMSE:  37.0623467684
CV_RMSE:  2.88483725345
AVG_MAE:  20.0070260181
AVG_MAE_PER_AREA:  1.55729518016
STD_MAE:  8.17708071815
CV_MAE:  0.636482822514



ITERATION 568 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.62788642211
AVG_RMSE_PER_AREA:  1.46521032451
STD_RMSE:  0.125273554145
CV_RMSE:  0.112754859571
AVG_MAE:  1.23132986952
AVG_MAE_PER_AREA:  1.10828201108
STD_MAE:  0.0988893333321
CV_MAE:  0.0890072367545



ITERATION 569 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  67.9742497392
AVG_RMSE_PER_AREA:  5.29093986272
STD_RMSE:  46.4804164685
CV_RMSE:  3.61791544993
AVG_MAE:  22.2553675048
AVG_MAE_PER_AREA:  1.73230026874
STD_MAE:  11.8713633282
CV_MAE:  0.924036229877



ITERATION 570 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.62511106184
AVG_RMSE_PER_AREA:  1.46271230839
STD_RMSE:  0.175006937539
CV_RMSE:  0.157518342964
AVG_MAE:  1.22944068295
AVG_MAE_PER_AREA:  1.10658161255
STD_MAE:  0.133803780758
CV_MAE:  0.120432653263



ITERATION 571 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  58.0534495426
AVG_RMSE_PER_AREA:  4.51873042412
STD_RMSE:  47.6448135453
CV_RMSE:  3.70854910802
AVG_MAE:  20.2166887955
AVG_MAE_PER_AREA:  1.5736147887
STD_MAE:  12.7896139936
CV_MAE:  0.995510487678



ITERATION 572 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.66662583541
AVG_RMSE_PER_AREA:  1.50007847475
STD_RMSE:  0.175873904725
CV_RMSE:  0.158298673369
AVG_MAE:  1.27850892951
AVG_MAE_PER_AREA:  1.15074642682
STD_MAE:  0.128117367749
CV_MAE:  0.115314488422



ITERATION 573 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  51.5516982403
AVG_RMSE_PER_AREA:  4.01265091202
STD_RMSE:  54.3353062138
CV_RMSE:  4.2293197601
AVG_MAE:  19.4597991507
AVG_MAE_PER_AREA:  1.51470045557
STD_MAE:  16.2288863118
CV_MAE:  1.26321455322



ITERATION 574 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.61633604786
AVG_RMSE_PER_AREA:  1.45481418915
STD_RMSE:  0.250910648367
CV_RMSE:  0.225836930344
AVG_MAE:  1.23448996611
AVG_MAE_PER_AREA:  1.11112631648
STD_MAE:  0.19885951349
CV_MAE:  0.178987310377



ITERATION 575 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  51.0922704784
AVG_RMSE_PER_AREA:  3.97689024282
STD_RMSE:  54.2619793103
CV_RMSE:  4.2236121835
AVG_MAE:  19.5959847053
AVG_MAE_PER_AREA:  1.52530078705
STD_MAE:  15.0293139334
CV_MAE:  1.16984294059



ITERATION 576 OF 6498
HP:  2
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.61267737547
AVG_RMSE_PER_AREA:  1.45152113105
STD_RMSE:  0.257367106718
CV_RMSE:  0.231648189229
AVG_MAE:  1.24229204459
AVG_MAE_PER_AREA:  1.11814872651
STD_MAE:  0.199039279809
CV_MAE:  0.179149112492



ITERATION 577 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  73.324197532
AVG_RMSE_PER_AREA:  5.70736596744
STD_RMSE:  19.5294368606
CV_RMSE:  1.52012087487
AVG_MAE:  21.0190190774
AVG_MAE_PER_AREA:  1.63606610354
STD_MAE:  3.22917010528
CV_MAE:  0.251350252472



ITERATION 578 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.73598869343
AVG_RMSE_PER_AREA:  1.56250984239
STD_RMSE:  0.0432675762174
CV_RMSE:  0.0389438099177
AVG_MAE:  1.32312440806
AVG_MAE_PER_AREA:  1.19090344201
STD_MAE:  0.0338907113093
CV_MAE:  0.0305039832269



ITERATION 579 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  65.8542069611
AVG_RMSE_PER_AREA:  5.12592121392
STD_RMSE:  28.7859808628
CV_RMSE:  2.24062632863
AVG_MAE:  20.5936665422
AVG_MAE_PER_AREA:  1.60295776188
STD_MAE:  5.25861286196
CV_MAE:  0.409316829839



ITERATION 580 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.73768445921
AVG_RMSE_PER_AREA:  1.56403614883
STD_RMSE:  0.126104993885
CV_RMSE:  0.113503212818
AVG_MAE:  1.34855648859
AVG_MAE_PER_AREA:  1.21379407275
STD_MAE:  0.112229863508
CV_MAE:  0.101014636216



ITERATION 581 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  64.3857543299
AVG_RMSE_PER_AREA:  5.01162065756
STD_RMSE:  33.7247173831
CV_RMSE:  2.62504481102
AVG_MAE:  20.4794543026
AVG_MAE_PER_AREA:  1.59406777643
STD_MAE:  5.54001400183
CV_MAE:  0.431220367047



ITERATION 582 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.7295818614
AVG_RMSE_PER_AREA:  1.55674325063
STD_RMSE:  0.112536197507
CV_RMSE:  0.101290357994
AVG_MAE:  1.337813031
AVG_MAE_PER_AREA:  1.20412421817
STD_MAE:  0.110183199405
CV_MAE:  0.0991724970264



ITERATION 583 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  62.6299215138
AVG_RMSE_PER_AREA:  4.8749511706
STD_RMSE:  35.5066342107
CV_RMSE:  2.76374461001
AVG_MAE:  19.7609810446
AVG_MAE_PER_AREA:  1.53814367553
STD_MAE:  5.70490119168
CV_MAE:  0.444054759614



ITERATION 584 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.73466597148
AVG_RMSE_PER_AREA:  1.56131930119
STD_RMSE:  0.104687024109
CV_RMSE:  0.0942255592798
AVG_MAE:  1.3304315052
AVG_MAE_PER_AREA:  1.19748033462
STD_MAE:  0.0910805755131
CV_MAE:  0.0819788148557



ITERATION 585 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  60.427012288
AVG_RMSE_PER_AREA:  4.70348241174
STD_RMSE:  38.5804839696
CV_RMSE:  3.00300512828
AVG_MAE:  20.5204579563
AVG_MAE_PER_AREA:  1.59725939482
STD_MAE:  8.17529380292
CV_MAE:  0.636343733653



ITERATION 586 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.73087737919
AVG_RMSE_PER_AREA:  1.5579093062
STD_RMSE:  0.17490060517
CV_RMSE:  0.15742263648
AVG_MAE:  1.35172276066
AVG_MAE_PER_AREA:  1.21664393651
STD_MAE:  0.162633702325
CV_MAE:  0.146381575842



ITERATION 587 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  58.9288446253
AVG_RMSE_PER_AREA:  4.58686891416
STD_RMSE:  40.5023412759
CV_RMSE:  3.15259753233
AVG_MAE:  20.0438201161
AVG_MAE_PER_AREA:  1.56015913762
STD_MAE:  8.74523281052
CV_MAE:  0.680706312515



ITERATION 588 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.726746173
AVG_RMSE_PER_AREA:  1.55419093503
STD_RMSE:  0.145275909462
CV_RMSE:  0.130758362227
AVG_MAE:  1.34655344794
AVG_MAE_PER_AREA:  1.21199119768
STD_MAE:  0.140862391937
CV_MAE:  0.126785891324



ITERATION 589 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  56.1965223316
AVG_RMSE_PER_AREA:  4.37419201081
STD_RMSE:  46.0627284186
CV_RMSE:  3.58540369199
AVG_MAE:  20.3553761905
AVG_MAE_PER_AREA:  1.58440985697
STD_MAE:  10.6319061108
CV_MAE:  0.827560084506



ITERATION 590 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.74228280031
AVG_RMSE_PER_AREA:  1.56817497373
STD_RMSE:  0.183899691971
CV_RMSE:  0.165522436757
AVG_MAE:  1.36228255752
AVG_MAE_PER_AREA:  1.22614848374
STD_MAE:  0.14981630817
CV_MAE:  0.134845034967



ITERATION 591 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  52.9055645397
AVG_RMSE_PER_AREA:  4.11803236456
STD_RMSE:  49.3124295185
CV_RMSE:  3.83835202401
AVG_MAE:  20.2363056948
AVG_MAE_PER_AREA:  1.57514171742
STD_MAE:  11.9789820396
CV_MAE:  0.932412992147



ITERATION 592 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.71611969815
AVG_RMSE_PER_AREA:  1.54462637299
STD_RMSE:  0.221278168178
CV_RMSE:  0.199165649519
AVG_MAE:  1.33724654028
AVG_MAE_PER_AREA:  1.20361433735
STD_MAE:  0.181827088912
CV_MAE:  0.163656950713



ITERATION 593 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  48.7364519199
AVG_RMSE_PER_AREA:  3.79351941683
STD_RMSE:  51.8515714252
CV_RMSE:  4.03599226546
AVG_MAE:  20.0263898436
AVG_MAE_PER_AREA:  1.55880241027
STD_MAE:  14.9961957485
CV_MAE:  1.1672651067



ITERATION 594 OF 6498
HP:  2
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.71272644763
AVG_RMSE_PER_AREA:  1.54157221293
STD_RMSE:  0.235661423839
CV_RMSE:  0.212111574007
AVG_MAE:  1.33565511754
AVG_MAE_PER_AREA:  1.20218194686
STD_MAE:  0.207716695326
CV_MAE:  0.186959386375



ITERATION 595 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  76.6286448734
AVG_RMSE_PER_AREA:  5.96457560535
STD_RMSE:  28.7060438935
CV_RMSE:  2.2344042416
AVG_MAE:  22.9179489851
AVG_MAE_PER_AREA:  1.78387389816
STD_MAE:  6.04201285707
CV_MAE:  0.470294660098



ITERATION 596 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.72546606542
AVG_RMSE_PER_AREA:  1.5530387497
STD_RMSE:  0.0486809647253
CV_RMSE:  0.0438162338317
AVG_MAE:  1.30453374172
AVG_MAE_PER_AREA:  1.17417055704
STD_MAE:  0.0126772800215
CV_MAE:  0.0114104284685



ITERATION 597 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  80.228964071
AVG_RMSE_PER_AREA:  6.24481514362
STD_RMSE:  22.4582027076
CV_RMSE:  1.74808843652
AVG_MAE:  22.7804555639
AVG_MAE_PER_AREA:  1.77317176572
STD_MAE:  4.16049342382
CV_MAE:  0.323842051794



ITERATION 598 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.72645201245
AVG_RMSE_PER_AREA:  1.55392617019
STD_RMSE:  0.0515178549539
CV_RMSE:  0.046369631167
AVG_MAE:  1.31377278356
AVG_MAE_PER_AREA:  1.18248633344
STD_MAE:  0.052645183957
CV_MAE:  0.0473843052082



ITERATION 599 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  60.3477630176
AVG_RMSE_PER_AREA:  4.69731385342
STD_RMSE:  40.0662602349
CV_RMSE:  3.11865411153
AVG_MAE:  20.6297325065
AVG_MAE_PER_AREA:  1.6057650433
STD_MAE:  8.03557662856
CV_MAE:  0.625468510018



ITERATION 600 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.71303317089
AVG_RMSE_PER_AREA:  1.54184828507
STD_RMSE:  0.088583099561
CV_RMSE:  0.0797309138347
AVG_MAE:  1.27426859702
AVG_MAE_PER_AREA:  1.14692983441
STD_MAE:  0.0611300597885
CV_MAE:  0.055021280062



ITERATION 601 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  68.7459834684
AVG_RMSE_PER_AREA:  5.351009621
STD_RMSE:  37.9663947708
CV_RMSE:  2.95520601268
AVG_MAE:  23.0121955031
AVG_MAE_PER_AREA:  1.79120980347
STD_MAE:  9.63351239359
CV_MAE:  0.749847698751



ITERATION 602 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.75594306326
AVG_RMSE_PER_AREA:  1.58047015479
STD_RMSE:  0.135717653316
CV_RMSE:  0.122155270881
AVG_MAE:  1.33137533821
AVG_MAE_PER_AREA:  1.19832984958
STD_MAE:  0.105019411578
CV_MAE:  0.0945247309814



ITERATION 603 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  63.8983258231
AVG_RMSE_PER_AREA:  4.97368048276
STD_RMSE:  38.3635450966
CV_RMSE:  2.98611916727
AVG_MAE:  20.0479937783
AVG_MAE_PER_AREA:  1.56048400469
STD_MAE:  8.3199596802
CV_MAE:  0.647604151529



ITERATION 604 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.67465108345
AVG_RMSE_PER_AREA:  1.50730175281
STD_RMSE:  0.104476917921
CV_RMSE:  0.0940364491846
AVG_MAE:  1.26496638509
AVG_MAE_PER_AREA:  1.13855720056
STD_MAE:  0.0689227201865
CV_MAE:  0.0620352131691



ITERATION 605 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  58.5997282362
AVG_RMSE_PER_AREA:  4.56125134531
STD_RMSE:  48.3788141972
CV_RMSE:  3.76568182112
AVG_MAE:  20.2443326886
AVG_MAE_PER_AREA:  1.57576651787
STD_MAE:  11.6021122842
CV_MAE:  0.903078424723



ITERATION 606 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.68666108872
AVG_RMSE_PER_AREA:  1.51811158787
STD_RMSE:  0.210602203997
CV_RMSE:  0.189556543669
AVG_MAE:  1.28361120588
AVG_MAE_PER_AREA:  1.15533882829
STD_MAE:  0.165541677797
CV_MAE:  0.148998954811



ITERATION 607 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  62.0983038629
AVG_RMSE_PER_AREA:  4.83357142706
STD_RMSE:  47.6803227258
CV_RMSE:  3.71131305083
AVG_MAE:  21.6447932773
AVG_MAE_PER_AREA:  1.68477474942
STD_MAE:  13.9994291206
CV_MAE:  1.08967936937



ITERATION 608 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.72762204174
AVG_RMSE_PER_AREA:  1.55497927744
STD_RMSE:  0.22215732434
CV_RMSE:  0.199956950846
AVG_MAE:  1.30778299361
AVG_MAE_PER_AREA:  1.17709510838
STD_MAE:  0.163740486968
CV_MAE:  0.147377758538



ITERATION 609 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.1413615704
AVG_RMSE_PER_AREA:  3.8250365372
STD_RMSE:  52.4388720551
CV_RMSE:  4.08170622812
AVG_MAE:  19.8399582289
AVG_MAE_PER_AREA:  1.54429105537
STD_MAE:  16.6645555934
CV_MAE:  1.29712592375



ITERATION 610 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.64938010323
AVG_RMSE_PER_AREA:  1.48455612349
STD_RMSE:  0.252973320551
CV_RMSE:  0.227693477912
AVG_MAE:  1.25728284547
AVG_MAE_PER_AREA:  1.13164148371
STD_MAE:  0.210469629954
CV_MAE:  0.189437217865



ITERATION 611 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  55.8271349164
AVG_RMSE_PER_AREA:  4.34543984941
STD_RMSE:  54.8268670159
CV_RMSE:  4.26758158208
AVG_MAE:  21.1368959443
AVG_MAE_PER_AREA:  1.64524133411
STD_MAE:  14.020130475
CV_MAE:  1.09129070928



ITERATION 612 OF 6498
HP:  2
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.67566431836
AVG_RMSE_PER_AREA:  1.50821373428
STD_RMSE:  0.287600017234
CV_RMSE:  0.258859898859
AVG_MAE:  1.26869682832
AVG_MAE_PER_AREA:  1.14191485738
STD_MAE:  0.210978512821
CV_MAE:  0.189895247627



ITERATION 613 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.8584828495
AVG_RMSE_PER_AREA:  4.8149043794
STD_RMSE:  27.7623033231
CV_RMSE:  2.1609459155
AVG_MAE:  18.5210033271
AVG_MAE_PER_AREA:  1.44162701577
STD_MAE:  4.71502615198
CV_MAE:  0.367005445694



ITERATION 614 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.63769944379
AVG_RMSE_PER_AREA:  1.47404272245
STD_RMSE:  0.0644871463763
CV_RMSE:  0.0580428900846
AVG_MAE:  1.26241661362
AVG_MAE_PER_AREA:  1.13626222996
STD_MAE:  0.0750022271116
CV_MAE:  0.067507189711



ITERATION 615 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  70.2071150499
AVG_RMSE_PER_AREA:  5.46474032577
STD_RMSE:  37.3073639585
CV_RMSE:  2.90390875807
AVG_MAE:  22.0729945855
AVG_MAE_PER_AREA:  1.7181048322
STD_MAE:  8.23375900204
CV_MAE:  0.6408945136



ITERATION 616 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.68335524017
AVG_RMSE_PER_AREA:  1.51513609563
STD_RMSE:  0.121614219551
CV_RMSE:  0.109461205446
AVG_MAE:  1.25489454578
AVG_MAE_PER_AREA:  1.12949184886
STD_MAE:  0.123820372167
CV_MAE:  0.111446895324



ITERATION 617 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  75.7011406183
AVG_RMSE_PER_AREA:  5.89238107206
STD_RMSE:  41.1095572557
CV_RMSE:  3.19986165434
AVG_MAE:  23.7323878722
AVG_MAE_PER_AREA:  1.84726771553
STD_MAE:  8.96611758586
CV_MAE:  0.697899412363



ITERATION 618 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.71401919294
AVG_RMSE_PER_AREA:  1.54273577308
STD_RMSE:  0.122427388693
CV_RMSE:  0.110193113893
AVG_MAE:  1.27970741774
AVG_MAE_PER_AREA:  1.15182514908
STD_MAE:  0.114351703647
CV_MAE:  0.102924439035



ITERATION 619 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  72.2054879547
AVG_RMSE_PER_AREA:  5.62028850619
STD_RMSE:  46.7848799574
CV_RMSE:  3.64161410076
AVG_MAE:  23.9597465887
AVG_MAE_PER_AREA:  1.86496473022
STD_MAE:  11.1820389082
CV_MAE:  0.87038099917



ITERATION 620 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.73116790697
AVG_RMSE_PER_AREA:  1.55817080129
STD_RMSE:  0.166378044895
CV_RMSE:  0.149751743022
AVG_MAE:  1.28421563262
AVG_MAE_PER_AREA:  1.15588285415
STD_MAE:  0.143735601419
CV_MAE:  0.129371978498



ITERATION 621 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  72.0644316756
AVG_RMSE_PER_AREA:  5.60930905011
STD_RMSE:  45.299047093
CV_RMSE:  3.52596071199
AVG_MAE:  23.7439736048
AVG_MAE_PER_AREA:  1.848169519
STD_MAE:  10.2526753121
CV_MAE:  0.798041739576



ITERATION 622 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.72013789297
AVG_RMSE_PER_AREA:  1.54824302613
STD_RMSE:  0.171875621699
CV_RMSE:  0.154699942222
AVG_MAE:  1.27785144401
AVG_MAE_PER_AREA:  1.15015464441
STD_MAE:  0.157423568876
CV_MAE:  0.141692095533



ITERATION 623 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  73.3377497834
AVG_RMSE_PER_AREA:  5.70842083966
STD_RMSE:  45.8431773897
CV_RMSE:  3.56831440752
AVG_MAE:  24.3789361702
AVG_MAE_PER_AREA:  1.89759336349
STD_MAE:  12.0898547683
CV_MAE:  0.941043038702



ITERATION 624 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.73043251373
AVG_RMSE_PER_AREA:  1.55750889654
STD_RMSE:  0.211235933884
CV_RMSE:  0.190126944381
AVG_MAE:  1.29002413613
AVG_MAE_PER_AREA:  1.16111090888
STD_MAE:  0.207019182531
CV_MAE:  0.186331576636



ITERATION 625 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  67.1580873801
AVG_RMSE_PER_AREA:  5.22741189475
STD_RMSE:  51.8196365551
CV_RMSE:  4.03350653774
AVG_MAE:  23.5763697479
AVG_MAE_PER_AREA:  1.83512366809
STD_MAE:  14.0160390856
CV_MAE:  1.09097224611



ITERATION 626 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.69455964084
AVG_RMSE_PER_AREA:  1.52522083085
STD_RMSE:  0.22635433522
CV_RMSE:  0.2037345508
AVG_MAE:  1.26545037596
AVG_MAE_PER_AREA:  1.13899282581
STD_MAE:  0.190305606582
CV_MAE:  0.171288202782



ITERATION 627 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  65.7808712031
AVG_RMSE_PER_AREA:  5.12021294811
STD_RMSE:  53.703635288
CV_RMSE:  4.18015212832
AVG_MAE:  23.5536734197
AVG_MAE_PER_AREA:  1.83335704458
STD_MAE:  15.2328816815
CV_MAE:  1.18568812781



ITERATION 628 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.68837417708
AVG_RMSE_PER_AREA:  1.51965348583
STD_RMSE:  0.3063692092
CV_RMSE:  0.275753469244
AVG_MAE:  1.26951631736
AVG_MAE_PER_AREA:  1.14265245417
STD_MAE:  0.264497806791
CV_MAE:  0.238066312279



ITERATION 629 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  64.8085040898
AVG_RMSE_PER_AREA:  5.04452640592
STD_RMSE:  55.6049965969
CV_RMSE:  4.32814917693
AVG_MAE:  23.6254322048
AVG_MAE_PER_AREA:  1.8389425629
STD_MAE:  14.8081537524
CV_MAE:  1.15262840388



ITERATION 630 OF 6498
HP:  2
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.69631709197
AVG_RMSE_PER_AREA:  1.52680265837
STD_RMSE:  0.285348448115
CV_RMSE:  0.256833330988
AVG_MAE:  1.28049097697
AVG_MAE_PER_AREA:  1.15253040655
STD_MAE:  0.253588086048
CV_MAE:  0.228246809362



ITERATION 631 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  78.5062811307
AVG_RMSE_PER_AREA:  6.11072595728
STD_RMSE:  18.3566470496
CV_RMSE:  1.42883394805
AVG_MAE:  22.5594813371
AVG_MAE_PER_AREA:  1.75597170321
STD_MAE:  3.83871128623
CV_MAE:  0.298795362121



ITERATION 632 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.72853117005
AVG_RMSE_PER_AREA:  1.55579755578
STD_RMSE:  0.0649612151688
CV_RMSE:  0.0584695847728
AVG_MAE:  1.32736207329
AVG_MAE_PER_AREA:  1.1947176337
STD_MAE:  0.0528878606042
CV_MAE:  0.0476027309683



ITERATION 633 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  68.0336404324
AVG_RMSE_PER_AREA:  5.29556268073
STD_RMSE:  30.6493823443
CV_RMSE:  2.38566868241
AVG_MAE:  20.6463169343
AVG_MAE_PER_AREA:  1.60705593228
STD_MAE:  5.95643086322
CV_MAE:  0.463633178956



ITERATION 634 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.72322658008
AVG_RMSE_PER_AREA:  1.55102305807
STD_RMSE:  0.124457731037
CV_RMSE:  0.112020562371
AVG_MAE:  1.33922551326
AVG_MAE_PER_AREA:  1.20539554985
STD_MAE:  0.109056960388
CV_MAE:  0.0981588040481



ITERATION 635 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  64.5582965872
AVG_RMSE_PER_AREA:  5.02505090079
STD_RMSE:  37.428988768
CV_RMSE:  2.9133757188
AVG_MAE:  20.486917676
AVG_MAE_PER_AREA:  1.59464870612
STD_MAE:  6.97172095261
CV_MAE:  0.542660734638



ITERATION 636 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.71749202767
AVG_RMSE_PER_AREA:  1.54586156444
STD_RMSE:  0.126986846581
CV_RMSE:  0.114296941212
AVG_MAE:  1.32717497252
AVG_MAE_PER_AREA:  1.19454923007
STD_MAE:  0.121393984391
CV_MAE:  0.109262978576



ITERATION 637 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  65.0679408672
AVG_RMSE_PER_AREA:  5.06472029394
STD_RMSE:  33.2310256503
CV_RMSE:  2.5866171229
AVG_MAE:  19.7773180077
AVG_MAE_PER_AREA:  1.5394153025
STD_MAE:  5.80716587993
CV_MAE:  0.452014778558



ITERATION 638 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.70306097477
AVG_RMSE_PER_AREA:  1.53287261913
STD_RMSE:  0.122403919073
CV_RMSE:  0.110171989612
AVG_MAE:  1.31440000553
AVG_MAE_PER_AREA:  1.18305087657
STD_MAE:  0.0993226522716
CV_MAE:  0.0893972537578



ITERATION 639 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  59.2294731468
AVG_RMSE_PER_AREA:  4.61026906104
STD_RMSE:  38.1603628601
CV_RMSE:  2.97030398728
AVG_MAE:  19.4252111614
AVG_MAE_PER_AREA:  1.5120082159
STD_MAE:  7.22868863372
CV_MAE:  0.562662434585



ITERATION 640 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.73889474023
AVG_RMSE_PER_AREA:  1.56512548542
STD_RMSE:  0.154356645869
CV_RMSE:  0.138931652794
AVG_MAE:  1.34974416265
AVG_MAE_PER_AREA:  1.21486306151
STD_MAE:  0.148061138472
CV_MAE:  0.133265260894



ITERATION 641 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  62.3618454234
AVG_RMSE_PER_AREA:  4.85408482078
STD_RMSE:  40.7256310083
CV_RMSE:  3.16997782783
AVG_MAE:  20.3229497099
AVG_MAE_PER_AREA:  1.58188586355
STD_MAE:  9.36964268066
CV_MAE:  0.729308762491



ITERATION 642 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.73019304381
AVG_RMSE_PER_AREA:  1.55729335706
STD_RMSE:  0.174606920187
CV_RMSE:  0.157158299691
AVG_MAE:  1.34295378576
AVG_MAE_PER_AREA:  1.20875125286
STD_MAE:  0.158459401431
CV_MAE:  0.142624416445



ITERATION 643 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  58.0747990481
AVG_RMSE_PER_AREA:  4.52039221444
STD_RMSE:  44.5896958772
CV_RMSE:  3.47074664727
AVG_MAE:  20.3284753501
AVG_MAE_PER_AREA:  1.5823159651
STD_MAE:  9.80448968042
CV_MAE:  0.763156128722



ITERATION 644 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.73151678365
AVG_RMSE_PER_AREA:  1.55848481443
STD_RMSE:  0.134310956002
CV_RMSE:  0.120889146046
AVG_MAE:  1.347907549
AVG_MAE_PER_AREA:  1.21320998225
STD_MAE:  0.117879681167
CV_MAE:  0.106099862712



ITERATION 645 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  55.3006912671
AVG_RMSE_PER_AREA:  4.30446283679
STD_RMSE:  48.4442088892
CV_RMSE:  3.77077197487
AVG_MAE:  20.528768797
AVG_MAE_PER_AREA:  1.59790628918
STD_MAE:  11.5965945356
CV_MAE:  0.902648937434



ITERATION 646 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.71161080867
AVG_RMSE_PER_AREA:  1.54056806074
STD_RMSE:  0.212612827663
CV_RMSE:  0.191366243974
AVG_MAE:  1.33933018297
AVG_MAE_PER_AREA:  1.20548975983
STD_MAE:  0.168077979452
CV_MAE:  0.151281801649



ITERATION 647 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  51.2188829309
AVG_RMSE_PER_AREA:  3.98674542879
STD_RMSE:  52.2377583508
CV_RMSE:  4.06605205733
AVG_MAE:  20.3273075271
AVG_MAE_PER_AREA:  1.58222506478
STD_MAE:  14.405925457
CV_MAE:  1.12131999327



ITERATION 648 OF 6498
HP:  2
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.70560430163
AVG_RMSE_PER_AREA:  1.53516178914
STD_RMSE:  0.231650922455
CV_RMSE:  0.208501845494
AVG_MAE:  1.33029934912
AVG_MAE_PER_AREA:  1.19736138502
STD_MAE:  0.202973696765
CV_MAE:  0.18269035976



ITERATION 649 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  74.9686201735
AVG_RMSE_PER_AREA:  5.83536357446
STD_RMSE:  18.7514881721
CV_RMSE:  1.45956736023
AVG_MAE:  22.0321402406
AVG_MAE_PER_AREA:  1.71492483562
STD_MAE:  3.00825359357
CV_MAE:  0.234154682346



ITERATION 650 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.75736616677
AVG_RMSE_PER_AREA:  1.58175104634
STD_RMSE:  0.0491482070667
CV_RMSE:  0.044236784242
AVG_MAE:  1.31325633574
AVG_MAE_PER_AREA:  1.1820214947
STD_MAE:  0.0587260186787
CV_MAE:  0.0528574768588



ITERATION 651 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  73.2120792117
AVG_RMSE_PER_AREA:  5.69863896725
STD_RMSE:  21.2039876004
CV_RMSE:  1.65046357516
AVG_MAE:  22.2347310493
AVG_MAE_PER_AREA:  1.7306939804
STD_MAE:  3.82906429664
CV_MAE:  0.298044465393



ITERATION 652 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.74148368977
AVG_RMSE_PER_AREA:  1.567455719
STD_RMSE:  0.0784453630642
CV_RMSE:  0.0706062501109
AVG_MAE:  1.32369991969
AVG_MAE_PER_AREA:  1.19142144227
STD_MAE:  0.0887746568832
CV_MAE:  0.0799033286681



ITERATION 653 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  67.1906585509
AVG_RMSE_PER_AREA:  5.22994715047
STD_RMSE:  35.7552822134
CV_RMSE:  2.7830987277
AVG_MAE:  21.6859812503
AVG_MAE_PER_AREA:  1.68798071475
STD_MAE:  7.71612260861
CV_MAE:  0.600603035005



ITERATION 654 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.69111331638
AVG_RMSE_PER_AREA:  1.52211890057
STD_RMSE:  0.0740486509509
CV_RMSE:  0.0666489052404
AVG_MAE:  1.27226832568
AVG_MAE_PER_AREA:  1.14512945191
STD_MAE:  0.0815510578942
CV_MAE:  0.0734015901715



ITERATION 655 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  69.5719511249
AVG_RMSE_PER_AREA:  5.41530080797
STD_RMSE:  34.111192046
CV_RMSE:  2.65512699961
AVG_MAE:  22.3736847147
AVG_MAE_PER_AREA:  1.74150977446
STD_MAE:  6.05535424801
CV_MAE:  0.471333119477



ITERATION 656 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.73777235147
AVG_RMSE_PER_AREA:  1.56411525795
STD_RMSE:  0.0852693840588
CV_RMSE:  0.0767483407876
AVG_MAE:  1.30813924514
AVG_MAE_PER_AREA:  1.17741575938
STD_MAE:  0.0711388576882
CV_MAE:  0.0640298901342



ITERATION 657 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  68.8491039812
AVG_RMSE_PER_AREA:  5.35903625511
STD_RMSE:  35.753270889
CV_RMSE:  2.78294217141
AVG_MAE:  22.5021674208
AVG_MAE_PER_AREA:  1.75151053614
STD_MAE:  6.44414010087
CV_MAE:  0.501595205117



ITERATION 658 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.75010436347
AVG_RMSE_PER_AREA:  1.57521492132
STD_RMSE:  0.126282777682
CV_RMSE:  0.113663230527
AVG_MAE:  1.31886280336
AVG_MAE_PER_AREA:  1.18706770316
STD_MAE:  0.10682951108
CV_MAE:  0.0961539456752



ITERATION 659 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  65.7153873546
AVG_RMSE_PER_AREA:  5.11511585464
STD_RMSE:  41.1369922724
CV_RMSE:  3.20199712511
AVG_MAE:  22.2779690522
AVG_MAE_PER_AREA:  1.73405951476
STD_MAE:  8.87675466627
CV_MAE:  0.690943633737



ITERATION 660 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.71993309081
AVG_RMSE_PER_AREA:  1.54805869002
STD_RMSE:  0.12856343091
CV_RMSE:  0.115715976106
AVG_MAE:  1.29876628808
AVG_MAE_PER_AREA:  1.16897945002
STD_MAE:  0.120105712115
CV_MAE:  0.108103444463



ITERATION 661 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  62.7379978006
AVG_RMSE_PER_AREA:  4.88336354934
STD_RMSE:  45.3678675188
CV_RMSE:  3.53131751601
AVG_MAE:  22.4480187675
AVG_MAE_PER_AREA:  1.74729574496
STD_MAE:  11.0724516003
CV_MAE:  0.861851006446



ITERATION 662 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.73661328066
AVG_RMSE_PER_AREA:  1.56307201408
STD_RMSE:  0.151849996437
CV_RMSE:  0.136675495006
AVG_MAE:  1.315516568
AVG_MAE_PER_AREA:  1.18405585999
STD_MAE:  0.126457879936
CV_MAE:  0.113820834661



ITERATION 663 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  64.6472626523
AVG_RMSE_PER_AREA:  5.03197578929
STD_RMSE:  48.8820005877
CV_RMSE:  3.80484854884
AVG_MAE:  23.2706356168
AVG_MAE_PER_AREA:  1.81132611376
STD_MAE:  12.6409680535
CV_MAE:  0.983940272004



ITERATION 664 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.69526858862
AVG_RMSE_PER_AREA:  1.52585893286
STD_RMSE:  0.203903128035
CV_RMSE:  0.18352691216
AVG_MAE:  1.28729464779
AVG_MAE_PER_AREA:  1.15865418067
STD_MAE:  0.183530661482
CV_MAE:  0.165190283803



ITERATION 665 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  56.1610174148
AVG_RMSE_PER_AREA:  4.37142839988
STD_RMSE:  52.9212076563
CV_RMSE:  4.11924998431
AVG_MAE:  21.8547637051
AVG_MAE_PER_AREA:  1.70111830467
STD_MAE:  15.2723575236
CV_MAE:  1.1887608253



ITERATION 666 OF 6498
HP:  2
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.67128866784
AVG_RMSE_PER_AREA:  1.5042753463
STD_RMSE:  0.243815093985
CV_RMSE:  0.219450440846
AVG_MAE:  1.26849992019
AVG_MAE_PER_AREA:  1.14173762645
STD_MAE:  0.197877192399
CV_MAE:  0.178103153482



ITERATION 667 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  74.9627732385
AVG_RMSE_PER_AREA:  5.83490846415
STD_RMSE:  19.1654351583
CV_RMSE:  1.49178792343
AVG_MAE:  22.3349889658
AVG_MAE_PER_AREA:  1.73849779742
STD_MAE:  3.67249427173
CV_MAE:  0.285857459442



ITERATION 668 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.74536846169
AVG_RMSE_PER_AREA:  1.5709522823
STD_RMSE:  0.0474395504834
CV_RMSE:  0.0426988751883
AVG_MAE:  1.31159630617
AVG_MAE_PER_AREA:  1.18052735331
STD_MAE:  0.057667827209
CV_MAE:  0.0519050313776



ITERATION 669 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  73.1767760836
AVG_RMSE_PER_AREA:  5.69589106303
STD_RMSE:  21.140464801
CV_RMSE:  1.64551912469
AVG_MAE:  22.0494816094
AVG_MAE_PER_AREA:  1.71627464293
STD_MAE:  3.91141636815
CV_MAE:  0.304454537731



ITERATION 670 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.73224313925
AVG_RMSE_PER_AREA:  1.55913858468
STD_RMSE:  0.102252765846
CV_RMSE:  0.0920345585491
AVG_MAE:  1.32102247237
AVG_MAE_PER_AREA:  1.18901155458
STD_MAE:  0.104129900797
CV_MAE:  0.093724109782



ITERATION 671 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  67.7121911024
AVG_RMSE_PER_AREA:  5.27054189594
STD_RMSE:  34.8804713131
CV_RMSE:  2.71500570891
AVG_MAE:  21.7823927646
AVG_MAE_PER_AREA:  1.69548513776
STD_MAE:  7.21695984445
CV_MAE:  0.561749495951



ITERATION 672 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.69367489668
AVG_RMSE_PER_AREA:  1.52442449993
STD_RMSE:  0.0695243917874
CV_RMSE:  0.0625767592068
AVG_MAE:  1.28031909351
AVG_MAE_PER_AREA:  1.15237569956
STD_MAE:  0.0926149657437
CV_MAE:  0.083359872144



ITERATION 673 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  69.7134879492
AVG_RMSE_PER_AREA:  5.42631766845
STD_RMSE:  33.5262966684
CV_RMSE:  2.60960025558
AVG_MAE:  22.1956725146
AVG_MAE_PER_AREA:  1.72765376504
STD_MAE:  5.98247455641
CV_MAE:  0.465660352702



ITERATION 674 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.72823061161
AVG_RMSE_PER_AREA:  1.5555270324
STD_RMSE:  0.075647500097
CV_RMSE:  0.0680879800091
AVG_MAE:  1.30179486946
AVG_MAE_PER_AREA:  1.17170538265
STD_MAE:  0.0839402438704
CV_MAE:  0.0755520227274



ITERATION 675 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  68.8253033981
AVG_RMSE_PER_AREA:  5.35718367926
STD_RMSE:  35.492819792
CV_RMSE:  2.76266933138
AVG_MAE:  22.3209837858
AVG_MAE_PER_AREA:  1.73740767041
STD_MAE:  6.5131892016
CV_MAE:  0.506969808602



ITERATION 676 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.74928584421
AVG_RMSE_PER_AREA:  1.5744781974
STD_RMSE:  0.126040090465
CV_RMSE:  0.113444795253
AVG_MAE:  1.32475642986
AVG_MAE_PER_AREA:  1.19237237447
STD_MAE:  0.11266398762
CV_MAE:  0.10140537793



ITERATION 677 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  65.155614923
AVG_RMSE_PER_AREA:  5.07154461577
STD_RMSE:  41.7884940066
CV_RMSE:  3.25270833574
AVG_MAE:  22.1715280464
AVG_MAE_PER_AREA:  1.72577442205
STD_MAE:  9.59406990388
CV_MAE:  0.746777597324



ITERATION 678 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.72906571369
AVG_RMSE_PER_AREA:  1.55627868201
STD_RMSE:  0.137946575519
CV_RMSE:  0.124161454961
AVG_MAE:  1.31183971412
AVG_MAE_PER_AREA:  1.1807464373
STD_MAE:  0.126830999588
CV_MAE:  0.114156668143



ITERATION 679 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  61.9650968814
AVG_RMSE_PER_AREA:  4.82320294001
STD_RMSE:  46.1781146509
CV_RMSE:  3.59438505801
AVG_MAE:  22.2773529412
AVG_MAE_PER_AREA:  1.73401155827
STD_MAE:  11.3463789631
CV_MAE:  0.883172804167



ITERATION 680 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.7223953069
AVG_RMSE_PER_AREA:  1.55027485474
STD_RMSE:  0.14646531502
CV_RMSE:  0.131828909459
AVG_MAE:  1.31194623483
AVG_MAE_PER_AREA:  1.1808423133
STD_MAE:  0.132318049502
CV_MAE:  0.119095392416



ITERATION 681 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  60.1090941511
AVG_RMSE_PER_AREA:  4.67873648589
STD_RMSE:  48.6605349799
CV_RMSE:  3.7876102385
AVG_MAE:  22.1383590922
AVG_MAE_PER_AREA:  1.72319263641
STD_MAE:  12.2908506929
CV_MAE:  0.956688041829



ITERATION 682 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.70094463017
AVG_RMSE_PER_AREA:  1.53096776268
STD_RMSE:  0.195919322373
CV_RMSE:  0.176340935101
AVG_MAE:  1.29654394602
AVG_MAE_PER_AREA:  1.16697918853
STD_MAE:  0.18768029298
CV_MAE:  0.168925239038



ITERATION 683 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  55.2370945737
AVG_RMSE_PER_AREA:  4.29951263459
STD_RMSE:  53.7064421314
CV_RMSE:  4.18037060575
AVG_MAE:  21.8341605087
AVG_MAE_PER_AREA:  1.69951460513
STD_MAE:  16.0385154334
CV_MAE:  1.24839657622



ITERATION 684 OF 6498
HP:  2
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.6797423084
AVG_RMSE_PER_AREA:  1.51188420725
STD_RMSE:  0.255085747961
CV_RMSE:  0.229594808625
AVG_MAE:  1.28635458252
AVG_MAE_PER_AREA:  1.15780805693
STD_MAE:  0.212600253881
CV_MAE:  0.191354926701



ITERATION 685 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  87.8048866857
AVG_RMSE_PER_AREA:  6.83450537356
STD_RMSE:  14.6039061367
CV_RMSE:  1.13673029752
AVG_MAE:  28.3494133769
AVG_MAE_PER_AREA:  2.20664504421
STD_MAE:  4.60776779265
CV_MAE:  0.358656732304



ITERATION 686 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.71825856623
AVG_RMSE_PER_AREA:  1.54655150213
STD_RMSE:  0.103081192195
CV_RMSE:  0.0927801995373
AVG_MAE:  1.36954905524
AVG_MAE_PER_AREA:  1.23268883407
STD_MAE:  0.101825405005
CV_MAE:  0.0916499042467



ITERATION 687 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  63.9470429686
AVG_RMSE_PER_AREA:  4.97747249942
STD_RMSE:  36.1610599776
CV_RMSE:  2.81468341979
AVG_MAE:  20.7438457804
AVG_MAE_PER_AREA:  1.61464732552
STD_MAE:  8.62126856795
CV_MAE:  0.671057256364



ITERATION 688 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.65728912907
AVG_RMSE_PER_AREA:  1.49167479355
STD_RMSE:  0.12769626168
CV_RMSE:  0.114935463847
AVG_MAE:  1.27318116644
AVG_MAE_PER_AREA:  1.14595107171
STD_MAE:  0.0781976987562
CV_MAE:  0.0703833351114



ITERATION 689 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  61.5786930397
AVG_RMSE_PER_AREA:  4.79312626396
STD_RMSE:  32.2450960674
CV_RMSE:  2.50987491314
AVG_MAE:  20.5473659667
AVG_MAE_PER_AREA:  1.59935384479
STD_MAE:  5.26537561351
CV_MAE:  0.409843224936



ITERATION 690 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.64396796281
AVG_RMSE_PER_AREA:  1.47968482294
STD_RMSE:  0.141609554732
CV_RMSE:  0.127458389495
AVG_MAE:  1.26305534154
AVG_MAE_PER_AREA:  1.13683712925
STD_MAE:  0.136653097663
CV_MAE:  0.122997235466



ITERATION 691 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  63.6148381481
AVG_RMSE_PER_AREA:  4.95161453506
STD_RMSE:  38.6881924926
CV_RMSE:  3.01138888125
AVG_MAE:  21.387481123
AVG_MAE_PER_AREA:  1.66474623657
STD_MAE:  9.01617445961
CV_MAE:  0.701795710002



ITERATION 692 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.60075219907
AVG_RMSE_PER_AREA:  1.44078764784
STD_RMSE:  0.0997518439942
CV_RMSE:  0.0897835559804
AVG_MAE:  1.25632861875
AVG_MAE_PER_AREA:  1.13078261368
STD_MAE:  0.0859740124802
CV_MAE:  0.0773825550817



ITERATION 693 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  71.9555894495
AVG_RMSE_PER_AREA:  5.60083705263
STD_RMSE:  39.3894170484
CV_RMSE:  3.06597038776
AVG_MAE:  24.4526548517
AVG_MAE_PER_AREA:  1.90333143507
STD_MAE:  9.24028804823
CV_MAE:  0.719240132329



ITERATION 694 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.60735362472
AVG_RMSE_PER_AREA:  1.44672938732
STD_RMSE:  0.0997841403993
CV_RMSE:  0.0898126249779
AVG_MAE:  1.27341324843
AVG_MAE_PER_AREA:  1.14615996155
STD_MAE:  0.0909836391744
CV_MAE:  0.0818915654491



ITERATION 695 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  61.3807630268
AVG_RMSE_PER_AREA:  4.77771990347
STD_RMSE:  41.9787788893
CV_RMSE:  3.26751961906
AVG_MAE:  20.6593423598
AVG_MAE_PER_AREA:  1.60806979773
STD_MAE:  8.08513528421
CV_MAE:  0.629326027647



ITERATION 696 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.61377311978
AVG_RMSE_PER_AREA:  1.45250737669
STD_RMSE:  0.188465655335
CV_RMSE:  0.169632119453
AVG_MAE:  1.28019831914
AVG_MAE_PER_AREA:  1.15226699427
STD_MAE:  0.132934292342
CV_MAE:  0.119650053576



ITERATION 697 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.9646157673
AVG_RMSE_PER_AREA:  4.0447913448
STD_RMSE:  46.5111769605
CV_RMSE:  3.6203097671
AVG_MAE:  19.9388403361
AVG_MAE_PER_AREA:  1.55198778296
STD_MAE:  10.2411242924
CV_MAE:  0.797142638065



ITERATION 698 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.62207139395
AVG_RMSE_PER_AREA:  1.45997639714
STD_RMSE:  0.22441566824
CV_RMSE:  0.201989616487
AVG_MAE:  1.28343539915
AVG_MAE_PER_AREA:  1.15518059008
STD_MAE:  0.184382967018
CV_MAE:  0.16595741771



ITERATION 699 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  50.3090498417
AVG_RMSE_PER_AREA:  3.91592637336
STD_RMSE:  50.5333888005
CV_RMSE:  3.93338833792
AVG_MAE:  20.307661979
AVG_MAE_PER_AREA:  1.58069590611
STD_MAE:  14.4747200452
CV_MAE:  1.12667478615



ITERATION 700 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.63033487989
AVG_RMSE_PER_AREA:  1.46741410579
STD_RMSE:  0.235197642597
CV_RMSE:  0.211694138825
AVG_MAE:  1.29227320213
AVG_MAE_PER_AREA:  1.16313522377
STD_MAE:  0.169861578423
CV_MAE:  0.152887164033



ITERATION 701 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  49.4536502568
AVG_RMSE_PER_AREA:  3.84934428117
STD_RMSE:  51.3795308411
CV_RMSE:  3.99924984679
AVG_MAE:  20.2984774016
AVG_MAE_PER_AREA:  1.57998100235
STD_MAE:  13.4633154272
CV_MAE:  1.04794966552



ITERATION 702 OF 6498
HP:  3
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.62577581476
AVG_RMSE_PER_AREA:  1.46331063198
STD_RMSE:  0.313907651445
CV_RMSE:  0.282538588438
AVG_MAE:  1.30742751033
AVG_MAE_PER_AREA:  1.17677514885
STD_MAE:  0.237009654126
CV_MAE:  0.213325074476



ITERATION 703 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  65.5533244628
AVG_RMSE_PER_AREA:  5.10250129814
STD_RMSE:  26.2068991269
CV_RMSE:  2.03987727412
AVG_MAE:  20.7044029215
AVG_MAE_PER_AREA:  1.61157719536
STD_MAE:  4.00843953366
CV_MAE:  0.312006570095



ITERATION 704 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.5705435866
AVG_RMSE_PER_AREA:  1.41359780813
STD_RMSE:  0.0302091015168
CV_RMSE:  0.0271902798841
AVG_MAE:  1.23102787227
AVG_MAE_PER_AREA:  1.10801019267
STD_MAE:  0.0182500126935
CV_MAE:  0.0164262731464



ITERATION 705 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  72.0645478761
AVG_RMSE_PER_AREA:  5.60931809486
STD_RMSE:  22.5451414709
CV_RMSE:  1.75485552509
AVG_MAE:  22.6251409012
AVG_MAE_PER_AREA:  1.76108247392
STD_MAE:  3.35786210915
CV_MAE:  0.26136730534



ITERATION 706 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.60452205355
AVG_RMSE_PER_AREA:  1.4441807775
STD_RMSE:  0.0618501842856
CV_RMSE:  0.0556694418955
AVG_MAE:  1.25557068053
AVG_MAE_PER_AREA:  1.13010041689
STD_MAE:  0.0580204382864
CV_MAE:  0.0522224057252



ITERATION 707 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  61.4492841968
AVG_RMSE_PER_AREA:  4.7830534142
STD_RMSE:  35.9100884742
CV_RMSE:  2.79514844681
AVG_MAE:  20.5756018053
AVG_MAE_PER_AREA:  1.60155164947
STD_MAE:  6.50676383905
CV_MAE:  0.506469674993



ITERATION 708 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.5974310844
AVG_RMSE_PER_AREA:  1.43779841503
STD_RMSE:  0.0958366873034
CV_RMSE:  0.0862596442828
AVG_MAE:  1.23399674955
AVG_MAE_PER_AREA:  1.11068238748
STD_MAE:  0.0910773362476
CV_MAE:  0.0819758992928



ITERATION 709 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  64.4514641417
AVG_RMSE_PER_AREA:  5.01673533943
STD_RMSE:  35.1602645601
CV_RMSE:  2.73678409189
AVG_MAE:  21.91482669
AVG_MAE_PER_AREA:  1.70579345213
STD_MAE:  7.96747592875
CV_MAE:  0.620167727609



ITERATION 710 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.61426019244
AVG_RMSE_PER_AREA:  1.45294577576
STD_RMSE:  0.125680331942
CV_RMSE:  0.113120987711
AVG_MAE:  1.23254686012
AVG_MAE_PER_AREA:  1.10937738675
STD_MAE:  0.0843791552019
CV_MAE:  0.0759470732701



ITERATION 711 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  64.9805236119
AVG_RMSE_PER_AREA:  5.05791596079
STD_RMSE:  35.0949564197
CV_RMSE:  2.73170067509
AVG_MAE:  20.5758690297
AVG_MAE_PER_AREA:  1.60157244952
STD_MAE:  6.6603068081
CV_MAE:  0.518421062743



ITERATION 712 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.58578585374
AVG_RMSE_PER_AREA:  1.42731690234
STD_RMSE:  0.10484739302
CV_RMSE:  0.0943699023866
AVG_MAE:  1.21131230273
AVG_MAE_PER_AREA:  1.09026481704
STD_MAE:  0.0681944611394
CV_MAE:  0.0613797296782



ITERATION 713 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  59.3863801719
AVG_RMSE_PER_AREA:  4.62248229822
STD_RMSE:  41.3258018894
CV_RMSE:  3.21669357756
AVG_MAE:  20.5186653772
AVG_MAE_PER_AREA:  1.5971198651
STD_MAE:  9.55661818489
CV_MAE:  0.743862452344



ITERATION 714 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.54101851055
AVG_RMSE_PER_AREA:  1.38702319846
STD_RMSE:  0.183719668927
CV_RMSE:  0.165360403571
AVG_MAE:  1.18426713075
AVG_MAE_PER_AREA:  1.06592229248
STD_MAE:  0.132812113555
CV_MAE:  0.119540084221



ITERATION 715 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  57.3865385721
AVG_RMSE_PER_AREA:  4.46681979837
STD_RMSE:  44.5833486577
CV_RMSE:  3.47025259612
AVG_MAE:  21.4502991597
AVG_MAE_PER_AREA:  1.66963583013
STD_MAE:  11.8629469379
CV_MAE:  0.923381119821



ITERATION 716 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.60965319093
AVG_RMSE_PER_AREA:  1.44879915589
STD_RMSE:  0.210718392256
CV_RMSE:  0.189661121135
AVG_MAE:  1.25073283542
AVG_MAE_PER_AREA:  1.12574602182
STD_MAE:  0.153816904265
CV_MAE:  0.138445848035



ITERATION 717 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  57.6860460738
AVG_RMSE_PER_AREA:  4.49013268797
STD_RMSE:  48.6310383302
CV_RMSE:  3.78531429554
AVG_MAE:  21.9775064977
AVG_MAE_PER_AREA:  1.71067228632
STD_MAE:  14.5857604209
CV_MAE:  1.13531788192



ITERATION 718 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.51843213681
AVG_RMSE_PER_AREA:  1.36669390057
STD_RMSE:  0.248952161761
CV_RMSE:  0.224074156997
AVG_MAE:  1.17795893775
AVG_MAE_PER_AREA:  1.06024448266
STD_MAE:  0.184821817384
CV_MAE:  0.16635241338



ITERATION 719 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  50.4788442111
AVG_RMSE_PER_AREA:  3.92914272809
STD_RMSE:  49.9144142843
CV_RMSE:  3.88520896184
AVG_MAE:  20.3554279086
AVG_MAE_PER_AREA:  1.58441388257
STD_MAE:  13.139028108
CV_MAE:  1.02270797899



ITERATION 720 OF 6498
HP:  3
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.54064945318
AVG_RMSE_PER_AREA:  1.38669102131
STD_RMSE:  0.282896754909
CV_RMSE:  0.254626637604
AVG_MAE:  1.19574678323
AVG_MAE_PER_AREA:  1.07625477337
STD_MAE:  0.196276062808
CV_MAE:  0.176662026155



ITERATION 721 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  65.0574544098
AVG_RMSE_PER_AREA:  5.0639040552
STD_RMSE:  26.0030074368
CV_RMSE:  2.0240068721
AVG_MAE:  20.167215949
AVG_MAE_PER_AREA:  1.56976395023
STD_MAE:  3.74345694122
CV_MAE:  0.291381010172



ITERATION 722 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.65085827211
AVG_RMSE_PER_AREA:  1.48588657768
STD_RMSE:  0.0385976644723
CV_RMSE:  0.0347405664908
AVG_MAE:  1.28982417189
AVG_MAE_PER_AREA:  1.16093092724
STD_MAE:  0.031514194387
CV_MAE:  0.0283649536954



ITERATION 723 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  70.7074356973
AVG_RMSE_PER_AREA:  5.50368399147
STD_RMSE:  20.5429392358
CV_RMSE:  1.5990092795
AVG_MAE:  22.0388508215
AVG_MAE_PER_AREA:  1.71544716988
STD_MAE:  2.58444686586
CV_MAE:  0.201166662348



ITERATION 724 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.63444887005
AVG_RMSE_PER_AREA:  1.47111698135
STD_RMSE:  0.134430373939
CV_RMSE:  0.120996630445
AVG_MAE:  1.28671378244
AVG_MAE_PER_AREA:  1.1581313617
STD_MAE:  0.125606916351
CV_MAE:  0.113054908603



ITERATION 725 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  67.0890084535
AVG_RMSE_PER_AREA:  5.22203496969
STD_RMSE:  32.2994625643
CV_RMSE:  2.5141066607
AVG_MAE:  21.7497954021
AVG_MAE_PER_AREA:  1.69294784334
STD_MAE:  6.16580935611
CV_MAE:  0.479930659527



ITERATION 726 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.64021140433
AVG_RMSE_PER_AREA:  1.4763036606
STD_RMSE:  0.0959777700495
CV_RMSE:  0.086386628508
AVG_MAE:  1.27531576491
AVG_MAE_PER_AREA:  1.14787235791
STD_MAE:  0.0758263105444
CV_MAE:  0.0682489217738



ITERATION 727 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.0770729784
AVG_RMSE_PER_AREA:  4.44273179664
STD_RMSE:  36.4161616956
CV_RMSE:  2.83453987799
AVG_MAE:  20.0252519549
AVG_MAE_PER_AREA:  1.55871383996
STD_MAE:  7.06552921334
CV_MAE:  0.549962527126



ITERATION 728 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.66698579887
AVG_RMSE_PER_AREA:  1.50040246675
STD_RMSE:  0.0707679677546
CV_RMSE:  0.0636960635524
AVG_MAE:  1.28067740914
AVG_MAE_PER_AREA:  1.1526982084
STD_MAE:  0.0636293206368
CV_MAE:  0.0572707876129



ITERATION 729 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  57.2355386934
AVG_RMSE_PER_AREA:  4.4550663582
STD_RMSE:  39.657835813
CV_RMSE:  3.08686341044
AVG_MAE:  19.7534384113
AVG_MAE_PER_AREA:  1.53755657645
STD_MAE:  7.99522928469
CV_MAE:  0.622327977083



ITERATION 730 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.65939867243
AVG_RMSE_PER_AREA:  1.49357352841
STD_RMSE:  0.136196575433
CV_RMSE:  0.122586333897
AVG_MAE:  1.29854319602
AVG_MAE_PER_AREA:  1.16877865175
STD_MAE:  0.112801769163
CV_MAE:  0.101529390845



ITERATION 731 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  57.2558016345
AVG_RMSE_PER_AREA:  4.45664357315
STD_RMSE:  42.0456367563
CV_RMSE:  3.27272366258
AVG_MAE:  20.7888845906
AVG_MAE_PER_AREA:  1.61815303006
STD_MAE:  9.38563979502
CV_MAE:  0.730553936514



ITERATION 732 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.64357379194
AVG_RMSE_PER_AREA:  1.47933004191
STD_RMSE:  0.198396071036
CV_RMSE:  0.178570180128
AVG_MAE:  1.28843292441
AVG_MAE_PER_AREA:  1.15967870832
STD_MAE:  0.166942513491
CV_MAE:  0.150259803783



ITERATION 733 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  63.0224943446
AVG_RMSE_PER_AREA:  4.90550802481
STD_RMSE:  39.6378308571
CV_RMSE:  3.08530627639
AVG_MAE:  22.7205576097
AVG_MAE_PER_AREA:  1.76850946383
STD_MAE:  8.31864143086
CV_MAE:  0.647501542408



ITERATION 734 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.63226238338
AVG_RMSE_PER_AREA:  1.46914899218
STD_RMSE:  0.213163214732
CV_RMSE:  0.191861630387
AVG_MAE:  1.29427793256
AVG_MAE_PER_AREA:  1.16493961975
STD_MAE:  0.156337710912
CV_MAE:  0.140714748295



ITERATION 735 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  52.0099728046
AVG_RMSE_PER_AREA:  4.04832181931
STD_RMSE:  47.5228779746
CV_RMSE:  3.69905795845
AVG_MAE:  20.2625672979
AVG_MAE_PER_AREA:  1.57718585271
STD_MAE:  11.3396133834
CV_MAE:  0.882646188933



ITERATION 736 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.60051068273
AVG_RMSE_PER_AREA:  1.44057026643
STD_RMSE:  0.238955790419
CV_RMSE:  0.215076731687
AVG_MAE:  1.25640642585
AVG_MAE_PER_AREA:  1.13085264545
STD_MAE:  0.203214997039
CV_MAE:  0.182907546689



ITERATION 737 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  53.4377500327
AVG_RMSE_PER_AREA:  4.15945630745
STD_RMSE:  49.231526104
CV_RMSE:  3.83205471139
AVG_MAE:  21.4889164805
AVG_MAE_PER_AREA:  1.67264170255
STD_MAE:  12.5276428928
CV_MAE:  0.975119334478



ITERATION 738 OF 6498
HP:  3
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.6230261582
AVG_RMSE_PER_AREA:  1.46083575098
STD_RMSE:  0.296353764202
CV_RMSE:  0.266738876324
AVG_MAE:  1.26519255481
AVG_MAE_PER_AREA:  1.13876076895
STD_MAE:  0.227518163898
CV_MAE:  0.204782077072



ITERATION 739 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.7233274698
AVG_RMSE_PER_AREA:  4.49303457545
STD_RMSE:  30.5040984636
CV_RMSE:  2.37436016074
AVG_MAE:  18.2404116443
AVG_MAE_PER_AREA:  1.41978648461
STD_MAE:  3.32682475325
CV_MAE:  0.258951437799



ITERATION 740 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.65844358653
AVG_RMSE_PER_AREA:  1.49271388507
STD_RMSE:  0.0853809954178
CV_RMSE:  0.076848798727
AVG_MAE:  1.25800607054
AVG_MAE_PER_AREA:  1.13229243627
STD_MAE:  0.067073658388
CV_MAE:  0.0603709297148



ITERATION 741 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  65.7292845186
AVG_RMSE_PER_AREA:  5.11619757396
STD_RMSE:  32.2659309463
CV_RMSE:  2.51149664625
AVG_MAE:  21.3730361588
AVG_MAE_PER_AREA:  1.6636218779
STD_MAE:  6.50630161584
CV_MAE:  0.506433696733



ITERATION 742 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.65750507599
AVG_RMSE_PER_AREA:  1.4918691607
STD_RMSE:  0.127958285622
CV_RMSE:  0.115171303509
AVG_MAE:  1.27174624058
AVG_MAE_PER_AREA:  1.14465953924
STD_MAE:  0.0979964083626
CV_MAE:  0.0882035425492



ITERATION 743 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  62.3400013825
AVG_RMSE_PER_AREA:  4.85238453712
STD_RMSE:  31.738925156
CV_RMSE:  2.47047587803
AVG_MAE:  19.3401011089
AVG_MAE_PER_AREA:  1.50538346946
STD_MAE:  5.05473346614
CV_MAE:  0.393447384767



ITERATION 744 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.66052660471
AVG_RMSE_PER_AREA:  1.49458874545
STD_RMSE:  0.0785798081129
CV_RMSE:  0.0707272599497
AVG_MAE:  1.27482609588
AVG_MAE_PER_AREA:  1.14743162193
STD_MAE:  0.063818940067
CV_MAE:  0.0574414582095



ITERATION 745 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.9128127684
AVG_RMSE_PER_AREA:  4.27427137725
STD_RMSE:  38.6115602103
CV_RMSE:  3.00542402251
AVG_MAE:  18.4373470234
AVG_MAE_PER_AREA:  1.43511542537
STD_MAE:  6.566051726
CV_MAE:  0.511084490834



ITERATION 746 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.61718556472
AVG_RMSE_PER_AREA:  1.45557881305
STD_RMSE:  0.186629814859
CV_RMSE:  0.167979736104
AVG_MAE:  1.2689000466
AVG_MAE_PER_AREA:  1.14209776787
STD_MAE:  0.143933652074
CV_MAE:  0.12955023778



ITERATION 747 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  60.2190612374
AVG_RMSE_PER_AREA:  4.68729603959
STD_RMSE:  37.2427324829
CV_RMSE:  2.8988780111
AVG_MAE:  20.8848973102
AVG_MAE_PER_AREA:  1.62562641193
STD_MAE:  6.48697944703
CV_MAE:  0.504929709068



ITERATION 748 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.59069432371
AVG_RMSE_PER_AREA:  1.43173486466
STD_RMSE:  0.157606768284
CV_RMSE:  0.141856987666
AVG_MAE:  1.24877517791
AVG_MAE_PER_AREA:  1.12398399471
STD_MAE:  0.111701399109
CV_MAE:  0.100538981721



ITERATION 749 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.6413084273
AVG_RMSE_PER_AREA:  4.09746335197
STD_RMSE:  43.3283149712
CV_RMSE:  3.37256401866
AVG_MAE:  19.4590651193
AVG_MAE_PER_AREA:  1.51464332046
STD_MAE:  10.6358764813
CV_MAE:  0.827869127881



ITERATION 750 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.63187333145
AVG_RMSE_PER_AREA:  1.46879881855
STD_RMSE:  0.235364471318
CV_RMSE:  0.211844296208
AVG_MAE:  1.26914226042
AVG_MAE_PER_AREA:  1.14231577706
STD_MAE:  0.172474614748
CV_MAE:  0.155239077378



ITERATION 751 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.6365643742
AVG_RMSE_PER_AREA:  3.86358184317
STD_RMSE:  48.3734095286
CV_RMSE:  3.76526113568
AVG_MAE:  19.5515998133
AVG_MAE_PER_AREA:  1.52184598181
STD_MAE:  14.0817884118
CV_MAE:  1.09609000367



ITERATION 752 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.61979969761
AVG_RMSE_PER_AREA:  1.45793171338
STD_RMSE:  0.242789712542
CV_RMSE:  0.218527526656
AVG_MAE:  1.25016907251
AVG_MAE_PER_AREA:  1.12523859622
STD_MAE:  0.210173807075
CV_MAE:  0.189170956822



ITERATION 753 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  52.1035983982
AVG_RMSE_PER_AREA:  4.05560939346
STD_RMSE:  53.4652447845
CV_RMSE:  4.16159642785
AVG_MAE:  20.5656418825
AVG_MAE_PER_AREA:  1.60077639482
STD_MAE:  14.9876613141
CV_MAE:  1.1666008084



ITERATION 754 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.6163955329
AVG_RMSE_PER_AREA:  1.4548677298
STD_RMSE:  0.220630469131
CV_RMSE:  0.198582675599
AVG_MAE:  1.27705350841
AVG_MAE_PER_AREA:  1.1494364472
STD_MAE:  0.161178756181
CV_MAE:  0.145072023724



ITERATION 755 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  49.8811873635
AVG_RMSE_PER_AREA:  3.88262266423
STD_RMSE:  49.8005766855
CV_RMSE:  3.87634813746
AVG_MAE:  20.9778418399
AVG_MAE_PER_AREA:  1.63286097383
STD_MAE:  13.5756956149
CV_MAE:  1.05669704879



ITERATION 756 OF 6498
HP:  3
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.6307232352
AVG_RMSE_PER_AREA:  1.46776365242
STD_RMSE:  0.312166990128
CV_RMSE:  0.280971872911
AVG_MAE:  1.291854536
AVG_MAE_PER_AREA:  1.16275839531
STD_MAE:  0.22675239491
CV_MAE:  0.204092832041



ITERATION 757 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  64.3111181039
AVG_RMSE_PER_AREA:  5.00581116669
STD_RMSE:  28.7272704699
CV_RMSE:  2.23605646343
AVG_MAE:  20.6719399262
AVG_MAE_PER_AREA:  1.60905035973
STD_MAE:  4.06084022457
CV_MAE:  0.316085304402



ITERATION 758 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.60885513857
AVG_RMSE_PER_AREA:  1.44808085359
STD_RMSE:  0.082883355135
CV_RMSE:  0.0746007497971
AVG_MAE:  1.22432579998
AVG_MAE_PER_AREA:  1.10197786427
STD_MAE:  0.064555266063
CV_MAE:  0.0581042025121



ITERATION 759 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  63.9443276842
AVG_RMSE_PER_AREA:  4.9772611487
STD_RMSE:  28.9312261297
CV_RMSE:  2.2519318447
AVG_MAE:  20.1750970251
AVG_MAE_PER_AREA:  1.57037739282
STD_MAE:  3.99544878386
CV_MAE:  0.310995403717



ITERATION 760 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.60000504566
AVG_RMSE_PER_AREA:  1.44011515812
STD_RMSE:  0.0951597460999
CV_RMSE:  0.085650350399
AVG_MAE:  1.24447192934
AVG_MAE_PER_AREA:  1.12011077349
STD_MAE:  0.0836151496231
CV_MAE:  0.0752594154293



ITERATION 761 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  62.3677460783
AVG_RMSE_PER_AREA:  4.85454411251
STD_RMSE:  33.1215226844
CV_RMSE:  2.57809369514
AVG_MAE:  20.0956284269
AVG_MAE_PER_AREA:  1.56419176259
STD_MAE:  4.6442591393
CV_MAE:  0.361497124384



ITERATION 762 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.55376339842
AVG_RMSE_PER_AREA:  1.39849447866
STD_RMSE:  0.119512891738
CV_RMSE:  0.107569865138
AVG_MAE:  1.20209144484
AVG_MAE_PER_AREA:  1.08196540746
STD_MAE:  0.101981882478
CV_MAE:  0.0917907447907



ITERATION 763 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  60.6071659608
AVG_RMSE_PER_AREA:  4.71750510787
STD_RMSE:  36.151533277
CV_RMSE:  2.81394188605
AVG_MAE:  20.0370642603
AVG_MAE_PER_AREA:  1.55963327927
STD_MAE:  6.15222740003
CV_MAE:  0.478873475179



ITERATION 764 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.5510698744
AVG_RMSE_PER_AREA:  1.39607012083
STD_RMSE:  0.0894079348215
CV_RMSE:  0.0804733225946
AVG_MAE:  1.20104641074
AVG_MAE_PER_AREA:  1.08102480452
STD_MAE:  0.06560196481
CV_MAE:  0.0590463037484



ITERATION 765 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  59.8454439184
AVG_RMSE_PER_AREA:  4.65821463341
STD_RMSE:  38.6880513852
CV_RMSE:  3.01137789781
AVG_MAE:  21.0829183007
AVG_MAE_PER_AREA:  1.64103985388
STD_MAE:  7.41685268533
CV_MAE:  0.577308637892



ITERATION 766 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.56461327107
AVG_RMSE_PER_AREA:  1.40826011416
STD_RMSE:  0.151217426508
CV_RMSE:  0.136106138337
AVG_MAE:  1.2166565545
AVG_MAE_PER_AREA:  1.09507501311
STD_MAE:  0.103424822492
CV_MAE:  0.0930894905611



ITERATION 767 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  57.462954858
AVG_RMSE_PER_AREA:  4.47276784451
STD_RMSE:  40.4361025202
CV_RMSE:  3.14744167884
AVG_MAE:  20.096615087
AVG_MAE_PER_AREA:  1.56426856166
STD_MAE:  7.31590538626
CV_MAE:  0.569451161117



ITERATION 768 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.57738953612
AVG_RMSE_PER_AREA:  1.419759636
STD_RMSE:  0.109659931985
CV_RMSE:  0.0987015201717
AVG_MAE:  1.23042126647
AVG_MAE_PER_AREA:  1.10746420552
STD_MAE:  0.0905882139694
CV_MAE:  0.0815356554267



ITERATION 769 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  53.8898106263
AVG_RMSE_PER_AREA:  4.19464353532
STD_RMSE:  45.4087756737
CV_RMSE:  3.53450170103
AVG_MAE:  19.9635600373
AVG_MAE_PER_AREA:  1.55391190059
STD_MAE:  10.2874083542
CV_MAE:  0.800745269777



ITERATION 770 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.55507085556
AVG_RMSE_PER_AREA:  1.39967128048
STD_RMSE:  0.173586336331
CV_RMSE:  0.156239703662
AVG_MAE:  1.21288133088
AVG_MAE_PER_AREA:  1.09167705085
STD_MAE:  0.11563952436
CV_MAE:  0.104083566711



ITERATION 771 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  51.6787731085
AVG_RMSE_PER_AREA:  4.02254209124
STD_RMSE:  47.6673815855
CV_RMSE:  3.71030574593
AVG_MAE:  20.3742464959
AVG_MAE_PER_AREA:  1.58587867275
STD_MAE:  11.9843732442
CV_MAE:  0.932832629575



ITERATION 772 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.54788272827
AVG_RMSE_PER_AREA:  1.39320146897
STD_RMSE:  0.238904237036
CV_RMSE:  0.215030330078
AVG_MAE:  1.21865049472
AVG_MAE_PER_AREA:  1.09686969716
STD_MAE:  0.193990348888
CV_MAE:  0.174604725604



ITERATION 773 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  50.3373626437
AVG_RMSE_PER_AREA:  3.91813016867
STD_RMSE:  49.5986680682
CV_RMSE:  3.86063209269
AVG_MAE:  20.2193432434
AVG_MAE_PER_AREA:  1.57382140406
STD_MAE:  12.9112814243
CV_MAE:  1.00498076593



ITERATION 774 OF 6498
HP:  3
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.51411374946
AVG_RMSE_PER_AREA:  1.3628070534
STD_RMSE:  0.27831289105
CV_RMSE:  0.250500843224
AVG_MAE:  1.17874596328
AVG_MAE_PER_AREA:  1.06095286005
STD_MAE:  0.195200799422
CV_MAE:  0.175694214769



ITERATION 775 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  97.5472901425
AVG_RMSE_PER_AREA:  7.59282887116
STD_RMSE:  2.91812887993
CV_RMSE:  0.22713960764
AVG_MAE:  33.94989272
AVG_MAE_PER_AREA:  2.6425718771
STD_MAE:  5.63218556117
CV_MAE:  0.438394762931



ITERATION 776 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.59106067359
AVG_RMSE_PER_AREA:  1.43206460488
STD_RMSE:  0.0618351839085
CV_RMSE:  0.0556559405191
AVG_MAE:  1.26281058633
AVG_MAE_PER_AREA:  1.13661683264
STD_MAE:  0.0548341175272
CV_MAE:  0.0493544967542



ITERATION 777 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  75.0602678964
AVG_RMSE_PER_AREA:  5.84249719626
STD_RMSE:  38.7190313634
CV_RMSE:  3.01378929922
AVG_MAE:  26.4830594349
AVG_MAE_PER_AREA:  2.06137287853
STD_MAE:  11.2586185524
CV_MAE:  0.876341760691



ITERATION 778 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.65821869605
AVG_RMSE_PER_AREA:  1.49251146809
STD_RMSE:  0.0592502117834
CV_RMSE:  0.0533292868934
AVG_MAE:  1.26715504599
AVG_MAE_PER_AREA:  1.14052714669
STD_MAE:  0.0717956279606
CV_MAE:  0.0646210287855



ITERATION 779 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.9055012089
AVG_RMSE_PER_AREA:  4.27370226436
STD_RMSE:  37.3106597985
CV_RMSE:  2.90416529773
AVG_MAE:  19.6524361348
AVG_MAE_PER_AREA:  1.52969482038
STD_MAE:  5.91544923734
CV_MAE:  0.460443275149



ITERATION 780 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.61267912598
AVG_RMSE_PER_AREA:  1.45152270663
STD_RMSE:  0.0911584889677
CV_RMSE:  0.0820489423514
AVG_MAE:  1.24885841396
AVG_MAE_PER_AREA:  1.12405891291
STD_MAE:  0.0872005883828
CV_MAE:  0.0784865581938



ITERATION 781 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  69.8453370615
AVG_RMSE_PER_AREA:  5.43658046247
STD_RMSE:  41.8351223135
CV_RMSE:  3.2563377626
AVG_MAE:  24.8258341736
AVG_MAE_PER_AREA:  1.93237874869
STD_MAE:  11.5848747013
CV_MAE:  0.901736695835



ITERATION 782 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.61764368078
AVG_RMSE_PER_AREA:  1.45599114918
STD_RMSE:  0.169515814518
CV_RMSE:  0.152575952613
AVG_MAE:  1.23837042968
AVG_MAE_PER_AREA:  1.11461900197
STD_MAE:  0.12378460333
CV_MAE:  0.111414700898



ITERATION 783 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.0378925305
AVG_RMSE_PER_AREA:  3.97265760394
STD_RMSE:  41.0306816571
CV_RMSE:  3.19372218166
AVG_MAE:  19.0734073655
AVG_MAE_PER_AREA:  1.48462471797
STD_MAE:  8.11909538875
CV_MAE:  0.631969394386



ITERATION 784 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.59270767326
AVG_RMSE_PER_AREA:  1.43354701845
STD_RMSE:  0.106009806016
CV_RMSE:  0.0954161544468
AVG_MAE:  1.23106732212
AVG_MAE_PER_AREA:  1.10804570027
STD_MAE:  0.096512501455
CV_MAE:  0.0868679237419



ITERATION 785 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.3589344465
AVG_RMSE_PER_AREA:  4.23115892064
STD_RMSE:  44.1634080464
CV_RMSE:  3.43756550462
AVG_MAE:  18.9405093488
AVG_MAE_PER_AREA:  1.47428027993
STD_MAE:  9.3729913661
CV_MAE:  0.729569415508



ITERATION 786 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.57597418071
AVG_RMSE_PER_AREA:  1.41848571828
STD_RMSE:  0.188619167432
CV_RMSE:  0.169770290954
AVG_MAE:  1.20196667973
AVG_MAE_PER_AREA:  1.08185311023
STD_MAE:  0.125290670815
CV_MAE:  0.112770265757



ITERATION 787 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  59.1017028029
AVG_RMSE_PER_AREA:  4.6003237478
STD_RMSE:  46.3183149133
CV_RMSE:  3.60529788396
AVG_MAE:  22.6917262372
AVG_MAE_PER_AREA:  1.76626530433
STD_MAE:  13.533680105
CV_MAE:  1.05342667012



ITERATION 788 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.54420001331
AVG_RMSE_PER_AREA:  1.3898867709
STD_RMSE:  0.198434991532
CV_RMSE:  0.178605211265
AVG_MAE:  1.21175635577
AVG_MAE_PER_AREA:  1.09066449548
STD_MAE:  0.151761883618
CV_MAE:  0.136596187378



ITERATION 789 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  53.8960188388
AVG_RMSE_PER_AREA:  4.19512676654
STD_RMSE:  50.1168160653
CV_RMSE:  3.90096339319
AVG_MAE:  22.2522802376
AVG_MAE_PER_AREA:  1.73205996384
STD_MAE:  15.9157477176
CV_MAE:  1.23884065462



ITERATION 790 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.54776941212
AVG_RMSE_PER_AREA:  1.3930994766
STD_RMSE:  0.276214575976
CV_RMSE:  0.248612214589
AVG_MAE:  1.20729998625
AVG_MAE_PER_AREA:  1.08665345481
STD_MAE:  0.219827490083
CV_MAE:  0.197859938941



ITERATION 791 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.1972060578
AVG_RMSE_PER_AREA:  3.44019625445
STD_RMSE:  50.0387922821
CV_RMSE:  3.89489022363
AVG_MAE:  17.3934450364
AVG_MAE_PER_AREA:  1.35386079355
STD_MAE:  12.1727091897
CV_MAE:  0.947492212654



ITERATION 792 OF 6498
HP:  3
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.55677708079
AVG_RMSE_PER_AREA:  1.40120700114
STD_RMSE:  0.260490579916
CV_RMSE:  0.23445953105
AVG_MAE:  1.19910227236
AVG_MAE_PER_AREA:  1.07927494556
STD_MAE:  0.202559968797
CV_MAE:  0.182317975986



ITERATION 793 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.01434004
AVG_RMSE_PER_AREA:  4.43784882689
STD_RMSE:  33.0850342662
CV_RMSE:  2.575253531
AVG_MAE:  16.7458037968
AVG_MAE_PER_AREA:  1.30345007384
STD_MAE:  4.67624890113
CV_MAE:  0.36398712474



ITERATION 794 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.56446860632
AVG_RMSE_PER_AREA:  1.40812990588
STD_RMSE:  0.0511228871133
CV_RMSE:  0.0460141328043
AVG_MAE:  1.20718186275
AVG_MAE_PER_AREA:  1.0865471355
STD_MAE:  0.0443190720892
CV_MAE:  0.0398902288979



ITERATION 795 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  74.2086033241
AVG_RMSE_PER_AREA:  5.7762058278
STD_RMSE:  34.548958414
CV_RMSE:  2.68920160192
AVG_MAE:  21.5547966144
AVG_MAE_PER_AREA:  1.67776964185
STD_MAE:  10.4860957162
CV_MAE:  0.816210580356



ITERATION 796 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.60316424234
AVG_RMSE_PER_AREA:  1.44295865354
STD_RMSE:  0.0736895846625
CV_RMSE:  0.0663257207567
AVG_MAE:  1.17457933437
AVG_MAE_PER_AREA:  1.05720260597
STD_MAE:  0.0968121551272
CV_MAE:  0.0871376327635



ITERATION 797 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.3740424281
AVG_RMSE_PER_AREA:  3.99882264291
STD_RMSE:  39.7895802393
CV_RMSE:  3.09711805598
AVG_MAE:  15.429436981
AVG_MAE_PER_AREA:  1.20098748416
STD_MAE:  7.26946826025
CV_MAE:  0.565836615284



ITERATION 798 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.54510620444
AVG_RMSE_PER_AREA:  1.39070240556
STD_RMSE:  0.109339015798
CV_RMSE:  0.0984126734167
AVG_MAE:  1.16098577961
AVG_MAE_PER_AREA:  1.04496746689
STD_MAE:  0.0632732405936
CV_MAE:  0.0569502909564



ITERATION 799 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.2582469519
AVG_RMSE_PER_AREA:  3.91197200776
STD_RMSE:  39.9235889205
CV_RMSE:  3.10754894527
AVG_MAE:  14.2536461204
AVG_MAE_PER_AREA:  1.1094669634
STD_MAE:  5.94217712311
CV_MAE:  0.462523704677



ITERATION 800 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.55925321661
AVG_RMSE_PER_AREA:  1.40343569457
STD_RMSE:  0.123217499866
CV_RMSE:  0.110904268573
AVG_MAE:  1.15792011604
AVG_MAE_PER_AREA:  1.04220815773
STD_MAE:  0.121700617787
CV_MAE:  0.109538969832



ITERATION 801 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  56.6613065412
AVG_RMSE_PER_AREA:  4.41036961207
STD_RMSE:  45.1795845843
CV_RMSE:  3.51666205917
AVG_MAE:  18.015280543
AVG_MAE_PER_AREA:  1.40226286173
STD_MAE:  10.6594856367
CV_MAE:  0.829706803498



ITERATION 802 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.59892650398
AVG_RMSE_PER_AREA:  1.43914439604
STD_RMSE:  0.226902556822
CV_RMSE:  0.204227988144
AVG_MAE:  1.20195207523
AVG_MAE_PER_AREA:  1.08183996517
STD_MAE:  0.156992149554
CV_MAE:  0.141303788316



ITERATION 803 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  58.6636841719
AVG_RMSE_PER_AREA:  4.56622951
STD_RMSE:  47.7069334775
CV_RMSE:  3.71338436294
AVG_MAE:  19.5694519665
AVG_MAE_PER_AREA:  1.52323554726
STD_MAE:  13.3859558486
CV_MAE:  1.04192819592



ITERATION 804 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.56670877621
AVG_RMSE_PER_AREA:  1.41014621366
STD_RMSE:  0.13688874134
CV_RMSE:  0.123209331067
AVG_MAE:  1.17176994842
AVG_MAE_PER_AREA:  1.05467396439
STD_MAE:  0.124784466204
CV_MAE:  0.11231464661



ITERATION 805 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  57.2201963645
AVG_RMSE_PER_AREA:  4.45387215099
STD_RMSE:  51.7205322977
CV_RMSE:  4.02579251856
AVG_MAE:  20.1132885154
AVG_MAE_PER_AREA:  1.56556637822
STD_MAE:  15.2475103102
CV_MAE:  1.18682678245



ITERATION 806 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.58326000741
AVG_RMSE_PER_AREA:  1.42504346602
STD_RMSE:  0.174262644356
CV_RMSE:  0.156848427642
AVG_MAE:  1.19144944773
AVG_MAE_PER_AREA:  1.07238687432
STD_MAE:  0.138125339176
CV_MAE:  0.124322354612



ITERATION 807 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.7881663221
AVG_RMSE_PER_AREA:  3.6418699029
STD_RMSE:  52.5434639408
CV_RMSE:  4.0898473901
AVG_MAE:  16.8984607352
AVG_MAE_PER_AREA:  1.31533249525
STD_MAE:  13.258725524
CV_MAE:  1.03202491639



ITERATION 808 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.56139349992
AVG_RMSE_PER_AREA:  1.40536209752
STD_RMSE:  0.250831174544
CV_RMSE:  0.225765398409
AVG_MAE:  1.17080894006
AVG_MAE_PER_AREA:  1.05380899043
STD_MAE:  0.202705891702
CV_MAE:  0.182449316689



ITERATION 809 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  51.5552509292
AVG_RMSE_PER_AREA:  4.01292744415
STD_RMSE:  59.9048595525
CV_RMSE:  4.66283939275
AVG_MAE:  20.0456009051
AVG_MAE_PER_AREA:  1.56029774963
STD_MAE:  19.4313571692
CV_MAE:  1.51248660526



ITERATION 810 OF 6498
HP:  3
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.55915849422
AVG_RMSE_PER_AREA:  1.40335043788
STD_RMSE:  0.334958845504
CV_RMSE:  0.301486118475
AVG_MAE:  1.19334267839
AVG_MAE_PER_AREA:  1.0740909128
STD_MAE:  0.272711942573
CV_MAE:  0.245459602371



ITERATION 811 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.5598333782
AVG_RMSE_PER_AREA:  4.24679637409
STD_RMSE:  34.6110127806
CV_RMSE:  2.69403175339
AVG_MAE:  13.060999761
AVG_MAE_PER_AREA:  1.01663445419
STD_MAE:  4.0587953886
CV_MAE:  0.315926139657



ITERATION 812 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.6055307128
AVG_RMSE_PER_AREA:  1.44508864057
STD_RMSE:  0.177004597054
CV_RMSE:  0.159316374636
AVG_MAE:  1.10629358993
AVG_MAE_PER_AREA:  0.995740715007
STD_MAE:  0.046760435365
CV_MAE:  0.0420876246309



ITERATION 813 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.8973550711
AVG_RMSE_PER_AREA:  4.27306819005
STD_RMSE:  34.2387149421
CV_RMSE:  2.66505305215
AVG_MAE:  12.8677958676
AVG_MAE_PER_AREA:  1.00159596262
STD_MAE:  4.09454260006
CV_MAE:  0.318708610178



ITERATION 814 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.69361826645
AVG_RMSE_PER_AREA:  1.52437352881
STD_RMSE:  0.0958636775924
CV_RMSE:  0.0862839374088
AVG_MAE:  1.10140337558
AVG_MAE_PER_AREA:  0.991339184005
STD_MAE:  0.0821120535897
CV_MAE:  0.0739065250821



ITERATION 815 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.2729853154
AVG_RMSE_PER_AREA:  3.99095661852
STD_RMSE:  39.5122316512
CV_RMSE:  3.07552995893
AVG_MAE:  12.9831982863
AVG_MAE_PER_AREA:  1.01057858854
STD_MAE:  5.85552785907
CV_MAE:  0.455779149982



ITERATION 816 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.67382943518
AVG_RMSE_PER_AREA:  1.50656221256
STD_RMSE:  0.192593461891
CV_RMSE:  0.173347430732
AVG_MAE:  1.11599512208
AVG_MAE_PER_AREA:  1.00447276466
STD_MAE:  0.10330418417
CV_MAE:  0.0929809077311



ITERATION 817 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.6722585107
AVG_RMSE_PER_AREA:  3.94419759713
STD_RMSE:  39.8006217355
CV_RMSE:  3.0979774975
AVG_MAE:  12.8359056485
AVG_MAE_PER_AREA:  0.99911371042
STD_MAE:  5.80976508831
CV_MAE:  0.452217094219



ITERATION 818 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.60926976
AVG_RMSE_PER_AREA:  1.44845404154
STD_RMSE:  0.16110955406
CV_RMSE:  0.145009737031
AVG_MAE:  1.08135750315
AVG_MAE_PER_AREA:  0.97329651294
STD_MAE:  0.133251658439
CV_MAE:  0.119935705004



ITERATION 819 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.551725404
AVG_RMSE_PER_AREA:  3.70130336776
STD_RMSE:  43.6156931928
CV_RMSE:  3.39493279646
AVG_MAE:  12.8197012318
AVG_MAE_PER_AREA:  0.997852400513
STD_MAE:  7.95508994001
CV_MAE:  0.619203634267



ITERATION 820 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.55598629395
AVG_RMSE_PER_AREA:  1.40049523832
STD_RMSE:  0.20593057778
CV_RMSE:  0.185351757099
AVG_MAE:  1.0721441991
AVG_MAE_PER_AREA:  0.965003902333
STD_MAE:  0.174987204093
CV_MAE:  0.157500581497



ITERATION 821 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  46.9157267525
AVG_RMSE_PER_AREA:  3.65179887701
STD_RMSE:  44.5029878083
CV_RMSE:  3.46399751536
AVG_MAE:  13.0614377821
AVG_MAE_PER_AREA:  1.01666854862
STD_MAE:  7.67816863336
CV_MAE:  0.597648795695



ITERATION 822 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.55106815609
AVG_RMSE_PER_AREA:  1.39606857423
STD_RMSE:  0.238442723956
CV_RMSE:  0.214614936398
AVG_MAE:  1.1216132376
AVG_MAE_PER_AREA:  1.00952945704
STD_MAE:  0.0992087943035
CV_MAE:  0.0892947737148



ITERATION 823 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.6413690446
AVG_RMSE_PER_AREA:  3.39693133838
STD_RMSE:  47.2018241773
CV_RMSE:  3.67406796089
AVG_MAE:  12.8567460317
AVG_MAE_PER_AREA:  1.00073587197
STD_MAE:  8.95637415179
CV_MAE:  0.697141008645



ITERATION 824 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.59184061404
AVG_RMSE_PER_AREA:  1.43276660521
STD_RMSE:  0.223519191066
CV_RMSE:  0.201182725053
AVG_MAE:  1.08720331507
AVG_MAE_PER_AREA:  0.978558147817
STD_MAE:  0.13617151675
CV_MAE:  0.12256377935



ITERATION 825 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.0823585412
AVG_RMSE_PER_AREA:  3.19774457672
STD_RMSE:  49.8414658611
CV_RMSE:  3.87953084517
AVG_MAE:  13.0016652743
AVG_MAE_PER_AREA:  1.01201601114
STD_MAE:  11.0887601348
CV_MAE:  0.863120420608



ITERATION 826 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.59625871405
AVG_RMSE_PER_AREA:  1.43674320067
STD_RMSE:  0.33186074527
CV_RMSE:  0.298697614075
AVG_MAE:  1.11029771503
AVG_MAE_PER_AREA:  0.999344704424
STD_MAE:  0.23106786072
CV_MAE:  0.207977049622



ITERATION 827 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  37.6465970268
AVG_RMSE_PER_AREA:  2.93031378307
STD_RMSE:  51.8127902862
CV_RMSE:  4.03297364187
AVG_MAE:  12.982226614
AVG_MAE_PER_AREA:  1.01050295608
STD_MAE:  12.5029840078
CV_MAE:  0.973199950621



ITERATION 828 OF 6498
HP:  3
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.50478174051
AVG_RMSE_PER_AREA:  1.35440760018
STD_RMSE:  0.378648439131
CV_RMSE:  0.340809773237
AVG_MAE:  1.09483819255
AVG_MAE_PER_AREA:  0.985430065395
STD_MAE:  0.217351181779
CV_MAE:  0.195631090266



ITERATION 829 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  69.441419508
AVG_RMSE_PER_AREA:  5.40514056438
STD_RMSE:  22.5398119222
CV_RMSE:  1.7544406868
AVG_MAE:  21.3270995579
AVG_MAE_PER_AREA:  1.66004629165
STD_MAE:  3.32850735324
CV_MAE:  0.259082407032



ITERATION 830 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.62293937292
AVG_RMSE_PER_AREA:  1.46075763822
STD_RMSE:  0.0414476431782
CV_RMSE:  0.0373057443606
AVG_MAE:  1.25080496765
AVG_MAE_PER_AREA:  1.12581094582
STD_MAE:  0.0520493435182
CV_MAE:  0.0468480076197



ITERATION 831 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  70.7435978989
AVG_RMSE_PER_AREA:  5.50649876375
STD_RMSE:  24.3125847455
CV_RMSE:  1.89242874014
AVG_MAE:  22.2416536594
AVG_MAE_PER_AREA:  1.73123281847
STD_MAE:  4.1572279837
CV_MAE:  0.323587878377



ITERATION 832 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.65787892522
AVG_RMSE_PER_AREA:  1.49220565085
STD_RMSE:  0.072852381985
CV_RMSE:  0.0655721804666
AVG_MAE:  1.26494456518
AVG_MAE_PER_AREA:  1.13853756114
STD_MAE:  0.0601397811034
CV_MAE:  0.0541299607821



ITERATION 833 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  64.116232005
AVG_RMSE_PER_AREA:  4.9906417366
STD_RMSE:  33.9181821655
CV_RMSE:  2.64010360951
AVG_MAE:  20.642515206
AVG_MAE_PER_AREA:  1.60676001558
STD_MAE:  6.40447576776
CV_MAE:  0.498507835974



ITERATION 834 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.62066870697
AVG_RMSE_PER_AREA:  1.45871388189
STD_RMSE:  0.093641854181
CV_RMSE:  0.0842841427319
AVG_MAE:  1.23486199026
AVG_MAE_PER_AREA:  1.11146116394
STD_MAE:  0.0654937970819
CV_MAE:  0.0589489453149



ITERATION 835 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  67.7112970271
AVG_RMSE_PER_AREA:  5.27047230343
STD_RMSE:  34.8579499162
CV_RMSE:  2.7132527016
AVG_MAE:  22.7389664135
AVG_MAE_PER_AREA:  1.76994235752
STD_MAE:  7.8865406669
CV_MAE:  0.613867936072



ITERATION 836 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.64167376856
AVG_RMSE_PER_AREA:  1.47761988951
STD_RMSE:  0.117146882538
CV_RMSE:  0.105440293283
AVG_MAE:  1.24969230898
AVG_MAE_PER_AREA:  1.12480947608
STD_MAE:  0.0837280618962
CV_MAE:  0.0753610442814



ITERATION 837 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  64.0021927811
AVG_RMSE_PER_AREA:  4.98176521824
STD_RMSE:  35.4097819159
CV_RMSE:  2.75620587778
AVG_MAE:  20.7683716692
AVG_MAE_PER_AREA:  1.61655635729
STD_MAE:  6.68910235614
CV_MAE:  0.520662433756



ITERATION 838 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.63158772024
AVG_RMSE_PER_AREA:  1.46854174872
STD_RMSE:  0.096947385516
CV_RMSE:  0.0872593494626
AVG_MAE:  1.23578740269
AVG_MAE_PER_AREA:  1.1122940991
STD_MAE:  0.040735269507
CV_MAE:  0.0366645588063



ITERATION 839 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  62.6911032958
AVG_RMSE_PER_AREA:  4.87971340232
STD_RMSE:  42.0465306424
CV_RMSE:  3.27279324036
AVG_MAE:  22.2094132818
AVG_MAE_PER_AREA:  1.72872331083
STD_MAE:  11.3217954918
CV_MAE:  0.881259290319



ITERATION 840 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.63503839018
AVG_RMSE_PER_AREA:  1.47164759023
STD_RMSE:  0.168388053422
CV_RMSE:  0.151560889659
AVG_MAE:  1.25351830848
AVG_MAE_PER_AREA:  1.12825314014
STD_MAE:  0.11993819192
CV_MAE:  0.107952664705



ITERATION 841 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  57.3430917406
AVG_RMSE_PER_AREA:  4.46343800933
STD_RMSE:  47.3166245552
CV_RMSE:  3.68300372551
AVG_MAE:  21.5008321195
AVG_MAE_PER_AREA:  1.67356918508
STD_MAE:  13.8693510744
CV_MAE:  1.07955443056



ITERATION 842 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.62729342084
AVG_RMSE_PER_AREA:  1.46467658237
STD_RMSE:  0.226841381754
CV_RMSE:  0.204172926353
AVG_MAE:  1.24901695151
AVG_MAE_PER_AREA:  1.12420160767
STD_MAE:  0.16456664904
CV_MAE:  0.148121361521



ITERATION 843 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  54.215730285
AVG_RMSE_PER_AREA:  4.22001227895
STD_RMSE:  51.0562710914
CV_RMSE:  3.97408814361
AVG_MAE:  21.4123962684
AVG_MAE_PER_AREA:  1.66668556707
STD_MAE:  15.0841423264
CV_MAE:  1.17411064096



ITERATION 844 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.58900793778
AVG_RMSE_PER_AREA:  1.43021700074
STD_RMSE:  0.255753115716
CV_RMSE:  0.230195485744
AVG_MAE:  1.22549655749
AVG_MAE_PER_AREA:  1.10303162696
STD_MAE:  0.190430406615
CV_MAE:  0.17140053144



ITERATION 845 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  54.6030922685
AVG_RMSE_PER_AREA:  4.25016353427
STD_RMSE:  51.1262382272
CV_RMSE:  3.97953420457
AVG_MAE:  21.8304854786
AVG_MAE_PER_AREA:  1.69922855029
STD_MAE:  14.2423437677
CV_MAE:  1.10858721748



ITERATION 846 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.59136680043
AVG_RMSE_PER_AREA:  1.4323401402
STD_RMSE:  0.280234990306
CV_RMSE:  0.25223086544
AVG_MAE:  1.2381997723
AVG_MAE_PER_AREA:  1.11446539853
STD_MAE:  0.195710766457
CV_MAE:  0.176153220358



ITERATION 847 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  72.2464035282
AVG_RMSE_PER_AREA:  5.62347326866
STD_RMSE:  22.1804490592
CV_RMSE:  1.72646881062
AVG_MAE:  21.4520318965
AVG_MAE_PER_AREA:  1.66977070189
STD_MAE:  1.0995839242
CV_MAE:  0.0855887698542



ITERATION 848 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.55258322419
AVG_RMSE_PER_AREA:  1.39743224026
STD_RMSE:  0.0690857941844
CV_RMSE:  0.0621819910414
AVG_MAE:  1.18650300544
AVG_MAE_PER_AREA:  1.06793473428
STD_MAE:  0.0238591797798
CV_MAE:  0.0214749113163



ITERATION 849 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  72.1798483623
AVG_RMSE_PER_AREA:  5.61829278661
STD_RMSE:  32.7034785873
CV_RMSE:  2.54555422341
AVG_MAE:  22.9550946602
AVG_MAE_PER_AREA:  1.78676522148
STD_MAE:  6.75424901004
CV_MAE:  0.525733280868



ITERATION 850 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.56978410371
AVG_RMSE_PER_AREA:  1.41291422102
STD_RMSE:  0.153697086068
CV_RMSE:  0.138338003374
AVG_MAE:  1.21423917622
AVG_MAE_PER_AREA:  1.09289920554
STD_MAE:  0.114801585403
CV_MAE:  0.103329363718



ITERATION 851 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  67.3694314291
AVG_RMSE_PER_AREA:  5.24386236912
STD_RMSE:  34.8650683482
CV_RMSE:  2.71380678195
AVG_MAE:  21.5401354877
AVG_MAE_PER_AREA:  1.67662845765
STD_MAE:  6.07058530788
CV_MAE:  0.4725186658



ITERATION 852 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.55339814744
AVG_RMSE_PER_AREA:  1.39816572753
STD_RMSE:  0.1468049173
CV_RMSE:  0.132134574989
AVG_MAE:  1.21274300175
AVG_MAE_PER_AREA:  1.09155254507
STD_MAE:  0.102019303367
CV_MAE:  0.0918244261775



ITERATION 853 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  65.4089008501
AVG_RMSE_PER_AREA:  5.09125973751
STD_RMSE:  38.1439876366
CV_RMSE:  2.96902938221
AVG_MAE:  21.5467342206
AVG_MAE_PER_AREA:  1.67714208596
STD_MAE:  7.95363027072
CV_MAE:  0.619090017384



ITERATION 854 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.55971068551
AVG_RMSE_PER_AREA:  1.40384744822
STD_RMSE:  0.186119856423
CV_RMSE:  0.167520738256
AVG_MAE:  1.21416676078
AVG_MAE_PER_AREA:  1.09283402664
STD_MAE:  0.133089068828
CV_MAE:  0.119789363114



ITERATION 855 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  65.0589795599
AVG_RMSE_PER_AREA:  5.06402276894
STD_RMSE:  41.8388551424
CV_RMSE:  3.25662831635
AVG_MAE:  22.0221542232
AVG_MAE_PER_AREA:  1.71414754984
STD_MAE:  8.77427943435
CV_MAE:  0.682967226618



ITERATION 856 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.54448853625
AVG_RMSE_PER_AREA:  1.39014646149
STD_RMSE:  0.192333013981
CV_RMSE:  0.173113009607
AVG_MAE:  1.19241006166
AVG_MAE_PER_AREA:  1.07325149327
STD_MAE:  0.149178940752
CV_MAE:  0.134271360225



ITERATION 857 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  64.2662781903
AVG_RMSE_PER_AREA:  5.00232094374
STD_RMSE:  40.0909652193
CV_RMSE:  3.12057708363
AVG_MAE:  21.5195099936
AVG_MAE_PER_AREA:  1.67502302251
STD_MAE:  8.81845781725
CV_MAE:  0.686405957727



ITERATION 858 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.55507217797
AVG_RMSE_PER_AREA:  1.39967247075
STD_RMSE:  0.176760956538
CV_RMSE:  0.159097081327
AVG_MAE:  1.21317664038
AVG_MAE_PER_AREA:  1.09194284982
STD_MAE:  0.127588290763
CV_MAE:  0.114838282557



ITERATION 859 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  61.6232028038
AVG_RMSE_PER_AREA:  4.79659078892
STD_RMSE:  46.3263551562
CV_RMSE:  3.60592371568
AVG_MAE:  22.0043497666
AVG_MAE_PER_AREA:  1.71276169696
STD_MAE:  10.7569537858
CV_MAE:  0.837293472235



ITERATION 860 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.54048755425
AVG_RMSE_PER_AREA:  1.38654530108
STD_RMSE:  0.218147358431
CV_RMSE:  0.196347704297
AVG_MAE:  1.19553699278
AVG_MAE_PER_AREA:  1.07606594745
STD_MAE:  0.161135086686
CV_MAE:  0.14503271816



ITERATION 861 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  63.3408436352
AVG_RMSE_PER_AREA:  4.93028751054
STD_RMSE:  46.778582532
CV_RMSE:  3.64112392545
AVG_MAE:  22.0177496983
AVG_MAE_PER_AREA:  1.71380471301
STD_MAE:  10.2306607623
CV_MAE:  0.796328183934



ITERATION 862 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.53674133049
AVG_RMSE_PER_AREA:  1.3831734407
STD_RMSE:  0.249770415042
CV_RMSE:  0.224810641521
AVG_MAE:  1.1939575966
AVG_MAE_PER_AREA:  1.0746443817
STD_MAE:  0.185891595768
CV_MAE:  0.167315287885



ITERATION 863 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  57.0434080509
AVG_RMSE_PER_AREA:  4.44011140572
STD_RMSE:  51.5797772574
CV_RMSE:  4.01483651012
AVG_MAE:  22.1539236409
AVG_MAE_PER_AREA:  1.72440414064
STD_MAE:  14.1545423223
CV_MAE:  1.10175297998



ITERATION 864 OF 6498
HP:  3
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.54536662641
AVG_RMSE_PER_AREA:  1.39093680334
STD_RMSE:  0.255963029316
CV_RMSE:  0.230384422496
AVG_MAE:  1.20504348519
AVG_MAE_PER_AREA:  1.08462244786
STD_MAE:  0.180978921759
CV_MAE:  0.162893541637



ITERATION 865 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  66.1700477917
AVG_RMSE_PER_AREA:  5.15050544761
STD_RMSE:  24.4536111822
CV_RMSE:  1.90340587337
AVG_MAE:  21.5467399292
AVG_MAE_PER_AREA:  1.6771425303
STD_MAE:  3.92333292942
CV_MAE:  0.305382092052



ITERATION 866 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.62442870383
AVG_RMSE_PER_AREA:  1.462098139
STD_RMSE:  0.0416916814752
CV_RMSE:  0.0375253956996
AVG_MAE:  1.24956651103
AVG_MAE_PER_AREA:  1.12469624923
STD_MAE:  0.0658834171575
CV_MAE:  0.0592996303195



ITERATION 867 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  68.4845728284
AVG_RMSE_PER_AREA:  5.33066209262
STD_RMSE:  26.5613206509
CV_RMSE:  2.06746452925
AVG_MAE:  22.0857625093
AVG_MAE_PER_AREA:  1.71909865438
STD_MAE:  4.20307259762
CV_MAE:  0.3271563046



ITERATION 868 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.64289107763
AVG_RMSE_PER_AREA:  1.47871555184
STD_RMSE:  0.0846761234557
CV_RMSE:  0.0762143652295
AVG_MAE:  1.25828219752
AVG_MAE_PER_AREA:  1.13254096964
STD_MAE:  0.0718918279268
CV_MAE:  0.0647076154059



ITERATION 869 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  62.5438003989
AVG_RMSE_PER_AREA:  4.86824772566
STD_RMSE:  35.6436904687
CV_RMSE:  2.7744127148
AVG_MAE:  21.1347441865
AVG_MAE_PER_AREA:  1.64507384684
STD_MAE:  7.55556973665
CV_MAE:  0.588106014536



ITERATION 870 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.6184784548
AVG_RMSE_PER_AREA:  1.45674250351
STD_RMSE:  0.0816187385186
CV_RMSE:  0.0734625074126
AVG_MAE:  1.23947123802
AVG_MAE_PER_AREA:  1.11560980558
STD_MAE:  0.0631360419801
CV_MAE:  0.0568268027189



ITERATION 871 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  62.1113744759
AVG_RMSE_PER_AREA:  4.83458880979
STD_RMSE:  33.6659490812
CV_RMSE:  2.62047043834
AVG_MAE:  21.4870889068
AVG_MAE_PER_AREA:  1.67249944894
STD_MAE:  6.84005561005
CV_MAE:  0.532412244773



ITERATION 872 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.62984587817
AVG_RMSE_PER_AREA:  1.46697397043
STD_RMSE:  0.112127134188
CV_RMSE:  0.100922172726
AVG_MAE:  1.245727855
AVG_MAE_PER_AREA:  1.12124119342
STD_MAE:  0.0907531128664
CV_MAE:  0.0816840758343



ITERATION 873 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  62.129198819
AVG_RMSE_PER_AREA:  4.83597621057
STD_RMSE:  37.077231971
CV_RMSE:  2.88599587914
AVG_MAE:  21.2497665913
AVG_MAE_PER_AREA:  1.65402689346
STD_MAE:  7.90598593284
CV_MAE:  0.6153815053



ITERATION 874 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.61656888533
AVG_RMSE_PER_AREA:  1.45502375896
STD_RMSE:  0.122643011514
CV_RMSE:  0.110387189339
AVG_MAE:  1.21708184396
AVG_MAE_PER_AREA:  1.09545780303
STD_MAE:  0.0798092734663
CV_MAE:  0.0718338637674



ITERATION 875 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  62.1843931061
AVG_RMSE_PER_AREA:  4.84027239118
STD_RMSE:  40.7213706878
CV_RMSE:  3.16964621549
AVG_MAE:  22.7865119278
AVG_MAE_PER_AREA:  1.77364317743
STD_MAE:  11.0661931352
CV_MAE:  0.861363863703



ITERATION 876 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.6246641
AVG_RMSE_PER_AREA:  1.46231001183
STD_RMSE:  0.127112757612
CV_RMSE:  0.114410269845
AVG_MAE:  1.25123937678
AVG_MAE_PER_AREA:  1.12620194407
STD_MAE:  0.091334379468
CV_MAE:  0.082207255962



ITERATION 877 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  58.6981670638
AVG_RMSE_PER_AREA:  4.56891356915
STD_RMSE:  45.0918067525
CV_RMSE:  3.50982965968
AVG_MAE:  22.4440349206
AVG_MAE_PER_AREA:  1.74698565262
STD_MAE:  12.3165911856
CV_MAE:  0.958691615229



ITERATION 878 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.64230108223
AVG_RMSE_PER_AREA:  1.47818451518
STD_RMSE:  0.188981813787
CV_RMSE:  0.170096697745
AVG_MAE:  1.26758805674
AVG_MAE_PER_AREA:  1.1409168863
STD_MAE:  0.137085846139
CV_MAE:  0.123386739012



ITERATION 879 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  53.2464584252
AVG_RMSE_PER_AREA:  4.14456666328
STD_RMSE:  49.7441754898
CV_RMSE:  3.8719580142
AVG_MAE:  21.7863686995
AVG_MAE_PER_AREA:  1.69579461426
STD_MAE:  15.4651186814
CV_MAE:  1.20376485547



ITERATION 880 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.5949665031
AVG_RMSE_PER_AREA:  1.43558012147
STD_RMSE:  0.25769527513
CV_RMSE:  0.231943563488
AVG_MAE:  1.23460946462
AVG_MAE_PER_AREA:  1.1112338734
STD_MAE:  0.210180439555
CV_MAE:  0.189176926512



ITERATION 881 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  49.6684319194
AVG_RMSE_PER_AREA:  3.86606233051
STD_RMSE:  48.9883869219
CV_RMSE:  3.81312938605
AVG_MAE:  20.6945606347
AVG_MAE_PER_AREA:  1.6108110972
STD_MAE:  13.8398395851
CV_MAE:  1.07725733253



ITERATION 882 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.59830578508
AVG_RMSE_PER_AREA:  1.43858570611
STD_RMSE:  0.233967069441
CV_RMSE:  0.210586537909
AVG_MAE:  1.23661289809
AVG_MAE_PER_AREA:  1.11303710203
STD_MAE:  0.169096806359
CV_MAE:  0.152198816302



ITERATION 883 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.8436277008
AVG_RMSE_PER_AREA:  4.73591067837
STD_RMSE:  29.158954244
CV_RMSE:  2.26965761235
AVG_MAE:  19.2039279473
AVG_MAE_PER_AREA:  1.49478410261
STD_MAE:  3.63735422356
CV_MAE:  0.283122248942



ITERATION 884 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.55596583962
AVG_RMSE_PER_AREA:  1.40047682801
STD_RMSE:  0.0361134626262
CV_RMSE:  0.032504613083
AVG_MAE:  1.22495581439
AVG_MAE_PER_AREA:  1.10254492079
STD_MAE:  0.0351351787518
CV_MAE:  0.031624089962



ITERATION 885 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.3868429283
AVG_RMSE_PER_AREA:  4.70035573263
STD_RMSE:  30.4662987174
CV_RMSE:  2.37141792622
AVG_MAE:  19.3135507842
AVG_MAE_PER_AREA:  1.50331686082
STD_MAE:  4.86210897621
CV_MAE:  0.378453992472



ITERATION 886 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.56176542628
AVG_RMSE_PER_AREA:  1.40569685696
STD_RMSE:  0.087189732625
CV_RMSE:  0.0784767872613
AVG_MAE:  1.22547715759
AVG_MAE_PER_AREA:  1.10301416571
STD_MAE:  0.0875952823809
CV_MAE:  0.0788418100795



ITERATION 887 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.5788019301
AVG_RMSE_PER_AREA:  4.48178508109
STD_RMSE:  35.8370111982
CV_RMSE:  2.78946030058
AVG_MAE:  19.7958572663
AVG_MAE_PER_AREA:  1.54085835046
STD_MAE:  6.00845390171
CV_MAE:  0.467682517775



ITERATION 888 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.55310753601
AVG_RMSE_PER_AREA:  1.39790415715
STD_RMSE:  0.104453450184
CV_RMSE:  0.0940153265987
AVG_MAE:  1.23686595171
AVG_MAE_PER_AREA:  1.11326486779
STD_MAE:  0.0618159649861
CV_MAE:  0.0556386421602



ITERATION 889 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.2135371592
AVG_RMSE_PER_AREA:  4.2198415717
STD_RMSE:  38.8759974766
CV_RMSE:  3.02600713566
AVG_MAE:  19.0695975891
AVG_MAE_PER_AREA:  1.48432817482
STD_MAE:  7.34388692188
CV_MAE:  0.571629171507



ITERATION 890 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.53385814433
AVG_RMSE_PER_AREA:  1.38057837382
STD_RMSE:  0.12973345663
CV_RMSE:  0.116769080144
AVG_MAE:  1.21269871025
AVG_MAE_PER_AREA:  1.09151267966
STD_MAE:  0.107990648414
CV_MAE:  0.0971990495514



ITERATION 891 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.5321726838
AVG_RMSE_PER_AREA:  4.1668059225
STD_RMSE:  41.1058547881
CV_RMSE:  3.19957346383
AVG_MAE:  19.1667689794
AVG_MAE_PER_AREA:  1.49189174462
STD_MAE:  8.42899542141
CV_MAE:  0.65609121173



ITERATION 892 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.54798574223
AVG_RMSE_PER_AREA:  1.39329418865
STD_RMSE:  0.110048579688
CV_RMSE:  0.0990513299736
AVG_MAE:  1.21426717057
AVG_MAE_PER_AREA:  1.09292440239
STD_MAE:  0.0996006959823
CV_MAE:  0.0896475123201



ITERATION 893 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.4341701496
AVG_RMSE_PER_AREA:  4.08134024395
STD_RMSE:  42.5702471973
CV_RMSE:  3.313557983
AVG_MAE:  19.1190973565
AVG_MAE_PER_AREA:  1.48818110874
STD_MAE:  8.73988939901
CV_MAE:  0.680290395178



ITERATION 894 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.54223031048
AVG_RMSE_PER_AREA:  1.38811390218
STD_RMSE:  0.134981866454
CV_RMSE:  0.121493011836
AVG_MAE:  1.21754123814
AVG_MAE_PER_AREA:  1.09587128955
STD_MAE:  0.11733480566
CV_MAE:  0.105609437085



ITERATION 895 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.1965037627
AVG_RMSE_PER_AREA:  3.98500349219
STD_RMSE:  43.7130124249
CV_RMSE:  3.40250787388
AVG_MAE:  19.3663202614
AVG_MAE_PER_AREA:  1.5074243005
STD_MAE:  9.60101702691
CV_MAE:  0.74731834342



ITERATION 896 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.54814126454
AVG_RMSE_PER_AREA:  1.39343416949
STD_RMSE:  0.147589483383
CV_RMSE:  0.132840738706
AVG_MAE:  1.21679048285
AVG_MAE_PER_AREA:  1.09519555789
STD_MAE:  0.126647683347
CV_MAE:  0.113991670853



ITERATION 897 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.6029844179
AVG_RMSE_PER_AREA:  3.86096806619
STD_RMSE:  45.9064132414
CV_RMSE:  3.57323652273
AVG_MAE:  19.2234611993
AVG_MAE_PER_AREA:  1.49630452045
STD_MAE:  10.7539823736
CV_MAE:  0.837062185192



ITERATION 898 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.5250695272
AVG_RMSE_PER_AREA:  1.3726680108
STD_RMSE:  0.188489889303
CV_RMSE:  0.169653931701
AVG_MAE:  1.20263784231
AVG_MAE_PER_AREA:  1.08245720295
STD_MAE:  0.148856823999
CV_MAE:  0.133981432878



ITERATION 899 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.3844538213
AVG_RMSE_PER_AREA:  3.61044596557
STD_RMSE:  48.4676029278
CV_RMSE:  3.77259290636
AVG_MAE:  19.0294575242
AVG_MAE_PER_AREA:  1.48120377594
STD_MAE:  12.4140504625
CV_MAE:  0.966277593382



ITERATION 900 OF 6498
HP:  3
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.53441357999
AVG_RMSE_PER_AREA:  1.38107830432
STD_RMSE:  0.195899811331
CV_RMSE:  0.176323373814
AVG_MAE:  1.21273116801
AVG_MAE_PER_AREA:  1.09154189389
STD_MAE:  0.150241763518
CV_MAE:  0.135227974194



ITERATION 901 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  70.5174164364
AVG_RMSE_PER_AREA:  5.48889338346
STD_RMSE:  21.9885856493
CV_RMSE:  1.71153465883
AVG_MAE:  20.8765867575
AVG_MAE_PER_AREA:  1.62497953999
STD_MAE:  3.22704903352
CV_MAE:  0.251185153729



ITERATION 902 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.5906372136
AVG_RMSE_PER_AREA:  1.43168346162
STD_RMSE:  0.0502240230676
CV_RMSE:  0.0452050930198
AVG_MAE:  1.24668605468
AVG_MAE_PER_AREA:  1.12210363938
STD_MAE:  0.0372866705232
CV_MAE:  0.0335605813005



ITERATION 903 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  70.0943006552
AVG_RMSE_PER_AREA:  5.45595914495
STD_RMSE:  24.6553589631
CV_RMSE:  1.91910939904
AVG_MAE:  21.8413310306
AVG_MAE_PER_AREA:  1.70007274002
STD_MAE:  2.97080722157
CV_MAE:  0.231239953561



ITERATION 904 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.59640004237
AVG_RMSE_PER_AREA:  1.43687040592
STD_RMSE:  0.0311756715974
CV_RMSE:  0.0280602597808
AVG_MAE:  1.24943079695
AVG_MAE_PER_AREA:  1.12457409718
STD_MAE:  0.0450571139831
CV_MAE:  0.0405545176273



ITERATION 905 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  63.0948926412
AVG_RMSE_PER_AREA:  4.91114332103
STD_RMSE:  33.8349240291
CV_RMSE:  2.63362301142
AVG_MAE:  20.1732043688
AVG_MAE_PER_AREA:  1.57023007334
STD_MAE:  6.54175254842
CV_MAE:  0.509193105673



ITERATION 906 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.58859696529
AVG_RMSE_PER_AREA:  1.42984709708
STD_RMSE:  0.0595483530322
CV_RMSE:  0.0535976346294
AVG_MAE:  1.23685163591
AVG_MAE_PER_AREA:  1.11325198258
STD_MAE:  0.0558353624295
CV_MAE:  0.0502556863878



ITERATION 907 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  65.2512531796
AVG_RMSE_PER_AREA:  5.0789888504
STD_RMSE:  33.4902344592
CV_RMSE:  2.60679326645
AVG_MAE:  21.095767964
AVG_MAE_PER_AREA:  1.64204003845
STD_MAE:  6.32894900032
CV_MAE:  0.492629027659



ITERATION 908 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.60376209301
AVG_RMSE_PER_AREA:  1.44349676048
STD_RMSE:  0.0879252527698
CV_RMSE:  0.0791388062422
AVG_MAE:  1.24687957004
AVG_MAE_PER_AREA:  1.12227781658
STD_MAE:  0.0614257343878
CV_MAE:  0.055287407643



ITERATION 909 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  65.7790401068
AVG_RMSE_PER_AREA:  5.12007042031
STD_RMSE:  34.0654333623
CV_RMSE:  2.65156526198
AVG_MAE:  21.3460174711
AVG_MAE_PER_AREA:  1.6615188131
STD_MAE:  6.42424817591
CV_MAE:  0.500046869106



ITERATION 910 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.55216986762
AVG_RMSE_PER_AREA:  1.39706019078
STD_RMSE:  0.0965172699842
CV_RMSE:  0.0868722157478
AVG_MAE:  1.20857928099
AVG_MAE_PER_AREA:  1.08780490853
STD_MAE:  0.0821218604588
CV_MAE:  0.0739153519423



ITERATION 911 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  61.2486438533
AVG_RMSE_PER_AREA:  4.76743608858
STD_RMSE:  43.339781173
CV_RMSE:  3.37345651816
AVG_MAE:  21.4331205674
AVG_MAE_PER_AREA:  1.66829869292
STD_MAE:  10.3709223447
CV_MAE:  0.807245782886



ITERATION 912 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.55393858859
AVG_RMSE_PER_AREA:  1.39865216193
STD_RMSE:  0.18615117357
CV_RMSE:  0.167548925853
AVG_MAE:  1.21092301813
AVG_MAE_PER_AREA:  1.08991443399
STD_MAE:  0.142611554737
CV_MAE:  0.128360258773



ITERATION 913 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  58.0054964551
AVG_RMSE_PER_AREA:  4.51499787976
STD_RMSE:  44.5030581822
CV_RMSE:  3.46400299308
AVG_MAE:  20.7911034547
AVG_MAE_PER_AREA:  1.61832574071
STD_MAE:  10.8472047461
CV_MAE:  0.844318373658



ITERATION 914 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.58669078248
AVG_RMSE_PER_AREA:  1.42813140077
STD_RMSE:  0.182868503558
CV_RMSE:  0.164594295893
AVG_MAE:  1.24223788582
AVG_MAE_PER_AREA:  1.11809997987
STD_MAE:  0.137818604107
CV_MAE:  0.124046271843



ITERATION 915 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  54.2049462405
AVG_RMSE_PER_AREA:  4.2191728768
STD_RMSE:  49.2257518756
CV_RMSE:  3.83160526038
AVG_MAE:  20.5505585724
AVG_MAE_PER_AREA:  1.59960234896
STD_MAE:  13.4517815432
CV_MAE:  1.04705189781



ITERATION 916 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.54969872661
AVG_RMSE_PER_AREA:  1.39483599302
STD_RMSE:  0.250096218564
CV_RMSE:  0.225103887215
AVG_MAE:  1.21931912228
AVG_MAE_PER_AREA:  1.09747150819
STD_MAE:  0.187685477549
CV_MAE:  0.168929905509



ITERATION 917 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  51.9246713026
AVG_RMSE_PER_AREA:  4.04168217093
STD_RMSE:  51.0183333309
CV_RMSE:  3.97113516641
AVG_MAE:  20.7414340952
AVG_MAE_PER_AREA:  1.61445960618
STD_MAE:  13.4562782953
CV_MAE:  1.04740191336



ITERATION 918 OF 6498
HP:  3
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.55767919673
AVG_RMSE_PER_AREA:  1.40201896786
STD_RMSE:  0.229110359074
CV_RMSE:  0.206215162807
AVG_MAE:  1.22241963476
AVG_MAE_PER_AREA:  1.10026218378
STD_MAE:  0.175402626389
CV_MAE:  0.157874490285



ITERATION 919 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  72.3867740135
AVG_RMSE_PER_AREA:  5.63439934432
STD_RMSE:  19.7954206379
CV_RMSE:  1.54082436443
AVG_MAE:  22.8597319682
AVG_MAE_PER_AREA:  1.77934243608
STD_MAE:  2.37973117313
CV_MAE:  0.185232122087



ITERATION 920 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.63967060981
AVG_RMSE_PER_AREA:  1.47581690815
STD_RMSE:  0.0398257546255
CV_RMSE:  0.0358459325332
AVG_MAE:  1.30135543728
AVG_MAE_PER_AREA:  1.17130986331
STD_MAE:  0.0277617840499
CV_MAE:  0.0249875249675



ITERATION 921 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  63.8578089095
AVG_RMSE_PER_AREA:  4.97052675096
STD_RMSE:  25.0148517119
CV_RMSE:  1.9470913852
AVG_MAE:  20.031064227
AVG_MAE_PER_AREA:  1.55916625219
STD_MAE:  3.19993658079
CV_MAE:  0.249074790504



ITERATION 922 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.64081338644
AVG_RMSE_PER_AREA:  1.47684548612
STD_RMSE:  0.103888838989
CV_RMSE:  0.0935071374889
AVG_MAE:  1.3077930615
AVG_MAE_PER_AREA:  1.17710417017
STD_MAE:  0.0925035564271
CV_MAE:  0.0832595960567



ITERATION 923 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.5084174552
AVG_RMSE_PER_AREA:  4.55414395019
STD_RMSE:  33.5047301074
CV_RMSE:  2.60792157023
AVG_MAE:  19.4191135558
AVG_MAE_PER_AREA:  1.51153359405
STD_MAE:  4.63582076091
CV_MAE:  0.360840302827



ITERATION 924 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.63017583544
AVG_RMSE_PER_AREA:  1.46727095479
STD_RMSE:  0.102236618555
CV_RMSE:  0.0920200248707
AVG_MAE:  1.2853063372
AVG_MAE_PER_AREA:  1.15686456368
STD_MAE:  0.0731283795368
CV_MAE:  0.0658205973444



ITERATION 925 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.7839878039
AVG_RMSE_PER_AREA:  4.41991880438
STD_RMSE:  35.6486554028
CV_RMSE:  2.77479917243
AVG_MAE:  19.1109379131
AVG_MAE_PER_AREA:  1.48754599876
STD_MAE:  5.63822043449
CV_MAE:  0.438864501868



ITERATION 926 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.62146412697
AVG_RMSE_PER_AREA:  1.45942981487
STD_RMSE:  0.0918941964564
CV_RMSE:  0.0827111299547
AVG_MAE:  1.278257314
AVG_MAE_PER_AREA:  1.15051995545
STD_MAE:  0.0816926988805
CV_MAE:  0.0735290768515



ITERATION 927 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  57.8343048184
AVG_RMSE_PER_AREA:  4.50167276535
STD_RMSE:  37.1922197625
CV_RMSE:  2.89494623154
AVG_MAE:  20.2168293112
AVG_MAE_PER_AREA:  1.57362572608
STD_MAE:  6.66577545702
CV_MAE:  0.518846728236



ITERATION 928 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.63147408781
AVG_RMSE_PER_AREA:  1.46843947167
STD_RMSE:  0.146919991716
CV_RMSE:  0.13223814992
AVG_MAE:  1.28441614257
AVG_MAE_PER_AREA:  1.15606332696
STD_MAE:  0.118917878225
CV_MAE:  0.10703431184



ITERATION 929 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.1431405711
AVG_RMSE_PER_AREA:  4.21436208328
STD_RMSE:  40.1017839953
CV_RMSE:  3.12141918919
AVG_MAE:  19.2740747905
AVG_MAE_PER_AREA:  1.50024415153
STD_MAE:  8.26044852274
CV_MAE:  0.642971956889



ITERATION 930 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.63054470521
AVG_RMSE_PER_AREA:  1.46760296308
STD_RMSE:  0.144544412442
CV_RMSE:  0.130099964336
AVG_MAE:  1.29096123095
AVG_MAE_PER_AREA:  1.161954359
STD_MAE:  0.126356775155
CV_MAE:  0.113729833368



ITERATION 931 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  53.296758325
AVG_RMSE_PER_AREA:  4.14848187744
STD_RMSE:  42.9944313492
CV_RMSE:  3.34657538073
AVG_MAE:  20.0948018674
AVG_MAE_PER_AREA:  1.56412742534
STD_MAE:  9.24793364372
CV_MAE:  0.719835245716



ITERATION 932 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.63232380564
AVG_RMSE_PER_AREA:  1.46920427647
STD_RMSE:  0.162579039584
CV_RMSE:  0.146332375596
AVG_MAE:  1.29209842165
AVG_MAE_PER_AREA:  1.16297790926
STD_MAE:  0.128671735038
CV_MAE:  0.115813457309



ITERATION 933 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  50.7223432387
AVG_RMSE_PER_AREA:  3.94809606287
STD_RMSE:  46.2839586291
CV_RMSE:  3.60262367962
AVG_MAE:  19.9460199109
AVG_MAE_PER_AREA:  1.55254662249
STD_MAE:  10.8242473292
CV_MAE:  0.842531427675



ITERATION 934 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.60527060026
AVG_RMSE_PER_AREA:  1.44485452129
STD_RMSE:  0.205047537538
CV_RMSE:  0.184556959832
AVG_MAE:  1.2691481299
AVG_MAE_PER_AREA:  1.14232106
STD_MAE:  0.166421794413
CV_MAE:  0.149791120612



ITERATION 935 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.2691530012
AVG_RMSE_PER_AREA:  3.52363383317
STD_RMSE:  49.305926456
CV_RMSE:  3.83784584244
AVG_MAE:  19.1417153577
AVG_MAE_PER_AREA:  1.48994163548
STD_MAE:  13.4100313134
CV_MAE:  1.04380216786



ITERATION 936 OF 6498
HP:  3
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.59888369874
AVG_RMSE_PER_AREA:  1.43910586837
STD_RMSE:  0.226431712012
CV_RMSE:  0.203804195263
AVG_MAE:  1.27224497464
AVG_MAE_PER_AREA:  1.14510843437
STD_MAE:  0.177736568614
CV_MAE:  0.159975199645



ITERATION 937 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  65.1529854094
AVG_RMSE_PER_AREA:  5.07133994123
STD_RMSE:  26.3073598201
CV_RMSE:  2.04769687476
AVG_MAE:  20.3142441487
AVG_MAE_PER_AREA:  1.58120824518
STD_MAE:  3.43032748103
CV_MAE:  0.267007822539



ITERATION 938 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.60808710404
AVG_RMSE_PER_AREA:  1.44738956942
STD_RMSE:  0.0328271657023
CV_RMSE:  0.0295467186519
AVG_MAE:  1.24616107388
AVG_MAE_PER_AREA:  1.12163112036
STD_MAE:  0.0159213807654
CV_MAE:  0.0143303434202



ITERATION 939 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  71.6333194752
AVG_RMSE_PER_AREA:  5.575752391
STD_RMSE:  22.7264877
CV_RMSE:  1.76897104672
AVG_MAE:  22.2249007344
AVG_MAE_PER_AREA:  1.7299288141
STD_MAE:  3.08411633781
CV_MAE:  0.240059642226



ITERATION 940 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.64561612255
AVG_RMSE_PER_AREA:  1.48116828066
STD_RMSE:  0.0538567007788
CV_RMSE:  0.0484747541066
AVG_MAE:  1.28006304322
AVG_MAE_PER_AREA:  1.1521452366
STD_MAE:  0.0406451318732
CV_MAE:  0.0365834287041



ITERATION 941 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  61.3852241457
AVG_RMSE_PER_AREA:  4.77806714543
STD_RMSE:  36.2872924888
CV_RMSE:  2.8245090321
AVG_MAE:  21.0941024488
AVG_MAE_PER_AREA:  1.64191039906
STD_MAE:  6.95357222556
CV_MAE:  0.541248084644



ITERATION 942 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.63856230844
AVG_RMSE_PER_AREA:  1.47481936029
STD_RMSE:  0.0910544192036
CV_RMSE:  0.0819552723688
AVG_MAE:  1.25576256161
AVG_MAE_PER_AREA:  1.13027312312
STD_MAE:  0.0908758258716
CV_MAE:  0.0817945260229



ITERATION 943 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  64.2720457942
AVG_RMSE_PER_AREA:  5.00276987912
STD_RMSE:  35.3236091188
CV_RMSE:  2.74949841004
AVG_MAE:  22.1033495776
AVG_MAE_PER_AREA:  1.72046758631
STD_MAE:  8.52383984927
CV_MAE:  0.663473656788



ITERATION 944 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.67347562073
AVG_RMSE_PER_AREA:  1.5062437551
STD_RMSE:  0.147385006518
CV_RMSE:  0.132656695391
AVG_MAE:  1.27976698329
AVG_MAE_PER_AREA:  1.15187876219
STD_MAE:  0.110676925471
CV_MAE:  0.0996168846196



ITERATION 945 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  64.7161616732
AVG_RMSE_PER_AREA:  5.03733871095
STD_RMSE:  35.1418137449
CV_RMSE:  2.73534792814
AVG_MAE:  20.5235222474
AVG_MAE_PER_AREA:  1.59749791132
STD_MAE:  6.87108845494
CV_MAE:  0.534827761189



ITERATION 946 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.62932974165
AVG_RMSE_PER_AREA:  1.46650941188
STD_RMSE:  0.0963574479167
CV_RMSE:  0.0867283648377
AVG_MAE:  1.25524624753
AVG_MAE_PER_AREA:  1.12980840475
STD_MAE:  0.0583006939363
CV_MAE:  0.0524746551857



ITERATION 947 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  59.1814539486
AVG_RMSE_PER_AREA:  4.6065313708
STD_RMSE:  41.3827384139
CV_RMSE:  3.22112536943
AVG_MAE:  20.5633655706
AVG_MAE_PER_AREA:  1.60059921259
STD_MAE:  10.0089102622
CV_MAE:  0.779067698309



ITERATION 948 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.59675359338
AVG_RMSE_PER_AREA:  1.43718862628
STD_RMSE:  0.203937276651
CV_RMSE:  0.183557648275
AVG_MAE:  1.23621642776
AVG_MAE_PER_AREA:  1.11268025133
STD_MAE:  0.165654132703
CV_MAE:  0.149100172001



ITERATION 949 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  57.5131632217
AVG_RMSE_PER_AREA:  4.47667593373
STD_RMSE:  44.2302052103
CV_RMSE:  3.44276482317
AVG_MAE:  21.5893869281
AVG_MAE_PER_AREA:  1.68046206244
STD_MAE:  11.6656583704
CV_MAE:  0.908024687786



ITERATION 950 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.6796304922
AVG_RMSE_PER_AREA:  1.51178356494
STD_RMSE:  0.212378320952
CV_RMSE:  0.191155171721
AVG_MAE:  1.30830987259
AVG_MAE_PER_AREA:  1.17756933588
STD_MAE:  0.166403326596
CV_MAE:  0.1497744983



ITERATION 951 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  57.8107691277
AVG_RMSE_PER_AREA:  4.49984080803
STD_RMSE:  48.2684411049
CV_RMSE:  3.75709066497
AVG_MAE:  22.2010612179
AVG_MAE_PER_AREA:  1.72807320776
STD_MAE:  14.2195166016
CV_MAE:  1.10681040989



ITERATION 952 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.57355055268
AVG_RMSE_PER_AREA:  1.41630428549
STD_RMSE:  0.241899363093
CV_RMSE:  0.217726150598
AVG_MAE:  1.22348606099
AVG_MAE_PER_AREA:  1.10122204112
STD_MAE:  0.183853155653
CV_MAE:  0.165480550853



ITERATION 953 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  50.3213958363
AVG_RMSE_PER_AREA:  3.91688735366
STD_RMSE:  49.7232568006
CV_RMSE:  3.87032975752
AVG_MAE:  20.1600770465
AVG_MAE_PER_AREA:  1.56920827651
STD_MAE:  13.1412025443
CV_MAE:  1.02287723149



ITERATION 954 OF 6498
HP:  3
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.56574396365
AVG_RMSE_PER_AREA:  1.40927781565
STD_RMSE:  0.272933603809
CV_RMSE:  0.245659112807
AVG_MAE:  1.20732614133
AVG_MAE_PER_AREA:  1.0866769962
STD_MAE:  0.186802705953
CV_MAE:  0.168135350041



ITERATION 955 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  66.1127656408
AVG_RMSE_PER_AREA:  5.14604675308
STD_RMSE:  24.4938944251
CV_RMSE:  1.90654141685
AVG_MAE:  20.186298935
AVG_MAE_PER_AREA:  1.57124932053
STD_MAE:  3.17019976916
CV_MAE:  0.246760153967



ITERATION 956 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.54969522369
AVG_RMSE_PER_AREA:  1.39483284015
STD_RMSE:  0.035871328323
CV_RMSE:  0.0322866754701
AVG_MAE:  1.21686022208
AVG_MAE_PER_AREA:  1.09525832802
STD_MAE:  0.0339976165829
CV_MAE:  0.0306002053641



ITERATION 957 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  68.3839278555
AVG_RMSE_PER_AREA:  5.32282814813
STD_RMSE:  29.2049563821
CV_RMSE:  2.27323829986
AVG_MAE:  21.1525232138
AVG_MAE_PER_AREA:  1.64645772037
STD_MAE:  6.35014137336
CV_MAE:  0.494278587187



ITERATION 958 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.58647400452
AVG_RMSE_PER_AREA:  1.42793628561
STD_RMSE:  0.103532412764
CV_RMSE:  0.0931863292444
AVG_MAE:  1.21226287698
AVG_MAE_PER_AREA:  1.09112039959
STD_MAE:  0.109764856264
CV_MAE:  0.0987959592774



ITERATION 959 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  71.3878712881
AVG_RMSE_PER_AREA:  5.55664733869
STD_RMSE:  31.8381242119
CV_RMSE:  2.47819727607
AVG_MAE:  22.5163971016
AVG_MAE_PER_AREA:  1.7526181377
STD_MAE:  7.13915179609
CV_MAE:  0.555693118627



ITERATION 960 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.56143902436
AVG_RMSE_PER_AREA:  1.40540307267
STD_RMSE:  0.0864667454288
CV_RMSE:  0.0778260488007
AVG_MAE:  1.18727949145
AVG_MAE_PER_AREA:  1.06863362538
STD_MAE:  0.0964458506629
CV_MAE:  0.0868079334211



ITERATION 961 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  68.6572908368
AVG_RMSE_PER_AREA:  5.34410601586
STD_RMSE:  37.7676903558
CV_RMSE:  2.93973937473
AVG_MAE:  23.2129348435
AVG_MAE_PER_AREA:  1.80683483474
STD_MAE:  9.48736958179
CV_MAE:  0.73847232011



ITERATION 962 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.6012288283
AVG_RMSE_PER_AREA:  1.4412166471
STD_RMSE:  0.124484033269
CV_RMSE:  0.112044236198
AVG_MAE:  1.22262894753
AVG_MAE_PER_AREA:  1.10045057974
STD_MAE:  0.122600373255
CV_MAE:  0.110348811958



ITERATION 963 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  68.7517411673
AVG_RMSE_PER_AREA:  5.35145778539
STD_RMSE:  35.8565625843
CV_RMSE:  2.79098212992
AVG_MAE:  22.7860258924
AVG_MAE_PER_AREA:  1.7736053457
STD_MAE:  7.94244573485
CV_MAE:  0.618219442027



ITERATION 964 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.59692772443
AVG_RMSE_PER_AREA:  1.43734535626
STD_RMSE:  0.126008013015
CV_RMSE:  0.11341592333
AVG_MAE:  1.21527991563
AVG_MAE_PER_AREA:  1.09383594295
STD_MAE:  0.102020890246
CV_MAE:  0.0918258544783



ITERATION 965 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  67.3403202064
AVG_RMSE_PER_AREA:  5.24159642681
STD_RMSE:  40.1728742176
CV_RMSE:  3.1269526683
AVG_MAE:  22.9331463572
AVG_MAE_PER_AREA:  1.78505682232
STD_MAE:  10.9950757312
CV_MAE:  0.855828268838



ITERATION 966 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.58772502592
AVG_RMSE_PER_AREA:  1.42906229136
STD_RMSE:  0.174406160459
CV_RMSE:  0.156977602057
AVG_MAE:  1.20412616099
AVG_MAE_PER_AREA:  1.08379679266
STD_MAE:  0.178551961365
CV_MAE:  0.160709109494



ITERATION 967 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  61.6139611235
AVG_RMSE_PER_AREA:  4.79587144042
STD_RMSE:  45.1445540716
CV_RMSE:  3.51393537462
AVG_MAE:  22.0979873016
AVG_MAE_PER_AREA:  1.7200502006
STD_MAE:  12.0778540583
CV_MAE:  0.940108934464



ITERATION 968 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.57214625
AVG_RMSE_PER_AREA:  1.41504031599
STD_RMSE:  0.206706853637
CV_RMSE:  0.186050459038
AVG_MAE:  1.19950885105
AVG_MAE_PER_AREA:  1.0796408945
STD_MAE:  0.167548069864
CV_MAE:  0.150804846384



ITERATION 969 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  60.1216832512
AVG_RMSE_PER_AREA:  4.6797163889
STD_RMSE:  47.543379787
CV_RMSE:  3.70065376651
AVG_MAE:  22.2194080108
AVG_MAE_PER_AREA:  1.72950127469
STD_MAE:  13.7093374109
CV_MAE:  1.06709938068



ITERATION 970 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.5625996806
AVG_RMSE_PER_AREA:  1.40644774353
STD_RMSE:  0.290190664473
CV_RMSE:  0.26119166048
AVG_MAE:  1.19747781106
AVG_MAE_PER_AREA:  1.07781281808
STD_MAE:  0.24062375906
CV_MAE:  0.216578018779



ITERATION 971 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  58.4439172486
AVG_RMSE_PER_AREA:  4.54912342086
STD_RMSE:  51.3194607762
CV_RMSE:  3.99457414823
AVG_MAE:  22.7963587673
AVG_MAE_PER_AREA:  1.77440962996
STD_MAE:  14.737799989
CV_MAE:  1.14715224883



ITERATION 972 OF 6498
HP:  3
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.57291452378
AVG_RMSE_PER_AREA:  1.41573181551
STD_RMSE:  0.27334467818
CV_RMSE:  0.246029108161
AVG_MAE:  1.21420686493
AVG_MAE_PER_AREA:  1.09287012314
STD_MAE:  0.222612734334
CV_MAE:  0.200366851326



ITERATION 973 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  70.1215970419
AVG_RMSE_PER_AREA:  5.45808382512
STD_RMSE:  21.0066428229
CV_RMSE:  1.63510276789
AVG_MAE:  21.5242380622
AVG_MAE_PER_AREA:  1.67539104315
STD_MAE:  3.10262885387
CV_MAE:  0.241500608615



ITERATION 974 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.60535356263
AVG_RMSE_PER_AREA:  1.44492919316
STD_RMSE:  0.0326315117741
CV_RMSE:  0.02937061659
AVG_MAE:  1.27760237336
AVG_MAE_PER_AREA:  1.1499304636
STD_MAE:  0.0196659672787
CV_MAE:  0.0177007301657



ITERATION 975 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  70.063820793
AVG_RMSE_PER_AREA:  5.45358667128
STD_RMSE:  23.2907376683
CV_RMSE:  1.81289080548
AVG_MAE:  21.5776782425
AVG_MAE_PER_AREA:  1.67955068862
STD_MAE:  3.9843938304
CV_MAE:  0.31013491472



ITERATION 976 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.61854738741
AVG_RMSE_PER_AREA:  1.45680454763
STD_RMSE:  0.107010469485
CV_RMSE:  0.0963168207505
AVG_MAE:  1.30287630067
AVG_MAE_PER_AREA:  1.1726787455
STD_MAE:  0.0752877611248
CV_MAE:  0.0677641900633



ITERATION 977 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  65.1407853166
AVG_RMSE_PER_AREA:  5.07039031755
STD_RMSE:  32.3897962783
CV_RMSE:  2.52113800346
AVG_MAE:  21.0675499374
AVG_MAE_PER_AREA:  1.63984362021
STD_MAE:  5.47315368568
CV_MAE:  0.426016132895



ITERATION 978 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.61892967445
AVG_RMSE_PER_AREA:  1.45714863239
STD_RMSE:  0.0988542622624
CV_RMSE:  0.0889756703671
AVG_MAE:  1.29674428161
AVG_MAE_PER_AREA:  1.16715950441
STD_MAE:  0.0667506196582
CV_MAE:  0.0600801725246



ITERATION 979 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  66.727228786
AVG_RMSE_PER_AREA:  5.1938749757
STD_RMSE:  32.1404877312
CV_RMSE:  2.5017324707
AVG_MAE:  21.5564915642
AVG_MAE_PER_AREA:  1.67790157236
STD_MAE:  5.89652416501
CV_MAE:  0.458970196447



ITERATION 980 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.61063552337
AVG_RMSE_PER_AREA:  1.44968332299
STD_RMSE:  0.104572003925
CV_RMSE:  0.0941220331619
AVG_MAE:  1.28191735083
AVG_MAE_PER_AREA:  1.15381424164
STD_MAE:  0.0855833866502
CV_MAE:  0.0770309648286



ITERATION 981 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  64.8881204669
AVG_RMSE_PER_AREA:  5.05072353888
STD_RMSE:  36.3500683924
CV_RMSE:  2.82939534614
AVG_MAE:  21.7763503017
AVG_MAE_PER_AREA:  1.69501480807
STD_MAE:  7.07655610775
CV_MAE:  0.550820832078



ITERATION 982 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.6246806146
AVG_RMSE_PER_AREA:  1.46232487612
STD_RMSE:  0.147147579566
CV_RMSE:  0.132442994719
AVG_MAE:  1.28867796719
AVG_MAE_PER_AREA:  1.15989926376
STD_MAE:  0.114383836727
CV_MAE:  0.102953361029



ITERATION 983 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  62.3222283422
AVG_RMSE_PER_AREA:  4.85100112961
STD_RMSE:  41.234583174
CV_RMSE:  3.20959334859
AVG_MAE:  21.7162282398
AVG_MAE_PER_AREA:  1.69033506222
STD_MAE:  10.4681762922
CV_MAE:  0.814815778722



ITERATION 984 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.6122277297
AVG_RMSE_PER_AREA:  1.45111641877
STD_RMSE:  0.160968800195
CV_RMSE:  0.144883048822
AVG_MAE:  1.29188666377
AVG_MAE_PER_AREA:  1.16278731252
STD_MAE:  0.132631587044
CV_MAE:  0.119377597881



ITERATION 985 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  60.7754029163
AVG_RMSE_PER_AREA:  4.73060023754
STD_RMSE:  44.3240625936
CV_RMSE:  3.45007043923
AVG_MAE:  22.3252969188
AVG_MAE_PER_AREA:  1.73774339353
STD_MAE:  10.6264129065
CV_MAE:  0.827132507681



ITERATION 986 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.61685218059
AVG_RMSE_PER_AREA:  1.45527874428
STD_RMSE:  0.157003415346
CV_RMSE:  0.141313928309
AVG_MAE:  1.29137078366
AVG_MAE_PER_AREA:  1.16232298476
STD_MAE:  0.108846176496
CV_MAE:  0.097969083973



ITERATION 987 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  56.2060751622
AVG_RMSE_PER_AREA:  4.37493557845
STD_RMSE:  47.7564486881
CV_RMSE:  3.71723849892
AVG_MAE:  21.7972171169
AVG_MAE_PER_AREA:  1.69663902702
STD_MAE:  12.6322971514
CV_MAE:  0.983265351405



ITERATION 988 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.60595105687
AVG_RMSE_PER_AREA:  1.44546697928
STD_RMSE:  0.183994110164
CV_RMSE:  0.165607419658
AVG_MAE:  1.28855869656
AVG_MAE_PER_AREA:  1.15979191195
STD_MAE:  0.137749960823
CV_MAE:  0.123984488142



ITERATION 989 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  50.1738736958
AVG_RMSE_PER_AREA:  3.90540461164
STD_RMSE:  51.9225068742
CV_RMSE:  4.04151369742
AVG_MAE:  21.1217488686
AVG_MAE_PER_AREA:  1.6440623249
STD_MAE:  15.2424370014
CV_MAE:  1.18643188921



ITERATION 990 OF 6498
HP:  3
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.60500513837
AVG_RMSE_PER_AREA:  1.44461558724
STD_RMSE:  0.211338970237
CV_RMSE:  0.190219684222
AVG_MAE:  1.29242401654
AVG_MAE_PER_AREA:  1.16327096716
STD_MAE:  0.164859886485
CV_MAE:  0.148385295494



ITERATION 991 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  64.4519414885
AVG_RMSE_PER_AREA:  5.01677249487
STD_RMSE:  26.4232749507
CV_RMSE:  2.05671940885
AVG_MAE:  20.5503337889
AVG_MAE_PER_AREA:  1.5995848524
STD_MAE:  4.50115192288
CV_MAE:  0.35035802864



ITERATION 992 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.62778425129
AVG_RMSE_PER_AREA:  1.46511836371
STD_RMSE:  0.0515662874756
CV_RMSE:  0.046413223785
AVG_MAE:  1.25247734304
AVG_MAE_PER_AREA:  1.12731619928
STD_MAE:  0.0575777942002
CV_MAE:  0.0518239954452



ITERATION 993 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  64.617629649
AVG_RMSE_PER_AREA:  5.02966923292
STD_RMSE:  25.4060887491
CV_RMSE:  1.97754426469
AVG_MAE:  20.5276016928
AVG_MAE_PER_AREA:  1.59781544481
STD_MAE:  3.38622552273
CV_MAE:  0.263575040123



ITERATION 994 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.63986837042
AVG_RMSE_PER_AREA:  1.47599490636
STD_RMSE:  0.0838497064423
CV_RMSE:  0.0754705327828
AVG_MAE:  1.27032384709
AVG_MAE_PER_AREA:  1.14337928675
STD_MAE:  0.0935092286704
CV_MAE:  0.0841647706032



ITERATION 995 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  59.964309288
AVG_RMSE_PER_AREA:  4.66746680647
STD_RMSE:  34.5260582905
CV_RMSE:  2.68741911551
AVG_MAE:  20.3503573632
AVG_MAE_PER_AREA:  1.58401920443
STD_MAE:  6.09191904328
CV_MAE:  0.474179228608



ITERATION 996 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.62624655643
AVG_RMSE_PER_AREA:  1.46373433203
STD_RMSE:  0.0925328170685
CV_RMSE:  0.0832859326569
AVG_MAE:  1.25533881737
AVG_MAE_PER_AREA:  1.12989172401
STD_MAE:  0.0714414493911
CV_MAE:  0.0643022435867



ITERATION 997 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  60.7851962896
AVG_RMSE_PER_AREA:  4.73136252839
STD_RMSE:  34.2982071876
CV_RMSE:  2.66968377474
AVG_MAE:  20.551027985
AVG_MAE_PER_AREA:  1.59963888683
STD_MAE:  5.2833361873
CV_MAE:  0.411241229565



ITERATION 998 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.6545565181
AVG_RMSE_PER_AREA:  1.48921525475
STD_RMSE:  0.0737709919673
CV_RMSE:  0.0663989929591
AVG_MAE:  1.2745114074
AVG_MAE_PER_AREA:  1.14714838054
STD_MAE:  0.0751853448607
CV_MAE:  0.0676720083451



ITERATION 999 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  59.036387101
AVG_RMSE_PER_AREA:  4.59523974243
STD_RMSE:  37.4077412937
CV_RMSE:  2.91172187033
AVG_MAE:  20.422489819
AVG_MAE_PER_AREA:  1.5896338083
STD_MAE:  6.74685246347
CV_MAE:  0.525157552806



ITERATION 1000 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.6397841052
AVG_RMSE_PER_AREA:  1.47591906185
STD_RMSE:  0.131297860929
CV_RMSE:  0.118177152169
AVG_MAE:  1.26108717846
AVG_MAE_PER_AREA:  1.13506564641
STD_MAE:  0.100265952146
CV_MAE:  0.0902462888603



ITERATION 1001 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  57.313458337
AVG_RMSE_PER_AREA:  4.46113142181
STD_RMSE:  40.2105560299
CV_RMSE:  3.12988572315
AVG_MAE:  20.7397227595
AVG_MAE_PER_AREA:  1.61432640023
STD_MAE:  8.39341057403
CV_MAE:  0.653321379209



ITERATION 1002 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.64680805739
AVG_RMSE_PER_AREA:  1.48224110441
STD_RMSE:  0.134589142996
CV_RMSE:  0.121139533574
AVG_MAE:  1.28194864278
AVG_MAE_PER_AREA:  1.15384240656
STD_MAE:  0.116956207182
CV_MAE:  0.105268672281



ITERATION 1003 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  54.5267827297
AVG_RMSE_PER_AREA:  4.24422379706
STD_RMSE:  43.5511878822
CV_RMSE:  3.38991186984
AVG_MAE:  20.6436380952
AVG_MAE_PER_AREA:  1.60684741838
STD_MAE:  9.9744404683
CV_MAE:  0.776384658669



ITERATION 1004 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.64830103345
AVG_RMSE_PER_AREA:  1.48358488609
STD_RMSE:  0.164179539319
CV_RMSE:  0.147772936008
AVG_MAE:  1.27886852838
AVG_MAE_PER_AREA:  1.15107009066
STD_MAE:  0.124786218039
CV_MAE:  0.112316223383



ITERATION 1005 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  55.2613946274
AVG_RMSE_PER_AREA:  4.30140408795
STD_RMSE:  45.5036875077
CV_RMSE:  3.5418893928
AVG_MAE:  21.1098503202
AVG_MAE_PER_AREA:  1.64313617265
STD_MAE:  11.0999571789
CV_MAE:  0.863991969573



ITERATION 1006 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.61578204743
AVG_RMSE_PER_AREA:  1.45431555046
STD_RMSE:  0.198706059552
CV_RMSE:  0.178849191224
AVG_MAE:  1.25956602239
AVG_MAE_PER_AREA:  1.13369650078
STD_MAE:  0.148994523144
CV_MAE:  0.134105371629



ITERATION 1007 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  49.0417284917
AVG_RMSE_PER_AREA:  3.81728135594
STD_RMSE:  49.2374727381
CV_RMSE:  3.83251758201
AVG_MAE:  20.3348181245
AVG_MAE_PER_AREA:  1.58280967027
STD_MAE:  13.1046293448
CV_MAE:  1.02003046819



ITERATION 1008 OF 6498
HP:  3
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.61691698531
AVG_RMSE_PER_AREA:  1.45533707302
STD_RMSE:  0.244529627614
CV_RMSE:  0.220093570511
AVG_MAE:  1.26696294844
AVG_MAE_PER_AREA:  1.14035424561
STD_MAE:  0.189778033114
CV_MAE:  0.170813350186



ITERATION 1009 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  64.2413886631
AVG_RMSE_PER_AREA:  5.00038360729
STD_RMSE:  26.2542886131
CV_RMSE:  2.04356594921
AVG_MAE:  20.5615487073
AVG_MAE_PER_AREA:  1.60045779265
STD_MAE:  4.36264649629
CV_MAE:  0.339577124319



ITERATION 1010 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.61431905211
AVG_RMSE_PER_AREA:  1.45299875352
STD_RMSE:  0.0569124546146
CV_RMSE:  0.0512251438197
AVG_MAE:  1.24572995943
AVG_MAE_PER_AREA:  1.12124308755
STD_MAE:  0.0660652567818
CV_MAE:  0.059463298553



ITERATION 1011 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  64.475458161
AVG_RMSE_PER_AREA:  5.01860297186
STD_RMSE:  25.3842675123
CV_RMSE:  1.97584575603
AVG_MAE:  20.7036471247
AVG_MAE_PER_AREA:  1.61151836609
STD_MAE:  3.68205117659
CV_MAE:  0.286601344208



ITERATION 1012 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.64366425455
AVG_RMSE_PER_AREA:  1.47941146451
STD_RMSE:  0.0955148239255
CV_RMSE:  0.0859699449905
AVG_MAE:  1.28109616897
AVG_MAE_PER_AREA:  1.15307512119
STD_MAE:  0.108482700768
CV_MAE:  0.0976419306883



ITERATION 1013 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  60.0952501171
AVG_RMSE_PER_AREA:  4.67765890208
STD_RMSE:  34.3208931355
CV_RMSE:  2.67144959027
AVG_MAE:  20.3459266409
AVG_MAE_PER_AREA:  1.58367432846
STD_MAE:  5.75991937424
CV_MAE:  0.448337232704



ITERATION 1014 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.6338912242
AVG_RMSE_PER_AREA:  1.47061506153
STD_RMSE:  0.0852714103171
CV_RMSE:  0.0767501645602
AVG_MAE:  1.26485023949
AVG_MAE_PER_AREA:  1.13845266149
STD_MAE:  0.075716165043
CV_MAE:  0.0681497832076



ITERATION 1015 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  60.8413914727
AVG_RMSE_PER_AREA:  4.73573661616
STD_RMSE:  34.0836231151
CV_RMSE:  2.65298110531
AVG_MAE:  20.8370289709
AVG_MAE_PER_AREA:  1.62190046416
STD_MAE:  5.46639863092
CV_MAE:  0.425490336896



ITERATION 1016 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.66087562277
AVG_RMSE_PER_AREA:  1.49490288583
STD_RMSE:  0.0772133741639
CV_RMSE:  0.0694973749266
AVG_MAE:  1.28678258156
AVG_MAE_PER_AREA:  1.15819328566
STD_MAE:  0.0935069413641
CV_MAE:  0.0841627118694



ITERATION 1017 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  59.1130074528
AVG_RMSE_PER_AREA:  4.60120367253
STD_RMSE:  37.0866219846
CV_RMSE:  2.88672677352
AVG_MAE:  20.5347244847
AVG_MAE_PER_AREA:  1.59836986451
STD_MAE:  6.68621345289
CV_MAE:  0.520437568995



ITERATION 1018 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.6353601937
AVG_RMSE_PER_AREA:  1.47193723565
STD_RMSE:  0.124023933604
CV_RMSE:  0.11163011469
AVG_MAE:  1.26405805785
AVG_MAE_PER_AREA:  1.13773964325
STD_MAE:  0.106896139123
CV_MAE:  0.0962139155201



ITERATION 1019 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  57.2743634074
AVG_RMSE_PER_AREA:  4.45808837356
STD_RMSE:  40.0085721351
CV_RMSE:  3.11416381898
AVG_MAE:  20.762688588
AVG_MAE_PER_AREA:  1.61611400095
STD_MAE:  8.5442299352
CV_MAE:  0.665060768362



ITERATION 1020 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.64553580044
AVG_RMSE_PER_AREA:  1.48109598521
STD_RMSE:  0.134551268066
CV_RMSE:  0.121105443518
AVG_MAE:  1.28050180815
AVG_MAE_PER_AREA:  1.15254015537
STD_MAE:  0.116682102257
CV_MAE:  0.105021958898



ITERATION 1021 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  54.3156672913
AVG_RMSE_PER_AREA:  4.22779111714
STD_RMSE:  43.5865233584
CV_RMSE:  3.39266229196
AVG_MAE:  20.7007404295
AVG_MAE_PER_AREA:  1.61129211645
STD_MAE:  10.0783440435
CV_MAE:  0.784472244335



ITERATION 1022 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.64033214725
AVG_RMSE_PER_AREA:  1.47641233758
STD_RMSE:  0.162908820323
CV_RMSE:  0.14662920106
AVG_MAE:  1.27430327955
AVG_MAE_PER_AREA:  1.14696105109
STD_MAE:  0.126677911026
CV_MAE:  0.114018877854



ITERATION 1023 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  55.2115507717
AVG_RMSE_PER_AREA:  4.29752437109
STD_RMSE:  45.6439061807
CV_RMSE:  3.5528036518
AVG_MAE:  21.1899916458
AVG_MAE_PER_AREA:  1.64937416624
STD_MAE:  11.3215285122
CV_MAE:  0.881238509314



ITERATION 1024 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.62260900537
AVG_RMSE_PER_AREA:  1.46046028459
STD_RMSE:  0.190475348481
CV_RMSE:  0.171440982226
AVG_MAE:  1.26471878189
AVG_MAE_PER_AREA:  1.13833434057
STD_MAE:  0.150520798883
CV_MAE:  0.135479125313



ITERATION 1025 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  48.8176821432
AVG_RMSE_PER_AREA:  3.79984216741
STD_RMSE:  49.2603052035
CV_RMSE:  3.83429480209
AVG_MAE:  20.4099613336
AVG_MAE_PER_AREA:  1.58865862338
STD_MAE:  13.3781549593
CV_MAE:  1.04132099487



ITERATION 1026 OF 6498
HP:  3
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.61435056551
AVG_RMSE_PER_AREA:  1.45302711777
STD_RMSE:  0.225013597152
CV_RMSE:  0.202527793846
AVG_MAE:  1.26814114242
AVG_MAE_PER_AREA:  1.14141470165
STD_MAE:  0.176223225028
CV_MAE:  0.158613085792



ITERATION 1027 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  80.0499798499
AVG_RMSE_PER_AREA:  6.23088347459
STD_RMSE:  21.548788459
CV_RMSE:  1.67730198257
AVG_MAE:  27.8527869729
AVG_MAE_PER_AREA:  2.16798892887
STD_MAE:  5.92166338717
CV_MAE:  0.460926968506



ITERATION 1028 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.67563347319
AVG_RMSE_PER_AREA:  1.50818597149
STD_RMSE:  0.0921920889094
CV_RMSE:  0.0829792537573
AVG_MAE:  1.35452214743
AVG_MAE_PER_AREA:  1.21916357814
STD_MAE:  0.0979306482647
CV_MAE:  0.0881443539148



ITERATION 1029 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.6658193182
AVG_RMSE_PER_AREA:  4.87774536288
STD_RMSE:  35.1105896281
CV_RMSE:  2.73291752362
AVG_MAE:  21.6105658607
AVG_MAE_PER_AREA:  1.6821105758
STD_MAE:  9.25829751416
CV_MAE:  0.720641942596



ITERATION 1030 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.59109822529
AVG_RMSE_PER_AREA:  1.432098404
STD_RMSE:  0.127198325771
CV_RMSE:  0.114487287104
AVG_MAE:  1.25349500969
AVG_MAE_PER_AREA:  1.12823216963
STD_MAE:  0.111011675995
CV_MAE:  0.0999181832342



ITERATION 1031 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  71.8717941647
AVG_RMSE_PER_AREA:  5.5943146443
STD_RMSE:  32.6116916613
CV_RMSE:  2.53840976639
AVG_MAE:  24.0533642963
AVG_MAE_PER_AREA:  1.87225169054
STD_MAE:  8.49729176151
CV_MAE:  0.661407222273



ITERATION 1032 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.60958968849
AVG_RMSE_PER_AREA:  1.4487419993
STD_RMSE:  0.177654024084
CV_RMSE:  0.159900903862
AVG_MAE:  1.25431584
AVG_MAE_PER_AREA:  1.12897097365
STD_MAE:  0.154076408737
CV_MAE:  0.138679420001



ITERATION 1033 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  59.452970946
AVG_RMSE_PER_AREA:  4.62766555192
STD_RMSE:  39.6689685179
CV_RMSE:  3.08772995141
AVG_MAE:  21.2809096256
AVG_MAE_PER_AREA:  1.65645098673
STD_MAE:  9.49769608377
CV_MAE:  0.739276108327



ITERATION 1034 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.54063741246
AVG_RMSE_PER_AREA:  1.38668018383
STD_RMSE:  0.105938142382
CV_RMSE:  0.0953516522221
AVG_MAE:  1.2170432905
AVG_MAE_PER_AREA:  1.09542310225
STD_MAE:  0.0776912965965
CV_MAE:  0.0699275381573



ITERATION 1035 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  65.9956076746
AVG_RMSE_PER_AREA:  5.13692747988
STD_RMSE:  38.6552259883
CV_RMSE:  3.00882285378
AVG_MAE:  23.4810363876
AVG_MAE_PER_AREA:  1.8277031658
STD_MAE:  8.6409004019
CV_MAE:  0.672585347563



ITERATION 1036 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.57684903226
AVG_RMSE_PER_AREA:  1.41927314515
STD_RMSE:  0.113584307082
CV_RMSE:  0.102233729072
AVG_MAE:  1.26847826508
AVG_MAE_PER_AREA:  1.14171813535
STD_MAE:  0.108871331379
CV_MAE:  0.0979917251064



ITERATION 1037 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  57.2956361871
AVG_RMSE_PER_AREA:  4.45974419174
STD_RMSE:  41.1345195429
CV_RMSE:  3.20180465424
AVG_MAE:  19.7846324952
AVG_MAE_PER_AREA:  1.5399846433
STD_MAE:  7.76089881366
CV_MAE:  0.604088299043



ITERATION 1038 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.54888263857
AVG_RMSE_PER_AREA:  1.39410145737
STD_RMSE:  0.184332629051
CV_RMSE:  0.165912110059
AVG_MAE:  1.23415297215
AVG_MAE_PER_AREA:  1.11082299862
STD_MAE:  0.136616012934
CV_MAE:  0.122963856646



ITERATION 1039 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.0225770337
AVG_RMSE_PER_AREA:  3.97146548526
STD_RMSE:  44.7123016754
CV_RMSE:  3.48028996562
AVG_MAE:  19.387544958
AVG_MAE_PER_AREA:  1.50907637601
STD_MAE:  8.80078823899
CV_MAE:  0.685030603437



ITERATION 1040 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.55677247679
AVG_RMSE_PER_AREA:  1.40120285723
STD_RMSE:  0.206307504706
CV_RMSE:  0.185691017392
AVG_MAE:  1.24312988964
AVG_MAE_PER_AREA:  1.11890284498
STD_MAE:  0.153213165418
CV_MAE:  0.137902441332



ITERATION 1041 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.129661081
AVG_RMSE_PER_AREA:  3.59061355739
STD_RMSE:  49.874680256
CV_RMSE:  3.8821161678
AVG_MAE:  19.0747850529
AVG_MAE_PER_AREA:  1.48473195359
STD_MAE:  13.4174119592
CV_MAE:  1.04437665824



ITERATION 1042 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.573186678
AVG_RMSE_PER_AREA:  1.41597677312
STD_RMSE:  0.260885139213
CV_RMSE:  0.234814661695
AVG_MAE:  1.25801590017
AVG_MAE_PER_AREA:  1.13230128361
STD_MAE:  0.191067717479
CV_MAE:  0.171974155278



ITERATION 1043 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.8778897214
AVG_RMSE_PER_AREA:  3.57101632568
STD_RMSE:  50.8743179501
CV_RMSE:  3.9599253815
AVG_MAE:  19.6240262502
AVG_MAE_PER_AREA:  1.52748346841
STD_MAE:  13.7919149143
CV_MAE:  1.07352700006



ITERATION 1044 OF 6498
HP:  4
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.57985827046
AVG_RMSE_PER_AREA:  1.42198166758
STD_RMSE:  0.307328822742
CV_RMSE:  0.276617187775
AVG_MAE:  1.27882042908
AVG_MAE_PER_AREA:  1.15102679796
STD_MAE:  0.225025756859
CV_MAE:  0.202538738423



ITERATION 1045 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  63.3091718825
AVG_RMSE_PER_AREA:  4.9278222632
STD_RMSE:  24.1583782137
CV_RMSE:  1.88042570238
AVG_MAE:  19.7895558599
AVG_MAE_PER_AREA:  1.54036786528
STD_MAE:  2.36590378537
CV_MAE:  0.184155833972



ITERATION 1046 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.5258149126
AVG_RMSE_PER_AREA:  1.3733389092
STD_RMSE:  0.0192174291267
CV_RMSE:  0.0172970148191
AVG_MAE:  1.2214376464
AVG_MAE_PER_AREA:  1.09937832636
STD_MAE:  0.010680181201
CV_MAE:  0.00961290145967



ITERATION 1047 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  66.9867951247
AVG_RMSE_PER_AREA:  5.21407894844
STD_RMSE:  24.3199677544
CV_RMSE:  1.89300341446
AVG_MAE:  20.9969256908
AVG_MAE_PER_AREA:  1.63434641145
STD_MAE:  2.87352853947
CV_MAE:  0.223668032446



ITERATION 1048 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.54856833281
AVG_RMSE_PER_AREA:  1.39381856045
STD_RMSE:  0.0517198864365
CV_RMSE:  0.0465514734689
AVG_MAE:  1.2328686029
AVG_MAE_PER_AREA:  1.1096669775
STD_MAE:  0.0588091777002
CV_MAE:  0.0529323257274



ITERATION 1049 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  63.6696634213
AVG_RMSE_PER_AREA:  4.95588199258
STD_RMSE:  33.5499228958
CV_RMSE:  2.61143926003
AVG_MAE:  21.236061181
AVG_MAE_PER_AREA:  1.65296009976
STD_MAE:  6.21876342224
CV_MAE:  0.484052467129



ITERATION 1050 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.56096137004
AVG_RMSE_PER_AREA:  1.40497315076
STD_RMSE:  0.0856874359473
CV_RMSE:  0.0771246163895
AVG_MAE:  1.22442550839
AVG_MAE_PER_AREA:  1.10206760872
STD_MAE:  0.0819537133733
CV_MAE:  0.0737640079404



ITERATION 1051 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  61.2461733077
AVG_RMSE_PER_AREA:  4.7672437877
STD_RMSE:  34.262531357
CV_RMSE:  2.66690686031
AVG_MAE:  20.7819883041
AVG_MAE_PER_AREA:  1.61761624095
STD_MAE:  7.19162820634
CV_MAE:  0.559777746731



ITERATION 1052 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.5492705828
AVG_RMSE_PER_AREA:  1.39445063399
STD_RMSE:  0.0866850667452
CV_RMSE:  0.0780225530792
AVG_MAE:  1.21309216378
AVG_MAE_PER_AREA:  1.09186681504
STD_MAE:  0.0633174906512
CV_MAE:  0.0569901190674



ITERATION 1053 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  62.3116628948
AVG_RMSE_PER_AREA:  4.8501787425
STD_RMSE:  36.2268734158
CV_RMSE:  2.81980616767
AVG_MAE:  20.8899068627
AVG_MAE_PER_AREA:  1.62601634255
STD_MAE:  6.89021254735
CV_MAE:  0.536316331099



ITERATION 1054 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.56116979581
AVG_RMSE_PER_AREA:  1.40516074836
STD_RMSE:  0.0877015946283
CV_RMSE:  0.0789374984521
AVG_MAE:  1.22023961806
AVG_MAE_PER_AREA:  1.09830001803
STD_MAE:  0.0623966278245
CV_MAE:  0.0561612788592



ITERATION 1055 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  57.6477217051
AVG_RMSE_PER_AREA:  4.4871496182
STD_RMSE:  40.398525164
CV_RMSE:  3.14451675458
AVG_MAE:  20.6218858801
AVG_MAE_PER_AREA:  1.60515428219
STD_MAE:  9.13454494738
CV_MAE:  0.711009362741



ITERATION 1056 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.52329870588
AVG_RMSE_PER_AREA:  1.37107414919
STD_RMSE:  0.178611569172
CV_RMSE:  0.160762760641
AVG_MAE:  1.18779696768
AVG_MAE_PER_AREA:  1.06909938975
STD_MAE:  0.111364361909
CV_MAE:  0.10023562494



ITERATION 1057 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  54.0243036614
AVG_RMSE_PER_AREA:  4.20511212546
STD_RMSE:  44.5611323219
CV_RMSE:  3.46852333397
AVG_MAE:  20.5377861345
AVG_MAE_PER_AREA:  1.59860817541
STD_MAE:  11.2632586307
CV_MAE:  0.876702932391



ITERATION 1058 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.54420799533
AVG_RMSE_PER_AREA:  1.38989395527
STD_RMSE:  0.190826788392
CV_RMSE:  0.171757302443
AVG_MAE:  1.22055447876
AVG_MAE_PER_AREA:  1.09858341443
STD_MAE:  0.135749649109
CV_MAE:  0.122184069307



ITERATION 1059 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  51.8294476151
AVG_RMSE_PER_AREA:  4.03427020529
STD_RMSE:  47.4006867427
CV_RMSE:  3.68954690886
AVG_MAE:  20.4516280284
AVG_MAE_PER_AREA:  1.59190185119
STD_MAE:  13.2709658906
CV_MAE:  1.03297767488



ITERATION 1060 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.50242429285
AVG_RMSE_PER_AREA:  1.3522857343
STD_RMSE:  0.216790483698
CV_RMSE:  0.19512642323
AVG_MAE:  1.1898600418
AVG_MAE_PER_AREA:  1.07095629909
STD_MAE:  0.181769054809
CV_MAE:  0.163604716008



ITERATION 1061 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.2612258495
AVG_RMSE_PER_AREA:  3.67869163348
STD_RMSE:  49.00056582
CV_RMSE:  3.81407735999
AVG_MAE:  19.6396620983
AVG_MAE_PER_AREA:  1.5287005224
STD_MAE:  13.2938003189
CV_MAE:  1.03475504774



ITERATION 1062 OF 6498
HP:  4
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.49978607868
AVG_RMSE_PER_AREA:  1.34991115915
STD_RMSE:  0.278232926048
CV_RMSE:  0.250428869194
AVG_MAE:  1.19344172053
AVG_MAE_PER_AREA:  1.07418005757
STD_MAE:  0.196059091322
CV_MAE:  0.176466736818



ITERATION 1063 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.7445709582
AVG_RMSE_PER_AREA:  4.72820035763
STD_RMSE:  27.9445428925
CV_RMSE:  2.17513097243
AVG_MAE:  19.0067542961
AVG_MAE_PER_AREA:  1.47943661536
STD_MAE:  4.08507457107
CV_MAE:  0.317971643279



ITERATION 1064 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.57438357562
AVG_RMSE_PER_AREA:  1.41705406373
STD_RMSE:  0.0137267155778
CV_RMSE:  0.0123549930223
AVG_MAE:  1.24063917486
AVG_MAE_PER_AREA:  1.11666102948
STD_MAE:  0.0144950143921
CV_MAE:  0.0130465150718



ITERATION 1065 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  68.5298960945
AVG_RMSE_PER_AREA:  5.33418993848
STD_RMSE:  21.785282622
CV_RMSE:  1.69571007679
AVG_MAE:  21.7105400952
AVG_MAE_PER_AREA:  1.68989231175
STD_MAE:  2.60808506352
CV_MAE:  0.203006598541



ITERATION 1066 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.56730410171
AVG_RMSE_PER_AREA:  1.41068204777
STD_RMSE:  0.119639024566
CV_RMSE:  0.107683393404
AVG_MAE:  1.23586374593
AVG_MAE_PER_AREA:  1.1123628133
STD_MAE:  0.115084562915
CV_MAE:  0.103584063043



ITERATION 1067 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  65.0909298166
AVG_RMSE_PER_AREA:  5.06650969432
STD_RMSE:  30.9773145893
CV_RMSE:  2.41119408054
AVG_MAE:  21.5764848998
AVG_MAE_PER_AREA:  1.67945780191
STD_MAE:  6.01505211297
CV_MAE:  0.468196105481



ITERATION 1068 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.56790710117
AVG_RMSE_PER_AREA:  1.41122478897
STD_RMSE:  0.0804509787617
CV_RMSE:  0.0724114428978
AVG_MAE:  1.22941406094
AVG_MAE_PER_AREA:  1.1065576509
STD_MAE:  0.0730238189215
CV_MAE:  0.0657264855618



ITERATION 1069 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  61.5499193709
AVG_RMSE_PER_AREA:  4.79088659597
STD_RMSE:  34.4225147743
CV_RMSE:  2.67935955591
AVG_MAE:  21.077545036
AVG_MAE_PER_AREA:  1.64062161284
STD_MAE:  6.53077847003
CV_MAE:  0.508338911783



ITERATION 1070 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.57778129934
AVG_RMSE_PER_AREA:  1.42011224998
STD_RMSE:  0.0958786950025
CV_RMSE:  0.0862974541161
AVG_MAE:  1.24237240929
AVG_MAE_PER_AREA:  1.1182210603
STD_MAE:  0.0725682369314
CV_MAE:  0.0653164302738



ITERATION 1071 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  61.0462164471
AVG_RMSE_PER_AREA:  4.75167966263
STD_RMSE:  37.9528003355
CV_RMSE:  2.95414785698
AVG_MAE:  20.9904141214
AVG_MAE_PER_AREA:  1.63383956772
STD_MAE:  7.89992584565
CV_MAE:  0.61490980378



ITERATION 1072 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.60241081482
AVG_RMSE_PER_AREA:  1.44228051668
STD_RMSE:  0.147233809084
CV_RMSE:  0.132520607247
AVG_MAE:  1.25487638082
AVG_MAE_PER_AREA:  1.12947549914
STD_MAE:  0.109450186664
CV_MAE:  0.0985127348823



ITERATION 1073 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  56.5835261647
AVG_RMSE_PER_AREA:  4.40431538865
STD_RMSE:  39.2994699035
CV_RMSE:  3.05896913454
AVG_MAE:  20.6603529981
AVG_MAE_PER_AREA:  1.6081484632
STD_MAE:  8.78694875053
CV_MAE:  0.683953373435



ITERATION 1074 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.56888060283
AVG_RMSE_PER_AREA:  1.41210100777
STD_RMSE:  0.213914091323
CV_RMSE:  0.192537471232
AVG_MAE:  1.24871278862
AVG_MAE_PER_AREA:  1.12392784004
STD_MAE:  0.172250258461
CV_MAE:  0.155037141209



ITERATION 1075 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  58.351374515
AVG_RMSE_PER_AREA:  4.54192013373
STD_RMSE:  41.1673777908
CV_RMSE:  3.20436225531
AVG_MAE:  22.2205845938
AVG_MAE_PER_AREA:  1.72959285688
STD_MAE:  10.2531582916
CV_MAE:  0.798079333451



ITERATION 1076 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.56023335874
AVG_RMSE_PER_AREA:  1.40431789025
STD_RMSE:  0.241936432898
CV_RMSE:  0.217759515986
AVG_MAE:  1.24297888739
AVG_MAE_PER_AREA:  1.11876693252
STD_MAE:  0.175201646683
CV_MAE:  0.157693594655



ITERATION 1077 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  50.9274106694
AVG_RMSE_PER_AREA:  3.96405798151
STD_RMSE:  45.7640356367
CV_RMSE:  3.56215421808
AVG_MAE:  20.3770650585
AVG_MAE_PER_AREA:  1.58609806238
STD_MAE:  11.1835774682
CV_MAE:  0.870500756701



ITERATION 1078 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.5514141074
AVG_RMSE_PER_AREA:  1.39637995433
STD_RMSE:  0.233197324491
CV_RMSE:  0.209893714237
AVG_MAE:  1.22369831498
AVG_MAE_PER_AREA:  1.10141308438
STD_MAE:  0.180654454715
CV_MAE:  0.162601498865



ITERATION 1079 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  51.6390232932
AVG_RMSE_PER_AREA:  4.01944806838
STD_RMSE:  47.1516898633
CV_RMSE:  3.6701656355
AVG_MAE:  21.2495755284
AVG_MAE_PER_AREA:  1.65401202162
STD_MAE:  12.388537465
CV_MAE:  0.964291727612



ITERATION 1080 OF 6498
HP:  4
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.56260445507
AVG_RMSE_PER_AREA:  1.40645204088
STD_RMSE:  0.308297831949
CV_RMSE:  0.277489363054
AVG_MAE:  1.2427704273
AVG_MAE_PER_AREA:  1.11857930403
STD_MAE:  0.221591566195
CV_MAE:  0.199447729401



ITERATION 1081 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  68.170613079
AVG_RMSE_PER_AREA:  5.30622427742
STD_RMSE:  25.4776160708
CV_RMSE:  1.98311176649
AVG_MAE:  20.7847534111
AVG_MAE_PER_AREA:  1.61783146973
STD_MAE:  2.44759098564
CV_MAE:  0.190514154452



ITERATION 1082 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.60211693807
AVG_RMSE_PER_AREA:  1.44201600729
STD_RMSE:  0.0119946467229
CV_RMSE:  0.0107960113055
AVG_MAE:  1.25114314536
AVG_MAE_PER_AREA:  1.12611532913
STD_MAE:  0.00784462084609
CV_MAE:  0.00706070110265



ITERATION 1083 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  73.8924079074
AVG_RMSE_PER_AREA:  5.75159399404
STD_RMSE:  28.780015812
CV_RMSE:  2.2401620245
AVG_MAE:  23.9820127894
AVG_MAE_PER_AREA:  1.86669787372
STD_MAE:  7.19163269485
CV_MAE:  0.559778096105



ITERATION 1084 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.6369002816
AVG_RMSE_PER_AREA:  1.47332342123
STD_RMSE:  0.104325540242
CV_RMSE:  0.0939001988078
AVG_MAE:  1.26867792061
AVG_MAE_PER_AREA:  1.14189783913
STD_MAE:  0.0882357166494
CV_MAE:  0.0794182451978



ITERATION 1085 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  63.0955668928
AVG_RMSE_PER_AREA:  4.91119580304
STD_RMSE:  34.0844143718
CV_RMSE:  2.65304269468
AVG_MAE:  20.266127823
AVG_MAE_PER_AREA:  1.57746299478
STD_MAE:  6.3489033098
CV_MAE:  0.494182219521



ITERATION 1086 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.62199128651
AVG_RMSE_PER_AREA:  1.45990429491
STD_RMSE:  0.0826741918428
CV_RMSE:  0.0744124883735
AVG_MAE:  1.25372163134
AVG_MAE_PER_AREA:  1.12843614478
STD_MAE:  0.0621759267661
CV_MAE:  0.0559626326484



ITERATION 1087 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.2774309287
AVG_RMSE_PER_AREA:  4.45832714149
STD_RMSE:  37.8971555542
CV_RMSE:  2.94981661106
AVG_MAE:  20.256592727
AVG_MAE_PER_AREA:  1.57672080756
STD_MAE:  5.58317536744
CV_MAE:  0.43457993616



ITERATION 1088 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.58523557852
AVG_RMSE_PER_AREA:  1.4268216166
STD_RMSE:  0.127553537437
CV_RMSE:  0.114807002161
AVG_MAE:  1.26103265362
AVG_MAE_PER_AREA:  1.13501657028
STD_MAE:  0.106451084052
CV_MAE:  0.0958133351875



ITERATION 1089 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  64.338030067
AVG_RMSE_PER_AREA:  5.00790592432
STD_RMSE:  37.0731305431
CV_RMSE:  2.88567663459
AVG_MAE:  22.2831686463
AVG_MAE_PER_AREA:  1.73446423772
STD_MAE:  7.49726478548
CV_MAE:  0.583567707875



ITERATION 1090 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.56282106042
AVG_RMSE_PER_AREA:  1.40664700067
STD_RMSE:  0.151711249706
CV_RMSE:  0.136550613357
AVG_MAE:  1.22429691467
AVG_MAE_PER_AREA:  1.10195186548
STD_MAE:  0.110195925567
CV_MAE:  0.0991839514522



ITERATION 1091 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.8875728897
AVG_RMSE_PER_AREA:  4.19446935569
STD_RMSE:  45.2337816067
CV_RMSE:  3.52088061527
AVG_MAE:  20.5016005803
AVG_MAE_PER_AREA:  1.59579158543
STD_MAE:  12.1631316741
CV_MAE:  0.946746723605



ITERATION 1092 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.59433719245
AVG_RMSE_PER_AREA:  1.43501369838
STD_RMSE:  0.218359005281
CV_RMSE:  0.196538201095
AVG_MAE:  1.25462534308
AVG_MAE_PER_AREA:  1.12924954782
STD_MAE:  0.160420448171
CV_MAE:  0.144389494089



ITERATION 1093 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.7926418648
AVG_RMSE_PER_AREA:  3.64221826757
STD_RMSE:  45.3623202557
CV_RMSE:  3.53088573139
AVG_MAE:  18.2849903361
AVG_MAE_PER_AREA:  1.42325637473
STD_MAE:  10.8254850367
CV_MAE:  0.842627767627



ITERATION 1094 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.55643895908
AVG_RMSE_PER_AREA:  1.40090266823
STD_RMSE:  0.208459210307
CV_RMSE:  0.187627701192
AVG_MAE:  1.23239756426
AVG_MAE_PER_AREA:  1.10924301016
STD_MAE:  0.16488351855
CV_MAE:  0.148406565986



ITERATION 1095 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  51.331905631
AVG_RMSE_PER_AREA:  3.99554282356
STD_RMSE:  50.420273679
CV_RMSE:  3.9245837493
AVG_MAE:  21.1591929476
AVG_MAE_PER_AREA:  1.6469768752
STD_MAE:  14.7893715448
CV_MAE:  1.1511664454



ITERATION 1096 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.57398902317
AVG_RMSE_PER_AREA:  1.41669893925
STD_RMSE:  0.228824230467
CV_RMSE:  0.20595762728
AVG_MAE:  1.26212298359
AVG_MAE_PER_AREA:  1.13599794264
STD_MAE:  0.166478561765
CV_MAE:  0.149842215154



ITERATION 1097 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  48.3036315066
AVG_RMSE_PER_AREA:  3.75982979486
STD_RMSE:  47.2418444329
CV_RMSE:  3.67718303413
AVG_MAE:  21.2589450507
AVG_MAE_PER_AREA:  1.65474132101
STD_MAE:  12.4501910824
CV_MAE:  0.969090685797



ITERATION 1098 OF 6498
HP:  4
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.56171714444
AVG_RMSE_PER_AREA:  1.40565339996
STD_RMSE:  0.261611983642
CV_RMSE:  0.235468871932
AVG_MAE:  1.26341453651
AVG_MAE_PER_AREA:  1.13716042955
STD_MAE:  0.177489202018
CV_MAE:  0.159752552607



ITERATION 1099 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  66.2988454035
AVG_RMSE_PER_AREA:  5.16053072073
STD_RMSE:  26.4575483871
CV_RMSE:  2.05938716452
AVG_MAE:  21.2529071168
AVG_MAE_PER_AREA:  1.65427134384
STD_MAE:  3.21559870185
CV_MAE:  0.250293889516



ITERATION 1100 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.52683583206
AVG_RMSE_PER_AREA:  1.3742578073
STD_RMSE:  0.0553259103232
CV_RMSE:  0.049797144271
AVG_MAE:  1.19000057891
AVG_MAE_PER_AREA:  1.07108279221
STD_MAE:  0.0427149989003
CV_MAE:  0.0384464521297



ITERATION 1101 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  63.8860595682
AVG_RMSE_PER_AREA:  4.97272570919
STD_RMSE:  28.0215150322
CV_RMSE:  2.18112228479
AVG_MAE:  20.0859643857
AVG_MAE_PER_AREA:  1.56343953861
STD_MAE:  3.71636441168
CV_MAE:  0.289272197716



ITERATION 1102 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.51540110447
AVG_RMSE_PER_AREA:  1.36396576191
STD_RMSE:  0.105554953789
CV_RMSE:  0.0950067559961
AVG_MAE:  1.19487352206
AVG_MAE_PER_AREA:  1.07546877794
STD_MAE:  0.0960650373805
CV_MAE:  0.0864651751392



ITERATION 1103 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  59.5405885248
AVG_RMSE_PER_AREA:  4.63448547772
STD_RMSE:  34.2136283509
CV_RMSE:  2.66310037675
AVG_MAE:  19.8778256069
AVG_MAE_PER_AREA:  1.54723855418
STD_MAE:  4.66302163705
CV_MAE:  0.362957548702



ITERATION 1104 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.52316275792
AVG_RMSE_PER_AREA:  1.37095178662
STD_RMSE:  0.109848823621
CV_RMSE:  0.0988715357035
AVG_MAE:  1.20472407501
AVG_MAE_PER_AREA:  1.08433495661
STD_MAE:  0.0829094466984
CV_MAE:  0.074624234008



ITERATION 1105 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.6989618355
AVG_RMSE_PER_AREA:  4.49113801747
STD_RMSE:  36.9475545429
CV_RMSE:  2.87590212339
AVG_MAE:  19.5837003428
AVG_MAE_PER_AREA:  1.52434460404
STD_MAE:  6.04017296627
CV_MAE:  0.470151447755



ITERATION 1106 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.51263623097
AVG_RMSE_PER_AREA:  1.36147718461
STD_RMSE:  0.10774976847
CV_RMSE:  0.0969822409484
AVG_MAE:  1.1815298609
AVG_MAE_PER_AREA:  1.06345856038
STD_MAE:  0.0940469229973
CV_MAE:  0.0846487326712



ITERATION 1107 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.5755776098
AVG_RMSE_PER_AREA:  4.32585927903
STD_RMSE:  40.136434952
CV_RMSE:  3.12411633008
AVG_MAE:  20.0196795814
AVG_MAE_PER_AREA:  1.55828010081
STD_MAE:  7.05612608352
CV_MAE:  0.549230611811



ITERATION 1108 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.53374783953
AVG_RMSE_PER_AREA:  1.38047909188
STD_RMSE:  0.143815103813
CV_RMSE:  0.129443536149
AVG_MAE:  1.21787620344
AVG_MAE_PER_AREA:  1.09617278148
STD_MAE:  0.0960223904573
CV_MAE:  0.0864267899599



ITERATION 1109 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.0751743846
AVG_RMSE_PER_AREA:  4.20907177104
STD_RMSE:  41.4805357903
CV_RMSE:  3.22873766436
AVG_MAE:  19.3790280464
AVG_MAE_PER_AREA:  1.50841344163
STD_MAE:  7.45940199087
CV_MAE:  0.580620565831



ITERATION 1110 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.54475581637
AVG_RMSE_PER_AREA:  1.39038703208
STD_RMSE:  0.114969453504
CV_RMSE:  0.103480456615
AVG_MAE:  1.209769328
AVG_MAE_PER_AREA:  1.08887603311
STD_MAE:  0.0859980342182
CV_MAE:  0.0774041763066



ITERATION 1111 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.8286810884
AVG_RMSE_PER_AREA:  3.95637312617
STD_RMSE:  45.4708980435
CV_RMSE:  3.53933714568
AVG_MAE:  19.6887962185
AVG_MAE_PER_AREA:  1.53252499529
STD_MAE:  10.0870369151
CV_MAE:  0.785148874984



ITERATION 1112 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.5417337504
AVG_RMSE_PER_AREA:  1.38766696377
STD_RMSE:  0.180845586045
CV_RMSE:  0.162773530276
AVG_MAE:  1.21832601476
AVG_MAE_PER_AREA:  1.09657764277
STD_MAE:  0.118544275052
CV_MAE:  0.106698043155



ITERATION 1113 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.8949894058
AVG_RMSE_PER_AREA:  3.80585956487
STD_RMSE:  47.6127913771
CV_RMSE:  3.70605658524
AVG_MAE:  19.5316659705
AVG_MAE_PER_AREA:  1.52029438302
STD_MAE:  11.4607508846
CV_MAE:  0.892075218846



ITERATION 1114 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.51379069855
AVG_RMSE_PER_AREA:  1.36251628525
STD_RMSE:  0.217462672395
CV_RMSE:  0.195731439528
AVG_MAE:  1.20271704892
AVG_MAE_PER_AREA:  1.08252849438
STD_MAE:  0.161038287625
CV_MAE:  0.144945592313



ITERATION 1115 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.4869919081
AVG_RMSE_PER_AREA:  3.61842726515
STD_RMSE:  49.5603424279
CV_RMSE:  3.85764892393
AVG_MAE:  19.5019094776
AVG_MAE_PER_AREA:  1.51797821454
STD_MAE:  12.8668948305
CV_MAE:  1.00152582823



ITERATION 1116 OF 6498
HP:  4
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.51013642908
AVG_RMSE_PER_AREA:  1.35922719009
STD_RMSE:  0.284393563995
CV_RMSE:  0.255973869264
AVG_MAE:  1.19968935469
AVG_MAE_PER_AREA:  1.07980336025
STD_MAE:  0.208046949924
CV_MAE:  0.187256638345



ITERATION 1117 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  83.350459866
AVG_RMSE_PER_AREA:  6.48778430616
STD_RMSE:  12.5329507626
CV_RMSE:  0.975532485344
AVG_MAE:  28.9502228122
AVG_MAE_PER_AREA:  2.25341049735
STD_MAE:  2.91388301136
CV_MAE:  0.226809120207



ITERATION 1118 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.54310612963
AVG_RMSE_PER_AREA:  1.38890219995
STD_RMSE:  0.0721234621454
CV_RMSE:  0.0649161022168
AVG_MAE:  1.23552366411
AVG_MAE_PER_AREA:  1.11205671614
STD_MAE:  0.0604376285591
CV_MAE:  0.0543980440841



ITERATION 1119 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  67.3575635287
AVG_RMSE_PER_AREA:  5.24293860244
STD_RMSE:  34.1863038274
CV_RMSE:  2.66097350649
AVG_MAE:  24.1699914582
AVG_MAE_PER_AREA:  1.8813296473
STD_MAE:  8.7972794006
CV_MAE:  0.684757484528



ITERATION 1120 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.60468208166
AVG_RMSE_PER_AREA:  1.44432481387
STD_RMSE:  0.048662420464
CV_RMSE:  0.0437995427145
AVG_MAE:  1.23769782833
AVG_MAE_PER_AREA:  1.11401361426
STD_MAE:  0.0673158000884
CV_MAE:  0.0605888739857



ITERATION 1121 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  60.8357348336
AVG_RMSE_PER_AREA:  4.735296318
STD_RMSE:  37.6018482693
CV_RMSE:  2.92683065548
AVG_MAE:  21.0331953774
AVG_MAE_PER_AREA:  1.63716955008
STD_MAE:  8.27311464522
CV_MAE:  0.643957855117



ITERATION 1122 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.58349321504
AVG_RMSE_PER_AREA:  1.425253369
STD_RMSE:  0.0993923920615
CV_RMSE:  0.0894600243902
AVG_MAE:  1.2386532677
AVG_MAE_PER_AREA:  1.11487357575
STD_MAE:  0.0766853320696
CV_MAE:  0.0690221005353



ITERATION 1123 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  63.1698699028
AVG_RMSE_PER_AREA:  4.91697935724
STD_RMSE:  38.1031650313
CV_RMSE:  2.96585185616
AVG_MAE:  23.3822070982
AVG_MAE_PER_AREA:  1.82001054942
STD_MAE:  10.3767137867
CV_MAE:  0.807696573759



ITERATION 1124 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.5531844682
AVG_RMSE_PER_AREA:  1.39797340144
STD_RMSE:  0.143429794825
CV_RMSE:  0.129096731422
AVG_MAE:  1.19026143413
AVG_MAE_PER_AREA:  1.07131757994
STD_MAE:  0.118139782592
CV_MAE:  0.106333971977



ITERATION 1125 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.0054302506
AVG_RMSE_PER_AREA:  4.20364306796
STD_RMSE:  40.7687228008
CV_RMSE:  3.17333198154
AVG_MAE:  19.5005312029
AVG_MAE_PER_AREA:  1.5178709332
STD_MAE:  7.79515885106
CV_MAE:  0.606755011781



ITERATION 1126 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.56473049467
AVG_RMSE_PER_AREA:  1.4083656235
STD_RMSE:  0.120131984198
CV_RMSE:  0.108127091153
AVG_MAE:  1.2325335808
AVG_MAE_PER_AREA:  1.10936543445
STD_MAE:  0.0910256398573
CV_MAE:  0.0819293689674



ITERATION 1127 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.8958903841
AVG_RMSE_PER_AREA:  4.03944193865
STD_RMSE:  43.4016297723
CV_RMSE:  3.37827065323
AVG_MAE:  18.0308897485
AVG_MAE_PER_AREA:  1.40347784193
STD_MAE:  8.38410699597
CV_MAE:  0.652597212746



ITERATION 1128 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.50695276645
AVG_RMSE_PER_AREA:  1.35636167362
STD_RMSE:  0.162588511081
CV_RMSE:  0.146340900598
AVG_MAE:  1.16124104254
AVG_MAE_PER_AREA:  1.04519722117
STD_MAE:  0.102794188831
CV_MAE:  0.0925218766677



ITERATION 1129 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  53.7863523275
AVG_RMSE_PER_AREA:  4.18659060882
STD_RMSE:  43.2179079607
CV_RMSE:  3.3639702224
AVG_MAE:  20.8908761905
AVG_MAE_PER_AREA:  1.62609179252
STD_MAE:  11.2532422401
CV_MAE:  0.875923282437



ITERATION 1130 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.49263261198
AVG_RMSE_PER_AREA:  1.34347254456
STD_RMSE:  0.190594252838
CV_RMSE:  0.171548004368
AVG_MAE:  1.18947343003
AVG_MAE_PER_AREA:  1.07060832177
STD_MAE:  0.137901016744
CV_MAE:  0.124120448914



ITERATION 1131 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  54.5140190325
AVG_RMSE_PER_AREA:  4.24323030387
STD_RMSE:  47.7323484999
CV_RMSE:  3.71536260258
AVG_MAE:  23.1281883528
AVG_MAE_PER_AREA:  1.80023838701
STD_MAE:  14.1899494854
CV_MAE:  1.10450898201



ITERATION 1132 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.52753490605
AVG_RMSE_PER_AREA:  1.37488702222
STD_RMSE:  0.261011530024
CV_RMSE:  0.234928422164
AVG_MAE:  1.20416880848
AVG_MAE_PER_AREA:  1.08383517835
STD_MAE:  0.205897916214
CV_MAE:  0.185322359431



ITERATION 1133 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.084571175
AVG_RMSE_PER_AREA:  3.35359163172
STD_RMSE:  49.8274810843
CV_RMSE:  3.87844230631
AVG_MAE:  17.3556504554
AVG_MAE_PER_AREA:  1.35091896108
STD_MAE:  12.1160484002
CV_MAE:  0.94308188329



ITERATION 1134 OF 6498
HP:  4
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.51978480102
AVG_RMSE_PER_AREA:  1.36791139188
STD_RMSE:  0.283073782313
CV_RMSE:  0.254785974507
AVG_MAE:  1.18896057011
AVG_MAE_PER_AREA:  1.07014671239
STD_MAE:  0.206706092445
CV_MAE:  0.186049773914



ITERATION 1135 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.7011943531
AVG_RMSE_PER_AREA:  4.33563696156
STD_RMSE:  33.7334508411
CV_RMSE:  2.62572460081
AVG_MAE:  15.8532841836
AVG_MAE_PER_AREA:  1.23397865462
STD_MAE:  4.17182801948
CV_MAE:  0.324724307416



ITERATION 1136 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.51658595313
AVG_RMSE_PER_AREA:  1.36503220763
STD_RMSE:  0.039746371278
CV_RMSE:  0.0357744820323
AVG_MAE:  1.16725860269
AVG_MAE_PER_AREA:  1.05061344134
STD_MAE:  0.0122294964234
CV_MAE:  0.0110073922725



ITERATION 1137 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  68.5484016012
AVG_RMSE_PER_AREA:  5.33563035928
STD_RMSE:  30.1752384292
CV_RMSE:  2.34876254588
AVG_MAE:  19.7599058066
AVG_MAE_PER_AREA:  1.53805998178
STD_MAE:  7.82255135378
CV_MAE:  0.608887173373



ITERATION 1138 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.58713441136
AVG_RMSE_PER_AREA:  1.42853069743
STD_RMSE:  0.091169342425
CV_RMSE:  0.0820587112133
AVG_MAE:  1.18072715303
AVG_MAE_PER_AREA:  1.0627360678
STD_MAE:  0.0750852005488
CV_MAE:  0.0675818715409



ITERATION 1139 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.5358185283
AVG_RMSE_PER_AREA:  4.0114148763
STD_RMSE:  39.3566008569
CV_RMSE:  3.06341606026
AVG_MAE:  15.3340321045
AVG_MAE_PER_AREA:  1.19356141523
STD_MAE:  6.59238443274
CV_MAE:  0.513134160647



ITERATION 1140 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.53642120484
AVG_RMSE_PER_AREA:  1.38288530548
STD_RMSE:  0.0950656392566
CV_RMSE:  0.0855656477339
AVG_MAE:  1.16589255485
AVG_MAE_PER_AREA:  1.04938390384
STD_MAE:  0.0457649957061
CV_MAE:  0.0411916601177



ITERATION 1141 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.4545474131
AVG_RMSE_PER_AREA:  3.92725152816
STD_RMSE:  39.799760086
CV_RMSE:  3.09791042893
AVG_MAE:  14.2312158029
AVG_MAE_PER_AREA:  1.10772104548
STD_MAE:  5.72204148846
CV_MAE:  0.445388916003



ITERATION 1142 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.53560317448
AVG_RMSE_PER_AREA:  1.3821490216
STD_RMSE:  0.123938806683
CV_RMSE:  0.111553494576
AVG_MAE:  1.14472348237
AVG_MAE_PER_AREA:  1.03033027508
STD_MAE:  0.109861455488
CV_MAE:  0.0988829052568



ITERATION 1143 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.7516971701
AVG_RMSE_PER_AREA:  4.18389314096
STD_RMSE:  43.4086831327
CV_RMSE:  3.37881966857
AVG_MAE:  16.9678273944
AVG_MAE_PER_AREA:  1.32073181667
STD_MAE:  9.54117065309
CV_MAE:  0.742660056405



ITERATION 1144 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.55465398434
AVG_RMSE_PER_AREA:  1.39929606756
STD_RMSE:  0.194628972709
CV_RMSE:  0.175179531194
AVG_MAE:  1.18321677473
AVG_MAE_PER_AREA:  1.06497689944
STD_MAE:  0.136767114146
CV_MAE:  0.123099858184



ITERATION 1145 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  58.0305243649
AVG_RMSE_PER_AREA:  4.51694598756
STD_RMSE:  43.928473387
CV_RMSE:  3.41927879812
AVG_MAE:  18.9114313346
AVG_MAE_PER_AREA:  1.47201692249
STD_MAE:  10.8766285012
CV_MAE:  0.846608642683



ITERATION 1146 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.53112225298
AVG_RMSE_PER_AREA:  1.37811588246
STD_RMSE:  0.127840724604
CV_RMSE:  0.115065490466
AVG_MAE:  1.14586072756
AVG_MAE_PER_AREA:  1.03135387437
STD_MAE:  0.118127888286
CV_MAE:  0.106323266279



ITERATION 1147 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  53.0780867186
AVG_RMSE_PER_AREA:  4.13146104493
STD_RMSE:  48.1962437251
CV_RMSE:  3.75147100758
AVG_MAE:  18.8573960784
AVG_MAE_PER_AREA:  1.46781095784
STD_MAE:  13.1416489241
CV_MAE:  1.02291197654



ITERATION 1148 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.53321663451
AVG_RMSE_PER_AREA:  1.38000097063
STD_RMSE:  0.181651203394
CV_RMSE:  0.163498641587
AVG_MAE:  1.16829720706
AVG_MAE_PER_AREA:  1.05154825707
STD_MAE:  0.142723249423
CV_MAE:  0.128460791713



ITERATION 1149 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.6528611005
AVG_RMSE_PER_AREA:  3.78701292356
STD_RMSE:  51.4831246181
CV_RMSE:  4.00731331856
AVG_MAE:  17.6177910053
AVG_MAE_PER_AREA:  1.37132330376
STD_MAE:  12.9019561939
CV_MAE:  1.0042549141



ITERATION 1150 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.52230323501
AVG_RMSE_PER_AREA:  1.37017815658
STD_RMSE:  0.25066334783
CV_RMSE:  0.225614342763
AVG_MAE:  1.15521296297
AVG_MAE_PER_AREA:  1.03977153281
STD_MAE:  0.186157864764
CV_MAE:  0.16755494839



ITERATION 1151 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.6413706216
AVG_RMSE_PER_AREA:  3.70828111974
STD_RMSE:  55.1244678475
CV_RMSE:  4.29074606141
AVG_MAE:  18.5564656728
AVG_MAE_PER_AREA:  1.44438731308
STD_MAE:  16.5106032314
CV_MAE:  1.2851426699



ITERATION 1152 OF 6498
HP:  4
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.52733430266
AVG_RMSE_PER_AREA:  1.37470646529
STD_RMSE:  0.312659374317
CV_RMSE:  0.281415052723
AVG_MAE:  1.16727082198
AVG_MAE_PER_AREA:  1.05062443954
STD_MAE:  0.242943409051
CV_MAE:  0.218665864141



ITERATION 1153 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.6363177266
AVG_RMSE_PER_AREA:  4.25274971803
STD_RMSE:  34.5518738754
CV_RMSE:  2.6894285339
AVG_MAE:  12.9447412287
AVG_MAE_PER_AREA:  1.0075851906
STD_MAE:  4.12753391604
CV_MAE:  0.321276568919



ITERATION 1154 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.62635463064
AVG_RMSE_PER_AREA:  1.46383160629
STD_RMSE:  0.162656894638
CV_RMSE:  0.146402450527
AVG_MAE:  1.09962908953
AVG_MAE_PER_AREA:  0.989742203896
STD_MAE:  0.0331863865206
CV_MAE:  0.0298700422234



ITERATION 1155 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.8746827474
AVG_RMSE_PER_AREA:  4.27130343499
STD_RMSE:  34.2747019103
CV_RMSE:  2.66785418472
AVG_MAE:  12.8230778099
AVG_MAE_PER_AREA:  0.998115224627
STD_MAE:  4.14869134626
CV_MAE:  0.322923408589



ITERATION 1156 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.71426262534
AVG_RMSE_PER_AREA:  1.54295487908
STD_RMSE:  0.0833651978314
CV_RMSE:  0.0750344415363
AVG_MAE:  1.10330291617
AVG_MAE_PER_AREA:  0.993048901868
STD_MAE:  0.0837364846198
CV_MAE:  0.0753686253149



ITERATION 1157 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.3155663183
AVG_RMSE_PER_AREA:  3.9942710137
STD_RMSE:  39.5057683724
CV_RMSE:  3.07502687401
AVG_MAE:  12.970436743
AVG_MAE_PER_AREA:  1.009585263
STD_MAE:  5.96188687032
CV_MAE:  0.464057860443



ITERATION 1158 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.69370988679
AVG_RMSE_PER_AREA:  1.52445599346
STD_RMSE:  0.185555252322
CV_RMSE:  0.16701255553
AVG_MAE:  1.11466573047
AVG_MAE_PER_AREA:  1.00327622031
STD_MAE:  0.11496596737
CV_MAE:  0.103477318853



ITERATION 1159 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.7412023608
AVG_RMSE_PER_AREA:  3.94956400818
STD_RMSE:  39.7900339275
CV_RMSE:  3.09715336989
AVG_MAE:  12.8036978221
AVG_MAE_PER_AREA:  0.996606736482
STD_MAE:  5.78855514643
CV_MAE:  0.450566167178



ITERATION 1160 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.64250029447
AVG_RMSE_PER_AREA:  1.47836381997
STD_RMSE:  0.147018644673
CV_RMSE:  0.132326944401
AVG_MAE:  1.08696439728
AVG_MAE_PER_AREA:  0.978343105295
STD_MAE:  0.136251706839
CV_MAE:  0.122635955974



ITERATION 1161 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.6325626654
AVG_RMSE_PER_AREA:  3.7075955312
STD_RMSE:  43.6055558356
CV_RMSE:  3.39414373077
AVG_MAE:  12.7898354072
AVG_MAE_PER_AREA:  0.995527721945
STD_MAE:  7.9563103098
CV_MAE:  0.619298624697



ITERATION 1162 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.59956322582
AVG_RMSE_PER_AREA:  1.43971748972
STD_RMSE:  0.204629500837
CV_RMSE:  0.1841806979
AVG_MAE:  1.07964330361
AVG_MAE_PER_AREA:  0.971753614844
STD_MAE:  0.180023086747
CV_MAE:  0.162033224045



ITERATION 1163 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.0088212959
AVG_RMSE_PER_AREA:  3.65904511559
STD_RMSE:  44.4750116375
CV_RMSE:  3.46181992255
AVG_MAE:  12.9724419729
AVG_MAE_PER_AREA:  1.00974134492
STD_MAE:  7.71864170519
CV_MAE:  0.600799114969



ITERATION 1164 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.5917517199
AVG_RMSE_PER_AREA:  1.43268659434
STD_RMSE:  0.235325020706
CV_RMSE:  0.211808787929
AVG_MAE:  1.11451144615
AVG_MAE_PER_AREA:  1.00313735375
STD_MAE:  0.122491957604
CV_MAE:  0.110251230376



ITERATION 1165 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.7496255731
AVG_RMSE_PER_AREA:  3.40535774667
STD_RMSE:  47.180957016
CV_RMSE:  3.67244371501
AVG_MAE:  12.8485669468
AVG_MAE_PER_AREA:  1.00009923314
STD_MAE:  8.94238733787
CV_MAE:  0.696052311211



ITERATION 1166 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.63048207126
AVG_RMSE_PER_AREA:  1.4675465882
STD_RMSE:  0.213416041464
CV_RMSE:  0.192089191925
AVG_MAE:  1.09431144512
AVG_MAE_PER_AREA:  0.984955956291
STD_MAE:  0.143694647221
CV_MAE:  0.129335116889



ITERATION 1167 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.1593351743
AVG_RMSE_PER_AREA:  3.20373623883
STD_RMSE:  49.8446088181
CV_RMSE:  3.87977548482
AVG_MAE:  12.9408712754
AVG_MAE_PER_AREA:  1.00728396344
STD_MAE:  11.072062374
CV_MAE:  0.861820710077



ITERATION 1168 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.62859598463
AVG_RMSE_PER_AREA:  1.46584897984
STD_RMSE:  0.330691891676
CV_RMSE:  0.297645565032
AVG_MAE:  1.10876725914
AVG_MAE_PER_AREA:  0.997967188319
STD_MAE:  0.241043663869
CV_MAE:  0.216955962137



ITERATION 1169 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  37.7718743517
AVG_RMSE_PER_AREA:  2.94006504615
STD_RMSE:  51.7990494223
CV_RMSE:  4.03190408855
AVG_MAE:  12.8714618062
AVG_MAE_PER_AREA:  1.0018813098
STD_MAE:  12.5163714744
CV_MAE:  0.97424199641



ITERATION 1170 OF 6498
HP:  4
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.54767083685
AVG_RMSE_PER_AREA:  1.39301075204
STD_RMSE:  0.378625678656
CV_RMSE:  0.340789287236
AVG_MAE:  1.09273607376
AVG_MAE_PER_AREA:  0.983538013148
STD_MAE:  0.229125628921
CV_MAE:  0.206228906726



ITERATION 1171 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  62.1672302703
AVG_RMSE_PER_AREA:  4.83893648042
STD_RMSE:  25.8665025332
CV_RMSE:  2.01338168331
AVG_MAE:  19.8541418817
AVG_MAE_PER_AREA:  1.54539507424
STD_MAE:  3.97881651403
CV_MAE:  0.309700790833



ITERATION 1172 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.53860020013
AVG_RMSE_PER_AREA:  1.38484655189
STD_RMSE:  0.0280527235831
CV_RMSE:  0.0252493906616
AVG_MAE:  1.20369646096
AVG_MAE_PER_AREA:  1.08341003292
STD_MAE:  0.0492347869457
CV_MAE:  0.0443147121188



ITERATION 1173 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  66.6765271329
AVG_RMSE_PER_AREA:  5.18992849011
STD_RMSE:  26.5089260725
CV_RMSE:  2.06338627073
AVG_MAE:  21.7295416822
AVG_MAE_PER_AREA:  1.69137134615
STD_MAE:  4.90360308481
CV_MAE:  0.381683786609



ITERATION 1174 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.5688857485
AVG_RMSE_PER_AREA:  1.41210563923
STD_RMSE:  0.0799462804178
CV_RMSE:  0.0719571794957
AVG_MAE:  1.22133258665
AVG_MAE_PER_AREA:  1.09928376533
STD_MAE:  0.0701471991176
CV_MAE:  0.0631373288619



ITERATION 1175 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  63.9535038453
AVG_RMSE_PER_AREA:  4.97797539736
STD_RMSE:  32.8470416681
CV_RMSE:  2.55672880247
AVG_MAE:  21.7224501507
AVG_MAE_PER_AREA:  1.69081935968
STD_MAE:  6.50879780514
CV_MAE:  0.506627993655



ITERATION 1176 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.55338160557
AVG_RMSE_PER_AREA:  1.3981508387
STD_RMSE:  0.0995698315587
CV_RMSE:  0.089619732205
AVG_MAE:  1.20271918952
AVG_MAE_PER_AREA:  1.08253042107
STD_MAE:  0.083812906476
CV_MAE:  0.0754374102689



ITERATION 1177 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  60.5425760077
AVG_RMSE_PER_AREA:  4.71247759291
STD_RMSE:  34.8619135238
CV_RMSE:  2.71356121857
AVG_MAE:  21.0609400417
AVG_MAE_PER_AREA:  1.63932912302
STD_MAE:  7.36625102032
CV_MAE:  0.573369935111



ITERATION 1178 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.56245694994
AVG_RMSE_PER_AREA:  1.40631927607
STD_RMSE:  0.10355407384
CV_RMSE:  0.0932058257105
AVG_MAE:  1.2096062328
AVG_MAE_PER_AREA:  1.08872923615
STD_MAE:  0.0800048383243
CV_MAE:  0.07200988566



ITERATION 1179 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  62.4514313173
AVG_RMSE_PER_AREA:  4.86105795516
STD_RMSE:  35.0148813924
CV_RMSE:  2.72546784199
AVG_MAE:  21.3649490008
AVG_MAE_PER_AREA:  1.66299239442
STD_MAE:  6.50557591635
CV_MAE:  0.506377210161



ITERATION 1180 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.55535956202
AVG_RMSE_PER_AREA:  1.39993113625
STD_RMSE:  0.10577938513
CV_RMSE:  0.0952087597191
AVG_MAE:  1.20024823584
AVG_MAE_PER_AREA:  1.08030639193
STD_MAE:  0.0835336952014
CV_MAE:  0.0751861008184



ITERATION 1181 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  56.9849153177
AVG_RMSE_PER_AREA:  4.43555848258
STD_RMSE:  40.512528207
CV_RMSE:  3.15339045671
AVG_MAE:  20.8993665377
AVG_MAE_PER_AREA:  1.62675265919
STD_MAE:  10.0078099068
CV_MAE:  0.778982049493



ITERATION 1182 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.5514100483
AVG_RMSE_PER_AREA:  1.39637630085
STD_RMSE:  0.149229398331
CV_RMSE:  0.134316775535
AVG_MAE:  1.20527236999
AVG_MAE_PER_AREA:  1.08482846001
STD_MAE:  0.11658860844
CV_MAE:  0.104937807998



ITERATION 1183 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  53.4865838359
AVG_RMSE_PER_AREA:  4.16325740444
STD_RMSE:  44.6883867711
CV_RMSE:  3.4784284913
AVG_MAE:  20.9456295518
AVG_MAE_PER_AREA:  1.63035365261
STD_MAE:  12.4038984694
CV_MAE:  0.965487388486



ITERATION 1184 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.55704657185
AVG_RMSE_PER_AREA:  1.40144956173
STD_RMSE:  0.206388008563
CV_RMSE:  0.185763476428
AVG_MAE:  1.20946482633
AVG_MAE_PER_AREA:  1.08860196056
STD_MAE:  0.151850949075
CV_MAE:  0.136676352447



ITERATION 1185 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  51.0158570175
AVG_RMSE_PER_AREA:  3.97094241658
STD_RMSE:  47.7118638264
CV_RMSE:  3.71376812855
AVG_MAE:  20.93740967
AVG_MAE_PER_AREA:  1.62971383826
STD_MAE:  14.0117810539
CV_MAE:  1.09064081193



ITERATION 1186 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.52783042158
AVG_RMSE_PER_AREA:  1.37515300662
STD_RMSE:  0.234950775926
CV_RMSE:  0.211471941754
AVG_MAE:  1.19012580116
AVG_MAE_PER_AREA:  1.07119550089
STD_MAE:  0.189145964705
CV_MAE:  0.17024444492



ITERATION 1187 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  50.0522395066
AVG_RMSE_PER_AREA:  3.89593692082
STD_RMSE:  48.1108653408
CV_RMSE:  3.74482537488
AVG_MAE:  20.7855479893
AVG_MAE_PER_AREA:  1.61789331765
STD_MAE:  13.1441513664
CV_MAE:  1.02310676017



ITERATION 1188 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.53102317779
AVG_RMSE_PER_AREA:  1.37802670794
STD_RMSE:  0.26380148197
CV_RMSE:  0.2374395718
AVG_MAE:  1.19927976829
AVG_MAE_PER_AREA:  1.07943470417
STD_MAE:  0.184031683163
CV_MAE:  0.165641237954



ITERATION 1189 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  67.1954477583
AVG_RMSE_PER_AREA:  5.23031993
STD_RMSE:  25.7132896253
CV_RMSE:  2.00145598667
AVG_MAE:  20.6402013039
AVG_MAE_PER_AREA:  1.60657990743
STD_MAE:  1.53749489571
CV_MAE:  0.119674627725



ITERATION 1190 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49775938809
AVG_RMSE_PER_AREA:  1.34808699751
STD_RMSE:  0.0715476572114
CV_RMSE:  0.0643978379677
AVG_MAE:  1.16636930236
AVG_MAE_PER_AREA:  1.04981300956
STD_MAE:  0.0326440892206
CV_MAE:  0.0293819371614



ITERATION 1191 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  65.0161237693
AVG_RMSE_PER_AREA:  5.060686985
STD_RMSE:  27.620390988
CV_RMSE:  2.14989982623
AVG_MAE:  21.6622325429
AVG_MAE_PER_AREA:  1.68613217677
STD_MAE:  4.93341198389
CV_MAE:  0.384004034247



ITERATION 1192 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.52899486506
AVG_RMSE_PER_AREA:  1.37620108626
STD_RMSE:  0.140916019863
CV_RMSE:  0.126834160165
AVG_MAE:  1.206171632
AVG_MAE_PER_AREA:  1.08563785799
STD_MAE:  0.118084251218
CV_MAE:  0.106283989901



ITERATION 1193 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  64.4088430636
AVG_RMSE_PER_AREA:  5.0134178249
STD_RMSE:  35.4660668526
CV_RMSE:  2.76058695174
AVG_MAE:  21.6248218252
AVG_MAE_PER_AREA:  1.68322022322
STD_MAE:  5.90134194742
CV_MAE:  0.459345200174



ITERATION 1194 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.51402414324
AVG_RMSE_PER_AREA:  1.36272640162
STD_RMSE:  0.142883028293
CV_RMSE:  0.128604603742
AVG_MAE:  1.19584300113
AVG_MAE_PER_AREA:  1.07634137612
STD_MAE:  0.111900006589
CV_MAE:  0.100717742184



ITERATION 1195 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  64.5605164261
AVG_RMSE_PER_AREA:  5.02522368731
STD_RMSE:  37.3755747667
CV_RMSE:  2.90921811103
AVG_MAE:  21.4682976238
AVG_MAE_PER_AREA:  1.67103678405
STD_MAE:  6.91962362974
CV_MAE:  0.538605613715



ITERATION 1196 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.52050631289
AVG_RMSE_PER_AREA:  1.36856080245
STD_RMSE:  0.171160925071
CV_RMSE:  0.154056665846
AVG_MAE:  1.19028772376
AVG_MAE_PER_AREA:  1.07134124242
STD_MAE:  0.11548314267
CV_MAE:  0.103942812379



ITERATION 1197 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  64.1610985534
AVG_RMSE_PER_AREA:  4.99413403273
STD_RMSE:  41.3509290206
CV_RMSE:  3.21864940849
AVG_MAE:  22.2974309012
AVG_MAE_PER_AREA:  1.73557437477
STD_MAE:  9.21449697081
CV_MAE:  0.717232621541



ITERATION 1198 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.51268844656
AVG_RMSE_PER_AREA:  1.36152418226
STD_RMSE:  0.192844083082
CV_RMSE:  0.173573007131
AVG_MAE:  1.19186045313
AVG_MAE_PER_AREA:  1.07275680759
STD_MAE:  0.144652998221
CV_MAE:  0.130197699045



ITERATION 1199 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  60.6783509071
AVG_RMSE_PER_AREA:  4.72304596005
STD_RMSE:  40.6623355118
CV_RMSE:  3.16505107001
AVG_MAE:  21.1123742747
AVG_MAE_PER_AREA:  1.64333263074
STD_MAE:  9.11105547645
CV_MAE:  0.709181003053



ITERATION 1200 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.51721829965
AVG_RMSE_PER_AREA:  1.36560136321
STD_RMSE:  0.160680750288
CV_RMSE:  0.144623783991
AVG_MAE:  1.1999390841
AVG_MAE_PER_AREA:  1.08002813399
STD_MAE:  0.117388438306
CV_MAE:  0.105657710175



ITERATION 1201 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  56.9561523335
AVG_RMSE_PER_AREA:  4.43331964626
STD_RMSE:  45.8945503524
CV_RMSE:  3.57231314612
AVG_MAE:  21.3393394958
AVG_MAE_PER_AREA:  1.66099901677
STD_MAE:  10.95180128
CV_MAE:  0.852459897439



ITERATION 1202 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.50927248166
AVG_RMSE_PER_AREA:  1.35844957768
STD_RMSE:  0.199766081974
CV_RMSE:  0.179803284689
AVG_MAE:  1.19169785116
AVG_MAE_PER_AREA:  1.07261045458
STD_MAE:  0.137649231793
CV_MAE:  0.123893825052



ITERATION 1203 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  57.4479160072
AVG_RMSE_PER_AREA:  4.47159725924
STD_RMSE:  46.009514409
CV_RMSE:  3.58126165107
AVG_MAE:  21.0275459482
AVG_MAE_PER_AREA:  1.63672981312
STD_MAE:  10.1822200458
CV_MAE:  0.792557683798



ITERATION 1204 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.49945936808
AVG_RMSE_PER_AREA:  1.34961709703
STD_RMSE:  0.229104488058
CV_RMSE:  0.206209878487
AVG_MAE:  1.18492186438
AVG_MAE_PER_AREA:  1.06651159802
STD_MAE:  0.163697101471
CV_MAE:  0.147338708592



ITERATION 1205 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  51.938490288
AVG_RMSE_PER_AREA:  4.04275780503
STD_RMSE:  50.5216904379
CV_RMSE:  3.93247776761
AVG_MAE:  20.9610837343
AVG_MAE_PER_AREA:  1.63155656622
STD_MAE:  14.2494299567
CV_MAE:  1.10913878812



ITERATION 1206 OF 6498
HP:  4
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.49962885175
AVG_RMSE_PER_AREA:  1.34976964404
STD_RMSE:  0.238564905562
CV_RMSE:  0.214724908291
AVG_MAE:  1.18836309824
AVG_MAE_PER_AREA:  1.0696089464
STD_MAE:  0.150485537851
CV_MAE:  0.135447387947



ITERATION 1207 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  63.0997113769
AVG_RMSE_PER_AREA:  4.91151839897
STD_RMSE:  25.2277043744
CV_RMSE:  1.96365928615
AVG_MAE:  20.4443692589
AVG_MAE_PER_AREA:  1.59133684733
STD_MAE:  3.68665747335
CV_MAE:  0.286959886439



ITERATION 1208 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.54012892236
AVG_RMSE_PER_AREA:  1.38622250759
STD_RMSE:  0.0256492213523
CV_RMSE:  0.0230860724867
AVG_MAE:  1.21247134528
AVG_MAE_PER_AREA:  1.09130803547
STD_MAE:  0.0539646127033
CV_MAE:  0.0485718822991



ITERATION 1209 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  65.8850258447
AVG_RMSE_PER_AREA:  5.12832007614
STD_RMSE:  26.0440124306
CV_RMSE:  2.02719859481
AVG_MAE:  20.7658542756
AVG_MAE_PER_AREA:  1.61636040988
STD_MAE:  3.96521072516
CV_MAE:  0.308641751403



ITERATION 1210 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.5662498072
AVG_RMSE_PER_AREA:  1.40973310982
STD_RMSE:  0.0799794906718
CV_RMSE:  0.0719870710204
AVG_MAE:  1.21643701987
AVG_MAE_PER_AREA:  1.09487741677
STD_MAE:  0.0668145807796
CV_MAE:  0.0601377419558



ITERATION 1211 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  63.2407893456
AVG_RMSE_PER_AREA:  4.92249954332
STD_RMSE:  32.6591615776
CV_RMSE:  2.54210470196
AVG_MAE:  21.5459987042
AVG_MAE_PER_AREA:  1.67708483526
STD_MAE:  6.66408089488
CV_MAE:  0.5187148279



ITERATION 1212 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.54838565587
AVG_RMSE_PER_AREA:  1.39365413857
STD_RMSE:  0.08520250978
CV_RMSE:  0.0766881493133
AVG_MAE:  1.21127642995
AVG_MAE_PER_AREA:  1.09023252906
STD_MAE:  0.0548371221926
CV_MAE:  0.0493572011609



ITERATION 1213 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  61.0972837766
AVG_RMSE_PER_AREA:  4.75565461153
STD_RMSE:  34.831302409
CV_RMSE:  2.71117852853
AVG_MAE:  21.5253362573
AVG_MAE_PER_AREA:  1.67547652382
STD_MAE:  7.57757572665
CV_MAE:  0.589818903905



ITERATION 1214 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.5672457223
AVG_RMSE_PER_AREA:  1.41062950226
STD_RMSE:  0.124059895781
CV_RMSE:  0.111662483136
AVG_MAE:  1.22067324356
AVG_MAE_PER_AREA:  1.09869031096
STD_MAE:  0.0929769345607
CV_MAE:  0.0836856691041



ITERATION 1215 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  61.2994931882
AVG_RMSE_PER_AREA:  4.77139406935
STD_RMSE:  35.8446668081
CV_RMSE:  2.79005619346
AVG_MAE:  20.945228224
AVG_MAE_PER_AREA:  1.63032241428
STD_MAE:  6.70476766516
CV_MAE:  0.521881780909



ITERATION 1216 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.57398291711
AVG_RMSE_PER_AREA:  1.41669344337
STD_RMSE:  0.0992702459485
CV_RMSE:  0.0893500844438
AVG_MAE:  1.22211071516
AVG_MAE_PER_AREA:  1.09998413478
STD_MAE:  0.0797093308755
CV_MAE:  0.071743908526



ITERATION 1217 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  57.8053699571
AVG_RMSE_PER_AREA:  4.49942055055
STD_RMSE:  40.3971086106
CV_RMSE:  3.14440649373
AVG_MAE:  21.4948307544
AVG_MAE_PER_AREA:  1.67310205434
STD_MAE:  9.98312167935
CV_MAE:  0.777060381693



ITERATION 1218 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.57904209875
AVG_RMSE_PER_AREA:  1.42124705662
STD_RMSE:  0.1415685223
CV_RMSE:  0.12742145747
AVG_MAE:  1.23522532364
AVG_MAE_PER_AREA:  1.1117881891
STD_MAE:  0.101846469734
CV_MAE:  0.0916688639589



ITERATION 1219 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  53.7873499201
AVG_RMSE_PER_AREA:  4.18666825885
STD_RMSE:  44.7207543069
CV_RMSE:  3.48094789661
AVG_MAE:  21.8872228291
AVG_MAE_PER_AREA:  1.70364483897
STD_MAE:  12.5745306989
CV_MAE:  0.978768960088



ITERATION 1220 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.56913968782
AVG_RMSE_PER_AREA:  1.41233420217
STD_RMSE:  0.196696135387
CV_RMSE:  0.177040120518
AVG_MAE:  1.22350843381
AVG_MAE_PER_AREA:  1.1012421782
STD_MAE:  0.141252704952
CV_MAE:  0.127137200022



ITERATION 1221 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  52.1844422889
AVG_RMSE_PER_AREA:  4.06190207291
STD_RMSE:  47.1308291822
CV_RMSE:  3.66854189403
AVG_MAE:  21.354069897
AVG_MAE_PER_AREA:  1.66214559311
STD_MAE:  14.1056109975
CV_MAE:  1.09794429215



ITERATION 1222 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.53012727604
AVG_RMSE_PER_AREA:  1.37722033443
STD_RMSE:  0.240952424486
CV_RMSE:  0.216873840385
AVG_MAE:  1.19450733838
AVG_MAE_PER_AREA:  1.07513918731
STD_MAE:  0.186039314672
CV_MAE:  0.167448245111



ITERATION 1223 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  49.798163322
AVG_RMSE_PER_AREA:  3.87616028749
STD_RMSE:  47.8308497343
CV_RMSE:  3.723029684
AVG_MAE:  20.6922918457
AVG_MAE_PER_AREA:  1.61063450053
STD_MAE:  13.0351203177
CV_MAE:  1.01462006523



ITERATION 1224 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.53700487763
AVG_RMSE_PER_AREA:  1.38341065135
STD_RMSE:  0.234427912661
CV_RMSE:  0.211001328667
AVG_MAE:  1.21412319694
AVG_MAE_PER_AREA:  1.09279481616
STD_MAE:  0.162214807241
CV_MAE:  0.146004541306



ITERATION 1225 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.9303092588
AVG_RMSE_PER_AREA:  4.66482033209
STD_RMSE:  30.2271196117
CV_RMSE:  2.352800843
AVG_MAE:  19.2374905341
AVG_MAE_PER_AREA:  1.4973965276
STD_MAE:  3.52886482259
CV_MAE:  0.274677714452



ITERATION 1226 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.51089288421
AVG_RMSE_PER_AREA:  1.35990805201
STD_RMSE:  0.0294348084603
CV_RMSE:  0.0264933626021
AVG_MAE:  1.19240984829
AVG_MAE_PER_AREA:  1.07325130122
STD_MAE:  0.0153986722197
CV_MAE:  0.0138598695914



ITERATION 1227 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.2835526138
AVG_RMSE_PER_AREA:  4.53664105229
STD_RMSE:  31.0696823196
CV_RMSE:  2.41838374587
AVG_MAE:  19.1797970967
AVG_MAE_PER_AREA:  1.49290581959
STD_MAE:  4.4193078275
CV_MAE:  0.343987495851



ITERATION 1228 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.53549586531
AVG_RMSE_PER_AREA:  1.38205243593
STD_RMSE:  0.0867409473969
CV_RMSE:  0.0780728495291
AVG_MAE:  1.22323601531
AVG_MAE_PER_AREA:  1.10099698271
STD_MAE:  0.0898731654014
CV_MAE:  0.0808920622803



ITERATION 1229 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.2070920862
AVG_RMSE_PER_AREA:  4.29717731853
STD_RMSE:  36.4151192837
CV_RMSE:  2.83445873935
AVG_MAE:  19.2491256545
AVG_MAE_PER_AREA:  1.49830217529
STD_MAE:  5.74014498951
CV_MAE:  0.446798045721



ITERATION 1230 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.51819821596
AVG_RMSE_PER_AREA:  1.36648335564
STD_RMSE:  0.0973383381384
CV_RMSE:  0.0876112338515
AVG_MAE:  1.21966711131
AVG_MAE_PER_AREA:  1.09778472238
STD_MAE:  0.0685654174988
CV_MAE:  0.0617136160479



ITERATION 1231 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.0550177863
AVG_RMSE_PER_AREA:  4.20750283354
STD_RMSE:  37.7031831372
CV_RMSE:  2.93471829961
AVG_MAE:  18.9988210829
AVG_MAE_PER_AREA:  1.47881911456
STD_MAE:  6.23441449225
CV_MAE:  0.485270705955



ITERATION 1232 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.50264064191
AVG_RMSE_PER_AREA:  1.35248046341
STD_RMSE:  0.116089006517
CV_RMSE:  0.104488131728
AVG_MAE:  1.20014779195
AVG_MAE_PER_AREA:  1.08021598548
STD_MAE:  0.100311496164
CV_MAE:  0.0902872816251



ITERATION 1233 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.5266009773
AVG_RMSE_PER_AREA:  4.01069740596
STD_RMSE:  41.019294682
CV_RMSE:  3.19283584896
AVG_MAE:  18.8589586161
AVG_MAE_PER_AREA:  1.46793258174
STD_MAE:  7.93133675432
CV_MAE:  0.617354747704



ITERATION 1234 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.50882044962
AVG_RMSE_PER_AREA:  1.35804271759
STD_RMSE:  0.119202490044
CV_RMSE:  0.107290482154
AVG_MAE:  1.20123452194
AVG_MAE_PER_AREA:  1.0811941176
STD_MAE:  0.110348380857
CV_MAE:  0.0993211717527



ITERATION 1235 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.6918284639
AVG_RMSE_PER_AREA:  3.94572087169
STD_RMSE:  42.3145688053
CV_RMSE:  3.29365663798
AVG_MAE:  19.0360541586
AVG_MAE_PER_AREA:  1.48171724091
STD_MAE:  8.42282160423
CV_MAE:  0.655610657761



ITERATION 1236 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.51332947923
AVG_RMSE_PER_AREA:  1.36210115598
STD_RMSE:  0.133900086071
CV_RMSE:  0.120519334703
AVG_MAE:  1.22113491543
AVG_MAE_PER_AREA:  1.09910584757
STD_MAE:  0.122632593113
CV_MAE:  0.110377812058



ITERATION 1237 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.1585273076
AVG_RMSE_PER_AREA:  3.8263726738
STD_RMSE:  43.4326804578
CV_RMSE:  3.38068755831
AVG_MAE:  18.8408240896
AVG_MAE_PER_AREA:  1.46652103708
STD_MAE:  8.92497804029
CV_MAE:  0.694697216497



ITERATION 1238 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.50241533445
AVG_RMSE_PER_AREA:  1.35227767112
STD_RMSE:  0.157865100031
CV_RMSE:  0.142089504098
AVG_MAE:  1.21036457895
AVG_MAE_PER_AREA:  1.08941180011
STD_MAE:  0.127607077557
CV_MAE:  0.11485519197



ITERATION 1239 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.4354903794
AVG_RMSE_PER_AREA:  3.84793076327
STD_RMSE:  46.5174188154
CV_RMSE:  3.62079561695
AVG_MAE:  19.2613331941
AVG_MAE_PER_AREA:  1.49925237861
STD_MAE:  10.712763709
CV_MAE:  0.833853830903



ITERATION 1240 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.48434482426
AVG_RMSE_PER_AREA:  1.33601296264
STD_RMSE:  0.217890548663
CV_RMSE:  0.196116557751
AVG_MAE:  1.19424712978
AVG_MAE_PER_AREA:  1.07490498158
STD_MAE:  0.163021442168
CV_MAE:  0.146730568508



ITERATION 1241 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.3029044148
AVG_RMSE_PER_AREA:  3.44842354129
STD_RMSE:  48.1705868164
CV_RMSE:  3.74947394014
AVG_MAE:  18.7593753222
AVG_MAE_PER_AREA:  1.4601812756
STD_MAE:  12.1396161796
CV_MAE:  0.944916338304



ITERATION 1242 OF 6498
HP:  4
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.48803339174
AVG_RMSE_PER_AREA:  1.33933292838
STD_RMSE:  0.222287641625
CV_RMSE:  0.200074245412
AVG_MAE:  1.20129764586
AVG_MAE_PER_AREA:  1.08125093349
STD_MAE:  0.156999629135
CV_MAE:  0.141310520457



ITERATION 1243 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  66.9810944383
AVG_RMSE_PER_AREA:  5.21363522175
STD_RMSE:  24.2179421546
CV_RMSE:  1.88506200555
AVG_MAE:  20.8672488462
AVG_MAE_PER_AREA:  1.62425270112
STD_MAE:  2.35663025994
CV_MAE:  0.183434006728



ITERATION 1244 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.54404117017
AVG_RMSE_PER_AREA:  1.38974380109
STD_RMSE:  0.019828798407
CV_RMSE:  0.0178472894386
AVG_MAE:  1.22628902795
AVG_MAE_PER_AREA:  1.10374490516
STD_MAE:  0.0160316847812
CV_MAE:  0.0144296246603



ITERATION 1245 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  67.1010852773
AVG_RMSE_PER_AREA:  5.22297499844
STD_RMSE:  25.3106900776
CV_RMSE:  1.97011867874
AVG_MAE:  21.268956404
AVG_MAE_PER_AREA:  1.65552057887
STD_MAE:  2.69637906899
CV_MAE:  0.209879175656



ITERATION 1246 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.5559006411
AVG_RMSE_PER_AREA:  1.40041814483
STD_RMSE:  0.0421555001636
CV_RMSE:  0.0379428645855
AVG_MAE:  1.23735448041
AVG_MAE_PER_AREA:  1.11370457739
STD_MAE:  0.0284205756248
CV_MAE:  0.0255804829307



ITERATION 1247 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  62.785642806
AVG_RMSE_PER_AREA:  4.88707211338
STD_RMSE:  32.8446462046
CV_RMSE:  2.55654234578
AVG_MAE:  20.7489913789
AVG_MAE_PER_AREA:  1.6150478456
STD_MAE:  5.51908562772
CV_MAE:  0.429591356513



ITERATION 1248 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.54712303453
AVG_RMSE_PER_AREA:  1.39251769208
STD_RMSE:  0.0801209598633
CV_RMSE:  0.0721144030732
AVG_MAE:  1.21403108947
AVG_MAE_PER_AREA:  1.09271191308
STD_MAE:  0.0659800871509
CV_MAE:  0.0593866399969



ITERATION 1249 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  65.3738516802
AVG_RMSE_PER_AREA:  5.08853160074
STD_RMSE:  32.0121704558
CV_RMSE:  2.49174458573
AVG_MAE:  21.9163336022
AVG_MAE_PER_AREA:  1.70591074628
STD_MAE:  5.27272208826
CV_MAE:  0.410415055537



ITERATION 1250 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.55690484458
AVG_RMSE_PER_AREA:  1.40132199739
STD_RMSE:  0.0975270584836
CV_RMSE:  0.0877810952095
AVG_MAE:  1.22610439606
AVG_MAE_PER_AREA:  1.1035787237
STD_MAE:  0.071351019566
CV_MAE:  0.0642208504922



ITERATION 1251 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  62.0555760742
AVG_RMSE_PER_AREA:  4.83024560646
STD_RMSE:  36.1444748907
CV_RMSE:  2.8133924795
AVG_MAE:  21.0962665913
AVG_MAE_PER_AREA:  1.64207885031
STD_MAE:  6.3807143316
CV_MAE:  0.496658307215



ITERATION 1252 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.53171139641
AVG_RMSE_PER_AREA:  1.37864615228
STD_RMSE:  0.0898247983868
CV_RMSE:  0.0808485286233
AVG_MAE:  1.21156858286
AVG_MAE_PER_AREA:  1.09049548688
STD_MAE:  0.06353362944
CV_MAE:  0.0571846589202



ITERATION 1253 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  60.4943584108
AVG_RMSE_PER_AREA:  4.70872445983
STD_RMSE:  41.2200034288
CV_RMSE:  3.20845849891
AVG_MAE:  21.8824274662
AVG_MAE_PER_AREA:  1.70327158031
STD_MAE:  9.18462961673
CV_MAE:  0.714907823917



ITERATION 1254 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.54012612236
AVG_RMSE_PER_AREA:  1.3862199874
STD_RMSE:  0.172381486359
CV_RMSE:  0.15515525539
AVG_MAE:  1.21855224031
AVG_MAE_PER_AREA:  1.0967812614
STD_MAE:  0.113843533024
CV_MAE:  0.102467050342



ITERATION 1255 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  56.5538367005
AVG_RMSE_PER_AREA:  4.40200443751
STD_RMSE:  44.1162004158
CV_RMSE:  3.43389098471
AVG_MAE:  21.2412676471
AVG_MAE_PER_AREA:  1.65336535761
STD_MAE:  10.2716705779
CV_MAE:  0.799520281955



ITERATION 1256 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.54563017241
AVG_RMSE_PER_AREA:  1.39117401296
STD_RMSE:  0.191245070242
CV_RMSE:  0.172133785026
AVG_MAE:  1.22454196322
AVG_MAE_PER_AREA:  1.10217242612
STD_MAE:  0.132661709778
CV_MAE:  0.119404710423



ITERATION 1257 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  54.0345279001
AVG_RMSE_PER_AREA:  4.20590795377
STD_RMSE:  47.098810011
CV_RMSE:  3.66604960451
AVG_MAE:  20.8603863826
AVG_MAE_PER_AREA:  1.6237185447
STD_MAE:  12.0823726916
CV_MAE:  0.940460653197



ITERATION 1258 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.51568870538
AVG_RMSE_PER_AREA:  1.36422462262
STD_RMSE:  0.244598072148
CV_RMSE:  0.220155175323
AVG_MAE:  1.20906310498
AVG_MAE_PER_AREA:  1.08824038357
STD_MAE:  0.183927133965
CV_MAE:  0.165547136448



ITERATION 1259 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  51.8463496387
AVG_RMSE_PER_AREA:  4.03558581511
STD_RMSE:  49.0643934937
CV_RMSE:  3.81904554109
AVG_MAE:  21.1215915535
AVG_MAE_PER_AREA:  1.6440500799
STD_MAE:  12.4195586262
CV_MAE:  0.966706334602



ITERATION 1260 OF 6498
HP:  4
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.521228569
AVG_RMSE_PER_AREA:  1.36921088288
STD_RMSE:  0.240783348197
CV_RMSE:  0.216721660035
AVG_MAE:  1.22076797293
AVG_MAE_PER_AREA:  1.09877557394
STD_MAE:  0.160454803079
CV_MAE:  0.144420415882



ITERATION 1261 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  65.7634752656
AVG_RMSE_PER_AREA:  5.11885889331
STD_RMSE:  24.3595795775
CV_RMSE:  1.89608669636
AVG_MAE:  21.1199523065
AVG_MAE_PER_AREA:  1.64392248515
STD_MAE:  2.97830481604
CV_MAE:  0.231823546931



ITERATION 1262 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.57174416225
AVG_RMSE_PER_AREA:  1.41467840922
STD_RMSE:  0.042245723485
CV_RMSE:  0.0380240718123
AVG_MAE:  1.26221003245
AVG_MAE_PER_AREA:  1.13607629263
STD_MAE:  0.0265295264525
CV_MAE:  0.0238784079372



ITERATION 1263 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  63.8128292899
AVG_RMSE_PER_AREA:  4.96702565366
STD_RMSE:  27.6845755099
CV_RMSE:  2.15489578348
AVG_MAE:  20.6433803678
AVG_MAE_PER_AREA:  1.60682735754
STD_MAE:  4.06238966134
CV_MAE:  0.316205908555



ITERATION 1264 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.57110299433
AVG_RMSE_PER_AREA:  1.41410131376
STD_RMSE:  0.0968658757953
CV_RMSE:  0.0871859850788
AVG_MAE:  1.26795783789
AVG_MAE_PER_AREA:  1.1412497149
STD_MAE:  0.0746178465006
CV_MAE:  0.0671612205868



ITERATION 1265 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.559291138
AVG_RMSE_PER_AREA:  4.55810382613
STD_RMSE:  35.8966375362
CV_RMSE:  2.79410146058
AVG_MAE:  20.3014669831
AVG_MAE_PER_AREA:  1.58021370364
STD_MAE:  5.52490510264
CV_MAE:  0.430044329396



ITERATION 1266 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.56712644347
AVG_RMSE_PER_AREA:  1.41052214307
STD_RMSE:  0.101035621153
CV_RMSE:  0.0909390441774
AVG_MAE:  1.26623063262
AVG_MAE_PER_AREA:  1.13969511074
STD_MAE:  0.0627684772047
CV_MAE:  0.0564959690093



ITERATION 1267 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  58.8875524437
AVG_RMSE_PER_AREA:  4.5836548375
STD_RMSE:  35.535893249
CV_RMSE:  2.76602205791
AVG_MAE:  20.3687216845
AVG_MAE_PER_AREA:  1.58544863572
STD_MAE:  5.44541236912
CV_MAE:  0.423856820535



ITERATION 1268 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.57026059706
AVG_RMSE_PER_AREA:  1.41334309798
STD_RMSE:  0.100800537286
CV_RMSE:  0.0907274524452
AVG_MAE:  1.26520757325
AVG_MAE_PER_AREA:  1.13877428659
STD_MAE:  0.0705917246507
CV_MAE:  0.0635374325742



ITERATION 1269 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  57.7427141691
AVG_RMSE_PER_AREA:  4.494543586
STD_RMSE:  37.6733847258
CV_RMSE:  2.93239886831
AVG_MAE:  20.6078057127
AVG_MAE_PER_AREA:  1.60405831836
STD_MAE:  6.52695581992
CV_MAE:  0.508041366581



ITERATION 1270 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.58719343914
AVG_RMSE_PER_AREA:  1.42858382651
STD_RMSE:  0.142149730858
CV_RMSE:  0.127944585353
AVG_MAE:  1.27551542563
AVG_MAE_PER_AREA:  1.14805206636
STD_MAE:  0.0958794231403
CV_MAE:  0.0862981094905



ITERATION 1271 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  55.050527318
AVG_RMSE_PER_AREA:  4.28499072175
STD_RMSE:  41.6635906589
CV_RMSE:  3.24298618207
AVG_MAE:  20.4021856867
AVG_MAE_PER_AREA:  1.58805338713
STD_MAE:  9.1241619187
CV_MAE:  0.710201174632



ITERATION 1272 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.57521180711
AVG_RMSE_PER_AREA:  1.41779952933
STD_RMSE:  0.144360797661
CV_RMSE:  0.129934698339
AVG_MAE:  1.2653688654
AVG_MAE_PER_AREA:  1.13891946066
STD_MAE:  0.109934830446
CV_MAE:  0.0989489477918



ITERATION 1273 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  52.4635103678
AVG_RMSE_PER_AREA:  4.08362401068
STD_RMSE:  44.3045614607
CV_RMSE:  3.44855252146
AVG_MAE:  20.485737535
AVG_MAE_PER_AREA:  1.594556847
STD_MAE:  9.55528749784
CV_MAE:  0.743758875104



ITERATION 1274 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.58774182715
AVG_RMSE_PER_AREA:  1.42907741363
STD_RMSE:  0.162225024851
CV_RMSE:  0.146013737862
AVG_MAE:  1.28421512523
AVG_MAE_PER_AREA:  1.15588239746
STD_MAE:  0.106998466173
CV_MAE:  0.0963060169398



ITERATION 1275 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  50.2443914776
AVG_RMSE_PER_AREA:  3.91089353346
STD_RMSE:  47.1887944126
CV_RMSE:  3.67305375769
AVG_MAE:  20.6421144876
AVG_MAE_PER_AREA:  1.6067288247
STD_MAE:  11.4118280124
CV_MAE:  0.88826718896



ITERATION 1276 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.57122550911
AVG_RMSE_PER_AREA:  1.41421158554
STD_RMSE:  0.204946099187
CV_RMSE:  0.184465658303
AVG_MAE:  1.27291285911
AVG_MAE_PER_AREA:  1.14570957657
STD_MAE:  0.146517084042
CV_MAE:  0.131875505158



ITERATION 1277 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.4558325526
AVG_RMSE_PER_AREA:  3.69383931613
STD_RMSE:  49.6059920242
CV_RMSE:  3.86120217049
AVG_MAE:  20.5475646589
AVG_MAE_PER_AREA:  1.59936931047
STD_MAE:  13.683848982
CV_MAE:  1.06511542727



ITERATION 1278 OF 6498
HP:  4
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.56950296017
AVG_RMSE_PER_AREA:  1.4126611724
STD_RMSE:  0.242505835722
CV_RMSE:  0.218272017892
AVG_MAE:  1.27486101296
AVG_MAE_PER_AREA:  1.14746304972
STD_MAE:  0.182999852029
CV_MAE:  0.164712518598



ITERATION 1279 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  63.1450613488
AVG_RMSE_PER_AREA:  4.91504832353
STD_RMSE:  24.4100003784
CV_RMSE:  1.90001132115
AVG_MAE:  19.8385358415
AVG_MAE_PER_AREA:  1.54418034042
STD_MAE:  2.19631767007
CV_MAE:  0.170955689197



ITERATION 1280 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.56741670031
AVG_RMSE_PER_AREA:  1.41078339429
STD_RMSE:  0.0175412934895
CV_RMSE:  0.0157883768652
AVG_MAE:  1.23986022446
AVG_MAE_PER_AREA:  1.11595992027
STD_MAE:  0.0160721870926
CV_MAE:  0.0144660795408



ITERATION 1281 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  66.8013013536
AVG_RMSE_PER_AREA:  5.19964059286
STD_RMSE:  24.4196325884
CV_RMSE:  1.90076106747
AVG_MAE:  21.0268697722
AVG_MAE_PER_AREA:  1.63667718133
STD_MAE:  3.00800503696
CV_MAE:  0.234135335342



ITERATION 1282 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.57958578914
AVG_RMSE_PER_AREA:  1.42173641555
STD_RMSE:  0.0582936012703
CV_RMSE:  0.0524682712959
AVG_MAE:  1.24450761447
AVG_MAE_PER_AREA:  1.12014289258
STD_MAE:  0.0440445669032
CV_MAE:  0.0396431552526



ITERATION 1283 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  63.815299536
AVG_RMSE_PER_AREA:  4.96721793122
STD_RMSE:  33.5079349929
CV_RMSE:  2.60817103022
AVG_MAE:  21.6255981911
AVG_MAE_PER_AREA:  1.68328065354
STD_MAE:  6.17275875708
CV_MAE:  0.480471582931



ITERATION 1284 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.58990242441
AVG_RMSE_PER_AREA:  1.43102210055
STD_RMSE:  0.0961506346757
CV_RMSE:  0.0865422186227
AVG_MAE:  1.24167905113
AVG_MAE_PER_AREA:  1.11759699002
STD_MAE:  0.0819785171851
CV_MAE:  0.0737863330858



ITERATION 1285 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  61.1855269872
AVG_RMSE_PER_AREA:  4.76252323491
STD_RMSE:  34.3841319772
CV_RMSE:  2.67637193822
AVG_MAE:  20.9545146871
AVG_MAE_PER_AREA:  1.63104524857
STD_MAE:  7.61031099907
CV_MAE:  0.592366932877



ITERATION 1286 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.60289030387
AVG_RMSE_PER_AREA:  1.44271208998
STD_RMSE:  0.105411569298
CV_RMSE:  0.0948777000414
AVG_MAE:  1.24745198625
AVG_MAE_PER_AREA:  1.12279303074
STD_MAE:  0.0718503499895
CV_MAE:  0.0646702823948



ITERATION 1287 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  62.2685564075
AVG_RMSE_PER_AREA:  4.84682344497
STD_RMSE:  36.3206406185
CV_RMSE:  2.8271047643
AVG_MAE:  21.1120998303
AVG_MAE_PER_AREA:  1.6433112687
STD_MAE:  7.21739904631
CV_MAE:  0.561783682288



ITERATION 1288 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.60116013592
AVG_RMSE_PER_AREA:  1.4411548192
STD_RMSE:  0.106320082888
CV_RMSE:  0.0956954250828
AVG_MAE:  1.25411233005
AVG_MAE_PER_AREA:  1.12878780063
STD_MAE:  0.0759146586548
CV_MAE:  0.0683284411812



ITERATION 1289 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  57.8895171642
AVG_RMSE_PER_AREA:  4.50597035161
STD_RMSE:  40.1596031676
CV_RMSE:  3.12591968408
AVG_MAE:  21.0460348162
AVG_MAE_PER_AREA:  1.63816893881
STD_MAE:  9.33120915969
CV_MAE:  0.726317196583



ITERATION 1290 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.58198383493
AVG_RMSE_PER_AREA:  1.42389482256
STD_RMSE:  0.185690703281
CV_RMSE:  0.167134470758
AVG_MAE:  1.23519447088
AVG_MAE_PER_AREA:  1.11176041948
STD_MAE:  0.126449607213
CV_MAE:  0.113813388638



ITERATION 1291 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  54.2786432903
AVG_RMSE_PER_AREA:  4.22490926462
STD_RMSE:  44.1911034349
CV_RMSE:  3.43972124206
AVG_MAE:  20.628272549
AVG_MAE_PER_AREA:  1.60565140399
STD_MAE:  10.9397072411
CV_MAE:  0.851518528718



ITERATION 1292 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.60749195154
AVG_RMSE_PER_AREA:  1.44685389102
STD_RMSE:  0.205267725779
CV_RMSE:  0.184755144472
AVG_MAE:  1.2648688637
AVG_MAE_PER_AREA:  1.13846942458
STD_MAE:  0.152900484204
CV_MAE:  0.137621006623



ITERATION 1293 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  52.2922268629
AVG_RMSE_PER_AREA:  4.07029174549
STD_RMSE:  46.9874438009
CV_RMSE:  3.65738114665
AVG_MAE:  20.7920591409
AVG_MAE_PER_AREA:  1.61840012885
STD_MAE:  12.9188022629
CV_MAE:  1.00556616856



ITERATION 1294 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.55763517698
AVG_RMSE_PER_AREA:  1.40197934705
STD_RMSE:  0.226435513288
CV_RMSE:  0.203807616673
AVG_MAE:  1.22912170332
AVG_MAE_PER_AREA:  1.10629450884
STD_MAE:  0.186538036811
CV_MAE:  0.167897129516



ITERATION 1295 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  50.9469883696
AVG_RMSE_PER_AREA:  3.96558185908
STD_RMSE:  48.381072388
CV_RMSE:  3.76585759285
AVG_MAE:  21.0317077677
AVG_MAE_PER_AREA:  1.63705375838
STD_MAE:  12.9823100194
CV_MAE:  1.01050944814



ITERATION 1296 OF 6498
HP:  4
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.56216942662
AVG_RMSE_PER_AREA:  1.4060604852
STD_RMSE:  0.261839555478
CV_RMSE:  0.235673702318
AVG_MAE:  1.23401691971
AVG_MAE_PER_AREA:  1.11070054202
STD_MAE:  0.17410669639
CV_MAE:  0.156708063691



ITERATION 1297 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.1320822195
AVG_RMSE_PER_AREA:  4.75836323235
STD_RMSE:  28.2454218064
CV_RMSE:  2.19855060921
AVG_MAE:  19.0929078169
AVG_MAE_PER_AREA:  1.48614258269
STD_MAE:  3.73262416779
CV_MAE:  0.290537815094



ITERATION 1298 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49855819364
AVG_RMSE_PER_AREA:  1.34880597772
STD_RMSE:  0.0339237648989
CV_RMSE:  0.0305337337428
AVG_MAE:  1.18849089296
AVG_MAE_PER_AREA:  1.06972397048
STD_MAE:  0.0227296630226
CV_MAE:  0.0204582681451



ITERATION 1299 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  65.0387771573
AVG_RMSE_PER_AREA:  5.06245026615
STD_RMSE:  30.7268819167
CV_RMSE:  2.39170104877
AVG_MAE:  20.8743608103
AVG_MAE_PER_AREA:  1.62480627802
STD_MAE:  5.96539037509
CV_MAE:  0.464330564196



ITERATION 1300 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50318430589
AVG_RMSE_PER_AREA:  1.35296979858
STD_RMSE:  0.0980822759901
CV_RMSE:  0.0882808293505
AVG_MAE:  1.16712204237
AVG_MAE_PER_AREA:  1.05049052761
STD_MAE:  0.0669495866885
CV_MAE:  0.0602592566075



ITERATION 1301 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  64.9720414416
AVG_RMSE_PER_AREA:  5.05725573058
STD_RMSE:  33.6465485339
CV_RMSE:  2.6189603499
AVG_MAE:  21.2567778468
AVG_MAE_PER_AREA:  1.65457263146
STD_MAE:  6.71063566008
CV_MAE:  0.522338530463



ITERATION 1302 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.49776290716
AVG_RMSE_PER_AREA:  1.34809016492
STD_RMSE:  0.0776129040957
CV_RMSE:  0.0698569794869
AVG_MAE:  1.16387151476
AVG_MAE_PER_AREA:  1.04756482803
STD_MAE:  0.0604141631805
CV_MAE:  0.054376923621



ITERATION 1303 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  61.828605663
AVG_RMSE_PER_AREA:  4.81257881645
STD_RMSE:  37.6117103913
CV_RMSE:  2.92759829756
AVG_MAE:  21.1904763225
AVG_MAE_PER_AREA:  1.64941189222
STD_MAE:  8.32115640971
CV_MAE:  0.64769730186



ITERATION 1304 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.53077023066
AVG_RMSE_PER_AREA:  1.37779903803
STD_RMSE:  0.111434046445
CV_RMSE:  0.10029834584
AVG_MAE:  1.19174689894
AVG_MAE_PER_AREA:  1.07265460097
STD_MAE:  0.0970777373524
CV_MAE:  0.0873766751274



ITERATION 1305 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  62.917763567
AVG_RMSE_PER_AREA:  4.89735605184
STD_RMSE:  37.0191796716
CV_RMSE:  2.88147723824
AVG_MAE:  21.5941839178
AVG_MAE_PER_AREA:  1.68083544772
STD_MAE:  7.66914234085
CV_MAE:  0.596946212423



ITERATION 1306 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.51033802987
AVG_RMSE_PER_AREA:  1.35940864473
STD_RMSE:  0.12856895058
CV_RMSE:  0.11572094419
AVG_MAE:  1.17395500908
AVG_MAE_PER_AREA:  1.05664067004
STD_MAE:  0.103114606718
CV_MAE:  0.0928102749182



ITERATION 1307 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  60.6775565326
AVG_RMSE_PER_AREA:  4.722984128
STD_RMSE:  41.1032225194
CV_RMSE:  3.19936857484
AVG_MAE:  21.5902369439
AVG_MAE_PER_AREA:  1.68052822547
STD_MAE:  10.1053795383
CV_MAE:  0.786576617351



ITERATION 1308 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.50397145635
AVG_RMSE_PER_AREA:  1.35367828841
STD_RMSE:  0.157949226911
CV_RMSE:  0.142165224106
AVG_MAE:  1.1709957
AVG_MAE_PER_AREA:  1.05397708728
STD_MAE:  0.129081487691
CV_MAE:  0.116182263025



ITERATION 1309 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  56.4332563802
AVG_RMSE_PER_AREA:  4.39261877712
STD_RMSE:  44.5488739992
CV_RMSE:  3.46756917783
AVG_MAE:  20.8378747899
AVG_MAE_PER_AREA:  1.62196630052
STD_MAE:  11.6635783569
CV_MAE:  0.907862784913



ITERATION 1310 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.50888156926
AVG_RMSE_PER_AREA:  1.3580977295
STD_RMSE:  0.196734250164
CV_RMSE:  0.177074426452
AVG_MAE:  1.17977263091
AVG_MAE_PER_AREA:  1.0618769319
STD_MAE:  0.141630366974
CV_MAE:  0.127477121951



ITERATION 1311 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  54.5307352087
AVG_RMSE_PER_AREA:  4.2445314478
STD_RMSE:  47.1949691373
CV_RMSE:  3.6735343823
AVG_MAE:  20.9126651699
AVG_MAE_PER_AREA:  1.62778779034
STD_MAE:  13.3292272116
CV_MAE:  1.03751258548



ITERATION 1312 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.49160162028
AVG_RMSE_PER_AREA:  1.34254458075
STD_RMSE:  0.284314436698
CV_RMSE:  0.255902649226
AVG_MAE:  1.17281363726
AVG_MAE_PER_AREA:  1.0556133565
STD_MAE:  0.223946581781
CV_MAE:  0.201567406244



ITERATION 1313 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  52.0474323459
AVG_RMSE_PER_AREA:  4.05123757317
STD_RMSE:  49.7378758587
CV_RMSE:  3.8714676672
AVG_MAE:  21.0657900842
AVG_MAE_PER_AREA:  1.63970663779
STD_MAE:  13.7673160858
CV_MAE:  1.07161229084



ITERATION 1314 OF 6498
HP:  4
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.51345274903
AVG_RMSE_PER_AREA:  1.36221210732
STD_RMSE:  0.266147417596
CV_RMSE:  0.23955107605
AVG_MAE:  1.18879771007
AVG_MAE_PER_AREA:  1.07000012709
STD_MAE:  0.211900158735
CV_MAE:  0.190724792668



ITERATION 1315 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  65.6573038884
AVG_RMSE_PER_AREA:  5.1105947878
STD_RMSE:  24.4191335808
CV_RMSE:  1.90072222601
AVG_MAE:  20.6444272024
AVG_MAE_PER_AREA:  1.60690884044
STD_MAE:  2.78570215108
CV_MAE:  0.216831853435



ITERATION 1316 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.57124109269
AVG_RMSE_PER_AREA:  1.41422561183
STD_RMSE:  0.0433975752828
CV_RMSE:  0.0390608180642
AVG_MAE:  1.26588257212
AVG_MAE_PER_AREA:  1.13938183223
STD_MAE:  0.0244082096536
CV_MAE:  0.0219690761601



ITERATION 1317 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  65.6241102131
AVG_RMSE_PER_AREA:  5.10801107793
STD_RMSE:  25.5022337227
CV_RMSE:  1.98502794087
AVG_MAE:  20.8953988984
AVG_MAE_PER_AREA:  1.62644382841
STD_MAE:  3.31118534135
CV_MAE:  0.25773410641



ITERATION 1318 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.57781709214
AVG_RMSE_PER_AREA:  1.42014446598
STD_RMSE:  0.100898076737
CV_RMSE:  0.0908152446942
AVG_MAE:  1.28015624534
AVG_MAE_PER_AREA:  1.15222912495
STD_MAE:  0.0733152041954
CV_MAE:  0.0659887524533



ITERATION 1319 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  60.1504353641
AVG_RMSE_PER_AREA:  4.68195437903
STD_RMSE:  34.5821530553
CV_RMSE:  2.69178538698
AVG_MAE:  20.2040923996
AVG_MAE_PER_AREA:  1.57263431781
STD_MAE:  5.52514607832
CV_MAE:  0.43006308632



ITERATION 1320 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.55393416688
AVG_RMSE_PER_AREA:  1.39864818209
STD_RMSE:  0.116121971502
CV_RMSE:  0.104517802493
AVG_MAE:  1.25767991363
AVG_MAE_PER_AREA:  1.1319988725
STD_MAE:  0.0714513791174
CV_MAE:  0.0643111810268



ITERATION 1321 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  61.7334345603
AVG_RMSE_PER_AREA:  4.80517094387
STD_RMSE:  33.3724078941
CV_RMSE:  2.59762195124
AVG_MAE:  20.5032476306
AVG_MAE_PER_AREA:  1.59591978757
STD_MAE:  5.21389453427
CV_MAE:  0.405836070824



ITERATION 1322 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.5483756598
AVG_RMSE_PER_AREA:  1.39364514142
STD_RMSE:  0.11446601426
CV_RMSE:  0.10302732649
AVG_MAE:  1.24585684302
AVG_MAE_PER_AREA:  1.12135729155
STD_MAE:  0.0774984488702
CV_MAE:  0.069753961871



ITERATION 1323 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  58.7781176121
AVG_RMSE_PER_AREA:  4.57513671313
STD_RMSE:  37.3423605983
CV_RMSE:  2.90663280603
AVG_MAE:  20.4989586161
AVG_MAE_PER_AREA:  1.59558594177
STD_MAE:  6.503340103
CV_MAE:  0.50620318023



ITERATION 1324 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.57328194543
AVG_RMSE_PER_AREA:  1.41606252039
STD_RMSE:  0.15139966425
CV_RMSE:  0.136270164905
AVG_MAE:  1.2771388668
AVG_MAE_PER_AREA:  1.14951327565
STD_MAE:  0.104725669513
CV_MAE:  0.0942603428149



ITERATION 1325 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  57.741803481
AVG_RMSE_PER_AREA:  4.4944727004
STD_RMSE:  40.9807267593
CV_RMSE:  3.18983382157
AVG_MAE:  20.6808510638
AVG_MAE_PER_AREA:  1.60974397964
STD_MAE:  9.47792336626
CV_MAE:  0.737737051115



ITERATION 1326 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.5563109001
AVG_RMSE_PER_AREA:  1.4007874063
STD_RMSE:  0.158957839826
CV_RMSE:  0.14307304546
AVG_MAE:  1.25775590423
AVG_MAE_PER_AREA:  1.13206726929
STD_MAE:  0.11820883436
CV_MAE:  0.106396123342



ITERATION 1327 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  55.1496280211
AVG_RMSE_PER_AREA:  4.29270446427
STD_RMSE:  43.2483850602
CV_RMSE:  3.36634248103
AVG_MAE:  20.7609610644
AVG_MAE_PER_AREA:  1.61597953498
STD_MAE:  9.36706511475
CV_MAE:  0.729108131424



ITERATION 1328 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.57450728388
AVG_RMSE_PER_AREA:  1.41716540972
STD_RMSE:  0.144124708705
CV_RMSE:  0.129722201957
AVG_MAE:  1.28369549376
AVG_MAE_PER_AREA:  1.15541469322
STD_MAE:  0.0939975638922
CV_MAE:  0.0846043060641



ITERATION 1329 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  53.3796472454
AVG_RMSE_PER_AREA:  4.1549337367
STD_RMSE:  46.2345911025
CV_RMSE:  3.59878103899
AVG_MAE:  20.8389886174
AVG_MAE_PER_AREA:  1.62205299797
STD_MAE:  11.4392661946
CV_MAE:  0.890402906122



ITERATION 1330 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.54913030198
AVG_RMSE_PER_AREA:  1.39432437155
STD_RMSE:  0.202486318094
CV_RMSE:  0.182251685262
AVG_MAE:  1.262678457
AVG_MAE_PER_AREA:  1.13649790711
STD_MAE:  0.152355933235
CV_MAE:  0.137130873103



ITERATION 1331 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  50.0109692067
AVG_RMSE_PER_AREA:  3.89272454737
STD_RMSE:  49.4496107858
CV_RMSE:  3.84902985919
AVG_MAE:  20.7516755456
AVG_MAE_PER_AREA:  1.6152567742
STD_MAE:  13.6578001697
CV_MAE:  1.06308785506



ITERATION 1332 OF 6498
HP:  4
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.5502545713
AVG_RMSE_PER_AREA:  1.39533629167
STD_RMSE:  0.225538060294
CV_RMSE:  0.202999846934
AVG_MAE:  1.26927255754
AVG_MAE_PER_AREA:  1.14243305348
STD_MAE:  0.170211921633
CV_MAE:  0.153202497142



ITERATION 1333 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.9110869999
AVG_RMSE_PER_AREA:  4.66332412116
STD_RMSE:  29.728394534
CV_RMSE:  2.31398137233
AVG_MAE:  19.5635931969
AVG_MAE_PER_AREA:  1.52277951578
STD_MAE:  4.76299675619
CV_MAE:  0.370739353506



ITERATION 1334 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.55761847988
AVG_RMSE_PER_AREA:  1.4019643185
STD_RMSE:  0.0398457947447
CV_RMSE:  0.035863970026
AVG_MAE:  1.21479772723
AVG_MAE_PER_AREA:  1.09340194006
STD_MAE:  0.0427690524357
CV_MAE:  0.0384951040486



ITERATION 1335 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.6996167641
AVG_RMSE_PER_AREA:  4.72470123938
STD_RMSE:  29.3901069374
CV_RMSE:  2.2876499404
AVG_MAE:  19.9524179892
AVG_MAE_PER_AREA:  1.55304463237
STD_MAE:  4.99987483161
CV_MAE:  0.389177330484



ITERATION 1336 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.55533678944
AVG_RMSE_PER_AREA:  1.39991063936
STD_RMSE:  0.088353053632
CV_RMSE:  0.0795238565943
AVG_MAE:  1.21650360094
AVG_MAE_PER_AREA:  1.09493734433
STD_MAE:  0.0980546841561
CV_MAE:  0.0882559947923



ITERATION 1337 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.3197616601
AVG_RMSE_PER_AREA:  4.38378464153
STD_RMSE:  35.580731399
CV_RMSE:  2.76951214358
AVG_MAE:  19.0394881525
AVG_MAE_PER_AREA:  1.48198453412
STD_MAE:  5.66767668257
CV_MAE:  0.441157300064



ITERATION 1338 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.55460459232
AVG_RMSE_PER_AREA:  1.39925161133
STD_RMSE:  0.075509986627
CV_RMSE:  0.067964208379
AVG_MAE:  1.21431092317
AVG_MAE_PER_AREA:  1.09296378275
STD_MAE:  0.0788067371911
CV_MAE:  0.0709315118089



ITERATION 1339 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.9425637288
AVG_RMSE_PER_AREA:  4.43226194439
STD_RMSE:  35.9916383853
CV_RMSE:  2.80149608106
AVG_MAE:  19.9890629831
AVG_MAE_PER_AREA:  1.55589698395
STD_MAE:  6.50678536683
CV_MAE:  0.50647135066



ITERATION 1340 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.58341724534
AVG_RMSE_PER_AREA:  1.42518499102
STD_RMSE:  0.103869924561
CV_RMSE:  0.0934901131959
AVG_MAE:  1.243924096
AVG_MAE_PER_AREA:  1.11961768562
STD_MAE:  0.112720034463
CV_MAE:  0.101455823964



ITERATION 1341 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.388845279
AVG_RMSE_PER_AREA:  4.23348710251
STD_RMSE:  38.9022063802
CV_RMSE:  3.02804716896
AVG_MAE:  19.2094469268
AVG_MAE_PER_AREA:  1.49521368571
STD_MAE:  7.04690683605
CV_MAE:  0.548513009423



ITERATION 1342 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.55220973907
AVG_RMSE_PER_AREA:  1.39709607783
STD_RMSE:  0.123703665555
CV_RMSE:  0.111341851304
AVG_MAE:  1.21682396515
AVG_MAE_PER_AREA:  1.09522569428
STD_MAE:  0.109105250851
CV_MAE:  0.0982022688037



ITERATION 1343 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.5914081925
AVG_RMSE_PER_AREA:  4.17141666135
STD_RMSE:  41.8780415087
CV_RMSE:  3.25967848179
AVG_MAE:  20.196803675
AVG_MAE_PER_AREA:  1.57206698233
STD_MAE:  9.86407418978
CV_MAE:  0.767794032884



ITERATION 1344 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.59278544028
AVG_RMSE_PER_AREA:  1.43361701415
STD_RMSE:  0.181136416641
CV_RMSE:  0.163035297919
AVG_MAE:  1.24881086117
AVG_MAE_PER_AREA:  1.12401611212
STD_MAE:  0.146358734914
CV_MAE:  0.131732979996



ITERATION 1345 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.5564584157
AVG_RMSE_PER_AREA:  3.93518401712
STD_RMSE:  44.7621835599
CV_RMSE:  3.48417264255
AVG_MAE:  19.9599529412
AVG_MAE_PER_AREA:  1.55363113355
STD_MAE:  11.11157331
CV_MAE:  0.864896139183



ITERATION 1346 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.57816608956
AVG_RMSE_PER_AREA:  1.42045858778
STD_RMSE:  0.192585580305
CV_RMSE:  0.17334033676
AVG_MAE:  1.24129499328
AVG_MAE_PER_AREA:  1.1172513114
STD_MAE:  0.147701175358
CV_MAE:  0.132941269205



ITERATION 1347 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  50.5810615553
AVG_RMSE_PER_AREA:  3.9370990619
STD_RMSE:  46.4988844852
CV_RMSE:  3.61935295261
AVG_MAE:  20.3791195001
AVG_MAE_PER_AREA:  1.58625797481
STD_MAE:  12.3577894195
CV_MAE:  0.961898379244



ITERATION 1348 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.5630736801
AVG_RMSE_PER_AREA:  1.40687437584
STD_RMSE:  0.215761879441
CV_RMSE:  0.194200608285
AVG_MAE:  1.23194680687
AVG_MAE_PER_AREA:  1.10883729734
STD_MAE:  0.172265055036
CV_MAE:  0.155050459149



ITERATION 1349 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.269627675
AVG_RMSE_PER_AREA:  3.6015081952
STD_RMSE:  48.6928691084
CV_RMSE:  3.79012704346
AVG_MAE:  19.8256523887
AVG_MAE_PER_AREA:  1.54317752576
STD_MAE:  13.0731146635
CV_MAE:  1.01757744688



ITERATION 1350 OF 6498
HP:  4
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.55211327289
AVG_RMSE_PER_AREA:  1.39700925161
STD_RMSE:  0.256413171026
CV_RMSE:  0.230789581156
AVG_MAE:  1.23718270195
AVG_MAE_PER_AREA:  1.1135499649
STD_MAE:  0.18927226219
CV_MAE:  0.170358121389



ITERATION 1351 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.782640744
AVG_RMSE_PER_AREA:  4.65332619668
STD_RMSE:  29.7519481215
CV_RMSE:  2.31581472268
AVG_MAE:  19.308336918
AVG_MAE_PER_AREA:  1.50291102696
STD_MAE:  4.70228670341
CV_MAE:  0.366013839953



ITERATION 1352 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.55509194087
AVG_RMSE_PER_AREA:  1.39969025872
STD_RMSE:  0.0416541596414
CV_RMSE:  0.0374916234551
AVG_MAE:  1.21511281142
AVG_MAE_PER_AREA:  1.09368553762
STD_MAE:  0.0480827492296
CV_MAE:  0.0432777985277



ITERATION 1353 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.6661179373
AVG_RMSE_PER_AREA:  4.72209377731
STD_RMSE:  29.289195544
CV_RMSE:  2.27979525843
AVG_MAE:  19.8572051438
AVG_MAE_PER_AREA:  1.54563351064
STD_MAE:  4.96527398396
CV_MAE:  0.386484089958



ITERATION 1354 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.56299686076
AVG_RMSE_PER_AREA:  1.40680523313
STD_RMSE:  0.0875980418996
CV_RMSE:  0.0788442938371
AVG_MAE:  1.22054306235
AVG_MAE_PER_AREA:  1.09857313887
STD_MAE:  0.0979270804393
CV_MAE:  0.0881411426252



ITERATION 1355 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.3547705144
AVG_RMSE_PER_AREA:  4.38650964024
STD_RMSE:  35.4777659579
CV_RMSE:  2.76149757985
AVG_MAE:  19.0064560745
AVG_MAE_PER_AREA:  1.47941340256
STD_MAE:  5.44165732952
CV_MAE:  0.423564537961



ITERATION 1356 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.55012189381
AVG_RMSE_PER_AREA:  1.39521687276
STD_RMSE:  0.0698426221191
CV_RMSE:  0.0628631885063
AVG_MAE:  1.20998421253
AVG_MAE_PER_AREA:  1.08906944405
STD_MAE:  0.0815219682225
CV_MAE:  0.0733754074558



ITERATION 1357 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.9934482118
AVG_RMSE_PER_AREA:  4.436222661
STD_RMSE:  36.1665736787
CV_RMSE:  2.81511259203
AVG_MAE:  19.9928696142
AVG_MAE_PER_AREA:  1.55619328227
STD_MAE:  6.77928336338
CV_MAE:  0.527681890209



ITERATION 1358 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.58279495502
AVG_RMSE_PER_AREA:  1.42462488671
STD_RMSE:  0.107623101325
CV_RMSE:  0.0968682317608
AVG_MAE:  1.24026411333
AVG_MAE_PER_AREA:  1.11632344818
STD_MAE:  0.123123329615
CV_MAE:  0.110819508837



ITERATION 1359 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.3489909646
AVG_RMSE_PER_AREA:  4.23038494572
STD_RMSE:  38.8986849733
CV_RMSE:  3.02777307174
AVG_MAE:  19.1304598416
AVG_MAE_PER_AREA:  1.48906553521
STD_MAE:  6.99587642338
CV_MAE:  0.544540934032



ITERATION 1360 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.55072512396
AVG_RMSE_PER_AREA:  1.3957598216
STD_RMSE:  0.129328321203
CV_RMSE:  0.11640443025
AVG_MAE:  1.21951249216
AVG_MAE_PER_AREA:  1.09764555445
STD_MAE:  0.126355035529
CV_MAE:  0.113728267585



ITERATION 1361 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.4326900411
AVG_RMSE_PER_AREA:  4.15906245079
STD_RMSE:  41.5988044487
CV_RMSE:  3.23794339097
AVG_MAE:  19.9781044487
AVG_MAE_PER_AREA:  1.55504399997
STD_MAE:  9.66229505354
CV_MAE:  0.752088066588



ITERATION 1362 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.57954055383
AVG_RMSE_PER_AREA:  1.42169570065
STD_RMSE:  0.173774472993
CV_RMSE:  0.156409039665
AVG_MAE:  1.24368286638
AVG_MAE_PER_AREA:  1.11940056228
STD_MAE:  0.152760960083
CV_MAE:  0.137495425268



ITERATION 1363 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.33302082
AVG_RMSE_PER_AREA:  3.91779221234
STD_RMSE:  44.7596854761
CV_RMSE:  3.48397819817
AVG_MAE:  19.8917718487
AVG_MAE_PER_AREA:  1.54832409359
STD_MAE:  11.2616203413
CV_MAE:  0.87657541218



ITERATION 1364 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.57506490662
AVG_RMSE_PER_AREA:  1.41766730873
STD_RMSE:  0.190404765393
CV_RMSE:  0.171377452567
AVG_MAE:  1.24384215159
AVG_MAE_PER_AREA:  1.11954392998
STD_MAE:  0.159274577924
CV_MAE:  0.143358131646



ITERATION 1365 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  50.4260043672
AVG_RMSE_PER_AREA:  3.92502981125
STD_RMSE:  46.3988864995
CV_RMSE:  3.61156936793
AVG_MAE:  20.2728773322
AVG_MAE_PER_AREA:  1.57798835913
STD_MAE:  12.4234528272
CV_MAE:  0.967009449137



ITERATION 1366 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.55370554115
AVG_RMSE_PER_AREA:  1.39844240312
STD_RMSE:  0.216201307908
CV_RMSE:  0.194596124285
AVG_MAE:  1.22869006433
AVG_MAE_PER_AREA:  1.1059060039
STD_MAE:  0.181780690356
CV_MAE:  0.163615188805



ITERATION 1367 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.050533512
AVG_RMSE_PER_AREA:  3.584454472
STD_RMSE:  48.8058889712
CV_RMSE:  3.79892421739
AVG_MAE:  19.6610364753
AVG_MAE_PER_AREA:  1.53036424865
STD_MAE:  13.0219799578
CV_MAE:  1.01359725358



ITERATION 1368 OF 6498
HP:  4
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.54772702357
AVG_RMSE_PER_AREA:  1.39306132397
STD_RMSE:  0.271633800716
CV_RMSE:  0.244489200161
AVG_MAE:  1.23577267225
AVG_MAE_PER_AREA:  1.11228084068
STD_MAE:  0.210555757109
CV_MAE:  0.189514738259



ITERATION 1369 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  72.0193188678
AVG_RMSE_PER_AREA:  5.60579758579
STD_RMSE:  25.1900786667
CV_RMSE:  1.96073059834
AVG_MAE:  24.806675494
AVG_MAE_PER_AREA:  1.93088748661
STD_MAE:  5.22866110933
CV_MAE:  0.40698546285



ITERATION 1370 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.59076597649
AVG_RMSE_PER_AREA:  1.43179935712
STD_RMSE:  0.0738913809848
CV_RMSE:  0.066507351398
AVG_MAE:  1.28762491352
AVG_MAE_PER_AREA:  1.15895144265
STD_MAE:  0.0657703957306
CV_MAE:  0.0591979032215



ITERATION 1371 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.9888377076
AVG_RMSE_PER_AREA:  4.74721344989
STD_RMSE:  32.1862684367
CV_RMSE:  2.50529592246
AVG_MAE:  21.3784878641
AVG_MAE_PER_AREA:  1.66404622454
STD_MAE:  7.13796293589
CV_MAE:  0.555600580823



ITERATION 1372 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.55970868745
AVG_RMSE_PER_AREA:  1.40384564982
STD_RMSE:  0.103665740593
CV_RMSE:  0.0933063335087
AVG_MAE:  1.24335923537
AVG_MAE_PER_AREA:  1.119109272
STD_MAE:  0.0912715685242
CV_MAE:  0.08215072177



ITERATION 1373 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  66.7761151825
AVG_RMSE_PER_AREA:  5.19768016642
STD_RMSE:  31.9615524519
CV_RMSE:  2.48780461117
AVG_MAE:  22.7513658433
AVG_MAE_PER_AREA:  1.77090749708
STD_MAE:  6.7732179431
CV_MAE:  0.527209773577



ITERATION 1374 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.5798452686
AVG_RMSE_PER_AREA:  1.42196996501
STD_RMSE:  0.109994751878
CV_RMSE:  0.0990028812233
AVG_MAE:  1.24320168724
AVG_MAE_PER_AREA:  1.11896746778
STD_MAE:  0.0966722126287
CV_MAE:  0.0870116748399



ITERATION 1375 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  58.6582725895
AVG_RMSE_PER_AREA:  4.56580828642
STD_RMSE:  38.453410528
CV_RMSE:  2.99311406012
AVG_MAE:  21.8698776635
AVG_MAE_PER_AREA:  1.70229473612
STD_MAE:  9.58678933491
CV_MAE:  0.746210896659



ITERATION 1376 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.50707676214
AVG_RMSE_PER_AREA:  1.35647327832
STD_RMSE:  0.107057119784
CV_RMSE:  0.096358809245
AVG_MAE:  1.20029463002
AVG_MAE_PER_AREA:  1.08034814989
STD_MAE:  0.0886406011284
CV_MAE:  0.0797826692208



ITERATION 1377 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  62.6925006995
AVG_RMSE_PER_AREA:  4.87982217262
STD_RMSE:  37.9684257682
CV_RMSE:  2.95536410026
AVG_MAE:  22.8415432881
AVG_MAE_PER_AREA:  1.77792667624
STD_MAE:  8.15626435573
CV_MAE:  0.634862530681



ITERATION 1378 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.54367723862
AVG_RMSE_PER_AREA:  1.38941623754
STD_RMSE:  0.11575363566
CV_RMSE:  0.10418627477
AVG_MAE:  1.24627199288
AVG_MAE_PER_AREA:  1.12173095513
STD_MAE:  0.0901404479088
CV_MAE:  0.0811326350157



ITERATION 1379 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  58.5002354618
AVG_RMSE_PER_AREA:  4.55350708498
STD_RMSE:  41.0152790025
CV_RMSE:  3.19252327885
AVG_MAE:  21.4299303675
AVG_MAE_PER_AREA:  1.66805037601
STD_MAE:  8.6097308349
CV_MAE:  0.670159189052



ITERATION 1380 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.52841283809
AVG_RMSE_PER_AREA:  1.37567722175
STD_RMSE:  0.187736742151
CV_RMSE:  0.168976047194
AVG_MAE:  1.22916323659
AVG_MAE_PER_AREA:  1.10633189165
STD_MAE:  0.135643128111
CV_MAE:  0.122088193045



ITERATION 1381 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.5559023283
AVG_RMSE_PER_AREA:  3.85730331806
STD_RMSE:  44.9445378915
CV_RMSE:  3.49836663228
AVG_MAE:  19.1405354622
AVG_MAE_PER_AREA:  1.48984979546
STD_MAE:  8.26989073857
CV_MAE:  0.643706914558



ITERATION 1382 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.52471523805
AVG_RMSE_PER_AREA:  1.37234912608
STD_RMSE:  0.198006791763
CV_RMSE:  0.178219801869
AVG_MAE:  1.2324239697
AVG_MAE_PER_AREA:  1.10926677688
STD_MAE:  0.126828960521
CV_MAE:  0.114154832843



ITERATION 1383 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.9906149121
AVG_RMSE_PER_AREA:  3.73546539239
STD_RMSE:  50.0191597769
CV_RMSE:  3.89336208018
AVG_MAE:  19.7697163743
AVG_MAE_PER_AREA:  1.53882361101
STD_MAE:  13.4645425005
CV_MAE:  1.04804517773



ITERATION 1384 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.53104031207
AVG_RMSE_PER_AREA:  1.37804212998
STD_RMSE:  0.258383096534
CV_RMSE:  0.232562650305
AVG_MAE:  1.23909788601
AVG_MAE_PER_AREA:  1.11527376297
STD_MAE:  0.177585706458
CV_MAE:  0.159839413275



ITERATION 1385 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.618842314
AVG_RMSE_PER_AREA:  3.62869015987
STD_RMSE:  49.6605401842
CV_RMSE:  3.86544805824
AVG_MAE:  19.9334653721
AVG_MAE_PER_AREA:  1.55156940965
STD_MAE:  13.0027008271
CV_MAE:  1.0120966159



ITERATION 1386 OF 6498
HP:  5
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.53085526709
AVG_RMSE_PER_AREA:  1.3778755767
STD_RMSE:  0.301602577284
CV_RMSE:  0.271463170977
AVG_MAE:  1.24656412445
AVG_MAE_PER_AREA:  1.12199389374
STD_MAE:  0.201136019453
CV_MAE:  0.181036323131



ITERATION 1387 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.5633399833
AVG_RMSE_PER_AREA:  4.63625639243
STD_RMSE:  27.8107037859
CV_RMSE:  2.16471328239
AVG_MAE:  18.8267528118
AVG_MAE_PER_AREA:  1.46542576519
STD_MAE:  3.37766124213
CV_MAE:  0.262908418663



ITERATION 1388 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.50083564329
AVG_RMSE_PER_AREA:  1.35085583986
STD_RMSE:  0.0401059193144
CV_RMSE:  0.0360981001226
AVG_MAE:  1.21870820944
AVG_MAE_PER_AREA:  1.0969216444
STD_MAE:  0.0396236823609
CV_MAE:  0.0356640535247



ITERATION 1389 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  63.5045075357
AVG_RMSE_PER_AREA:  4.94302668543
STD_RMSE:  26.3181142483
CV_RMSE:  2.04853397165
AVG_MAE:  20.0746945108
AVG_MAE_PER_AREA:  1.56256232068
STD_MAE:  2.94186690227
CV_MAE:  0.228987313928



ITERATION 1390 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.5342145686
AVG_RMSE_PER_AREA:  1.38089918031
STD_RMSE:  0.0288628037217
CV_RMSE:  0.0259785187916
AVG_MAE:  1.22987260931
AVG_MAE_PER_AREA:  1.10697037614
STD_MAE:  0.0436993055959
CV_MAE:  0.0393323962062



ITERATION 1391 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  60.0009414005
AVG_RMSE_PER_AREA:  4.6703181554
STD_RMSE:  34.3580870345
CV_RMSE:  2.67434466721
AVG_MAE:  20.5570896493
AVG_MAE_PER_AREA:  1.60011071111
STD_MAE:  5.82751765437
CV_MAE:  0.453598908065



ITERATION 1392 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.53062682279
AVG_RMSE_PER_AREA:  1.37766996104
STD_RMSE:  0.0779174515214
CV_RMSE:  0.070131093225
AVG_MAE:  1.22019388666
AVG_MAE_PER_AREA:  1.09825885662
STD_MAE:  0.0743508346654
CV_MAE:  0.0669208914751



ITERATION 1393 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.387466672
AVG_RMSE_PER_AREA:  4.46689203927
STD_RMSE:  35.5894400577
CV_RMSE:  2.77019000306
AVG_MAE:  19.80315366
AVG_MAE_PER_AREA:  1.54142628288
STD_MAE:  6.9226722756
CV_MAE:  0.538842912427



ITERATION 1394 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.51271993923
AVG_RMSE_PER_AREA:  1.36155252784
STD_RMSE:  0.0874728987408
CV_RMSE:  0.0787316563424
AVG_MAE:  1.20289396378
AVG_MAE_PER_AREA:  1.08268772998
STD_MAE:  0.0866070490102
CV_MAE:  0.0779523317239



ITERATION 1395 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  57.8685362994
AVG_RMSE_PER_AREA:  4.50433725533
STD_RMSE:  37.6750108689
CV_RMSE:  2.93252544308
AVG_MAE:  19.819819457
AVG_MAE_PER_AREA:  1.54272350544
STD_MAE:  6.83523179817
CV_MAE:  0.532036771728



ITERATION 1396 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.52105785661
AVG_RMSE_PER_AREA:  1.36905722992
STD_RMSE:  0.109630797867
CV_RMSE:  0.0986752974515
AVG_MAE:  1.21066291553
AVG_MAE_PER_AREA:  1.08968032367
STD_MAE:  0.0761026132362
CV_MAE:  0.0684976132988



ITERATION 1397 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.7259724815
AVG_RMSE_PER_AREA:  4.18189079771
STD_RMSE:  41.0188608253
CV_RMSE:  3.19280207868
AVG_MAE:  19.9181856867
AVG_MAE_PER_AREA:  1.55038007844
STD_MAE:  9.30304097998
CV_MAE:  0.724124658298



ITERATION 1398 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.49787556105
AVG_RMSE_PER_AREA:  1.3481915612
STD_RMSE:  0.159897801655
CV_RMSE:  0.143919076091
AVG_MAE:  1.19602982219
AVG_MAE_PER_AREA:  1.07650952799
STD_MAE:  0.11520317071
CV_MAE:  0.103690818258



ITERATION 1399 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.3931363052
AVG_RMSE_PER_AREA:  3.92247144629
STD_RMSE:  44.8467581705
CV_RMSE:  3.49075571159
AVG_MAE:  19.9069766947
AVG_MAE_PER_AREA:  1.54950759948
STD_MAE:  11.308746564
CV_MAE:  0.880243595518



ITERATION 1400 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.52674090699
AVG_RMSE_PER_AREA:  1.37417236816
STD_RMSE:  0.200119120975
CV_RMSE:  0.180121044197
AVG_MAE:  1.22345695192
AVG_MAE_PER_AREA:  1.10119584093
STD_MAE:  0.160277856249
CV_MAE:  0.144261151501



ITERATION 1401 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.4085585499
AVG_RMSE_PER_AREA:  3.76799704463
STD_RMSE:  47.0206925135
CV_RMSE:  3.65996914047
AVG_MAE:  19.5090137845
AVG_MAE_PER_AREA:  1.51853119542
STD_MAE:  12.6041454353
CV_MAE:  0.981074094606



ITERATION 1402 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.47797774432
AVG_RMSE_PER_AREA:  1.3302821505
STD_RMSE:  0.216705582287
CV_RMSE:  0.19505000609
AVG_MAE:  1.19215645333
AVG_MAE_PER_AREA:  1.07302322824
STD_MAE:  0.176506054985
CV_MAE:  0.158867652307



ITERATION 1403 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.9424699692
AVG_RMSE_PER_AREA:  3.5760430852
STD_RMSE:  48.8485724019
CV_RMSE:  3.80224658529
AVG_MAE:  19.5408680186
AVG_MAE_PER_AREA:  1.52101064665
STD_MAE:  12.9095827555
CV_MAE:  1.00484854594



ITERATION 1404 OF 6498
HP:  5
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.50079464764
AVG_RMSE_PER_AREA:  1.35081894095
STD_RMSE:  0.271681653316
CV_RMSE:  0.244532270809
AVG_MAE:  1.20999406146
AVG_MAE_PER_AREA:  1.08907830876
STD_MAE:  0.191799627186
CV_MAE:  0.172632924615



ITERATION 1405 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.8171746285
AVG_RMSE_PER_AREA:  4.65601422497
STD_RMSE:  28.2981283522
CV_RMSE:  2.20265315047
AVG_MAE:  19.4160340772
AVG_MAE_PER_AREA:  1.51129389539
STD_MAE:  3.44689740614
CV_MAE:  0.26829758267



ITERATION 1406 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.56319922431
AVG_RMSE_PER_AREA:  1.40698737431
STD_RMSE:  0.0170041187602
CV_RMSE:  0.0153048824711
AVG_MAE:  1.24862756134
AVG_MAE_PER_AREA:  1.1238511296
STD_MAE:  0.0216872402041
CV_MAE:  0.0195200155401



ITERATION 1407 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  65.1805014888
AVG_RMSE_PER_AREA:  5.07348172171
STD_RMSE:  25.6258698573
CV_RMSE:  1.99465145794
AVG_MAE:  21.4382886856
AVG_MAE_PER_AREA:  1.66870096588
STD_MAE:  3.4219082727
CV_MAE:  0.266352493129



ITERATION 1408 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.54787535684
AVG_RMSE_PER_AREA:  1.39319483417
STD_RMSE:  0.108046433196
CV_RMSE:  0.0972492597119
AVG_MAE:  1.23126208435
AVG_MAE_PER_AREA:  1.10822099973
STD_MAE:  0.0949007396011
CV_MAE:  0.0854172266435



ITERATION 1409 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  63.1524962961
AVG_RMSE_PER_AREA:  4.91562704061
STD_RMSE:  31.678447172
CV_RMSE:  2.46576842811
AVG_MAE:  21.763238536
AVG_MAE_PER_AREA:  1.69399422213
STD_MAE:  5.13077139283
CV_MAE:  0.399365980397



ITERATION 1410 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.55044952306
AVG_RMSE_PER_AREA:  1.39551176174
STD_RMSE:  0.0640445458703
CV_RMSE:  0.0576445190299
AVG_MAE:  1.23668489006
AVG_MAE_PER_AREA:  1.11310189978
STD_MAE:  0.0570835619375
CV_MAE:  0.0513791522398



ITERATION 1411 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  60.1363151464
AVG_RMSE_PER_AREA:  4.68085529779
STD_RMSE:  34.6063310323
CV_RMSE:  2.6936673382
AVG_MAE:  21.1030055119
AVG_MAE_PER_AREA:  1.64260339046
STD_MAE:  5.9667760354
CV_MAE:  0.464438420412



ITERATION 1412 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.56858004395
AVG_RMSE_PER_AREA:  1.41183048399
STD_RMSE:  0.120479101671
CV_RMSE:  0.108439520877
AVG_MAE:  1.24078713187
AVG_MAE_PER_AREA:  1.11679420102
STD_MAE:  0.09069289181
CV_MAE:  0.0816298727202



ITERATION 1413 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  59.7469196325
AVG_RMSE_PER_AREA:  4.65054575771
STD_RMSE:  38.0305156636
CV_RMSE:  2.9601970172
AVG_MAE:  21.8033529412
AVG_MAE_PER_AREA:  1.69711662372
STD_MAE:  7.97812825697
CV_MAE:  0.620996877298



ITERATION 1414 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.57217646305
AVG_RMSE_PER_AREA:  1.41506750983
STD_RMSE:  0.125828767638
CV_RMSE:  0.113254590099
AVG_MAE:  1.2454492699
AVG_MAE_PER_AREA:  1.12099044757
STD_MAE:  0.0883141951961
CV_MAE:  0.0794888813155



ITERATION 1415 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.465381366
AVG_RMSE_PER_AREA:  4.161607059
STD_RMSE:  41.5303344495
CV_RMSE:  3.23261386325
AVG_MAE:  20.1649206963
AVG_MAE_PER_AREA:  1.5695852937
STD_MAE:  9.57599801243
CV_MAE:  0.745370928015



ITERATION 1416 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.52816478436
AVG_RMSE_PER_AREA:  1.37545395624
STD_RMSE:  0.215443831851
CV_RMSE:  0.193914343466
AVG_MAE:  1.21686026361
AVG_MAE_PER_AREA:  1.09525836539
STD_MAE:  0.172634208953
CV_MAE:  0.155382723197



ITERATION 1417 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  53.627051377
AVG_RMSE_PER_AREA:  4.17419103468
STD_RMSE:  42.2436572866
CV_RMSE:  3.2881370687
AVG_MAE:  21.3450386555
AVG_MAE_PER_AREA:  1.66144262462
STD_MAE:  10.1810206348
CV_MAE:  0.792464324747



ITERATION 1418 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.53121417001
AVG_RMSE_PER_AREA:  1.37819861414
STD_RMSE:  0.229536988824
CV_RMSE:  0.206599159078
AVG_MAE:  1.23156504645
AVG_MAE_PER_AREA:  1.10849368657
STD_MAE:  0.159591616714
CV_MAE:  0.143643488476



ITERATION 1419 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  51.9874917472
AVG_RMSE_PER_AREA:  4.04657195193
STD_RMSE:  45.5528225333
CV_RMSE:  3.54571393617
AVG_MAE:  21.4063164857
AVG_MAE_PER_AREA:  1.6662123325
STD_MAE:  12.0698407157
CV_MAE:  0.939485196593



ITERATION 1420 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.52846333192
AVG_RMSE_PER_AREA:  1.37572266969
STD_RMSE:  0.232746699253
CV_RMSE:  0.209488120368
AVG_MAE:  1.22036985022
AVG_MAE_PER_AREA:  1.09841723598
STD_MAE:  0.176707768325
CV_MAE:  0.159049208258



ITERATION 1421 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  49.8954917817
AVG_RMSE_PER_AREA:  3.88373608316
STD_RMSE:  47.7145942665
CV_RMSE:  3.71398065895
AVG_MAE:  21.1214732772
AVG_MAE_PER_AREA:  1.64404087357
STD_MAE:  12.9005399019
CV_MAE:  1.0041446736



ITERATION 1422 OF 6498
HP:  5
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.52149371365
AVG_RMSE_PER_AREA:  1.36944953139
STD_RMSE:  0.303443049172
CV_RMSE:  0.273119722918
AVG_MAE:  1.22381232638
AVG_MAE_PER_AREA:  1.10151570252
STD_MAE:  0.210062455333
CV_MAE:  0.189070732556



ITERATION 1423 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  63.7895609537
AVG_RMSE_PER_AREA:  4.96521450652
STD_RMSE:  28.2410130093
CV_RMSE:  2.19820743984
AVG_MAE:  20.421842676
AVG_MAE_PER_AREA:  1.58958343636
STD_MAE:  3.4693959028
CV_MAE:  0.270048807484



ITERATION 1424 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.56926257963
AVG_RMSE_PER_AREA:  1.41244481329
STD_RMSE:  0.0248262671541
CV_RMSE:  0.0223453568131
AVG_MAE:  1.23627944119
AVG_MAE_PER_AREA:  1.11273696777
STD_MAE:  0.0103935369887
CV_MAE:  0.00935490185141



ITERATION 1425 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  68.7615108192
AVG_RMSE_PER_AREA:  5.35221822984
STD_RMSE:  27.8758743976
CV_RMSE:  2.16978599432
AVG_MAE:  23.6997628827
AVG_MAE_PER_AREA:  1.8447282707
STD_MAE:  6.43649960525
CV_MAE:  0.501000488692



ITERATION 1426 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.5995075726
AVG_RMSE_PER_AREA:  1.43966739797
STD_RMSE:  0.0868037833486
CV_RMSE:  0.0781294062298
AVG_MAE:  1.2626430987
AVG_MAE_PER_AREA:  1.13646608219
STD_MAE:  0.0813790369366
CV_MAE:  0.0732467594169



ITERATION 1427 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  62.7646557024
AVG_RMSE_PER_AREA:  4.8854385315
STD_RMSE:  34.9355586565
CV_RMSE:  2.7192935653
AVG_MAE:  21.7186566351
AVG_MAE_PER_AREA:  1.69052408223
STD_MAE:  7.3183396899
CV_MAE:  0.569640641019



ITERATION 1428 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.58894019363
AVG_RMSE_PER_AREA:  1.43015602632
STD_RMSE:  0.0757476180167
CV_RMSE:  0.0681780930585
AVG_MAE:  1.24634027361
AVG_MAE_PER_AREA:  1.12179241251
STD_MAE:  0.0663861780898
CV_MAE:  0.0597521499172



ITERATION 1429 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.6589332776
AVG_RMSE_PER_AREA:  4.48802229801
STD_RMSE:  38.0424533677
CV_RMSE:  2.96112621722
AVG_MAE:  21.057971298
AVG_MAE_PER_AREA:  1.63909804368
STD_MAE:  7.03284985982
CV_MAE:  0.547418850736



ITERATION 1430 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.56155969689
AVG_RMSE_PER_AREA:  1.40551168629
STD_RMSE:  0.14655698064
CV_RMSE:  0.131911414854
AVG_MAE:  1.25363900895
AVG_MAE_PER_AREA:  1.12836177892
STD_MAE:  0.12151565589
CV_MAE:  0.109372491337



ITERATION 1431 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  59.8779756571
AVG_RMSE_PER_AREA:  4.66074681984
STD_RMSE:  38.8508639014
CV_RMSE:  3.02405080315
AVG_MAE:  20.8666647813
AVG_MAE_PER_AREA:  1.62420723902
STD_MAE:  7.19369465087
CV_MAE:  0.559938593431



ITERATION 1432 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.53135599101
AVG_RMSE_PER_AREA:  1.37832626285
STD_RMSE:  0.15334558704
CV_RMSE:  0.138021629948
AVG_MAE:  1.216136068
AVG_MAE_PER_AREA:  1.09460653928
STD_MAE:  0.117232075866
CV_MAE:  0.105516973168



ITERATION 1433 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  55.6141701898
AVG_RMSE_PER_AREA:  4.32886322568
STD_RMSE:  42.2878643785
CV_RMSE:  3.29157803444
AVG_MAE:  21.3735396518
AVG_MAE_PER_AREA:  1.6636610685
STD_MAE:  11.5027502423
CV_MAE:  0.895344340266



ITERATION 1434 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.53913842381
AVG_RMSE_PER_AREA:  1.38533099041
STD_RMSE:  0.201182644074
CV_RMSE:  0.181078288513
AVG_MAE:  1.23925642092
AVG_MAE_PER_AREA:  1.11541645534
STD_MAE:  0.153231597924
CV_MAE:  0.137919031862



ITERATION 1435 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  53.5085225848
AVG_RMSE_PER_AREA:  4.16496505994
STD_RMSE:  43.2471873533
CV_RMSE:  3.36624925462
AVG_MAE:  20.9895495798
AVG_MAE_PER_AREA:  1.63377227404
STD_MAE:  10.6526651606
CV_MAE:  0.829175915275



ITERATION 1436 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.53189060587
AVG_RMSE_PER_AREA:  1.37880745319
STD_RMSE:  0.183411697786
CV_RMSE:  0.165083208252
AVG_MAE:  1.22883080519
AVG_MAE_PER_AREA:  1.1060326804
STD_MAE:  0.147271254958
CV_MAE:  0.132554311122



ITERATION 1437 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  50.2123511201
AVG_RMSE_PER_AREA:  3.90839959487
STD_RMSE:  47.878597391
CV_RMSE:  3.72674623816
AVG_MAE:  20.5721388193
AVG_MAE_PER_AREA:  1.60128209959
STD_MAE:  12.3741866227
CV_MAE:  0.963174695152



ITERATION 1438 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.5451467497
AVG_RMSE_PER_AREA:  1.3907388991
STD_RMSE:  0.206613017815
CV_RMSE:  0.185966000311
AVG_MAE:  1.25826369278
AVG_MAE_PER_AREA:  1.13252431409
STD_MAE:  0.143744401242
CV_MAE:  0.129379898947



ITERATION 1439 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  50.345655608
AVG_RMSE_PER_AREA:  3.91877567157
STD_RMSE:  47.6488377173
CV_RMSE:  3.70886233916
AVG_MAE:  21.6964674343
AVG_MAE_PER_AREA:  1.6887969322
STD_MAE:  11.8716092566
CV_MAE:  0.924055372311



ITERATION 1440 OF 6498
HP:  5
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.52583742111
AVG_RMSE_PER_AREA:  1.37335916841
STD_RMSE:  0.26330299693
CV_RMSE:  0.236990900801
AVG_MAE:  1.24651761161
AVG_MAE_PER_AREA:  1.12195202897
STD_MAE:  0.174733186062
CV_MAE:  0.157271947708



ITERATION 1441 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  64.8234294077
AVG_RMSE_PER_AREA:  5.04568815408
STD_RMSE:  27.0721048202
CV_RMSE:  2.10722264844
AVG_MAE:  21.1238639602
AVG_MAE_PER_AREA:  1.64422695816
STD_MAE:  2.46535007917
CV_MAE:  0.191896476378



ITERATION 1442 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.50381675072
AVG_RMSE_PER_AREA:  1.35353904265
STD_RMSE:  0.0433333844183
CV_RMSE:  0.0390030418482
AVG_MAE:  1.18948776534
AVG_MAE_PER_AREA:  1.07062122454
STD_MAE:  0.0338352869413
CV_MAE:  0.0304540974639



ITERATION 1443 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  66.0954044743
AVG_RMSE_PER_AREA:  5.14469540476
STD_RMSE:  26.0992156443
CV_RMSE:  2.03149547024
AVG_MAE:  21.0711407767
AVG_MAE_PER_AREA:  1.64012312186
STD_MAE:  2.92910470835
CV_MAE:  0.227993937748



ITERATION 1444 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.49242067412
AVG_RMSE_PER_AREA:  1.34328178584
STD_RMSE:  0.108040636315
CV_RMSE:  0.0972440421187
AVG_MAE:  1.17974799615
AVG_MAE_PER_AREA:  1.06185475891
STD_MAE:  0.0925243527905
CV_MAE:  0.0832783142215



ITERATION 1445 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.1053046032
AVG_RMSE_PER_AREA:  4.52276668798
STD_RMSE:  35.4021147299
CV_RMSE:  2.75560908384
AVG_MAE:  19.1568827418
AVG_MAE_PER_AREA:  1.49112222545
STD_MAE:  4.98753683454
CV_MAE:  0.38821697269



ITERATION 1446 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48303208538
AVG_RMSE_PER_AREA:  1.33483140689
STD_RMSE:  0.1144101338
CV_RMSE:  0.102977030213
AVG_MAE:  1.17774103865
AVG_MAE_PER_AREA:  1.06004835841
STD_MAE:  0.0918936808557
CV_MAE:  0.0827106658784



ITERATION 1447 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.5916943629
AVG_RMSE_PER_AREA:  4.48278859473
STD_RMSE:  36.8303428839
CV_RMSE:  2.86677867089
AVG_MAE:  19.4019562412
AVG_MAE_PER_AREA:  1.51019811304
STD_MAE:  5.44328285093
CV_MAE:  0.423691064345



ITERATION 1448 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4812272202
AVG_RMSE_PER_AREA:  1.33320690345
STD_RMSE:  0.108380279389
CV_RMSE:  0.0975497443659
AVG_MAE:  1.16253074476
AVG_MAE_PER_AREA:  1.04635804234
STD_MAE:  0.0899975075525
CV_MAE:  0.0810039788128



ITERATION 1449 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  56.0192058884
AVG_RMSE_PER_AREA:  4.3603901573
STD_RMSE:  39.6973484618
CV_RMSE:  3.08993897287
AVG_MAE:  20.1134470588
AVG_MAE_PER_AREA:  1.56557871883
STD_MAE:  7.02007685655
CV_MAE:  0.546424633183



ITERATION 1450 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4956151052
AVG_RMSE_PER_AREA:  1.34615699466
STD_RMSE:  0.148504722172
CV_RMSE:  0.133664516891
AVG_MAE:  1.19600106332
AVG_MAE_PER_AREA:  1.07648364303
STD_MAE:  0.1026509187
CV_MAE:  0.0923929236441



ITERATION 1451 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.6380804669
AVG_RMSE_PER_AREA:  4.25288692518
STD_RMSE:  42.1637029242
CV_RMSE:  3.28191362784
AVG_MAE:  19.8428162476
AVG_MAE_PER_AREA:  1.54451351616
STD_MAE:  8.00692909709
CV_MAE:  0.623238660232



ITERATION 1452 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48886898913
AVG_RMSE_PER_AREA:  1.3400850238
STD_RMSE:  0.149347558945
CV_RMSE:  0.134423128257
AVG_MAE:  1.18472886091
AVG_MAE_PER_AREA:  1.06633788155
STD_MAE:  0.107192771654
CV_MAE:  0.0964809053064



ITERATION 1453 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  52.2146004696
AVG_RMSE_PER_AREA:  4.06424950773
STD_RMSE:  45.2046196853
CV_RMSE:  3.5186107267
AVG_MAE:  20.2712709244
AVG_MAE_PER_AREA:  1.5778633205
STD_MAE:  10.417636049
CV_MAE:  0.810881856859



ITERATION 1454 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.49639244668
AVG_RMSE_PER_AREA:  1.34685665574
STD_RMSE:  0.18855571451
CV_RMSE:  0.169713178938
AVG_MAE:  1.18921834386
AVG_MAE_PER_AREA:  1.07037872658
STD_MAE:  0.128842754695
CV_MAE:  0.115967386823



ITERATION 1455 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.7803458315
AVG_RMSE_PER_AREA:  3.87477342009
STD_RMSE:  47.9577274494
CV_RMSE:  3.73290551732
AVG_MAE:  19.9469515455
AVG_MAE_PER_AREA:  1.55261913852
STD_MAE:  11.5556809441
CV_MAE:  0.899464329251



ITERATION 1456 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.47795710047
AVG_RMSE_PER_AREA:  1.33026356961
STD_RMSE:  0.221104880516
CV_RMSE:  0.199009678644
AVG_MAE:  1.18926646782
AVG_MAE_PER_AREA:  1.07042204148
STD_MAE:  0.164193070586
CV_MAE:  0.147785115084



ITERATION 1457 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  48.9444914717
AVG_RMSE_PER_AREA:  3.80971267769
STD_RMSE:  49.4666939356
CV_RMSE:  3.85035956741
AVG_MAE:  20.4550293865
AVG_MAE_PER_AREA:  1.59216660411
STD_MAE:  13.4629099718
CV_MAE:  1.04791810592



ITERATION 1458 OF 6498
HP:  5
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.48809092815
AVG_RMSE_PER_AREA:  1.33938471513
STD_RMSE:  0.282200712415
CV_RMSE:  0.254000151238
AVG_MAE:  1.19500284514
AVG_MAE_PER_AREA:  1.07558517765
STD_MAE:  0.203958257762
CV_MAE:  0.183576532726



ITERATION 1459 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  75.2825085309
AVG_RMSE_PER_AREA:  5.85979583268
STD_RMSE:  18.4342416704
CV_RMSE:  1.43487371272
AVG_MAE:  26.463432473
AVG_MAE_PER_AREA:  2.05984516656
STD_MAE:  1.96332990571
CV_MAE:  0.152820523973



ITERATION 1460 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.51825272606
AVG_RMSE_PER_AREA:  1.36653241849
STD_RMSE:  0.0820477437511
CV_RMSE:  0.0738486417813
AVG_MAE:  1.22169791284
AVG_MAE_PER_AREA:  1.09961258415
STD_MAE:  0.0514605480234
CV_MAE:  0.0463180509677



ITERATION 1461 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  67.9370258758
AVG_RMSE_PER_AREA:  5.28804245343
STD_RMSE:  29.1330857833
CV_RMSE:  2.26764407826
AVG_MAE:  24.470382599
AVG_MAE_PER_AREA:  1.90471131709
STD_MAE:  6.18542896067
CV_MAE:  0.481457798822



ITERATION 1462 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.53602159129
AVG_RMSE_PER_AREA:  1.38252562566
STD_RMSE:  0.0764329571604
CV_RMSE:  0.068794945669
AVG_MAE:  1.20618241213
AVG_MAE_PER_AREA:  1.08564756085
STD_MAE:  0.0797948592791
CV_MAE:  0.0718208900023



ITERATION 1463 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.4196896369
AVG_RMSE_PER_AREA:  4.5472376062
STD_RMSE:  36.9642794012
CV_RMSE:  2.87720394312
AVG_MAE:  19.8390584969
AVG_MAE_PER_AREA:  1.54422102256
STD_MAE:  7.08374840411
CV_MAE:  0.551380661833



ITERATION 1464 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.53466815416
AVG_RMSE_PER_AREA:  1.38130743867
STD_RMSE:  0.100048790473
CV_RMSE:  0.0900508283412
AVG_MAE:  1.20244740866
AVG_MAE_PER_AREA:  1.0822857995
STD_MAE:  0.078563645114
CV_MAE:  0.0707127121332



ITERATION 1465 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  59.3149700467
AVG_RMSE_PER_AREA:  4.61692391869
STD_RMSE:  36.460711524
CV_RMSE:  2.83800752146
AVG_MAE:  21.9799327149
AVG_MAE_PER_AREA:  1.71086113679
STD_MAE:  8.708276409
CV_MAE:  0.677829721766



ITERATION 1466 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.49254865965
AVG_RMSE_PER_AREA:  1.34339698166
STD_RMSE:  0.136255861183
CV_RMSE:  0.122639695171
AVG_MAE:  1.15144433299
AVG_MAE_PER_AREA:  1.03637950528
STD_MAE:  0.113794504416
CV_MAE:  0.102422921205



ITERATION 1467 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.1112326331
AVG_RMSE_PER_AREA:  4.05620362257
STD_RMSE:  41.1689757394
CV_RMSE:  3.20448663549
AVG_MAE:  18.4009391403
AVG_MAE_PER_AREA:  1.43228152988
STD_MAE:  7.64416630069
CV_MAE:  0.595002142028



ITERATION 1468 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.5197162404
AVG_RMSE_PER_AREA:  1.36784968259
STD_RMSE:  0.126542098597
CV_RMSE:  0.113896637279
AVG_MAE:  1.19348275392
AVG_MAE_PER_AREA:  1.07421699046
STD_MAE:  0.095999146546
CV_MAE:  0.0864058688328



ITERATION 1469 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.9108862192
AVG_RMSE_PER_AREA:  4.04060917568
STD_RMSE:  42.9436009771
CV_RMSE:  3.34261887597
AVG_MAE:  18.3955396518
AVG_MAE_PER_AREA:  1.43186124766
STD_MAE:  8.25795891899
CV_MAE:  0.64277817257



ITERATION 1470 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47895562094
AVG_RMSE_PER_AREA:  1.33116230706
STD_RMSE:  0.154849681639
CV_RMSE:  0.139375419073
AVG_MAE:  1.16161490785
AVG_MAE_PER_AREA:  1.0455337258
STD_MAE:  0.106742105442
CV_MAE:  0.0960752745579



ITERATION 1471 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.1508972333
AVG_RMSE_PER_AREA:  3.9036161832
STD_RMSE:  42.9754116208
CV_RMSE:  3.34509493424
AVG_MAE:  19.4004311485
AVG_MAE_PER_AREA:  1.51007940376
STD_MAE:  10.6693238607
CV_MAE:  0.830472585415



ITERATION 1472 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45630952322
AVG_RMSE_PER_AREA:  1.31077925346
STD_RMSE:  0.192098676724
CV_RMSE:  0.172902089875
AVG_MAE:  1.15671391526
AVG_MAE_PER_AREA:  1.04112249363
STD_MAE:  0.141104385863
CV_MAE:  0.127003702587



ITERATION 1473 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  50.1644701013
AVG_RMSE_PER_AREA:  3.90467266015
STD_RMSE:  46.7455850154
CV_RMSE:  3.63855548407
AVG_MAE:  21.2337151211
AVG_MAE_PER_AREA:  1.65277748852
STD_MAE:  13.081344255
CV_MAE:  1.01821801701



ITERATION 1474 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.48699693449
AVG_RMSE_PER_AREA:  1.3384000452
STD_RMSE:  0.263017893387
CV_RMSE:  0.236734287901
AVG_MAE:  1.17389805975
AVG_MAE_PER_AREA:  1.05658941172
STD_MAE:  0.208533395113
CV_MAE:  0.187694472646



ITERATION 1475 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.5826931327
AVG_RMSE_PER_AREA:  3.47020157175
STD_RMSE:  49.6147613372
CV_RMSE:  3.86188475114
AVG_MAE:  18.270633614
AVG_MAE_PER_AREA:  1.4221388846
STD_MAE:  13.0702150884
CV_MAE:  1.01735175145



ITERATION 1476 OF 6498
HP:  5
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.49291845241
AVG_RMSE_PER_AREA:  1.34372982071
STD_RMSE:  0.298547211901
CV_RMSE:  0.268713130898
AVG_MAE:  1.1815513413
AVG_MAE_PER_AREA:  1.06347789422
STD_MAE:  0.218587713094
CV_MAE:  0.196744053938



ITERATION 1477 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.2921676394
AVG_RMSE_PER_AREA:  4.30379937964
STD_RMSE:  34.0376702785
CV_RMSE:  2.64940425531
AVG_MAE:  16.1574200161
AVG_MAE_PER_AREA:  1.25765180153
STD_MAE:  3.83324200976
CV_MAE:  0.298369647781



ITERATION 1478 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49504952201
AVG_RMSE_PER_AREA:  1.34564793068
STD_RMSE:  0.0605645614459
CV_RMSE:  0.0545122924577
AVG_MAE:  1.16290966245
AVG_MAE_PER_AREA:  1.04669909446
STD_MAE:  0.0201520304424
CV_MAE:  0.0181382206173



ITERATION 1479 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  73.1220174273
AVG_RMSE_PER_AREA:  5.6916287908
STD_RMSE:  26.7842776114
CV_RMSE:  2.08481892264
AVG_MAE:  23.2723410381
AVG_MAE_PER_AREA:  1.81145885934
STD_MAE:  9.48382457136
CV_MAE:  0.738196385663



ITERATION 1480 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.51767006822
AVG_RMSE_PER_AREA:  1.36600798615
STD_RMSE:  0.0891581982572
CV_RMSE:  0.080248542421
AVG_MAE:  1.15700726001
AVG_MAE_PER_AREA:  1.04138652419
STD_MAE:  0.0382120512478
CV_MAE:  0.0343934879293



ITERATION 1481 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.0168258012
AVG_RMSE_PER_AREA:  4.51587972678
STD_RMSE:  36.8702883292
CV_RMSE:  2.86988792108
AVG_MAE:  18.8220281906
AVG_MAE_PER_AREA:  1.46505801289
STD_MAE:  7.50345140599
CV_MAE:  0.584049258421



ITERATION 1482 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.5198798448
AVG_RMSE_PER_AREA:  1.36799693785
STD_RMSE:  0.0782618283793
CV_RMSE:  0.0704410562058
AVG_MAE:  1.15888877828
AVG_MAE_PER_AREA:  1.04308002072
STD_MAE:  0.060926800852
CV_MAE:  0.0548383329668



ITERATION 1483 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.1818653588
AVG_RMSE_PER_AREA:  4.06170149133
STD_RMSE:  42.8088661155
CV_RMSE:  3.33213146268
AVG_MAE:  17.5458995765
AVG_MAE_PER_AREA:  1.36572746081
STD_MAE:  12.4081285646
CV_MAE:  0.965816648159



ITERATION 1484 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.52080962575
AVG_RMSE_PER_AREA:  1.36883380499
STD_RMSE:  0.11274949638
CV_RMSE:  0.101482341726
AVG_MAE:  1.14505254151
AVG_MAE_PER_AREA:  1.03062645104
STD_MAE:  0.0992675177805
CV_MAE:  0.089347628904



ITERATION 1485 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.8851574847
AVG_RMSE_PER_AREA:  4.34995617612
STD_RMSE:  40.8050045611
CV_RMSE:  3.17615605996
AVG_MAE:  17.4254595023
AVG_MAE_PER_AREA:  1.35635271681
STD_MAE:  8.16277750851
CV_MAE:  0.635369497655



ITERATION 1486 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.52573500507
AVG_RMSE_PER_AREA:  1.3732669869
STD_RMSE:  0.171596301032
CV_RMSE:  0.154448534311
AVG_MAE:  1.16736872714
AVG_MAE_PER_AREA:  1.05071256096
STD_MAE:  0.114882931179
CV_MAE:  0.103402580541



ITERATION 1487 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  55.0636115997
AVG_RMSE_PER_AREA:  4.28600916841
STD_RMSE:  43.2548931249
CV_RMSE:  3.36684905196
AVG_MAE:  18.2680464217
AVG_MAE_PER_AREA:  1.42193750423
STD_MAE:  10.4746273784
CV_MAE:  0.815317914597



ITERATION 1488 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.51409907541
AVG_RMSE_PER_AREA:  1.36279384574
STD_RMSE:  0.120052943356
CV_RMSE:  0.108055948931
AVG_MAE:  1.14478602769
AVG_MAE_PER_AREA:  1.03038657018
STD_MAE:  0.0922154909549
CV_MAE:  0.0830003172162



ITERATION 1489 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.5993036674
AVG_RMSE_PER_AREA:  3.93851898074
STD_RMSE:  46.7501493893
CV_RMSE:  3.63891076313
AVG_MAE:  17.6469626891
AVG_MAE_PER_AREA:  1.37359395221
STD_MAE:  11.3943184281
CV_MAE:  0.886904288187



ITERATION 1490 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.50269734934
AVG_RMSE_PER_AREA:  1.35253150402
STD_RMSE:  0.164666079058
CV_RMSE:  0.148210855411
AVG_MAE:  1.15556220055
AVG_MAE_PER_AREA:  1.04008587078
STD_MAE:  0.121166561532
CV_MAE:  0.10905828228



ITERATION 1491 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.234266105
AVG_RMSE_PER_AREA:  3.75443057133
STD_RMSE:  50.4724965144
CV_RMSE:  3.92864863979
AVG_MAE:  17.6114857978
AVG_MAE_PER_AREA:  1.37083252271
STD_MAE:  12.1988803925
CV_MAE:  0.949529311422



ITERATION 1492 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4881083986
AVG_RMSE_PER_AREA:  1.33940043974
STD_RMSE:  0.224179180959
CV_RMSE:  0.201776761585
AVG_MAE:  1.1389562975
AVG_MAE_PER_AREA:  1.02513940997
STD_MAE:  0.152194375248
CV_MAE:  0.136985459746



ITERATION 1493 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.112392749
AVG_RMSE_PER_AREA:  3.51143202042
STD_RMSE:  53.0525261943
CV_RMSE:  4.1294714798
AVG_MAE:  17.5115141777
AVG_MAE_PER_AREA:  1.36305099026
STD_MAE:  14.9538157414
CV_MAE:  1.16396635651



ITERATION 1494 OF 6498
HP:  5
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.50381031586
AVG_RMSE_PER_AREA:  1.35353325083
STD_RMSE:  0.284952463597
CV_RMSE:  0.256476917545
AVG_MAE:  1.16819591953
AVG_MAE_PER_AREA:  1.05145709129
STD_MAE:  0.215228491278
CV_MAE:  0.193720522062



ITERATION 1495 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.704387054
AVG_RMSE_PER_AREA:  4.25804805849
STD_RMSE:  34.4944794486
CV_RMSE:  2.6849611001
AVG_MAE:  12.9229589775
AVG_MAE_PER_AREA:  1.00588971648
STD_MAE:  4.14147469395
CV_MAE:  0.32236168303



ITERATION 1496 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.64844208856
AVG_RMSE_PER_AREA:  1.48371184544
STD_RMSE:  0.141502856242
CV_RMSE:  0.127362353477
AVG_MAE:  1.10113360312
AVG_MAE_PER_AREA:  0.991096370144
STD_MAE:  0.034794578057
CV_MAE:  0.0313175257891



ITERATION 1497 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.9007636007
AVG_RMSE_PER_AREA:  4.27333350119
STD_RMSE:  34.2534746704
CV_RMSE:  2.66620191125
AVG_MAE:  12.8555491412
AVG_MAE_PER_AREA:  1.0006427091
STD_MAE:  4.10853274677
CV_MAE:  0.319797567028



ITERATION 1498 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.72806007636
AVG_RMSE_PER_AREA:  1.55537353888
STD_RMSE:  0.0744387584882
CV_RMSE:  0.0670000289943
AVG_MAE:  1.10641398461
AVG_MAE_PER_AREA:  0.995849078545
STD_MAE:  0.0869319660561
CV_MAE:  0.0782447795285



ITERATION 1499 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.3528161453
AVG_RMSE_PER_AREA:  3.99717044393
STD_RMSE:  39.4848465771
CV_RMSE:  3.07339837556
AVG_MAE:  12.9685770879
AVG_MAE_PER_AREA:  1.00944051225
STD_MAE:  5.9583286537
CV_MAE:  0.46378089806



ITERATION 1500 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.70826846544
AVG_RMSE_PER_AREA:  1.53755972075
STD_RMSE:  0.177259279522
CV_RMSE:  0.159545606464
AVG_MAE:  1.11491551707
AVG_MAE_PER_AREA:  1.00350104552
STD_MAE:  0.118820426947
CV_MAE:  0.106946598952



ITERATION 1501 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.8064358511
AVG_RMSE_PER_AREA:  3.95464161441
STD_RMSE:  39.7753077486
CV_RMSE:  3.0960071222
AVG_MAE:  12.889545809
AVG_MAE_PER_AREA:  1.00328892183
STD_MAE:  5.78257858952
CV_MAE:  0.45010096744



ITERATION 1502 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.66702804659
AVG_RMSE_PER_AREA:  1.50044049261
STD_RMSE:  0.139881282058
CV_RMSE:  0.125902824603
AVG_MAE:  1.09622470998
AVG_MAE_PER_AREA:  0.986678026936
STD_MAE:  0.140088208624
CV_MAE:  0.126089072819



ITERATION 1503 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.6970415828
AVG_RMSE_PER_AREA:  3.71261440343
STD_RMSE:  43.5899852983
CV_RMSE:  3.39293176041
AVG_MAE:  12.8127564857
AVG_MAE_PER_AREA:  0.997311839431
STD_MAE:  7.94475498726
CV_MAE:  0.618399188265



ITERATION 1504 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.6298525748
AVG_RMSE_PER_AREA:  1.46697999786
STD_RMSE:  0.203744015075
CV_RMSE:  0.183383699495
AVG_MAE:  1.08630949669
AVG_MAE_PER_AREA:  0.977753649485
STD_MAE:  0.183859732544
CV_MAE:  0.16548647051



ITERATION 1505 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.1009750978
AVG_RMSE_PER_AREA:  3.66621812928
STD_RMSE:  44.4408695936
CV_RMSE:  3.45916239412
AVG_MAE:  13.0254197292
AVG_MAE_PER_AREA:  1.0138649965
STD_MAE:  7.6972742306
CV_MAE:  0.59913592599



ITERATION 1506 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.62349079622
AVG_RMSE_PER_AREA:  1.46125395732
STD_RMSE:  0.228959497236
CV_RMSE:  0.206079376724
AVG_MAE:  1.1167552924
AVG_MAE_PER_AREA:  1.0051569705
STD_MAE:  0.135577417119
CV_MAE:  0.122029048609



ITERATION 1507 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.7975925624
AVG_RMSE_PER_AREA:  3.40909137311
STD_RMSE:  47.1743128386
CV_RMSE:  3.67192654942
AVG_MAE:  12.8220609524
AVG_MAE_PER_AREA:  0.998036075064
STD_MAE:  8.94128053849
CV_MAE:  0.695966160809



ITERATION 1508 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.6545322812
AVG_RMSE_PER_AREA:  1.48919343986
STD_RMSE:  0.206965936317
CV_RMSE:  0.186283651362
AVG_MAE:  1.09724051249
AVG_MAE_PER_AREA:  0.987592319424
STD_MAE:  0.147229369417
CV_MAE:  0.132516611239



ITERATION 1509 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.1963542598
AVG_RMSE_PER_AREA:  3.20661770873
STD_RMSE:  49.8502576602
CV_RMSE:  3.88021517609
AVG_MAE:  12.9156842105
AVG_MAE_PER_AREA:  1.00532346743
STD_MAE:  11.0619523066
CV_MAE:  0.861033768564



ITERATION 1510 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.64930496874
AVG_RMSE_PER_AREA:  1.48448849726
STD_RMSE:  0.328817163412
CV_RMSE:  0.295958179984
AVG_MAE:  1.1086235156
AVG_MAE_PER_AREA:  0.997837809191
STD_MAE:  0.249218564812
CV_MAE:  0.224313938161



ITERATION 1511 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  37.8610026213
AVG_RMSE_PER_AREA:  2.94700256023
STD_RMSE:  51.7858040557
CV_RMSE:  4.03087310346
AVG_MAE:  12.8600910809
AVG_MAE_PER_AREA:  1.00099624195
STD_MAE:  12.5060391138
CV_MAE:  0.973437752175



ITERATION 1512 OF 6498
HP:  5
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.58023826715
AVG_RMSE_PER_AREA:  1.42232369087
STD_RMSE:  0.377380200282
CV_RMSE:  0.339668270593
AVG_MAE:  1.09604404205
AVG_MAE_PER_AREA:  0.986515413314
STD_MAE:  0.237079283997
CV_MAE:  0.213387746174



ITERATION 1513 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.1220932942
AVG_RMSE_PER_AREA:  4.67974830558
STD_RMSE:  27.8916195352
CV_RMSE:  2.17101155512
AVG_MAE:  19.7150054891
AVG_MAE_PER_AREA:  1.53456505715
STD_MAE:  3.53014087275
CV_MAE:  0.274777038898



ITERATION 1514 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49075248781
AVG_RMSE_PER_AREA:  1.34178030282
STD_RMSE:  0.0312352750021
CV_RMSE:  0.0281139069657
AVG_MAE:  1.1994714491
AVG_MAE_PER_AREA:  1.07960723015
STD_MAE:  0.0209050829719
CV_MAE:  0.0188160199564



ITERATION 1515 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  64.8587950046
AVG_RMSE_PER_AREA:  5.04844092071
STD_RMSE:  26.9313084823
CV_RMSE:  2.0962634255
AVG_MAE:  21.821648245
AVG_MAE_PER_AREA:  1.69854068287
STD_MAE:  4.36880960108
CV_MAE:  0.340056844462



ITERATION 1516 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.53299442327
AVG_RMSE_PER_AREA:  1.37980096516
STD_RMSE:  0.0735315547864
CV_RMSE:  0.0661834829427
AVG_MAE:  1.21395275429
AVG_MAE_PER_AREA:  1.09264140599
STD_MAE:  0.0680849918102
CV_MAE:  0.0612811997137



ITERATION 1517 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  61.7958524163
AVG_RMSE_PER_AREA:  4.8100293884
STD_RMSE:  33.0394801352
CV_RMSE:  2.57170771522
AVG_MAE:  21.4317777543
AVG_MAE_PER_AREA:  1.66819417182
STD_MAE:  5.66159044462
CV_MAE:  0.440683563036



ITERATION 1518 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.52263757453
AVG_RMSE_PER_AREA:  1.37047908526
STD_RMSE:  0.0902203396477
CV_RMSE:  0.0812045431041
AVG_MAE:  1.19892592239
AVG_MAE_PER_AREA:  1.0791162184
STD_MAE:  0.0684004077006
CV_MAE:  0.0615650958215



ITERATION 1519 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.3630822607
AVG_RMSE_PER_AREA:  4.46499401973
STD_RMSE:  36.300405477
CV_RMSE:  2.82552971321
AVG_MAE:  20.8480161323
AVG_MAE_PER_AREA:  1.62275567639
STD_MAE:  7.99732863736
CV_MAE:  0.622491385267



ITERATION 1520 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.51596072932
AVG_RMSE_PER_AREA:  1.36446946297
STD_RMSE:  0.0860752400609
CV_RMSE:  0.0774736669028
AVG_MAE:  1.19052319236
AVG_MAE_PER_AREA:  1.07155318044
STD_MAE:  0.082009353411
CV_MAE:  0.073814087821



ITERATION 1521 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  58.4039665655
AVG_RMSE_PER_AREA:  4.54601376297
STD_RMSE:  36.6387855112
CV_RMSE:  2.85186834024
AVG_MAE:  20.6160684012
AVG_MAE_PER_AREA:  1.60470146467
STD_MAE:  6.39595481173
CV_MAE:  0.497844586786



ITERATION 1522 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.51351634579
AVG_RMSE_PER_AREA:  1.3622693488
STD_RMSE:  0.109116398709
CV_RMSE:  0.0982123026465
AVG_MAE:  1.191462412
AVG_MAE_PER_AREA:  1.07239854305
STD_MAE:  0.0796878110893
CV_MAE:  0.0717245392307



ITERATION 1523 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.111313256
AVG_RMSE_PER_AREA:  4.21188472736
STD_RMSE:  40.7833410886
CV_RMSE:  3.17446983127
AVG_MAE:  20.5489168279
AVG_MAE_PER_AREA:  1.59947455981
STD_MAE:  9.92570077003
CV_MAE:  0.772590886565



ITERATION 1524 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.51274614544
AVG_RMSE_PER_AREA:  1.36157611523
STD_RMSE:  0.161669628976
CV_RMSE:  0.145513843176
AVG_MAE:  1.19720109647
AVG_MAE_PER_AREA:  1.07756375582
STD_MAE:  0.135354298718
CV_MAE:  0.121828226623



ITERATION 1525 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.6599773556
AVG_RMSE_PER_AREA:  3.94324166377
STD_RMSE:  44.4436437622
CV_RMSE:  3.45937832824
AVG_MAE:  20.5444230812
AVG_MAE_PER_AREA:  1.59912477819
STD_MAE:  11.7840016201
CV_MAE:  0.917236220383



ITERATION 1526 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.51235492884
AVG_RMSE_PER_AREA:  1.36122399325
STD_RMSE:  0.197455847227
CV_RMSE:  0.177723913698
AVG_MAE:  1.20276406701
AVG_MAE_PER_AREA:  1.0825708139
STD_MAE:  0.150280051203
CV_MAE:  0.135262435757



ITERATION 1527 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.7663795729
AVG_RMSE_PER_AREA:  3.79584890797
STD_RMSE:  46.9810859923
CV_RMSE:  3.65688627126
AVG_MAE:  20.5576945141
AVG_MAE_PER_AREA:  1.60015779221
STD_MAE:  13.5707150204
CV_MAE:  1.05630937219



ITERATION 1528 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.49987186692
AVG_RMSE_PER_AREA:  1.3499883745
STD_RMSE:  0.240270922067
CV_RMSE:  0.216260441092
AVG_MAE:  1.18895333251
AVG_MAE_PER_AREA:  1.07014019805
STD_MAE:  0.19779193763
CV_MAE:  0.178026418296



ITERATION 1529 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.2405352499
AVG_RMSE_PER_AREA:  3.67708113071
STD_RMSE:  47.6673383799
CV_RMSE:  3.71030238291
AVG_MAE:  20.3448963739
AVG_MAE_PER_AREA:  1.58359413514
STD_MAE:  12.8287476582
CV_MAE:  0.998556550957



ITERATION 1530 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.49349678477
AVG_RMSE_PER_AREA:  1.34425035982
STD_RMSE:  0.256976662955
CV_RMSE:  0.231296762849
AVG_MAE:  1.19090621413
AVG_MAE_PER_AREA:  1.07189792652
STD_MAE:  0.189926195811
CV_MAE:  0.170946706857



ITERATION 1531 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  66.1934793672
AVG_RMSE_PER_AREA:  5.15232930087
STD_RMSE:  26.2238960535
CV_RMSE:  2.04120027095
AVG_MAE:  20.6481890935
AVG_MAE_PER_AREA:  1.60720165632
STD_MAE:  1.16403131071
CV_MAE:  0.0906051878013



ITERATION 1532 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46661626616
AVG_RMSE_PER_AREA:  1.32005603468
STD_RMSE:  0.0842236883476
CV_RMSE:  0.075807142353
AVG_MAE:  1.14780077761
AVG_MAE_PER_AREA:  1.03310005354
STD_MAE:  0.0409573696553
CV_MAE:  0.0368644642947



ITERATION 1533 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.9345993354
AVG_RMSE_PER_AREA:  4.89866650453
STD_RMSE:  28.5179545141
CV_RMSE:  2.21976385058
AVG_MAE:  21.8319541075
AVG_MAE_PER_AREA:  1.69934286457
STD_MAE:  4.87683589594
CV_MAE:  0.37960029783



ITERATION 1534 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.49346190251
AVG_RMSE_PER_AREA:  1.34421896338
STD_RMSE:  0.137812405992
CV_RMSE:  0.124040693111
AVG_MAE:  1.19737610508
AVG_MAE_PER_AREA:  1.07772127567
STD_MAE:  0.12424347113
CV_MAE:  0.111827713642



ITERATION 1535 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  62.4009681482
AVG_RMSE_PER_AREA:  4.85713003254
STD_RMSE:  31.2747815612
CV_RMSE:  2.43434814058
AVG_MAE:  21.6885600571
AVG_MAE_PER_AREA:  1.68818144241
STD_MAE:  4.31808006734
CV_MAE:  0.336108188709



ITERATION 1536 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47909610038
AVG_RMSE_PER_AREA:  1.33128874827
STD_RMSE:  0.121366980461
CV_RMSE:  0.109238673172
AVG_MAE:  1.18612620495
AVG_MAE_PER_AREA:  1.06759558779
STD_MAE:  0.108197872424
CV_MAE:  0.0973855654869



ITERATION 1537 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  60.1409549547
AVG_RMSE_PER_AREA:  4.68121644847
STD_RMSE:  33.8240029861
CV_RMSE:  2.63277294568
AVG_MAE:  21.1735415742
AVG_MAE_PER_AREA:  1.6480937352
STD_MAE:  5.83399085198
CV_MAE:  0.454102765031



ITERATION 1538 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47027617652
AVG_RMSE_PER_AREA:  1.32335020703
STD_RMSE:  0.145885957164
CV_RMSE:  0.131307447335
AVG_MAE:  1.1728437268
AVG_MAE_PER_AREA:  1.05564043917
STD_MAE:  0.106818465153
CV_MAE:  0.0961440035774



ITERATION 1539 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  59.0908878875
AVG_RMSE_PER_AREA:  4.59948194275
STD_RMSE:  36.9525923974
CV_RMSE:  2.87629425696
AVG_MAE:  21.5182542986
AVG_MAE_PER_AREA:  1.67492528247
STD_MAE:  7.38475516747
CV_MAE:  0.574810250085



ITERATION 1540 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47514812485
AVG_RMSE_PER_AREA:  1.32773529735
STD_RMSE:  0.165449469364
CV_RMSE:  0.148915960846
AVG_MAE:  1.17789674694
AVG_MAE_PER_AREA:  1.06018850663
STD_MAE:  0.122891292272
CV_MAE:  0.110610659186



ITERATION 1541 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  59.4573362333
AVG_RMSE_PER_AREA:  4.62800533459
STD_RMSE:  36.318444376
CV_RMSE:  2.82693381447
AVG_MAE:  21.4050367505
AVG_MAE_PER_AREA:  1.66611272122
STD_MAE:  7.18582833083
CV_MAE:  0.559326299416



ITERATION 1542 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47817166465
AVG_RMSE_PER_AREA:  1.3304566922
STD_RMSE:  0.146168533886
CV_RMSE:  0.13156178592
AVG_MAE:  1.18384706436
AVG_MAE_PER_AREA:  1.06554420369
STD_MAE:  0.111321713751
CV_MAE:  0.100197238649



ITERATION 1543 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  55.818514139
AVG_RMSE_PER_AREA:  4.34476883039
STD_RMSE:  40.7494721382
CV_RMSE:  3.17183355974
AVG_MAE:  21.4150853782
AVG_MAE_PER_AREA:  1.66689488042
STD_MAE:  9.16559279342
CV_MAE:  0.713426046808



ITERATION 1544 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48202546146
AVG_RMSE_PER_AREA:  1.33392537577
STD_RMSE:  0.179468532664
CV_RMSE:  0.16153408703
AVG_MAE:  1.18846806606
AVG_MAE_PER_AREA:  1.06970342469
STD_MAE:  0.126854618732
CV_MAE:  0.114177927006



ITERATION 1545 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  55.2114902944
AVG_RMSE_PER_AREA:  4.29751966369
STD_RMSE:  41.8841670707
CV_RMSE:  3.2601552797
AVG_MAE:  21.3684157616
AVG_MAE_PER_AREA:  1.66326223813
STD_MAE:  9.36070574795
CV_MAE:  0.728613134754



ITERATION 1546 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.47148082237
AVG_RMSE_PER_AREA:  1.32443447158
STD_RMSE:  0.209515247306
CV_RMSE:  0.1885782075
AVG_MAE:  1.18809927576
AVG_MAE_PER_AREA:  1.06937148793
STD_MAE:  0.169481686947
CV_MAE:  0.15254523544



ITERATION 1547 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  51.8798346104
AVG_RMSE_PER_AREA:  4.03819219873
STD_RMSE:  45.5577819443
CV_RMSE:  3.54609996389
AVG_MAE:  21.514086441
AVG_MAE_PER_AREA:  1.6746008672
STD_MAE:  12.3081231504
CV_MAE:  0.958032485269



ITERATION 1548 OF 6498
HP:  5
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.47524712215
AVG_RMSE_PER_AREA:  1.32782440177
STD_RMSE:  0.229442944779
CV_RMSE:  0.206514512936
AVG_MAE:  1.19005441239
AVG_MAE_PER_AREA:  1.07113124606
STD_MAE:  0.156628946542
CV_MAE:  0.140976880496



ITERATION 1549 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.3642285421
AVG_RMSE_PER_AREA:  4.62075807262
STD_RMSE:  28.3964634777
CV_RMSE:  2.21030730241
AVG_MAE:  19.2581591164
AVG_MAE_PER_AREA:  1.49900531661
STD_MAE:  3.60851803349
CV_MAE:  0.280877714458



ITERATION 1550 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.5018546029
AVG_RMSE_PER_AREA:  1.35177297396
STD_RMSE:  0.0134466506093
CV_RMSE:  0.0121029151882
AVG_MAE:  1.19245020299
AVG_MAE_PER_AREA:  1.07328762323
STD_MAE:  0.023417977626
CV_MAE:  0.0210777988752



ITERATION 1551 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  63.2581248215
AVG_RMSE_PER_AREA:  4.92384889194
STD_RMSE:  27.1233785358
CV_RMSE:  2.1112136619
AVG_MAE:  20.9536924197
AVG_MAE_PER_AREA:  1.6309812454
STD_MAE:  4.06545770115
CV_MAE:  0.316444716841



ITERATION 1552 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.53808463124
AVG_RMSE_PER_AREA:  1.38438250425
STD_RMSE:  0.087115525528
CV_RMSE:  0.0784099957437
AVG_MAE:  1.23097527795
AVG_MAE_PER_AREA:  1.10796285415
STD_MAE:  0.0829528118624
CV_MAE:  0.0746632656537



ITERATION 1553 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  60.2570748327
AVG_RMSE_PER_AREA:  4.69025491956
STD_RMSE:  33.209215312
CV_RMSE:  2.58491946256
AVG_MAE:  20.8882353626
AVG_MAE_PER_AREA:  1.6258862373
STD_MAE:  5.588738004
CV_MAE:  0.435012917408



ITERATION 1554 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.51717096389
AVG_RMSE_PER_AREA:  1.36555875776
STD_RMSE:  0.0864039203904
CV_RMSE:  0.0777695019228
AVG_MAE:  1.2027520653
AVG_MAE_PER_AREA:  1.08256001154
STD_MAE:  0.0588799873735
CV_MAE:  0.0529960593288



ITERATION 1555 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.9938060727
AVG_RMSE_PER_AREA:  4.43625051597
STD_RMSE:  35.6209362955
CV_RMSE:  2.77264158878
AVG_MAE:  20.373058009
AVG_MAE_PER_AREA:  1.58578616401
STD_MAE:  7.23869850973
CV_MAE:  0.563441577454



ITERATION 1556 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.52255528794
AVG_RMSE_PER_AREA:  1.37040502164
STD_RMSE:  0.121164107551
CV_RMSE:  0.109056073527
AVG_MAE:  1.20617152144
AVG_MAE_PER_AREA:  1.08563775847
STD_MAE:  0.104693226005
CV_MAE:  0.0942311414147



ITERATION 1557 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  56.8970879785
AVG_RMSE_PER_AREA:  4.42872222957
STD_RMSE:  37.5548138261
CV_RMSE:  2.92316961602
AVG_MAE:  19.9463041478
AVG_MAE_PER_AREA:  1.55256874676
STD_MAE:  6.93151530716
CV_MAE:  0.539531231142



ITERATION 1558 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49920292976
AVG_RMSE_PER_AREA:  1.34938628481
STD_RMSE:  0.103915013596
CV_RMSE:  0.0935306964444
AVG_MAE:  1.18149408026
AVG_MAE_PER_AREA:  1.06342635533
STD_MAE:  0.0671053900815
CV_MAE:  0.0603994904327



ITERATION 1559 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.4614552824
AVG_RMSE_PER_AREA:  4.23913887746
STD_RMSE:  40.5370373324
CV_RMSE:  3.15529818367
AVG_MAE:  20.9824255319
AVG_MAE_PER_AREA:  1.63321775657
STD_MAE:  9.58674945574
CV_MAE:  0.746207792567



ITERATION 1560 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.52807034805
AVG_RMSE_PER_AREA:  1.37536895703
STD_RMSE:  0.165170954861
CV_RMSE:  0.148665278538
AVG_MAE:  1.21397512772
AVG_MAE_PER_AREA:  1.09266154363
STD_MAE:  0.140907823577
CV_MAE:  0.126826782941



ITERATION 1561 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.2760494683
AVG_RMSE_PER_AREA:  3.91335770961
STD_RMSE:  44.6357504774
CV_RMSE:  3.47433141829
AVG_MAE:  20.6476155742
AVG_MAE_PER_AREA:  1.60715701506
STD_MAE:  11.8405238868
CV_MAE:  0.921635767489



ITERATION 1562 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.51535338704
AVG_RMSE_PER_AREA:  1.36392281293
STD_RMSE:  0.191316261423
CV_RMSE:  0.172197862011
AVG_MAE:  1.20517840477
AVG_MAE_PER_AREA:  1.08474388481
STD_MAE:  0.143724722052
CV_MAE:  0.129362186316



ITERATION 1563 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.9394582028
AVG_RMSE_PER_AREA:  3.80932090105
STD_RMSE:  46.6645620436
CV_RMSE:  3.63224886541
AVG_MAE:  20.6872234754
AVG_MAE_PER_AREA:  1.61023999168
STD_MAE:  13.4067071411
CV_MAE:  1.04354342288



ITERATION 1564 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.49600619462
AVG_RMSE_PER_AREA:  1.34650900217
STD_RMSE:  0.230163817346
CV_RMSE:  0.207163348084
AVG_MAE:  1.18704470522
AVG_MAE_PER_AREA:  1.06842230153
STD_MAE:  0.187745268736
CV_MAE:  0.16898372171



ITERATION 1565 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.5748242775
AVG_RMSE_PER_AREA:  3.62526390971
STD_RMSE:  47.8955135033
CV_RMSE:  3.7280629446
AVG_MAE:  19.9708642378
AVG_MAE_PER_AREA:  1.55448044067
STD_MAE:  12.7356366644
CV_MAE:  0.991309031923



ITERATION 1566 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.49643606055
AVG_RMSE_PER_AREA:  1.34689591123
STD_RMSE:  0.255675700328
CV_RMSE:  0.230125806542
AVG_MAE:  1.19719998371
AVG_MAE_PER_AREA:  1.07756275427
STD_MAE:  0.180749064142
CV_MAE:  0.162686653891



ITERATION 1567 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.2353935328
AVG_RMSE_PER_AREA:  4.68856730323
STD_RMSE:  29.751173776
CV_RMSE:  2.31575444963
AVG_MAE:  20.0759850786
AVG_MAE_PER_AREA:  1.56266277515
STD_MAE:  3.22581600243
CV_MAE:  0.251089177777



ITERATION 1568 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49011197246
AVG_RMSE_PER_AREA:  1.34120379473
STD_RMSE:  0.0414203003838
CV_RMSE:  0.0372811339553
AVG_MAE:  1.19559450287
AVG_MAE_PER_AREA:  1.07611771051
STD_MAE:  0.0354273813873
CV_MAE:  0.0318870925355



ITERATION 1569 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.5641438887
AVG_RMSE_PER_AREA:  4.55848155169
STD_RMSE:  31.3221400484
CV_RMSE:  2.43803440279
AVG_MAE:  19.2843676624
AVG_MAE_PER_AREA:  1.50104532207
STD_MAE:  4.25057871991
CV_MAE:  0.33085405834



ITERATION 1570 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50234574374
AVG_RMSE_PER_AREA:  1.35221503467
STD_RMSE:  0.0835250676427
CV_RMSE:  0.0751783354191
AVG_MAE:  1.20598507005
AVG_MAE_PER_AREA:  1.08546993933
STD_MAE:  0.084643008199
CV_MAE:  0.0761845592091



ITERATION 1571 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.4694360137
AVG_RMSE_PER_AREA:  4.1619226623
STD_RMSE:  37.3511253262
CV_RMSE:  2.9073150298
AVG_MAE:  18.6129552018
AVG_MAE_PER_AREA:  1.44878431197
STD_MAE:  5.93213829541
CV_MAE:  0.461742308283



ITERATION 1572 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47812787
AVG_RMSE_PER_AREA:  1.33041727399
STD_RMSE:  0.108548797485
CV_RMSE:  0.0977014223034
AVG_MAE:  1.19701536942
AVG_MAE_PER_AREA:  1.07739658864
STD_MAE:  0.076963643873
CV_MAE:  0.0692726003996



ITERATION 1573 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.2241313378
AVG_RMSE_PER_AREA:  4.29850360982
STD_RMSE:  36.8576838011
CV_RMSE:  2.8689068172
AVG_MAE:  19.326608456
AVG_MAE_PER_AREA:  1.50433323624
STD_MAE:  5.34385273955
CV_MAE:  0.415951681536



ITERATION 1574 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.471107221
AVG_RMSE_PER_AREA:  1.32409820452
STD_RMSE:  0.110712360925
CV_RMSE:  0.0996487789784
AVG_MAE:  1.18525047403
AVG_MAE_PER_AREA:  1.06680736942
STD_MAE:  0.098381345158
CV_MAE:  0.0885500122778



ITERATION 1575 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.156906895
AVG_RMSE_PER_AREA:  3.98192137438
STD_RMSE:  41.1041869117
CV_RMSE:  3.19944364064
AVG_MAE:  18.5061060332
AVG_MAE_PER_AREA:  1.44046744893
STD_MAE:  7.73641375276
CV_MAE:  0.602182445205



ITERATION 1576 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46449954669
AVG_RMSE_PER_AREA:  1.31815084081
STD_RMSE:  0.125459965166
CV_RMSE:  0.112922642376
AVG_MAE:  1.17726042929
AVG_MAE_PER_AREA:  1.05961577675
STD_MAE:  0.101601392545
CV_MAE:  0.0914482775454



ITERATION 1577 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.446851982
AVG_RMSE_PER_AREA:  3.84881512104
STD_RMSE:  42.5683129241
CV_RMSE:  3.31340742418
AVG_MAE:  18.468417795
AVG_MAE_PER_AREA:  1.4375338939
STD_MAE:  8.28162476783
CV_MAE:  0.644620261059



ITERATION 1578 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47953496362
AVG_RMSE_PER_AREA:  1.33168375553
STD_RMSE:  0.130501848577
CV_RMSE:  0.117460686019
AVG_MAE:  1.20074270559
AVG_MAE_PER_AREA:  1.08075144888
STD_MAE:  0.100345599539
CV_MAE:  0.0903179770203



ITERATION 1579 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.3736846726
AVG_RMSE_PER_AREA:  3.68744513753
STD_RMSE:  43.9794285144
CV_RMSE:  3.42324501351
AVG_MAE:  17.9804516527
AVG_MAE_PER_AREA:  1.39955187095
STD_MAE:  8.64148287734
CV_MAE:  0.672630685945



ITERATION 1580 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4657462778
AVG_RMSE_PER_AREA:  1.31927298501
STD_RMSE:  0.145187040843
CV_RMSE:  0.130678374326
AVG_MAE:  1.18746330734
AVG_MAE_PER_AREA:  1.06879907238
STD_MAE:  0.110042204765
CV_MAE:  0.099045592103



ITERATION 1581 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.0852128439
AVG_RMSE_PER_AREA:  3.66499123618
STD_RMSE:  46.7894670383
CV_RMSE:  3.64197114728
AVG_MAE:  18.564059315
AVG_MAE_PER_AREA:  1.44497838255
STD_MAE:  10.648031272
CV_MAE:  0.828815225363



ITERATION 1582 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46217947095
AVG_RMSE_PER_AREA:  1.31606261225
STD_RMSE:  0.204312747413
CV_RMSE:  0.18389559792
AVG_MAE:  1.18434372391
AVG_MAE_PER_AREA:  1.06599123162
STD_MAE:  0.146069171631
CV_MAE:  0.131472353021



ITERATION 1583 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.4716057959
AVG_RMSE_PER_AREA:  3.30587999134
STD_RMSE:  48.5304746394
CV_RMSE:  3.77748667785
AVG_MAE:  17.9449709572
AVG_MAE_PER_AREA:  1.39679014534
STD_MAE:  11.9615181227
CV_MAE:  0.931053646006



ITERATION 1584 OF 6498
HP:  5
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44657347489
AVG_RMSE_PER_AREA:  1.30201613687
STD_RMSE:  0.214206206101
CV_RMSE:  0.192800394727
AVG_MAE:  1.17827909429
AVG_MAE_PER_AREA:  1.06053264568
STD_MAE:  0.139533508479
CV_MAE:  0.125589804339



ITERATION 1585 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  63.9849119952
AVG_RMSE_PER_AREA:  4.98042012654
STD_RMSE:  26.5871898848
CV_RMSE:  2.06947812354
AVG_MAE:  20.4530156607
AVG_MAE_PER_AREA:  1.5920098609
STD_MAE:  2.88014712648
CV_MAE:  0.224183206147



ITERATION 1586 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.50937309001
AVG_RMSE_PER_AREA:  1.35854013215
STD_RMSE:  0.0220024534627
CV_RMSE:  0.0198037292653
AVG_MAE:  1.21282524774
AVG_MAE_PER_AREA:  1.09162657215
STD_MAE:  0.027152896627
CV_MAE:  0.0244394841913



ITERATION 1587 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  65.2488035444
AVG_RMSE_PER_AREA:  5.07879817714
STD_RMSE:  25.9551095296
CV_RMSE:  2.02027862283
AVG_MAE:  21.3170791262
AVG_MAE_PER_AREA:  1.65926632715
STD_MAE:  2.55186182405
CV_MAE:  0.198630326937



ITERATION 1588 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.52439135564
AVG_RMSE_PER_AREA:  1.37205760951
STD_RMSE:  0.0312900804384
CV_RMSE:  0.0281632356474
AVG_MAE:  1.22160392807
AVG_MAE_PER_AREA:  1.09952799137
STD_MAE:  0.0243027055066
CV_MAE:  0.0218741151337



ITERATION 1589 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  62.7024678112
AVG_RMSE_PER_AREA:  4.88059798682
STD_RMSE:  31.6128629396
CV_RMSE:  2.46066352101
AVG_MAE:  20.9873656847
AVG_MAE_PER_AREA:  1.63360228528
STD_MAE:  4.41008431908
CV_MAE:  0.343269561801



ITERATION 1590 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.51747213688
AVG_RMSE_PER_AREA:  1.36582983427
STD_RMSE:  0.0624331133405
CV_RMSE:  0.056194118346
AVG_MAE:  1.19833843405
AVG_MAE_PER_AREA:  1.07858743828
STD_MAE:  0.0598377021045
CV_MAE:  0.0538580687987



ITERATION 1591 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  62.80761199
AVG_RMSE_PER_AREA:  4.88878213787
STD_RMSE:  33.0803687142
CV_RMSE:  2.5748903765
AVG_MAE:  21.7398533306
AVG_MAE_PER_AREA:  1.69217397821
STD_MAE:  4.95517373519
CV_MAE:  0.385697912706



ITERATION 1592 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.52751496034
AVG_RMSE_PER_AREA:  1.37486906969
STD_RMSE:  0.0979139628065
CV_RMSE:  0.0881293358488
AVG_MAE:  1.2159479696
AVG_MAE_PER_AREA:  1.09443723772
STD_MAE:  0.0757807168994
CV_MAE:  0.0682078843411



ITERATION 1593 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  60.3214356258
AVG_RMSE_PER_AREA:  4.69526459731
STD_RMSE:  36.5246034068
CV_RMSE:  2.84298070043
AVG_MAE:  21.2119414781
AVG_MAE_PER_AREA:  1.65108268444
STD_MAE:  6.24476105477
CV_MAE:  0.486076055633



ITERATION 1594 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.52260494731
AVG_RMSE_PER_AREA:  1.37044971851
STD_RMSE:  0.0983392287243
CV_RMSE:  0.0885121045758
AVG_MAE:  1.20856179203
AVG_MAE_PER_AREA:  1.08778916725
STD_MAE:  0.0619715042242
CV_MAE:  0.0557786382278



ITERATION 1595 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  58.7000167661
AVG_RMSE_PER_AREA:  4.5690575452
STD_RMSE:  40.6014392312
CV_RMSE:  3.16031106098
AVG_MAE:  21.7574777563
AVG_MAE_PER_AREA:  1.69354581793
STD_MAE:  8.50154503608
CV_MAE:  0.66173828617



ITERATION 1596 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.50975457314
AVG_RMSE_PER_AREA:  1.35888349335
STD_RMSE:  0.180764440524
CV_RMSE:  0.162700493697
AVG_MAE:  1.20260311243
AVG_MAE_PER_AREA:  1.08242594366
STD_MAE:  0.128108167865
CV_MAE:  0.115306207891



ITERATION 1597 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  56.3065118566
AVG_RMSE_PER_AREA:  4.38275331108
STD_RMSE:  42.9688366197
CV_RMSE:  3.34458315315
AVG_MAE:  21.6328396639
AVG_MAE_PER_AREA:  1.68384431105
STD_MAE:  9.64014027977
CV_MAE:  0.750363596275



ITERATION 1598 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.51960077616
AVG_RMSE_PER_AREA:  1.36774575678
STD_RMSE:  0.203292402845
CV_RMSE:  0.182977217266
AVG_MAE:  1.21276274969
AVG_MAE_PER_AREA:  1.09157031958
STD_MAE:  0.134747801439
CV_MAE:  0.121282337141



ITERATION 1599 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  54.3432847907
AVG_RMSE_PER_AREA:  4.22994079189
STD_RMSE:  45.7548760527
CV_RMSE:  3.56144125974
AVG_MAE:  21.4556321359
AVG_MAE_PER_AREA:  1.67005093522
STD_MAE:  11.4038756457
CV_MAE:  0.887648197293



ITERATION 1600 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.51149097921
AVG_RMSE_PER_AREA:  1.36044637885
STD_RMSE:  0.248896975729
CV_RMSE:  0.224024485754
AVG_MAE:  1.21391216892
AVG_MAE_PER_AREA:  1.09260487636
STD_MAE:  0.188606908228
CV_MAE:  0.169759256823



ITERATION 1601 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  52.044981002
AVG_RMSE_PER_AREA:  4.05104676689
STD_RMSE:  47.7808818942
CV_RMSE:  3.71914031652
AVG_MAE:  21.5060414161
AVG_MAE_PER_AREA:  1.67397466326
STD_MAE:  11.8475504201
CV_MAE:  0.922182694676



ITERATION 1602 OF 6498
HP:  5
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.51380315736
AVG_RMSE_PER_AREA:  1.36252749904
STD_RMSE:  0.260765802763
CV_RMSE:  0.23470725064
AVG_MAE:  1.21922333485
AVG_MAE_PER_AREA:  1.09738529289
STD_MAE:  0.179163047981
CV_MAE:  0.161259129695



ITERATION 1603 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  63.9975811157
AVG_RMSE_PER_AREA:  4.98140625813
STD_RMSE:  25.7467578207
CV_RMSE:  2.00406106448
AVG_MAE:  21.1078340503
AVG_MAE_PER_AREA:  1.64297923141
STD_MAE:  2.65048207244
CV_MAE:  0.206306672105



ITERATION 1604 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.54923633282
AVG_RMSE_PER_AREA:  1.39441980665
STD_RMSE:  0.029941030601
CV_RMSE:  0.0269489975267
AVG_MAE:  1.26044405148
AVG_MAE_PER_AREA:  1.13448678766
STD_MAE:  0.0217114141701
CV_MAE:  0.0195417737809



ITERATION 1605 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  64.4270861536
AVG_RMSE_PER_AREA:  5.01483781986
STD_RMSE:  25.4699700603
CV_RMSE:  1.9825166208
AVG_MAE:  21.2084651232
AVG_MAE_PER_AREA:  1.65081209396
STD_MAE:  2.40515041723
CV_MAE:  0.18721069033



ITERATION 1606 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.5495177629
AVG_RMSE_PER_AREA:  1.39467311318
STD_RMSE:  0.0949111737249
CV_RMSE:  0.0854266180763
AVG_MAE:  1.26434748031
AVG_MAE_PER_AREA:  1.13800014348
STD_MAE:  0.0734559857902
CV_MAE:  0.0661154656217



ITERATION 1607 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.8588933469
AVG_RMSE_PER_AREA:  4.58142408749
STD_RMSE:  34.5935361788
CV_RMSE:  2.69267141989
AVG_MAE:  20.3254312688
AVG_MAE_PER_AREA:  1.58207902169
STD_MAE:  5.23908941638
CV_MAE:  0.40779717531



ITERATION 1608 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.52930740697
AVG_RMSE_PER_AREA:  1.37648239558
STD_RMSE:  0.0956815874261
CV_RMSE:  0.0861200436703
AVG_MAE:  1.24615045963
AVG_MAE_PER_AREA:  1.1216215668
STD_MAE:  0.0623595049822
CV_MAE:  0.0561278657346



ITERATION 1609 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  58.1170901928
AVG_RMSE_PER_AREA:  4.5236840478
STD_RMSE:  34.9466711596
CV_RMSE:  2.72015853382
AVG_MAE:  19.9879256571
AVG_MAE_PER_AREA:  1.55580845743
STD_MAE:  5.30357824267
CV_MAE:  0.412816818822



ITERATION 1610 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.5178615309
AVG_RMSE_PER_AREA:  1.36618031581
STD_RMSE:  0.104715811359
CV_RMSE:  0.0942514697945
AVG_MAE:  1.23075140019
AVG_MAE_PER_AREA:  1.10776134869
STD_MAE:  0.076918409021
CV_MAE:  0.0692318859055



ITERATION 1611 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.3329436763
AVG_RMSE_PER_AREA:  4.30697328094
STD_RMSE:  38.443318593
CV_RMSE:  2.99232852999
AVG_MAE:  19.89651727
AVG_MAE_PER_AREA:  1.54869346491
STD_MAE:  6.73636144734
CV_MAE:  0.524340959233



ITERATION 1612 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.52817538639
AVG_RMSE_PER_AREA:  1.3754634988
STD_RMSE:  0.132782041863
CV_RMSE:  0.119513017619
AVG_MAE:  1.24365428075
AVG_MAE_PER_AREA:  1.11937483324
STD_MAE:  0.0911806780517
CV_MAE:  0.0820689140611



ITERATION 1613 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.3008828602
AVG_RMSE_PER_AREA:  4.14880292059
STD_RMSE:  41.5154320855
CV_RMSE:  3.23145390176
AVG_MAE:  19.8094003868
AVG_MAE_PER_AREA:  1.54191251195
STD_MAE:  9.19243179278
CV_MAE:  0.71551512513



ITERATION 1614 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.5213735418
AVG_RMSE_PER_AREA:  1.36934136842
STD_RMSE:  0.156967677604
CV_RMSE:  0.14128176187
AVG_MAE:  1.24048828858
AVG_MAE_PER_AREA:  1.1165252214
STD_MAE:  0.115346726639
CV_MAE:  0.10382002852



ITERATION 1615 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  52.15563096
AVG_RMSE_PER_AREA:  4.05965947355
STD_RMSE:  43.1553610262
CV_RMSE:  3.35910173072
AVG_MAE:  20.2798343978
AVG_MAE_PER_AREA:  1.57852987912
STD_MAE:  9.6115685344
CV_MAE:  0.748139645483



ITERATION 1616 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.53550244957
AVG_RMSE_PER_AREA:  1.38205836222
STD_RMSE:  0.169838924586
CV_RMSE:  0.152866774013
AVG_MAE:  1.2575273108
AVG_MAE_PER_AREA:  1.1318615194
STD_MAE:  0.104294641119
CV_MAE:  0.0938723874605



ITERATION 1617 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.3911222848
AVG_RMSE_PER_AREA:  3.76663985083
STD_RMSE:  46.9453783836
CV_RMSE:  3.65410688332
AVG_MAE:  19.9494508493
AVG_MAE_PER_AREA:  1.55281367787
STD_MAE:  11.5979742814
CV_MAE:  0.902756333282



ITERATION 1618 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.51623765877
AVG_RMSE_PER_AREA:  1.36471871862
STD_RMSE:  0.223717373239
CV_RMSE:  0.20136110271
AVG_MAE:  1.24370437853
AVG_MAE_PER_AREA:  1.11941992471
STD_MAE:  0.158826548979
CV_MAE:  0.142954874622



ITERATION 1619 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.5917423586
AVG_RMSE_PER_AREA:  3.54874335475
STD_RMSE:  49.2467685614
CV_RMSE:  3.83324114487
AVG_MAE:  19.9437765939
AVG_MAE_PER_AREA:  1.5523720085
STD_MAE:  13.6020323315
CV_MAE:  1.05874703072



ITERATION 1620 OF 6498
HP:  5
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.51737795558
AVG_RMSE_PER_AREA:  1.36574506458
STD_RMSE:  0.235409115793
CV_RMSE:  0.211884479322
AVG_MAE:  1.25166742394
AVG_MAE_PER_AREA:  1.1265872161
STD_MAE:  0.173445402008
CV_MAE:  0.156112853028



ITERATION 1621 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.6813586128
AVG_RMSE_PER_AREA:  4.72328007209
STD_RMSE:  27.0755185375
CV_RMSE:  2.10748836336
AVG_MAE:  19.6186227091
AVG_MAE_PER_AREA:  1.52706287074
STD_MAE:  3.64298247152
CV_MAE:  0.283560337212



ITERATION 1622 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.53405703467
AVG_RMSE_PER_AREA:  1.38075738888
STD_RMSE:  0.0287995974286
CV_RMSE:  0.025921628758
AVG_MAE:  1.2319413497
AVG_MAE_PER_AREA:  1.10883238552
STD_MAE:  0.0432460235304
CV_MAE:  0.0389244110094



ITERATION 1623 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  64.5115958738
AVG_RMSE_PER_AREA:  5.02141583799
STD_RMSE:  25.6922102481
CV_RMSE:  1.99981522245
AVG_MAE:  20.7247312173
AVG_MAE_PER_AREA:  1.61315949735
STD_MAE:  2.80845503104
CV_MAE:  0.218602878787



ITERATION 1624 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.55801238497
AVG_RMSE_PER_AREA:  1.40231886032
STD_RMSE:  0.0461084648089
CV_RMSE:  0.0415008060561
AVG_MAE:  1.2311586041
AVG_MAE_PER_AREA:  1.10812786035
STD_MAE:  0.0524808258451
CV_MAE:  0.0472363715445



ITERATION 1625 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  61.9549596788
AVG_RMSE_PER_AREA:  4.82241388637
STD_RMSE:  33.4152397211
CV_RMSE:  2.60095586992
AVG_MAE:  21.3955117152
AVG_MAE_PER_AREA:  1.66537131711
STD_MAE:  5.72137395376
CV_MAE:  0.445336956827



ITERATION 1626 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.54807058974
AVG_RMSE_PER_AREA:  1.39337055728
STD_RMSE:  0.0932177626164
CV_RMSE:  0.0839024310039
AVG_MAE:  1.22526879164
AVG_MAE_PER_AREA:  1.10282662195
STD_MAE:  0.0717628296259
CV_MAE:  0.0645915080167



ITERATION 1627 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  58.4531550104
AVG_RMSE_PER_AREA:  4.54984246436
STD_RMSE:  35.1487280882
CV_RMSE:  2.73588612275
AVG_MAE:  20.3378486254
AVG_MAE_PER_AREA:  1.58304555662
STD_MAE:  6.85388696963
CV_MAE:  0.533488842044



ITERATION 1628 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.55407387089
AVG_RMSE_PER_AREA:  1.39877392535
STD_RMSE:  0.0867034676717
CV_RMSE:  0.0780391151853
AVG_MAE:  1.23053673948
AVG_MAE_PER_AREA:  1.1075681392
STD_MAE:  0.0757840340624
CV_MAE:  0.0682108700172



ITERATION 1629 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  61.0238745935
AVG_RMSE_PER_AREA:  4.74994063051
STD_RMSE:  36.4819668663
CV_RMSE:  2.83966198235
AVG_MAE:  21.4307815234
AVG_MAE_PER_AREA:  1.66811662779
STD_MAE:  6.66028943746
CV_MAE:  0.518419710656



ITERATION 1630 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.57190382922
AVG_RMSE_PER_AREA:  1.41482212053
STD_RMSE:  0.112649716007
CV_RMSE:  0.101392532492
AVG_MAE:  1.2462239533
AVG_MAE_PER_AREA:  1.12168771619
STD_MAE:  0.094244052487
CV_MAE:  0.0848261628405



ITERATION 1631 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  58.3943030203
AVG_RMSE_PER_AREA:  4.5452615776
STD_RMSE:  37.7055635859
CV_RMSE:  2.93490358758
AVG_MAE:  20.9914003868
AVG_MAE_PER_AREA:  1.63391633607
STD_MAE:  7.73125155975
CV_MAE:  0.601780633447



ITERATION 1632 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.53965144315
AVG_RMSE_PER_AREA:  1.38579274329
STD_RMSE:  0.134308621242
CV_RMSE:  0.1208870446
AVG_MAE:  1.21987512075
AVG_MAE_PER_AREA:  1.09797194525
STD_MAE:  0.091700078712
CV_MAE:  0.0825364105643



ITERATION 1633 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  52.246589407
AVG_RMSE_PER_AREA:  4.06673944391
STD_RMSE:  43.6766363689
CV_RMSE:  3.39967645572
AVG_MAE:  20.6540565826
AVG_MAE_PER_AREA:  1.6076583665
STD_MAE:  10.5796524729
CV_MAE:  0.823492796422



ITERATION 1634 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.55846673611
AVG_RMSE_PER_AREA:  1.40272780775
STD_RMSE:  0.211603436665
CV_RMSE:  0.190457722291
AVG_MAE:  1.25104211039
AVG_MAE_PER_AREA:  1.12602439067
STD_MAE:  0.167705166061
CV_MAE:  0.150946243822



ITERATION 1635 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  52.6299413242
AVG_RMSE_PER_AREA:  4.09657856604
STD_RMSE:  45.3004965854
CV_RMSE:  3.52607353674
AVG_MAE:  21.1178359788
AVG_MAE_PER_AREA:  1.64375775567
STD_MAE:  11.8911231487
CV_MAE:  0.925574283219



ITERATION 1636 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.52943050635
AVG_RMSE_PER_AREA:  1.37659319354
STD_RMSE:  0.22448548775
CV_RMSE:  0.202052458874
AVG_MAE:  1.23334985289
AVG_MAE_PER_AREA:  1.11010013576
STD_MAE:  0.18719103885
CV_MAE:  0.168484876496



ITERATION 1637 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  49.0310263458
AVG_RMSE_PER_AREA:  3.81644832857
STD_RMSE:  48.4770641055
CV_RMSE:  3.77332933997
AVG_MAE:  20.7190555078
AVG_MAE_PER_AREA:  1.61271771479
STD_MAE:  12.7357736244
CV_MAE:  0.991319692536



ITERATION 1638 OF 6498
HP:  5
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.53831695586
AVG_RMSE_PER_AREA:  1.38459161246
STD_RMSE:  0.270942477809
CV_RMSE:  0.24386696175
AVG_MAE:  1.23664095278
AVG_MAE_PER_AREA:  1.11306235319
STD_MAE:  0.181701145393
CV_MAE:  0.163543592839



ITERATION 1639 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  63.843717291
AVG_RMSE_PER_AREA:  4.96942989581
STD_RMSE:  26.7719920154
CV_RMSE:  2.08386264361
AVG_MAE:  20.5490484608
AVG_MAE_PER_AREA:  1.59948480578
STD_MAE:  2.50517049382
CV_MAE:  0.194995994505



ITERATION 1640 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47974965639
AVG_RMSE_PER_AREA:  1.33187699386
STD_RMSE:  0.0170035891025
CV_RMSE:  0.0153044057425
AVG_MAE:  1.18989340198
AVG_MAE_PER_AREA:  1.07098632556
STD_MAE:  0.0117161987529
CV_MAE:  0.0105453888819



ITERATION 1641 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  64.494344282
AVG_RMSE_PER_AREA:  5.02007301869
STD_RMSE:  31.3672245876
CV_RMSE:  2.44154366676
AVG_MAE:  21.7727247946
AVG_MAE_PER_AREA:  1.69473260798
STD_MAE:  5.98864979832
CV_MAE:  0.466141017567



ITERATION 1642 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50997214494
AVG_RMSE_PER_AREA:  1.35907932301
STD_RMSE:  0.0853294176976
CV_RMSE:  0.076802375213
AVG_MAE:  1.19172799343
AVG_MAE_PER_AREA:  1.0726375847
STD_MAE:  0.0573979264011
CV_MAE:  0.0516621019908



ITERATION 1643 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  64.46824166
AVG_RMSE_PER_AREA:  5.01804125808
STD_RMSE:  32.8843884641
CV_RMSE:  2.55963578051
AVG_MAE:  22.1609933358
AVG_MAE_PER_AREA:  1.72495442741
STD_MAE:  5.80231844969
CV_MAE:  0.451637467121



ITERATION 1644 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.50705105774
AVG_RMSE_PER_AREA:  1.35645014258
STD_RMSE:  0.0634557422772
CV_RMSE:  0.0571145550889
AVG_MAE:  1.18418887287
AVG_MAE_PER_AREA:  1.06585185498
STD_MAE:  0.0537783755363
CV_MAE:  0.0484042559732



ITERATION 1645 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  60.4884495406
AVG_RMSE_PER_AREA:  4.70826452864
STD_RMSE:  36.7312382097
CV_RMSE:  2.85906461927
AVG_MAE:  21.2255363312
AVG_MAE_PER_AREA:  1.65214087266
STD_MAE:  7.35576230156
CV_MAE:  0.57255352036



ITERATION 1646 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.50400990883
AVG_RMSE_PER_AREA:  1.3537128983
STD_RMSE:  0.128184300308
CV_RMSE:  0.115374732352
AVG_MAE:  1.18605342521
AVG_MAE_PER_AREA:  1.06753008099
STD_MAE:  0.0984615915508
CV_MAE:  0.0886222395792



ITERATION 1647 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  60.2451082351
AVG_RMSE_PER_AREA:  4.68932347054
STD_RMSE:  38.0555241064
CV_RMSE:  2.96214360973
AVG_MAE:  21.4159936652
AVG_MAE_PER_AREA:  1.66696557913
STD_MAE:  7.45250023024
CV_MAE:  0.580083350628



ITERATION 1648 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49226230089
AVG_RMSE_PER_AREA:  1.34313923898
STD_RMSE:  0.125333847738
CV_RMSE:  0.112809127973
AVG_MAE:  1.16730678496
AVG_MAE_PER_AREA:  1.05065680871
STD_MAE:  0.0886751749326
CV_MAE:  0.0798137880348



ITERATION 1649 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  57.9434288854
AVG_RMSE_PER_AREA:  4.51016670061
STD_RMSE:  41.1544747956
CV_RMSE:  3.20335791952
AVG_MAE:  21.2982940039
AVG_MAE_PER_AREA:  1.65780414179
STD_MAE:  9.68934038671
CV_MAE:  0.7541932054



ITERATION 1650 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.49514186571
AVG_RMSE_PER_AREA:  1.3457310464
STD_RMSE:  0.158956824314
CV_RMSE:  0.14307213143
AVG_MAE:  1.17147361118
AVG_MAE_PER_AREA:  1.05440724039
STD_MAE:  0.113582289294
CV_MAE:  0.102231912924



ITERATION 1651 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  58.0871891897
AVG_RMSE_PER_AREA:  4.52135663102
STD_RMSE:  42.5864684197
CV_RMSE:  3.31482060101
AVG_MAE:  21.6567830812
AVG_MAE_PER_AREA:  1.68570800476
STD_MAE:  10.7185357774
CV_MAE:  0.834303113787



ITERATION 1652 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48084653627
AVG_RMSE_PER_AREA:  1.33286426159
STD_RMSE:  0.190411219635
CV_RMSE:  0.171383261831
AVG_MAE:  1.16862082613
AVG_MAE_PER_AREA:  1.05183953661
STD_MAE:  0.142854238599
CV_MAE:  0.128578691027



ITERATION 1653 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  52.940589143
AVG_RMSE_PER_AREA:  4.12075858913
STD_RMSE:  47.2237846579
CV_RMSE:  3.67577730793
AVG_MAE:  21.1871477304
AVG_MAE_PER_AREA:  1.64915280322
STD_MAE:  13.1936233504
CV_MAE:  1.02695753151



ITERATION 1654 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.47203502787
AVG_RMSE_PER_AREA:  1.32493329484
STD_RMSE:  0.28799732511
CV_RMSE:  0.259217503415
AVG_MAE:  1.17249007676
AVG_MAE_PER_AREA:  1.05532212968
STD_MAE:  0.233829890941
CV_MAE:  0.210463067775



ITERATION 1655 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  49.203124104
AVG_RMSE_PER_AREA:  3.82984397314
STD_RMSE:  49.2134572583
CV_RMSE:  3.83064827915
AVG_MAE:  20.4870053274
AVG_MAE_PER_AREA:  1.59465552868
STD_MAE:  13.4103107236
CV_MAE:  1.04382391642



ITERATION 1656 OF 6498
HP:  5
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.48652738088
AVG_RMSE_PER_AREA:  1.33797741448
STD_RMSE:  0.258089530999
CV_RMSE:  0.232298421027
AVG_MAE:  1.18422972381
AVG_MAE_PER_AREA:  1.06588862365
STD_MAE:  0.193751602225
CV_MAE:  0.174389837101



ITERATION 1657 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  62.5051129371
AVG_RMSE_PER_AREA:  4.86523639366
STD_RMSE:  26.9015512228
CV_RMSE:  2.09394719736
AVG_MAE:  20.0151465027
AVG_MAE_PER_AREA:  1.55792725768
STD_MAE:  2.76896735617
CV_MAE:  0.215529260264



ITERATION 1658 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.54966477604
AVG_RMSE_PER_AREA:  1.39480543517
STD_RMSE:  0.0347259359838
CV_RMSE:  0.0312557431776
AVG_MAE:  1.25421125272
AVG_MAE_PER_AREA:  1.12887683787
STD_MAE:  0.0272579687687
CV_MAE:  0.0245340563829



ITERATION 1659 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.8481063008
AVG_RMSE_PER_AREA:  4.81409669568
STD_RMSE:  27.8283232867
CV_RMSE:  2.16608473878
AVG_MAE:  19.7982728902
AVG_MAE_PER_AREA:  1.54104637638
STD_MAE:  3.78399425082
CV_MAE:  0.294536329548



ITERATION 1660 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.53549237003
AVG_RMSE_PER_AREA:  1.38204928994
STD_RMSE:  0.118249543186
CV_RMSE:  0.106432764099
AVG_MAE:  1.25081261378
AVG_MAE_PER_AREA:  1.12581782786
STD_MAE:  0.0856662129221
CV_MAE:  0.0771055141996



ITERATION 1661 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.9115493305
AVG_RMSE_PER_AREA:  4.42984786382
STD_RMSE:  35.7548422262
CV_RMSE:  2.78306448024
AVG_MAE:  19.440409002
AVG_MAE_PER_AREA:  1.51319117652
STD_MAE:  5.91170717529
CV_MAE:  0.460152002713



ITERATION 1662 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.52512762883
AVG_RMSE_PER_AREA:  1.37272030629
STD_RMSE:  0.124331299807
CV_RMSE:  0.111906765523
AVG_MAE:  1.24745587763
AVG_MAE_PER_AREA:  1.12279653325
STD_MAE:  0.0896028411426
CV_MAE:  0.0806487517585



ITERATION 1663 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  58.0373347543
AVG_RMSE_PER_AREA:  4.51747609066
STD_RMSE:  35.009943542
CV_RMSE:  2.72508349248
AVG_MAE:  19.7688872757
AVG_MAE_PER_AREA:  1.53875907612
STD_MAE:  5.50655426559
CV_MAE:  0.428615947683



ITERATION 1664 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.5161836936
AVG_RMSE_PER_AREA:  1.36467014623
STD_RMSE:  0.121505141002
CV_RMSE:  0.109363027211
AVG_MAE:  1.22855215395
AVG_MAE_PER_AREA:  1.10578187502
STD_MAE:  0.0997698476532
CV_MAE:  0.0897997605183



ITERATION 1665 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.1957320496
AVG_RMSE_PER_AREA:  4.29629308265
STD_RMSE:  38.6656377036
CV_RMSE:  3.00963327478
AVG_MAE:  19.4810399698
AVG_MAE_PER_AREA:  1.51635378602
STD_MAE:  6.94211891531
CV_MAE:  0.540356588585



ITERATION 1666 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.52792033887
AVG_RMSE_PER_AREA:  1.3752339384
STD_RMSE:  0.147297567266
CV_RMSE:  0.132577994019
AVG_MAE:  1.23970678097
AVG_MAE_PER_AREA:  1.11582181052
STD_MAE:  0.104645324825
CV_MAE:  0.0941880270408



ITERATION 1667 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.2039822782
AVG_RMSE_PER_AREA:  4.21909784446
STD_RMSE:  41.3873507004
CV_RMSE:  3.22148437788
AVG_MAE:  19.8883017408
AVG_MAE_PER_AREA:  1.54805398936
STD_MAE:  9.25247508267
CV_MAE:  0.720188739582



ITERATION 1668 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.52381894822
AVG_RMSE_PER_AREA:  1.37154240326
STD_RMSE:  0.173346685575
CV_RMSE:  0.156024001414
AVG_MAE:  1.23943805141
AVG_MAE_PER_AREA:  1.11557993534
STD_MAE:  0.133321727017
CV_MAE:  0.119998771569



ITERATION 1669 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.3409912272
AVG_RMSE_PER_AREA:  3.99625002288
STD_RMSE:  44.0201144814
CV_RMSE:  3.42641190399
AVG_MAE:  19.9041391597
AVG_MAE_PER_AREA:  1.54928673309
STD_MAE:  10.0302800078
CV_MAE:  0.780731064061



ITERATION 1670 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.53154467759
AVG_RMSE_PER_AREA:  1.37849609381
STD_RMSE:  0.176245046985
CV_RMSE:  0.158632727062
AVG_MAE:  1.2525743665
AVG_MAE_PER_AREA:  1.1274035271
STD_MAE:  0.115219092771
CV_MAE:  0.103705149215



ITERATION 1671 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.3707886817
AVG_RMSE_PER_AREA:  3.8428945504
STD_RMSE:  46.858181884
CV_RMSE:  3.64731973322
AVG_MAE:  19.9404154832
AVG_MAE_PER_AREA:  1.55211038833
STD_MAE:  11.7992414363
CV_MAE:  0.918422448278



ITERATION 1672 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.52141357444
AVG_RMSE_PER_AREA:  1.36937740057
STD_RMSE:  0.229993545887
CV_RMSE:  0.207010091999
AVG_MAE:  1.24605044043
AVG_MAE_PER_AREA:  1.12153154261
STD_MAE:  0.169564430071
CV_MAE:  0.152619709972



ITERATION 1673 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.2423813546
AVG_RMSE_PER_AREA:  3.59938741207
STD_RMSE:  49.4879759279
CV_RMSE:  3.85201610267
AVG_MAE:  19.9058308988
AVG_MAE_PER_AREA:  1.54941841369
STD_MAE:  13.6644440888
CV_MAE:  1.06360500055



ITERATION 1674 OF 6498
HP:  5
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.51952995143
AVG_RMSE_PER_AREA:  1.36768200963
STD_RMSE:  0.233545162782
CV_RMSE:  0.210206792747
AVG_MAE:  1.24840941716
AVG_MAE_PER_AREA:  1.12365478476
STD_MAE:  0.17291215798
CV_MAE:  0.155632896537



ITERATION 1675 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.6285408856
AVG_RMSE_PER_AREA:  4.79700629141
STD_RMSE:  29.2433739142
CV_RMSE:  2.27622862123
AVG_MAE:  20.7449956983
AVG_MAE_PER_AREA:  1.61473683216
STD_MAE:  4.00860858974
CV_MAE:  0.312019728984



ITERATION 1676 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.55065674788
AVG_RMSE_PER_AREA:  1.3956982784
STD_RMSE:  0.0234684265448
CV_RMSE:  0.0211232063899
AVG_MAE:  1.22666676849
AVG_MAE_PER_AREA:  1.10408489776
STD_MAE:  0.0282222250517
CV_MAE:  0.0254019537019



ITERATION 1677 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.4254118309
AVG_RMSE_PER_AREA:  4.70335783629
STD_RMSE:  31.7655409666
CV_RMSE:  2.47254758391
AVG_MAE:  21.1515753174
AVG_MAE_PER_AREA:  1.64638393856
STD_MAE:  6.26391264868
CV_MAE:  0.487566766189



ITERATION 1678 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.54425224139
AVG_RMSE_PER_AREA:  1.38993377978
STD_RMSE:  0.0848702122869
CV_RMSE:  0.0763890585961
AVG_MAE:  1.22003563128
AVG_MAE_PER_AREA:  1.09811641583
STD_MAE:  0.0833438054569
CV_MAE:  0.0750151869202



ITERATION 1679 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.0622189982
AVG_RMSE_PER_AREA:  4.36373818657
STD_RMSE:  37.6187103405
CV_RMSE:  2.92814315551
AVG_MAE:  20.2271688264
AVG_MAE_PER_AREA:  1.57443052721
STD_MAE:  7.49912778344
CV_MAE:  0.58371271882



ITERATION 1680 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.53540103326
AVG_RMSE_PER_AREA:  1.38196708053
STD_RMSE:  0.0859569687901
CV_RMSE:  0.0773672145823
AVG_MAE:  1.21289863579
AVG_MAE_PER_AREA:  1.09169262647
STD_MAE:  0.0725110136555
CV_MAE:  0.0652649253694



ITERATION 1681 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.198980617
AVG_RMSE_PER_AREA:  4.29654594274
STD_RMSE:  37.3822498363
CV_RMSE:  2.90973768119
AVG_MAE:  19.8961450561
AVG_MAE_PER_AREA:  1.54866449274
STD_MAE:  7.52442645517
CV_MAE:  0.585681902022



ITERATION 1682 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.54290406377
AVG_RMSE_PER_AREA:  1.38872032671
STD_RMSE:  0.103093625721
CV_RMSE:  0.0927913905701
AVG_MAE:  1.216010162
AVG_MAE_PER_AREA:  1.09449321517
STD_MAE:  0.0977889198187
CV_MAE:  0.0880167885149



ITERATION 1683 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.7297252095
AVG_RMSE_PER_AREA:  4.18218290035
STD_RMSE:  39.1585885092
CV_RMSE:  3.04800329104
AVG_MAE:  19.6115375566
AVG_MAE_PER_AREA:  1.52651138078
STD_MAE:  7.01398465304
CV_MAE:  0.545950431812



ITERATION 1684 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.52524722577
AVG_RMSE_PER_AREA:  1.3728279518
STD_RMSE:  0.112405726848
CV_RMSE:  0.10117292538
AVG_MAE:  1.21075179881
AVG_MAE_PER_AREA:  1.08976032476
STD_MAE:  0.0971060020626
CV_MAE:  0.0874021153206



ITERATION 1685 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.1955164963
AVG_RMSE_PER_AREA:  4.06276406058
STD_RMSE:  42.4007807951
CV_RMSE:  3.30036715638
AVG_MAE:  20.3875009671
AVG_MAE_PER_AREA:  1.58691036653
STD_MAE:  10.4299656813
CV_MAE:  0.811841563561



ITERATION 1686 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.55511729594
AVG_RMSE_PER_AREA:  1.39971308004
STD_RMSE:  0.164801088874
CV_RMSE:  0.14833237358
AVG_MAE:  1.24019465233
AVG_MAE_PER_AREA:  1.11626092848
STD_MAE:  0.127249799288
CV_MAE:  0.114533616827



ITERATION 1687 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.5552230613
AVG_RMSE_PER_AREA:  3.77941303102
STD_RMSE:  45.1981660173
CV_RMSE:  3.51810838987
AVG_MAE:  19.6560058263
AVG_MAE_PER_AREA:  1.52997267594
STD_MAE:  11.6815159535
CV_MAE:  0.909259001054



ITERATION 1688 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.52993109809
AVG_RMSE_PER_AREA:  1.37704376071
STD_RMSE:  0.19301447974
CV_RMSE:  0.173726375904
AVG_MAE:  1.22380519457
AVG_MAE_PER_AREA:  1.1015092834
STD_MAE:  0.151507341404
CV_MAE:  0.136367081787



ITERATION 1689 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.4514034003
AVG_RMSE_PER_AREA:  3.77133197702
STD_RMSE:  46.8958982887
CV_RMSE:  3.65025548065
AVG_MAE:  20.1020417711
AVG_MAE_PER_AREA:  1.56469096072
STD_MAE:  13.157189596
CV_MAE:  1.02412162226



ITERATION 1690 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.52357860656
AVG_RMSE_PER_AREA:  1.37132607915
STD_RMSE:  0.21200787544
CV_RMSE:  0.19082174515
AVG_MAE:  1.21949358499
AVG_MAE_PER_AREA:  1.09762853669
STD_MAE:  0.175124242622
CV_MAE:  0.157623925648



ITERATION 1691 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.1122105452
AVG_RMSE_PER_AREA:  3.51141783814
STD_RMSE:  48.4088277093
CV_RMSE:  3.76801799531
AVG_MAE:  19.6566975425
AVG_MAE_PER_AREA:  1.53002651734
STD_MAE:  12.5621632937
CV_MAE:  0.97780631324



ITERATION 1692 OF 6498
HP:  5
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.52760834443
AVG_RMSE_PER_AREA:  1.37495312183
STD_RMSE:  0.244828925276
CV_RMSE:  0.220362959099
AVG_MAE:  1.23246327203
AVG_MAE_PER_AREA:  1.10930215169
STD_MAE:  0.181103880604
CV_MAE:  0.163006013237



ITERATION 1693 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.1248871823
AVG_RMSE_PER_AREA:  4.75780318926
STD_RMSE:  29.3839094255
CV_RMSE:  2.2871675421
AVG_MAE:  20.5893425192
AVG_MAE_PER_AREA:  1.60262119111
STD_MAE:  3.9049366642
CV_MAE:  0.303950174328



ITERATION 1694 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.54602521684
AVG_RMSE_PER_AREA:  1.39152958026
STD_RMSE:  0.0235760346803
CV_RMSE:  0.0212200611513
AVG_MAE:  1.22456331646
AVG_MAE_PER_AREA:  1.10219164551
STD_MAE:  0.0265734902793
CV_MAE:  0.0239179784208



ITERATION 1695 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.3061786361
AVG_RMSE_PER_AREA:  4.69407703267
STD_RMSE:  30.9993093083
CV_RMSE:  2.4129060926
AVG_MAE:  20.9675615758
AVG_MAE_PER_AREA:  1.63206078465
STD_MAE:  5.56851000742
CV_MAE:  0.43343842245



ITERATION 1696 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.54219010416
AVG_RMSE_PER_AREA:  1.38807771371
STD_RMSE:  0.0845510758263
CV_RMSE:  0.0761018137179
AVG_MAE:  1.22814880804
AVG_MAE_PER_AREA:  1.10541883582
STD_MAE:  0.0835975701819
CV_MAE:  0.0752435927168



ITERATION 1697 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.9447178074
AVG_RMSE_PER_AREA:  4.35459219766
STD_RMSE:  36.8641244316
CV_RMSE:  2.86940813922
AVG_MAE:  19.9090693923
AVG_MAE_PER_AREA:  1.54967048966
STD_MAE:  6.69699888127
CV_MAE:  0.521277078856



ITERATION 1698 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.52859149687
AVG_RMSE_PER_AREA:  1.375838027
STD_RMSE:  0.083074283887
CV_RMSE:  0.0747725988738
AVG_MAE:  1.2115089032
AVG_MAE_PER_AREA:  1.09044177106
STD_MAE:  0.0691123159079
CV_MAE:  0.0622058624262



ITERATION 1699 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.5893558893
AVG_RMSE_PER_AREA:  4.32693174468
STD_RMSE:  37.1673849352
CV_RMSE:  2.89301315279
AVG_MAE:  20.0613181421
AVG_MAE_PER_AREA:  1.56152113872
STD_MAE:  7.37128100967
CV_MAE:  0.573761456478



ITERATION 1700 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.53321628527
AVG_RMSE_PER_AREA:  1.38000065629
STD_RMSE:  0.100090912214
CV_RMSE:  0.0900887408196
AVG_MAE:  1.21410831603
AVG_MAE_PER_AREA:  1.09278142232
STD_MAE:  0.0978310220315
CV_MAE:  0.0880546834172



ITERATION 1701 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.0596857892
AVG_RMSE_PER_AREA:  4.20786617882
STD_RMSE:  39.1131097627
CV_RMSE:  3.04446334299
AVG_MAE:  19.7332914781
AVG_MAE_PER_AREA:  1.53598839126
STD_MAE:  7.14224528069
CV_MAE:  0.555933907471



ITERATION 1702 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.51712638545
AVG_RMSE_PER_AREA:  1.36551863407
STD_RMSE:  0.126948505283
CV_RMSE:  0.114262431393
AVG_MAE:  1.21000527849
AVG_MAE_PER_AREA:  1.08908840486
STD_MAE:  0.103666377366
CV_MAE:  0.0933069066478



ITERATION 1703 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.387281752
AVG_RMSE_PER_AREA:  4.07769057231
STD_RMSE:  42.3093416531
CV_RMSE:  3.29324976997
AVG_MAE:  20.2402011605
AVG_MAE_PER_AREA:  1.57544493041
STD_MAE:  10.2824137676
CV_MAE:  0.800356504072



ITERATION 1704 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.53656283314
AVG_RMSE_PER_AREA:  1.38301278074
STD_RMSE:  0.161635211311
CV_RMSE:  0.145482864899
AVG_MAE:  1.2317413445
AVG_MAE_PER_AREA:  1.10865236701
STD_MAE:  0.132868912885
CV_MAE:  0.119591207545



ITERATION 1705 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.7718019556
AVG_RMSE_PER_AREA:  3.79627097222
STD_RMSE:  45.3149198536
CV_RMSE:  3.52719620664
AVG_MAE:  19.7405987675
AVG_MAE_PER_AREA:  1.53655717178
STD_MAE:  11.7917730238
CV_MAE:  0.917841126351



ITERATION 1706 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.52206989194
AVG_RMSE_PER_AREA:  1.36996813169
STD_RMSE:  0.19742025912
CV_RMSE:  0.177691881941
AVG_MAE:  1.21928381031
AVG_MAE_PER_AREA:  1.09743972498
STD_MAE:  0.161579782404
CV_MAE:  0.14543297505



ITERATION 1707 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.3029309953
AVG_RMSE_PER_AREA:  3.75977526886
STD_RMSE:  46.9966677212
CV_RMSE:  3.65809911275
AVG_MAE:  20.0460004177
AVG_MAE_PER_AREA:  1.56032884666
STD_MAE:  13.2423678676
CV_MAE:  1.03075167871



ITERATION 1708 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.50715822169
AVG_RMSE_PER_AREA:  1.35654659754
STD_RMSE:  0.21810623957
CV_RMSE:  0.19631069448
AVG_MAE:  1.21196026797
AVG_MAE_PER_AREA:  1.09084803055
STD_MAE:  0.183425082363
CV_MAE:  0.165095255297



ITERATION 1709 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.9066700123
AVG_RMSE_PER_AREA:  3.49541909446
STD_RMSE:  48.8369001975
CV_RMSE:  3.80133805107
AVG_MAE:  19.6630274961
AVG_MAE_PER_AREA:  1.53051922456
STD_MAE:  13.1221349424
CV_MAE:  1.02139305865



ITERATION 1710 OF 6498
HP:  5
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.50833158462
AVG_RMSE_PER_AREA:  1.35760270529
STD_RMSE:  0.259700081151
CV_RMSE:  0.23374802751
AVG_MAE:  1.22508652974
AVG_MAE_PER_AREA:  1.10266257364
STD_MAE:  0.195670436099
CV_MAE:  0.176116920247



ITERATION 1711 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  67.799414772
AVG_RMSE_PER_AREA:  5.27733116088
STD_RMSE:  27.6851426601
CV_RMSE:  2.15493992897
AVG_MAE:  24.1778846843
AVG_MAE_PER_AREA:  1.88194403562
STD_MAE:  5.36510193711
CV_MAE:  0.417605664138



ITERATION 1712 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.5774066321
AVG_RMSE_PER_AREA:  1.41977502356
STD_RMSE:  0.0694232961304
CV_RMSE:  0.0624857661261
AVG_MAE:  1.28579484137
AVG_MAE_PER_AREA:  1.1573042512
STD_MAE:  0.0532078404547
CV_MAE:  0.0478907349557



ITERATION 1713 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  63.9645148901
AVG_RMSE_PER_AREA:  4.97883246862
STD_RMSE:  28.1093598995
CV_RMSE:  2.18795990215
AVG_MAE:  22.2123799477
AVG_MAE_PER_AREA:  1.72895422843
STD_MAE:  5.16468628756
CV_MAE:  0.402005828121



ITERATION 1714 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.55209125618
AVG_RMSE_PER_AREA:  1.39698943504
STD_RMSE:  0.0973514329671
CV_RMSE:  0.0876230201027
AVG_MAE:  1.25346461637
AVG_MAE_PER_AREA:  1.12820481354
STD_MAE:  0.0777329417502
CV_MAE:  0.0699650216748



ITERATION 1715 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  67.7484639722
AVG_RMSE_PER_AREA:  5.27336528235
STD_RMSE:  29.9847781557
CV_RMSE:  2.3339376106
AVG_MAE:  23.4281726345
AVG_MAE_PER_AREA:  1.82358838793
STD_MAE:  4.82620327604
CV_MAE:  0.3756591856



ITERATION 1716 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.55131852268
AVG_RMSE_PER_AREA:  1.39629392147
STD_RMSE:  0.0995749639595
CV_RMSE:  0.0896243517206
AVG_MAE:  1.23966740444
AVG_MAE_PER_AREA:  1.11578636893
STD_MAE:  0.0863225591521
CV_MAE:  0.0776962711833



ITERATION 1717 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.5984278608
AVG_RMSE_PER_AREA:  4.4833127128
STD_RMSE:  37.6563992078
CV_RMSE:  2.9310767595
AVG_MAE:  22.2102242276
AVG_MAE_PER_AREA:  1.72878643275
STD_MAE:  8.4986009865
CV_MAE:  0.661509128962



ITERATION 1718 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.50423473429
AVG_RMSE_PER_AREA:  1.35391525677
STD_RMSE:  0.101430859619
CV_RMSE:  0.0912947861222
AVG_MAE:  1.21603334942
AVG_MAE_PER_AREA:  1.09451408546
STD_MAE:  0.0919013074489
CV_MAE:  0.0827175303395



ITERATION 1719 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  61.2066778787
AVG_RMSE_PER_AREA:  4.76416956562
STD_RMSE:  36.6548497307
CV_RMSE:  2.85311873755
AVG_MAE:  22.5901592509
AVG_MAE_PER_AREA:  1.7583595927
STD_MAE:  6.79128157185
CV_MAE:  0.528615799738



ITERATION 1720 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.51729874647
AVG_RMSE_PER_AREA:  1.36567377091
STD_RMSE:  0.117049006924
CV_RMSE:  0.105352198464
AVG_MAE:  1.23661766864
AVG_MAE_PER_AREA:  1.11304139586
STD_MAE:  0.0886735628824
CV_MAE:  0.0798123370782



ITERATION 1721 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  59.6028488119
AVG_RMSE_PER_AREA:  4.63933165751
STD_RMSE:  41.3306409209
CV_RMSE:  3.21707023526
AVG_MAE:  23.0504738878
AVG_MAE_PER_AREA:  1.79418929397
STD_MAE:  10.219566099
CV_MAE:  0.795464604025



ITERATION 1722 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.51854729085
AVG_RMSE_PER_AREA:  1.36679754717
STD_RMSE:  0.198476207218
CV_RMSE:  0.178642308232
AVG_MAE:  1.23434704551
AVG_MAE_PER_AREA:  1.11099767806
STD_MAE:  0.14498887734
CV_MAE:  0.130500013473



ITERATION 1723 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.3726146036
AVG_RMSE_PER_AREA:  3.68736184613
STD_RMSE:  45.5590360426
CV_RMSE:  3.54619757967
AVG_MAE:  18.5211803922
AVG_MAE_PER_AREA:  1.44164079806
STD_MAE:  8.7142161772
CV_MAE:  0.678292057966



ITERATION 1724 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.50759905253
AVG_RMSE_PER_AREA:  1.35694337577
STD_RMSE:  0.187526803564
CV_RMSE:  0.168787087952
AVG_MAE:  1.2259660853
AVG_MAE_PER_AREA:  1.10345423445
STD_MAE:  0.128389523892
CV_MAE:  0.115559447766



ITERATION 1725 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.2422736721
AVG_RMSE_PER_AREA:  3.67721644499
STD_RMSE:  49.2189267564
CV_RMSE:  3.83107401074
AVG_MAE:  19.7918134457
AVG_MAE_PER_AREA:  1.54054358992
STD_MAE:  13.0188536185
CV_MAE:  1.01335390742



ITERATION 1726 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.51960609215
AVG_RMSE_PER_AREA:  1.36775054154
STD_RMSE:  0.236019109443
CV_RMSE:  0.212433515779
AVG_MAE:  1.24438494024
AVG_MAE_PER_AREA:  1.12003247729
STD_MAE:  0.158279377245
CV_MAE:  0.142462382232



ITERATION 1727 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.1032241337
AVG_RMSE_PER_AREA:  3.66639318842
STD_RMSE:  49.9552966674
CV_RMSE:  3.88839114085
AVG_MAE:  20.5253886693
AVG_MAE_PER_AREA:  1.59764318878
STD_MAE:  13.4169969969
CV_MAE:  1.04434435866



ITERATION 1728 OF 6498
HP:  6
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.50946083677
AVG_RMSE_PER_AREA:  1.3586191103
STD_RMSE:  0.288754352302
CV_RMSE:  0.259898880226
AVG_MAE:  1.24122847236
AVG_MAE_PER_AREA:  1.11719143798
STD_MAE:  0.191426151266
CV_MAE:  0.172296770467



ITERATION 1729 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.1163945073
AVG_RMSE_PER_AREA:  4.60146731209
STD_RMSE:  28.6843553795
CV_RMSE:  2.23271606375
AVG_MAE:  19.0240268629
AVG_MAE_PER_AREA:  1.48078106731
STD_MAE:  4.15996387941
CV_MAE:  0.323800833425



ITERATION 1730 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.48279581842
AVG_RMSE_PER_AREA:  1.33461875029
STD_RMSE:  0.0432438030776
CV_RMSE:  0.0389224124484
AVG_MAE:  1.20440740504
AVG_MAE_PER_AREA:  1.08404993175
STD_MAE:  0.0388528071534
CV_MAE:  0.0349702125432



ITERATION 1731 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.4180266003
AVG_RMSE_PER_AREA:  4.78062040369
STD_RMSE:  27.8998043456
CV_RMSE:  2.17164863961
AVG_MAE:  19.7962799975
AVG_MAE_PER_AREA:  1.54089125477
STD_MAE:  3.27004280959
CV_MAE:  0.254531678105



ITERATION 1732 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.51016179385
AVG_RMSE_PER_AREA:  1.35925002014
STD_RMSE:  0.0396324956631
CV_RMSE:  0.0356719861061
AVG_MAE:  1.21662852372
AVG_MAE_PER_AREA:  1.09504978347
STD_MAE:  0.0411871739588
CV_MAE:  0.0370713040555



ITERATION 1733 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.3893421571
AVG_RMSE_PER_AREA:  4.46703802218
STD_RMSE:  35.3210942066
CV_RMSE:  2.74930265578
AVG_MAE:  19.5256116782
AVG_MAE_PER_AREA:  1.51982313256
STD_MAE:  5.79369422524
CV_MAE:  0.450966179786



ITERATION 1734 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.50156407428
AVG_RMSE_PER_AREA:  1.35151147812
STD_RMSE:  0.0725846282358
CV_RMSE:  0.065331183581
AVG_MAE:  1.2048228491
AVG_MAE_PER_AREA:  1.08442386012
STD_MAE:  0.0705282247802
CV_MAE:  0.0634802783006



ITERATION 1735 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.6471160918
AVG_RMSE_PER_AREA:  4.25359023486
STD_RMSE:  36.5156520406
CV_RMSE:  2.84228394923
AVG_MAE:  18.6186339092
AVG_MAE_PER_AREA:  1.44922632787
STD_MAE:  6.61496856192
CV_MAE:  0.514892050875



ITERATION 1736 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.48257239514
AVG_RMSE_PER_AREA:  1.3344176539
STD_RMSE:  0.0902287691473
CV_RMSE:  0.0812121302364
AVG_MAE:  1.1905962653
AVG_MAE_PER_AREA:  1.07161895114
STD_MAE:  0.0962458459108
CV_MAE:  0.0866279153167



ITERATION 1737 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.5790597565
AVG_RMSE_PER_AREA:  4.32613032033
STD_RMSE:  38.4682618602
CV_RMSE:  2.99427004942
AVG_MAE:  19.2585784314
AVG_MAE_PER_AREA:  1.499037955
STD_MAE:  6.71801359456
CV_MAE:  0.522912809809



ITERATION 1738 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49812503246
AVG_RMSE_PER_AREA:  1.34841610271
STD_RMSE:  0.114119302855
CV_RMSE:  0.102715262255
AVG_MAE:  1.20127765493
AVG_MAE_PER_AREA:  1.08123294027
STD_MAE:  0.0773483127789
CV_MAE:  0.0696188290092



ITERATION 1739 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.3208027974
AVG_RMSE_PER_AREA:  3.9946786077
STD_RMSE:  41.6847362653
CV_RMSE:  3.24463210141
AVG_MAE:  19.154339136
AVG_MAE_PER_AREA:  1.49092423775
STD_MAE:  9.11267577677
CV_MAE:  0.70930712304



ITERATION 1740 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48599583778
AVG_RMSE_PER_AREA:  1.33749898895
STD_RMSE:  0.17327743598
CV_RMSE:  0.15596167199
AVG_MAE:  1.19911173254
AVG_MAE_PER_AREA:  1.07928346038
STD_MAE:  0.126948894919
CV_MAE:  0.114262782093



ITERATION 1741 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.3681593276
AVG_RMSE_PER_AREA:  3.76485247361
STD_RMSE:  44.8759871826
CV_RMSE:  3.49303082232
AVG_MAE:  19.1565563025
AVG_MAE_PER_AREA:  1.49109681625
STD_MAE:  10.7946471647
CV_MAE:  0.840227427398



ITERATION 1742 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.49888899734
AVG_RMSE_PER_AREA:  1.34910372392
STD_RMSE:  0.203887023595
CV_RMSE:  0.18351241705
AVG_MAE:  1.21955217166
AVG_MAE_PER_AREA:  1.09768126875
STD_MAE:  0.153638181889
CV_MAE:  0.138284985541



ITERATION 1743 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.4075557481
AVG_RMSE_PER_AREA:  3.61224415982
STD_RMSE:  47.0022335249
CV_RMSE:  3.65853234052
AVG_MAE:  18.7837166992
AVG_MAE_PER_AREA:  1.46207594545
STD_MAE:  12.1911811909
CV_MAE:  0.948930025472



ITERATION 1744 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46836093488
AVG_RMSE_PER_AREA:  1.32162635714
STD_RMSE:  0.227284911007
CV_RMSE:  0.204572133345
AVG_MAE:  1.19560425259
AVG_MAE_PER_AREA:  1.07612648593
STD_MAE:  0.173394446776
CV_MAE:  0.156066989797



ITERATION 1745 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.1340323811
AVG_RMSE_PER_AREA:  3.43527897879
STD_RMSE:  48.5687850981
CV_RMSE:  3.7804686649
AVG_MAE:  18.8047608409
AVG_MAE_PER_AREA:  1.46371396704
STD_MAE:  12.3696418009
CV_MAE:  0.962820937974



ITERATION 1746 OF 6498
HP:  6
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4772551975
AVG_RMSE_PER_AREA:  1.32963180841
STD_RMSE:  0.266549898958
CV_RMSE:  0.239913337102
AVG_MAE:  1.20479352904
AVG_MAE_PER_AREA:  1.08439747005
STD_MAE:  0.17915741897
CV_MAE:  0.161254063197



ITERATION 1747 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.4815430541
AVG_RMSE_PER_AREA:  4.55205211629
STD_RMSE:  29.6956156762
CV_RMSE:  2.31142995078
AVG_MAE:  19.3868686614
AVG_MAE_PER_AREA:  1.50902373483
STD_MAE:  3.26683402569
CV_MAE:  0.254281914662



ITERATION 1748 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.54141576709
AVG_RMSE_PER_AREA:  1.38738075681
STD_RMSE:  0.0113086678711
CV_RMSE:  0.0101785829135
AVG_MAE:  1.23621525423
AVG_MAE_PER_AREA:  1.11267919506
STD_MAE:  0.0184183860835
CV_MAE:  0.016577820838



ITERATION 1749 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.3619321121
AVG_RMSE_PER_AREA:  4.85409156841
STD_RMSE:  28.1261831978
CV_RMSE:  2.18926938419
AVG_MAE:  20.972043347
AVG_MAE_PER_AREA:  1.63240963414
STD_MAE:  3.58039600768
CV_MAE:  0.278688768674



ITERATION 1750 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.53117795562
AVG_RMSE_PER_AREA:  1.37816601869
STD_RMSE:  0.0920368392883
CV_RMSE:  0.0828395183651
AVG_MAE:  1.22535130889
AVG_MAE_PER_AREA:  1.10290089318
STD_MAE:  0.0806923812301
CV_MAE:  0.0726287218088



ITERATION 1751 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  60.3538761439
AVG_RMSE_PER_AREA:  4.69778968337
STD_RMSE:  33.481065554
CV_RMSE:  2.60607958257
AVG_MAE:  21.2072757885
AVG_MAE_PER_AREA:  1.65071951922
STD_MAE:  5.36730435563
CV_MAE:  0.417777094701



ITERATION 1752 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.54490765602
AVG_RMSE_PER_AREA:  1.39052369826
STD_RMSE:  0.0824417557041
CV_RMSE:  0.0742032797791
AVG_MAE:  1.23808387277
AVG_MAE_PER_AREA:  1.11436108094
STD_MAE:  0.0693636552552
CV_MAE:  0.0624320852151



ITERATION 1753 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.88347901
AVG_RMSE_PER_AREA:  4.5055003573
STD_RMSE:  34.8737678355
CV_RMSE:  2.71448392755
AVG_MAE:  20.5801927472
AVG_MAE_PER_AREA:  1.60190899651
STD_MAE:  5.44365532937
CV_MAE:  0.423720057103



ITERATION 1754 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.53622139088
AVG_RMSE_PER_AREA:  1.38270545911
STD_RMSE:  0.118013501639
CV_RMSE:  0.106220310388
AVG_MAE:  1.22885515573
AVG_MAE_PER_AREA:  1.10605459757
STD_MAE:  0.091660616229
CV_MAE:  0.0825008916013



ITERATION 1755 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  57.0731173954
AVG_RMSE_PER_AREA:  4.44242390428
STD_RMSE:  39.0503092641
CV_RMSE:  3.03957511454
AVG_MAE:  21.2090575038
AVG_MAE_PER_AREA:  1.65085820333
STD_MAE:  7.68886404104
CV_MAE:  0.598481298577



ITERATION 1756 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.53380394492
AVG_RMSE_PER_AREA:  1.38052959061
STD_RMSE:  0.142116917432
CV_RMSE:  0.127915051001
AVG_MAE:  1.21883364137
AVG_MAE_PER_AREA:  1.09703454181
STD_MAE:  0.0954331727389
CV_MAE:  0.0858964532775



ITERATION 1757 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.2641391356
AVG_RMSE_PER_AREA:  4.22378029872
STD_RMSE:  40.538971395
CV_RMSE:  3.15544872611
AVG_MAE:  20.6357285622
AVG_MAE_PER_AREA:  1.60623176078
STD_MAE:  8.82660726538
CV_MAE:  0.6870402897



ITERATION 1758 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.51487763313
AVG_RMSE_PER_AREA:  1.36349460152
STD_RMSE:  0.203872523832
CV_RMSE:  0.183499366261
AVG_MAE:  1.21566684117
AVG_MAE_PER_AREA:  1.09418420269
STD_MAE:  0.16040372112
CV_MAE:  0.144374438587



ITERATION 1759 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  52.6454193499
AVG_RMSE_PER_AREA:  4.09778333555
STD_RMSE:  42.4827770645
CV_RMSE:  3.30674953401
AVG_MAE:  20.9524581699
AVG_MAE_PER_AREA:  1.63088517459
STD_MAE:  9.83419130376
CV_MAE:  0.765468026294



ITERATION 1760 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.52716272192
AVG_RMSE_PER_AREA:  1.37455203076
STD_RMSE:  0.223797168289
CV_RMSE:  0.201432923771
AVG_MAE:  1.2301569766
AVG_MAE_PER_AREA:  1.10722632636
STD_MAE:  0.158321828172
CV_MAE:  0.142500591001



ITERATION 1761 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.6762137375
AVG_RMSE_PER_AREA:  3.86666804711
STD_RMSE:  45.8845365787
CV_RMSE:  3.57153369987
AVG_MAE:  20.7769744964
AVG_MAE_PER_AREA:  1.61722597913
STD_MAE:  11.6843748401
CV_MAE:  0.909481529396



ITERATION 1762 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.50726367762
AVG_RMSE_PER_AREA:  1.35664151517
STD_RMSE:  0.229945800903
CV_RMSE:  0.206967118213
AVG_MAE:  1.21318179224
AVG_MAE_PER_AREA:  1.09194748685
STD_MAE:  0.160101359821
CV_MAE:  0.144102292514



ITERATION 1763 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  48.8210054063
AVG_RMSE_PER_AREA:  3.80010084162
STD_RMSE:  46.7616676415
CV_RMSE:  3.63980731411
AVG_MAE:  20.9859410265
AVG_MAE_PER_AREA:  1.63349139358
STD_MAE:  12.5796816011
CV_MAE:  0.979169892997



ITERATION 1764 OF 6498
HP:  6
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4909175641
AVG_RMSE_PER_AREA:  1.34192888291
STD_RMSE:  0.312188120724
CV_RMSE:  0.280990891908
AVG_MAE:  1.21029141145
AVG_MAE_PER_AREA:  1.08934594431
STD_MAE:  0.216338590436
CV_MAE:  0.194719688052



ITERATION 1765 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.0125388572
AVG_RMSE_PER_AREA:  4.7490582861
STD_RMSE:  29.4678260633
CV_RMSE:  2.29369939623
AVG_MAE:  19.5952021814
AVG_MAE_PER_AREA:  1.52523987742
STD_MAE:  3.29128990297
CV_MAE:  0.256185496923



ITERATION 1766 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.54645586747
AVG_RMSE_PER_AREA:  1.3919171956
STD_RMSE:  0.0403865214503
CV_RMSE:  0.0363506614444
AVG_MAE:  1.22723625698
AVG_MAE_PER_AREA:  1.10459747677
STD_MAE:  0.014590998346
CV_MAE:  0.0131329072662



ITERATION 1767 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  64.9407252459
AVG_RMSE_PER_AREA:  5.05481815887
STD_RMSE:  29.193296569
CV_RMSE:  2.27233073014
AVG_MAE:  22.573972772
AVG_MAE_PER_AREA:  1.75709967903
STD_MAE:  6.26659760966
CV_MAE:  0.48777575661



ITERATION 1768 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.54937932514
AVG_RMSE_PER_AREA:  1.39454850962
STD_RMSE:  0.0816361917438
CV_RMSE:  0.0734782165219
AVG_MAE:  1.23407946883
AVG_MAE_PER_AREA:  1.11075684055
STD_MAE:  0.0781813575659
CV_MAE:  0.0703686269104



ITERATION 1769 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  61.0767142367
AVG_RMSE_PER_AREA:  4.75405353172
STD_RMSE:  34.5101898591
CV_RMSE:  2.68618395784
AVG_MAE:  21.5306387405
AVG_MAE_PER_AREA:  1.6758892554
STD_MAE:  6.46942216362
CV_MAE:  0.503563095519



ITERATION 1770 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.54947872571
AVG_RMSE_PER_AREA:  1.394637977
STD_RMSE:  0.0865966889554
CV_RMSE:  0.0779430069584
AVG_MAE:  1.23241802686
AVG_MAE_PER_AREA:  1.10926142791
STD_MAE:  0.0791635727089
CV_MAE:  0.0712526884449



ITERATION 1771 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  58.1451624458
AVG_RMSE_PER_AREA:  4.5258691194
STD_RMSE:  36.1473860714
CV_RMSE:  2.81361907828
AVG_MAE:  20.8402038381
AVG_MAE_PER_AREA:  1.62214758761
STD_MAE:  6.86274650271
CV_MAE:  0.534178445194



ITERATION 1772 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.53183073454
AVG_RMSE_PER_AREA:  1.37875356485
STD_RMSE:  0.148893750889
CV_RMSE:  0.134014669632
AVG_MAE:  1.23240083239
AVG_MAE_PER_AREA:  1.1092459517
STD_MAE:  0.124259283779
CV_MAE:  0.111841946119



ITERATION 1773 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  58.3267497635
AVG_RMSE_PER_AREA:  4.54000340674
STD_RMSE:  39.5204966318
CV_RMSE:  3.07617328365
AVG_MAE:  20.9978563348
AVG_MAE_PER_AREA:  1.63441885037
STD_MAE:  7.78340652132
CV_MAE:  0.605840240818



ITERATION 1774 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.513724014
AVG_RMSE_PER_AREA:  1.36245626454
STD_RMSE:  0.150033298431
CV_RMSE:  0.135040341203
AVG_MAE:  1.20780932315
AVG_MAE_PER_AREA:  1.08711189324
STD_MAE:  0.103833172019
CV_MAE:  0.0934570333671



ITERATION 1775 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  55.3653936305
AVG_RMSE_PER_AREA:  4.30949910148
STD_RMSE:  41.1858634983
CV_RMSE:  3.20580113498
AVG_MAE:  21.1973920052
AVG_MAE_PER_AREA:  1.64995019108
STD_MAE:  10.75892341
CV_MAE:  0.837446782688



ITERATION 1776 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.51682282071
AVG_RMSE_PER_AREA:  1.36524540482
STD_RMSE:  0.17976219881
CV_RMSE:  0.161798406864
AVG_MAE:  1.22055533031
AVG_MAE_PER_AREA:  1.09858418089
STD_MAE:  0.131204715532
CV_MAE:  0.118093314872



ITERATION 1777 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  52.5577780041
AVG_RMSE_PER_AREA:  4.09096155978
STD_RMSE:  43.7887758561
CV_RMSE:  3.40840510349
AVG_MAE:  20.5584290383
AVG_MAE_PER_AREA:  1.60021496568
STD_MAE:  10.9891196195
CV_MAE:  0.855364660501



ITERATION 1778 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.50937789567
AVG_RMSE_PER_AREA:  1.35854445758
STD_RMSE:  0.191954489789
CV_RMSE:  0.172772311664
AVG_MAE:  1.21352230781
AVG_MAE_PER_AREA:  1.0922539744
STD_MAE:  0.153524767384
CV_MAE:  0.138182904645



ITERATION 1779 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.6891402411
AVG_RMSE_PER_AREA:  3.86767421273
STD_RMSE:  46.7778376895
CV_RMSE:  3.64106594884
AVG_MAE:  20.3188406201
AVG_MAE_PER_AREA:  1.58156602262
STD_MAE:  12.4090381922
CV_MAE:  0.96588745122



ITERATION 1780 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.50145097986
AVG_RMSE_PER_AREA:  1.35140968532
STD_RMSE:  0.201942139842
CV_RMSE:  0.181761887213
AVG_MAE:  1.22253416636
AVG_MAE_PER_AREA:  1.10036527014
STD_MAE:  0.14349920077
CV_MAE:  0.129159201571



ITERATION 1781 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.2895317522
AVG_RMSE_PER_AREA:  3.68089489177
STD_RMSE:  48.4194621892
CV_RMSE:  3.76884575573
AVG_MAE:  20.7427700922
AVG_MAE_PER_AREA:  1.61456359673
STD_MAE:  12.795621323
CV_MAE:  0.995978082668



ITERATION 1782 OF 6498
HP:  6
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.48733372481
AVG_RMSE_PER_AREA:  1.33870317977
STD_RMSE:  0.25284320686
CV_RMSE:  0.227576366595
AVG_MAE:  1.22534746612
AVG_MAE_PER_AREA:  1.10289743442
STD_MAE:  0.171496694789
CV_MAE:  0.154358881806



ITERATION 1783 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  63.9761270254
AVG_RMSE_PER_AREA:  4.97973632721
STD_RMSE:  27.6998121304
CV_RMSE:  2.15608176262
AVG_MAE:  21.1153477357
AVG_MAE_PER_AREA:  1.64356407726
STD_MAE:  2.2108115109
CV_MAE:  0.172083852295



ITERATION 1784 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47223764691
AVG_RMSE_PER_AREA:  1.32511566599
STD_RMSE:  0.0311451563204
CV_RMSE:  0.0280327939219
AVG_MAE:  1.18178345838
AVG_MAE_PER_AREA:  1.06368681563
STD_MAE:  0.0185206975517
CV_MAE:  0.0166699082328



ITERATION 1785 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  64.8516608357
AVG_RMSE_PER_AREA:  5.04788561544
STD_RMSE:  27.1234057284
CV_RMSE:  2.1112157785
AVG_MAE:  21.2991978467
AVG_MAE_PER_AREA:  1.65787449458
STD_MAE:  3.51387334485
CV_MAE:  0.273510816583



ITERATION 1786 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.49302001352
AVG_RMSE_PER_AREA:  1.34382123273
STD_RMSE:  0.0818775389497
CV_RMSE:  0.0736954456928
AVG_MAE:  1.19334268828
AVG_MAE_PER_AREA:  1.0740909217
STD_MAE:  0.0764361898165
CV_MAE:  0.0687978552829



ITERATION 1787 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  59.9443444021
AVG_RMSE_PER_AREA:  4.66591279136
STD_RMSE:  34.7083420142
CV_RMSE:  2.7016076093
AVG_MAE:  20.9740757832
AVG_MAE_PER_AREA:  1.63256783371
STD_MAE:  5.49020583096
CV_MAE:  0.427343427798



ITERATION 1788 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47159538598
AVG_RMSE_PER_AREA:  1.32453758674
STD_RMSE:  0.104326707147
CV_RMSE:  0.0939012491033
AVG_MAE:  1.17586790743
AVG_MAE_PER_AREA:  1.05836241081
STD_MAE:  0.0850657063231
CV_MAE:  0.0765650167442



ITERATION 1789 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  60.324555756
AVG_RMSE_PER_AREA:  4.69550746017
STD_RMSE:  35.3023539789
CV_RMSE:  2.7478439649
AVG_MAE:  21.0838255361
AVG_MAE_PER_AREA:  1.64111047073
STD_MAE:  5.71657748356
CV_MAE:  0.444963611988



ITERATION 1790 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46322203105
AVG_RMSE_PER_AREA:  1.31700098841
STD_RMSE:  0.111482360287
CV_RMSE:  0.100341831638
AVG_MAE:  1.16142597891
AVG_MAE_PER_AREA:  1.04536367669
STD_MAE:  0.0913460935067
CV_MAE:  0.0822177994066



ITERATION 1791 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  58.2700045365
AVG_RMSE_PER_AREA:  4.53558650498
STD_RMSE:  38.9963855664
CV_RMSE:  3.03537783332
AVG_MAE:  21.6654183007
AVG_MAE_PER_AREA:  1.68638014791
STD_MAE:  7.46080728775
CV_MAE:  0.580729950507



ITERATION 1792 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49013085373
AVG_RMSE_PER_AREA:  1.34122078918
STD_RMSE:  0.156221737272
CV_RMSE:  0.140610364001
AVG_MAE:  1.19657856518
AVG_MAE_PER_AREA:  1.07700343462
STD_MAE:  0.104788988142
CV_MAE:  0.0943173339583



ITERATION 1793 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.5348156902
AVG_RMSE_PER_AREA:  4.24484906194
STD_RMSE:  42.1166907922
CV_RMSE:  3.27825432503
AVG_MAE:  20.0961411992
AVG_MAE_PER_AREA:  1.56423167546
STD_MAE:  7.78744321851
CV_MAE:  0.606154446891



ITERATION 1794 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46096340368
AVG_RMSE_PER_AREA:  1.31496806763
STD_RMSE:  0.157910087501
CV_RMSE:  0.142129995931
AVG_MAE:  1.17029265622
AVG_MAE_PER_AREA:  1.05334429927
STD_MAE:  0.108927415493
CV_MAE:  0.0980422046862



ITERATION 1795 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  52.7325862446
AVG_RMSE_PER_AREA:  4.10456818128
STD_RMSE:  44.3493075426
CV_RMSE:  3.4520354408
AVG_MAE:  20.6993138189
AVG_MAE_PER_AREA:  1.61118107276
STD_MAE:  10.1148982077
CV_MAE:  0.787317525969



ITERATION 1796 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.47345452244
AVG_RMSE_PER_AREA:  1.32621093809
STD_RMSE:  0.190222420499
CV_RMSE:  0.171213329556
AVG_MAE:  1.18028760861
AVG_MAE_PER_AREA:  1.06234044742
STD_MAE:  0.127971992928
CV_MAE:  0.115183641033



ITERATION 1797 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  51.9241600837
AVG_RMSE_PER_AREA:  4.04164237897
STD_RMSE:  46.7333324601
CV_RMSE:  3.63760177684
AVG_MAE:  20.8079379003
AVG_MAE_PER_AREA:  1.61963609043
STD_MAE:  11.3219901246
CV_MAE:  0.881274440033



ITERATION 1798 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44708733449
AVG_RMSE_PER_AREA:  1.30247864603
STD_RMSE:  0.218729252317
CV_RMSE:  0.196871449024
AVG_MAE:  1.16890305528
AVG_MAE_PER_AREA:  1.05209356236
STD_MAE:  0.160607651111
CV_MAE:  0.144557989678



ITERATION 1799 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.8026607823
AVG_RMSE_PER_AREA:  3.72083552886
STD_RMSE:  48.9374199579
CV_RMSE:  3.80916224934
AVG_MAE:  20.248426992
AVG_MAE_PER_AREA:  1.57608520786
STD_MAE:  12.9178360691
CV_MAE:  1.00549096254



ITERATION 1800 OF 6498
HP:  6
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45803260139
AVG_RMSE_PER_AREA:  1.31233014295
STD_RMSE:  0.2772452722
CV_RMSE:  0.249539912449
AVG_MAE:  1.17664499234
AVG_MAE_PER_AREA:  1.05906184096
STD_MAE:  0.189364014351
CV_MAE:  0.170440704676



ITERATION 1801 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  70.087870801
AVG_RMSE_PER_AREA:  5.45545866173
STD_RMSE:  22.2787371865
CV_RMSE:  1.73411930434
AVG_MAE:  24.4609251542
AVG_MAE_PER_AREA:  1.90397517404
STD_MAE:  0.873895996279
CV_MAE:  0.0680218050265



ITERATION 1802 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.48670434548
AVG_RMSE_PER_AREA:  1.33813669486
STD_RMSE:  0.0727918289258
CV_RMSE:  0.0655176785269
AVG_MAE:  1.19629272633
AVG_MAE_PER_AREA:  1.0767461599
STD_MAE:  0.0453153270692
CV_MAE:  0.0407869272565



ITERATION 1803 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  63.752302246
AVG_RMSE_PER_AREA:  4.96231438504
STD_RMSE:  29.8769213583
CV_RMSE:  2.32554231634
AVG_MAE:  23.071159354
AVG_MAE_PER_AREA:  1.79579939718
STD_MAE:  6.21945462206
CV_MAE:  0.484106268336



ITERATION 1804 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.49667236318
AVG_RMSE_PER_AREA:  1.34710859993
STD_RMSE:  0.0568415133304
CV_RMSE:  0.0511612917593
AVG_MAE:  1.18444193073
AVG_MAE_PER_AREA:  1.06607962455
STD_MAE:  0.0742939783923
CV_MAE:  0.0668697168985



ITERATION 1805 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.9543735681
AVG_RMSE_PER_AREA:  4.43318119175
STD_RMSE:  36.7061088828
CV_RMSE:  2.85710861743
AVG_MAE:  19.3697534864
AVG_MAE_PER_AREA:  1.50769153386
STD_MAE:  6.48181822009
CV_MAE:  0.504527972506



ITERATION 1806 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.50327069639
AVG_RMSE_PER_AREA:  1.353047556
STD_RMSE:  0.0975676403315
CV_RMSE:  0.0878176216782
AVG_MAE:  1.185004852
AVG_MAE_PER_AREA:  1.06658629261
STD_MAE:  0.09337385397
CV_MAE:  0.0840429240136



ITERATION 1807 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.0315381448
AVG_RMSE_PER_AREA:  4.43918748291
STD_RMSE:  36.1623511148
CV_RMSE:  2.81478391857
AVG_MAE:  21.514657357
AVG_MAE_PER_AREA:  1.67464530583
STD_MAE:  8.52825513292
CV_MAE:  0.663817331053



ITERATION 1808 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.48297809302
AVG_RMSE_PER_AREA:  1.33478281003
STD_RMSE:  0.138797510347
CV_RMSE:  0.124927355136
AVG_MAE:  1.16210134706
AVG_MAE_PER_AREA:  1.04597155472
STD_MAE:  0.110794044996
CV_MAE:  0.0997223002894



ITERATION 1809 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.4077115172
AVG_RMSE_PER_AREA:  4.00144335776
STD_RMSE:  41.2504489541
CV_RMSE:  3.21082829989
AVG_MAE:  18.4014537456
AVG_MAE_PER_AREA:  1.43232158543
STD_MAE:  7.26499208013
CV_MAE:  0.565488200996



ITERATION 1810 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.51774445231
AVG_RMSE_PER_AREA:  1.36607493698
STD_RMSE:  0.113197556659
CV_RMSE:  0.101885626954
AVG_MAE:  1.20385811884
AVG_MAE_PER_AREA:  1.0835555362
STD_MAE:  0.0819871127575
CV_MAE:  0.0737940696952



ITERATION 1811 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.8295738145
AVG_RMSE_PER_AREA:  3.95644261367
STD_RMSE:  43.0279576684
CV_RMSE:  3.34918498274
AVG_MAE:  18.1137878788
AVG_MAE_PER_AREA:  1.40993041807
STD_MAE:  8.15725891321
CV_MAE:  0.634939944464



ITERATION 1812 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46920525235
AVG_RMSE_PER_AREA:  1.32238630124
STD_RMSE:  0.167280350185
CV_RMSE:  0.150563880164
AVG_MAE:  1.16472184543
AVG_MAE_PER_AREA:  1.04833018442
STD_MAE:  0.118901423557
CV_MAE:  0.107019501501



ITERATION 1813 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.1791071282
AVG_RMSE_PER_AREA:  3.75013713918
STD_RMSE:  43.1373710357
CV_RMSE:  3.35770143637
AVG_MAE:  18.6548560224
AVG_MAE_PER_AREA:  1.45204576352
STD_MAE:  10.1047801301
CV_MAE:  0.78652996097



ITERATION 1814 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4448494068
AVG_RMSE_PER_AREA:  1.30046435639
STD_RMSE:  0.193302131405
CV_RMSE:  0.173985282289
AVG_MAE:  1.14708053717
AVG_MAE_PER_AREA:  1.03245178735
STD_MAE:  0.142599062222
CV_MAE:  0.128349014646



ITERATION 1815 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.2798250126
AVG_RMSE_PER_AREA:  3.83581417356
STD_RMSE:  46.1547625665
CV_RMSE:  3.59256739213
AVG_MAE:  20.9187866657
AVG_MAE_PER_AREA:  1.62826427175
STD_MAE:  12.3655321062
CV_MAE:  0.96250104996



ITERATION 1816 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46231960304
AVG_RMSE_PER_AREA:  1.31618874082
STD_RMSE:  0.256198971663
CV_RMSE:  0.230596786921
AVG_MAE:  1.16447842684
AVG_MAE_PER_AREA:  1.04811109086
STD_MAE:  0.190950769063
CV_MAE:  0.171868893618



ITERATION 1817 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.0713030938
AVG_RMSE_PER_AREA:  3.58607112255
STD_RMSE:  49.303305533
CV_RMSE:  3.83764183657
AVG_MAE:  19.0870067881
AVG_MAE_PER_AREA:  1.48568326186
STD_MAE:  12.6093051656
CV_MAE:  0.981475714671



ITERATION 1818 OF 6498
HP:  6
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.49018743688
AVG_RMSE_PER_AREA:  1.34127171792
STD_RMSE:  0.27622936632
CV_RMSE:  0.248625526922
AVG_MAE:  1.17653367832
AVG_MAE_PER_AREA:  1.05896165064
STD_MAE:  0.187170638345
CV_MAE:  0.168466514631



ITERATION 1819 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.8141956993
AVG_RMSE_PER_AREA:  4.26659527955
STD_RMSE:  34.2762198982
CV_RMSE:  2.66797234098
AVG_MAE:  15.4978718578
AVG_MAE_PER_AREA:  1.20631427804
STD_MAE:  3.83229867702
CV_MAE:  0.298296221199



ITERATION 1820 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4650781712
AVG_RMSE_PER_AREA:  1.31867164288
STD_RMSE:  0.0510563093331
CV_RMSE:  0.0459542081992
AVG_MAE:  1.14430017382
AVG_MAE_PER_AREA:  1.02994926811
STD_MAE:  0.00930194116251
CV_MAE:  0.00837239013988



ITERATION 1821 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  69.1470457088
AVG_RMSE_PER_AREA:  5.38222726891
STD_RMSE:  26.5426702869
CV_RMSE:  2.06601283314
AVG_MAE:  22.4423448469
AVG_MAE_PER_AREA:  1.74685410165
STD_MAE:  6.85720755532
CV_MAE:  0.533747307849



ITERATION 1822 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50598544059
AVG_RMSE_PER_AREA:  1.35549101347
STD_RMSE:  0.0795223434921
CV_RMSE:  0.0715756069535
AVG_MAE:  1.16189139436
AVG_MAE_PER_AREA:  1.04578258277
STD_MAE:  0.0300854069227
CV_MAE:  0.0270789461976



ITERATION 1823 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  60.3189357938
AVG_RMSE_PER_AREA:  4.69507001684
STD_RMSE:  35.0233755183
CV_RMSE:  2.72612900279
AVG_MAE:  19.8072919201
AVG_MAE_PER_AREA:  1.54174839435
STD_MAE:  6.60568844895
CV_MAE:  0.514169710873



ITERATION 1824 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.50650674074
AVG_RMSE_PER_AREA:  1.35596021964
STD_RMSE:  0.088791148895
CV_RMSE:  0.0799181726189
AVG_MAE:  1.17441113132
AVG_MAE_PER_AREA:  1.05705121159
STD_MAE:  0.0546492916302
CV_MAE:  0.0491881406689



ITERATION 1825 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.9661088894
AVG_RMSE_PER_AREA:  4.43409463882
STD_RMSE:  40.7843010622
CV_RMSE:  3.17454455314
AVG_MAE:  20.202150019
AVG_MAE_PER_AREA:  1.57248312793
STD_MAE:  11.8059049322
CV_MAE:  0.918941117569



ITERATION 1826 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.49302139986
AVG_RMSE_PER_AREA:  1.34382248053
STD_RMSE:  0.108713088013
CV_RMSE:  0.0978492951369
AVG_MAE:  1.15148655985
AVG_MAE_PER_AREA:  1.03641751237
STD_MAE:  0.0997859770849
CV_MAE:  0.0898142781219



ITERATION 1827 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.0188852922
AVG_RMSE_PER_AREA:  4.20469037362
STD_RMSE:  40.8490632032
CV_RMSE:  3.17958547076
AVG_MAE:  17.1306031297
AVG_MAE_PER_AREA:  1.33340185907
STD_MAE:  7.75955013176
CV_MAE:  0.603983321131



ITERATION 1828 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.5000315699
AVG_RMSE_PER_AREA:  1.35013211822
STD_RMSE:  0.152897845828
CV_RMSE:  0.137618631902
AVG_MAE:  1.16293927302
AVG_MAE_PER_AREA:  1.04672574601
STD_MAE:  0.106624638923
CV_MAE:  0.0959695465701



ITERATION 1829 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  56.0087151379
AVG_RMSE_PER_AREA:  4.3595735844
STD_RMSE:  41.4459878451
CV_RMSE:  3.22604854163
AVG_MAE:  19.1097807866
AVG_MAE_PER_AREA:  1.48745593103
STD_MAE:  9.48462238521
CV_MAE:  0.738258485431



ITERATION 1830 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4967335952
AVG_RMSE_PER_AREA:  1.34716371299
STD_RMSE:  0.119726372047
CV_RMSE:  0.107762012175
AVG_MAE:  1.14946605053
AVG_MAE_PER_AREA:  1.0345989143
STD_MAE:  0.105634135251
CV_MAE:  0.0950780247862



ITERATION 1831 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.486919212
AVG_RMSE_PER_AREA:  3.92977126529
STD_RMSE:  45.427636205
CV_RMSE:  3.53596975602
AVG_MAE:  17.547505042
AVG_MAE_PER_AREA:  1.36585242609
STD_MAE:  10.1521266882
CV_MAE:  0.790215294642



ITERATION 1832 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.49875717513
AVG_RMSE_PER_AREA:  1.34898507482
STD_RMSE:  0.174362951655
CV_RMSE:  0.156938711146
AVG_MAE:  1.16201666338
AVG_MAE_PER_AREA:  1.04589533355
STD_MAE:  0.126050492861
CV_MAE:  0.113454158128



ITERATION 1833 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.851145049
AVG_RMSE_PER_AREA:  3.72460941883
STD_RMSE:  49.8581062608
CV_RMSE:  3.88082609087
AVG_MAE:  17.7567061171
AVG_MAE_PER_AREA:  1.38213609692
STD_MAE:  11.6828539889
CV_MAE:  0.909363150269



ITERATION 1834 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.47042191754
AVG_RMSE_PER_AREA:  1.32348138402
STD_RMSE:  0.219877160307
CV_RMSE:  0.197904645576
AVG_MAE:  1.13809450112
AVG_MAE_PER_AREA:  1.02436373365
STD_MAE:  0.144960624545
CV_MAE:  0.130474584004



ITERATION 1835 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.9025098529
AVG_RMSE_PER_AREA:  3.41725786376
STD_RMSE:  51.8587639285
CV_RMSE:  4.03655211132
AVG_MAE:  17.0645125165
AVG_MAE_PER_AREA:  1.32825753661
STD_MAE:  13.8897252356
CV_MAE:  1.08114030259



ITERATION 1836 OF 6498
HP:  6
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.48788174697
AVG_RMSE_PER_AREA:  1.3391964376
STD_RMSE:  0.289395914237
CV_RMSE:  0.260476330321
AVG_MAE:  1.17330751043
AVG_MAE_PER_AREA:  1.0560578765
STD_MAE:  0.205751055326
CV_MAE:  0.185190174479



ITERATION 1837 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.6409771917
AVG_RMSE_PER_AREA:  4.25311239874
STD_RMSE:  34.5474772937
CV_RMSE:  2.68908631534
AVG_MAE:  12.959764996
AVG_MAE_PER_AREA:  1.00875460181
STD_MAE:  4.11582805594
CV_MAE:  0.320365415033



ITERATION 1838 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.63149300613
AVG_RMSE_PER_AREA:  1.46845649947
STD_RMSE:  0.166942187798
CV_RMSE:  0.150259510637
AVG_MAE:  1.1015042953
AVG_MAE_PER_AREA:  0.991430018733
STD_MAE:  0.0342277076866
CV_MAE:  0.0308073032649



ITERATION 1839 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.761882343
AVG_RMSE_PER_AREA:  4.26252334314
STD_RMSE:  34.4080738446
CV_RMSE:  2.67823551128
AVG_MAE:  12.8492559746
AVG_MAE_PER_AREA:  1.00015286529
STD_MAE:  4.11751936675
CV_MAE:  0.320497062294



ITERATION 1840 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.69411681166
AVG_RMSE_PER_AREA:  1.52482225397
STD_RMSE:  0.138838866201
CV_RMSE:  0.124964578264
AVG_MAE:  1.09969619993
AVG_MAE_PER_AREA:  0.989802607898
STD_MAE:  0.0882200642398
CV_MAE:  0.0794041569471



ITERATION 1841 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.2645999514
AVG_RMSE_PER_AREA:  3.99030392347
STD_RMSE:  39.5616697706
CV_RMSE:  3.07937809433
AVG_MAE:  12.9461812644
AVG_MAE_PER_AREA:  1.00769727926
STD_MAE:  5.97012770292
CV_MAE:  0.464699305547



ITERATION 1842 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.688343003
AVG_RMSE_PER_AREA:  1.519625427
STD_RMSE:  0.189769009794
CV_RMSE:  0.170805228575
AVG_MAE:  1.10849714317
AVG_MAE_PER_AREA:  0.997724065269
STD_MAE:  0.120884566528
CV_MAE:  0.10880446728



ITERATION 1843 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.7497050698
AVG_RMSE_PER_AREA:  3.95022583707
STD_RMSE:  39.8339498783
CV_RMSE:  3.10057167397
AVG_MAE:  12.8654838005
AVG_MAE_PER_AREA:  1.0014159973
STD_MAE:  5.77030230847
CV_MAE:  0.449145413461



ITERATION 1844 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.65716274489
AVG_RMSE_PER_AREA:  1.49156103904
STD_RMSE:  0.131077962625
CV_RMSE:  0.117979228493
AVG_MAE:  1.08701942062
AVG_MAE_PER_AREA:  0.978392630105
STD_MAE:  0.123277870295
CV_MAE:  0.110958606133



ITERATION 1845 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.7367279795
AVG_RMSE_PER_AREA:  3.71570348995
STD_RMSE:  43.5876165593
CV_RMSE:  3.39274738389
AVG_MAE:  12.8618873806
AVG_MAE_PER_AREA:  1.00113606127
STD_MAE:  7.9666025525
CV_MAE:  0.620099746259



ITERATION 1846 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.65223828999
AVG_RMSE_PER_AREA:  1.48712868918
STD_RMSE:  0.203071539835
CV_RMSE:  0.182778425288
AVG_MAE:  1.0928595087
AVG_MAE_PER_AREA:  0.983649113133
STD_MAE:  0.184436843065
CV_MAE:  0.166005909877



ITERATION 1847 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.0942112622
AVG_RMSE_PER_AREA:  3.6656916498
STD_RMSE:  44.4455805953
CV_RMSE:  3.45952908632
AVG_MAE:  13.0106060606
AVG_MAE_PER_AREA:  1.01271193883
STD_MAE:  7.70324924077
CV_MAE:  0.599601005334



ITERATION 1848 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.63177877924
AVG_RMSE_PER_AREA:  1.46871371503
STD_RMSE:  0.235165529993
CV_RMSE:  0.211665235262
AVG_MAE:  1.11664307043
AVG_MAE_PER_AREA:  1.00505596298
STD_MAE:  0.14344002782
CV_MAE:  0.129105941825



ITERATION 1849 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.8274223238
AVG_RMSE_PER_AREA:  3.41141324462
STD_RMSE:  47.1739371648
CV_RMSE:  3.67189730794
AVG_MAE:  12.8107533147
AVG_MAE_PER_AREA:  0.997155917778
STD_MAE:  8.95113964187
CV_MAE:  0.696733567926



ITERATION 1850 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.67090824131
AVG_RMSE_PER_AREA:  1.50393293612
STD_RMSE:  0.205412336237
CV_RMSE:  0.184885303881
AVG_MAE:  1.09886308218
AVG_MAE_PER_AREA:  0.989052744326
STD_MAE:  0.152861984551
CV_MAE:  0.137586354273



ITERATION 1851 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.220183294
AVG_RMSE_PER_AREA:  3.20847249915
STD_RMSE:  49.8541268093
CV_RMSE:  3.88051634065
AVG_MAE:  12.8912361923
AVG_MAE_PER_AREA:  1.0034204969
STD_MAE:  11.0583512037
CV_MAE:  0.86075346803



ITERATION 1852 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.66371177805
AVG_RMSE_PER_AREA:  1.49745562165
STD_RMSE:  0.327546630945
CV_RMSE:  0.294814612924
AVG_MAE:  1.10787660395
AVG_MAE_PER_AREA:  0.997165537066
STD_MAE:  0.254425251275
CV_MAE:  0.229000315944



ITERATION 1853 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  37.9120350104
AVG_RMSE_PER_AREA:  2.95097478947
STD_RMSE:  51.7807992978
CV_RMSE:  4.03048354604
AVG_MAE:  12.8309985966
AVG_MAE_PER_AREA:  0.99873175818
STD_MAE:  12.5122507944
CV_MAE:  0.973921253337



ITERATION 1854 OF 6498
HP:  6
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.60269382771
AVG_RMSE_PER_AREA:  1.44253524785
STD_RMSE:  0.376231616746
CV_RMSE:  0.338634466003
AVG_MAE:  1.09682105527
AVG_MAE_PER_AREA:  0.987214778929
STD_MAE:  0.244217897327
CV_MAE:  0.219812991701



ITERATION 1855 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.6725529385
AVG_RMSE_PER_AREA:  4.56691983186
STD_RMSE:  29.2495133132
CV_RMSE:  2.27670649618
AVG_MAE:  19.5885337411
AVG_MAE_PER_AREA:  1.52472082326
STD_MAE:  3.76195835833
CV_MAE:  0.292821112647



ITERATION 1856 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.48058416741
AVG_RMSE_PER_AREA:  1.33262811148
STD_RMSE:  0.0376844527461
CV_RMSE:  0.0339186128019
AVG_MAE:  1.19971496802
AVG_MAE_PER_AREA:  1.07982641402
STD_MAE:  0.0390820837797
CV_MAE:  0.035176577358



ITERATION 1857 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.6895259791
AVG_RMSE_PER_AREA:  4.87959062808
STD_RMSE:  28.1884685675
CV_RMSE:  2.19411751634
AVG_MAE:  21.5045912061
AVG_MAE_PER_AREA:  1.67386178267
STD_MAE:  4.36242196588
CV_MAE:  0.339559647452



ITERATION 1858 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50966179194
AVG_RMSE_PER_AREA:  1.35879998384
STD_RMSE:  0.0777659560457
CV_RMSE:  0.0699947368232
AVG_MAE:  1.20702438157
AVG_MAE_PER_AREA:  1.08640539155
STD_MAE:  0.074740907122
CV_MAE:  0.0672719836538



ITERATION 1859 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.852978411
AVG_RMSE_PER_AREA:  4.58096368418
STD_RMSE:  34.7159019342
CV_RMSE:  2.70219605393
AVG_MAE:  20.7351725551
AVG_MAE_PER_AREA:  1.61397222409
STD_MAE:  6.27705896282
CV_MAE:  0.488590041294



ITERATION 1860 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.50422241858
AVG_RMSE_PER_AREA:  1.35390417177
STD_RMSE:  0.0946819444919
CV_RMSE:  0.0852202959188
AVG_MAE:  1.19354488855
AVG_MAE_PER_AREA:  1.07427291592
STD_MAE:  0.0741202995601
CV_MAE:  0.0667133939422



ITERATION 1861 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.9121020202
AVG_RMSE_PER_AREA:  4.42989088375
STD_RMSE:  35.9742941759
CV_RMSE:  2.80014605264
AVG_MAE:  21.0088777979
AVG_MAE_PER_AREA:  1.63527673257
STD_MAE:  7.34766683115
CV_MAE:  0.571923389873



ITERATION 1862 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.49009863569
AVG_RMSE_PER_AREA:  1.34119179072
STD_RMSE:  0.111920539044
CV_RMSE:  0.100736222813
AVG_MAE:  1.18955435047
AVG_MAE_PER_AREA:  1.07068115576
STD_MAE:  0.0924890136963
CV_MAE:  0.0832465065935



ITERATION 1863 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  57.0582504987
AVG_RMSE_PER_AREA:  4.44126670348
STD_RMSE:  38.2442687718
CV_RMSE:  2.97683500651
AVG_MAE:  21.1132623177
AVG_MAE_PER_AREA:  1.64340175372
STD_MAE:  7.03726139098
CV_MAE:  0.547762232916



ITERATION 1864 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49467424505
AVG_RMSE_PER_AREA:  1.34531015548
STD_RMSE:  0.128991995305
CV_RMSE:  0.11610171369
AVG_MAE:  1.19220566384
AVG_MAE_PER_AREA:  1.07306752109
STD_MAE:  0.0855976245261
CV_MAE:  0.0770437799013



ITERATION 1865 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.2120481694
AVG_RMSE_PER_AREA:  4.21972567258
STD_RMSE:  40.1836842537
CV_RMSE:  3.12779409356
AVG_MAE:  20.8498162476
AVG_MAE_PER_AREA:  1.62289579271
STD_MAE:  9.49775375708
CV_MAE:  0.739280597468



ITERATION 1866 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.49578042451
AVG_RMSE_PER_AREA:  1.34630579347
STD_RMSE:  0.164315098655
CV_RMSE:  0.147894948783
AVG_MAE:  1.19799276884
AVG_MAE_PER_AREA:  1.07827631569
STD_MAE:  0.132264765672
CV_MAE:  0.119047433285



ITERATION 1867 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.7204858402
AVG_RMSE_PER_AREA:  4.02578890243
STD_RMSE:  42.8755374131
CV_RMSE:  3.33732098412
AVG_MAE:  20.8516782446
AVG_MAE_PER_AREA:  1.62304072575
STD_MAE:  11.2886028163
CV_MAE:  0.878675658271



ITERATION 1868 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.47399395994
AVG_RMSE_PER_AREA:  1.32669646914
STD_RMSE:  0.204882548545
CV_RMSE:  0.184408458332
AVG_MAE:  1.18265191065
AVG_MAE_PER_AREA:  1.06446848273
STD_MAE:  0.148238655271
CV_MAE:  0.133425038286



ITERATION 1869 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.7612692951
AVG_RMSE_PER_AREA:  3.79545113716
STD_RMSE:  46.451496703
CV_RMSE:  3.61566441015
AVG_MAE:  20.6599352548
AVG_MAE_PER_AREA:  1.60811594714
STD_MAE:  13.0226036083
CV_MAE:  1.01364579693



ITERATION 1870 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4575145368
AVG_RMSE_PER_AREA:  1.311863849
STD_RMSE:  0.253216988022
CV_RMSE:  0.227912795483
AVG_MAE:  1.17509529468
AVG_MAE_PER_AREA:  1.05766700592
STD_MAE:  0.197976226673
CV_MAE:  0.178192291176



ITERATION 1871 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  48.1051789319
AVG_RMSE_PER_AREA:  3.74438275951
STD_RMSE:  46.568462225
CV_RMSE:  3.62476870399
AVG_MAE:  20.7999311165
AVG_MAE_PER_AREA:  1.61901286308
STD_MAE:  12.0253007198
CV_MAE:  0.936018318465



ITERATION 1872 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46906100618
AVG_RMSE_PER_AREA:  1.32225646972
STD_RMSE:  0.247975052272
CV_RMSE:  0.223194690904
AVG_MAE:  1.18874792547
AVG_MAE_PER_AREA:  1.06995531751
STD_MAE:  0.173979832507
CV_MAE:  0.156593877425



ITERATION 1873 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  63.0775850581
AVG_RMSE_PER_AREA:  4.90979614352
STD_RMSE:  28.3623968187
CV_RMSE:  2.20765564175
AVG_MAE:  19.7316497887
AVG_MAE_PER_AREA:  1.5358606064
STD_MAE:  1.75196150209
CV_MAE:  0.136368153895



ITERATION 1874 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45647290367
AVG_RMSE_PER_AREA:  1.31092630717
STD_RMSE:  0.0727720569725
CV_RMSE:  0.065499882402
AVG_MAE:  1.15319600764
AVG_MAE_PER_AREA:  1.03795613357
STD_MAE:  0.0359001172073
CV_MAE:  0.0323125874563



ITERATION 1875 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.7762072248
AVG_RMSE_PER_AREA:  4.80850025748
STD_RMSE:  28.4242359005
CV_RMSE:  2.212469036
AVG_MAE:  21.5436421459
AVG_MAE_PER_AREA:  1.67690140686
STD_MAE:  4.69448823351
CV_MAE:  0.365406827218



ITERATION 1876 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48559616752
AVG_RMSE_PER_AREA:  1.33713925808
STD_RMSE:  0.151628187932
CV_RMSE:  0.136475852017
AVG_MAE:  1.20757611197
AVG_MAE_PER_AREA:  1.08690198705
STD_MAE:  0.127177049796
CV_MAE:  0.114468137255



ITERATION 1877 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  59.8837180201
AVG_RMSE_PER_AREA:  4.66119379053
STD_RMSE:  32.077514991
CV_RMSE:  2.49683083541
AVG_MAE:  21.1444256096
AVG_MAE_PER_AREA:  1.64582742378
STD_MAE:  4.37036082627
CV_MAE:  0.34017758782



ITERATION 1878 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46179122689
AVG_RMSE_PER_AREA:  1.31571316576
STD_RMSE:  0.15051030068
CV_RMSE:  0.135469676205
AVG_MAE:  1.1881092988
AVG_MAE_PER_AREA:  1.06938050936
STD_MAE:  0.132340117497
CV_MAE:  0.119115255137



ITERATION 1879 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  58.1583364245
AVG_RMSE_PER_AREA:  4.52689454784
STD_RMSE:  34.1978017478
CV_RMSE:  2.66186847489
AVG_MAE:  20.783324427
AVG_MAE_PER_AREA:  1.6177202413
STD_MAE:  5.73262010537
CV_MAE:  0.446212328193



ITERATION 1880 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45940179042
AVG_RMSE_PER_AREA:  1.31356250773
STD_RMSE:  0.159353101446
CV_RMSE:  0.143428808245
AVG_MAE:  1.17364635925
AVG_MAE_PER_AREA:  1.05636286386
STD_MAE:  0.126325784111
CV_MAE:  0.113701939286



ITERATION 1881 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  57.8312702334
AVG_RMSE_PER_AREA:  4.5014365611
STD_RMSE:  36.2178223629
CV_RMSE:  2.81910165711
AVG_MAE:  21.1822922951
AVG_MAE_PER_AREA:  1.64877486869
STD_MAE:  6.73801643816
CV_MAE:  0.52446977944



ITERATION 1882 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45079345512
AVG_RMSE_PER_AREA:  1.30581441082
STD_RMSE:  0.171029442995
CV_RMSE:  0.153938322888
AVG_MAE:  1.17097472499
AVG_MAE_PER_AREA:  1.05395820832
STD_MAE:  0.141614837872
CV_MAE:  0.127463144686



ITERATION 1883 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  57.0629404197
AVG_RMSE_PER_AREA:  4.4416317548
STD_RMSE:  36.7297281263
CV_RMSE:  2.85894707828
AVG_MAE:  20.8878981302
AVG_MAE_PER_AREA:  1.62585998801
STD_MAE:  7.0255593933
CV_MAE:  0.54685137967



ITERATION 1884 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45815535654
AVG_RMSE_PER_AREA:  1.31244063107
STD_RMSE:  0.157850637844
CV_RMSE:  0.14207648713
AVG_MAE:  1.18064035116
AVG_MAE_PER_AREA:  1.06265794011
STD_MAE:  0.13452210015
CV_MAE:  0.121079190377



ITERATION 1885 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  55.2459801574
AVG_RMSE_PER_AREA:  4.30020426546
STD_RMSE:  39.8377242747
CV_RMSE:  3.10086546322
AVG_MAE:  21.3258893557
AVG_MAE_PER_AREA:  1.65995209264
STD_MAE:  8.61809542831
CV_MAE:  0.670810267378



ITERATION 1886 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45521628244
AVG_RMSE_PER_AREA:  1.30979526119
STD_RMSE:  0.178010131111
CV_RMSE:  0.160221424805
AVG_MAE:  1.17747266769
AVG_MAE_PER_AREA:  1.05980680599
STD_MAE:  0.13308038461
CV_MAE:  0.119781546717



ITERATION 1887 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  53.1494699633
AVG_RMSE_PER_AREA:  4.13701733215
STD_RMSE:  42.0797801675
CV_RMSE:  3.27538129743
AVG_MAE:  20.9727356586
AVG_MAE_PER_AREA:  1.63246352188
STD_MAE:  9.51848090838
CV_MAE:  0.740893945338



ITERATION 1888 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44401947384
AVG_RMSE_PER_AREA:  1.29971735935
STD_RMSE:  0.220505006956
CV_RMSE:  0.198469750966
AVG_MAE:  1.16768352642
AVG_MAE_PER_AREA:  1.05099590207
STD_MAE:  0.178284320439
CV_MAE:  0.160468214157



ITERATION 1889 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  50.1962985525
AVG_RMSE_PER_AREA:  3.90715010451
STD_RMSE:  45.0468797582
CV_RMSE:  3.50633265859
AVG_MAE:  21.0674494472
AVG_MAE_PER_AREA:  1.63983579832
STD_MAE:  11.9878186306
CV_MAE:  0.933100809544



ITERATION 1890 OF 6498
HP:  6
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44451342941
AVG_RMSE_PER_AREA:  1.30016195351
STD_RMSE:  0.236710382585
CV_RMSE:  0.213055709399
AVG_MAE:  1.17385311907
AVG_MAE_PER_AREA:  1.05654896199
STD_MAE:  0.174460164713
CV_MAE:  0.157026209619



ITERATION 1891 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.4490274823
AVG_RMSE_PER_AREA:  4.47168377358
STD_RMSE:  30.0069030554
CV_RMSE:  2.3356597556
AVG_MAE:  19.1093670558
AVG_MAE_PER_AREA:  1.48742372729
STD_MAE:  4.05155492561
CV_MAE:  0.315362560737



ITERATION 1892 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49076862251
AVG_RMSE_PER_AREA:  1.34179482517
STD_RMSE:  0.0222271123013
CV_RMSE:  0.0200059377519
AVG_MAE:  1.21102411065
AVG_MAE_PER_AREA:  1.09000542425
STD_MAE:  0.0244506417749
CV_MAE:  0.0220072680028



ITERATION 1893 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.2137239779
AVG_RMSE_PER_AREA:  4.84255543042
STD_RMSE:  29.9301665237
CV_RMSE:  2.32968678235
AVG_MAE:  21.3046030931
AVG_MAE_PER_AREA:  1.65829522499
STD_MAE:  5.35089315499
CV_MAE:  0.416499689272



ITERATION 1894 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.51393908405
AVG_RMSE_PER_AREA:  1.36264984246
STD_RMSE:  0.0885880483074
CV_RMSE:  0.0797353680486
AVG_MAE:  1.21825850732
AVG_MAE_PER_AREA:  1.0965168814
STD_MAE:  0.0788674658324
CV_MAE:  0.0709861717846



ITERATION 1895 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  59.2906910955
AVG_RMSE_PER_AREA:  4.6150341079
STD_RMSE:  36.3889561183
CV_RMSE:  2.83242226619
AVG_MAE:  21.2566574549
AVG_MAE_PER_AREA:  1.65456326047
STD_MAE:  7.22547439344
CV_MAE:  0.562412246431



ITERATION 1896 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.50681862707
AVG_RMSE_PER_AREA:  1.3562409389
STD_RMSE:  0.108069153637
CV_RMSE:  0.0972697096797
AVG_MAE:  1.19457305564
AVG_MAE_PER_AREA:  1.07519833738
STD_MAE:  0.0780434050474
CV_MAE:  0.0702444601063



ITERATION 1897 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.4962697316
AVG_RMSE_PER_AREA:  4.31968615883
STD_RMSE:  37.7199046484
CV_RMSE:  2.93601985881
AVG_MAE:  20.630064025
AVG_MAE_PER_AREA:  1.60579084784
STD_MAE:  8.16580256087
CV_MAE:  0.63560495991



ITERATION 1898 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.50370425773
AVG_RMSE_PER_AREA:  1.35343779118
STD_RMSE:  0.112618115502
CV_RMSE:  0.101364089852
AVG_MAE:  1.1985892708
AVG_MAE_PER_AREA:  1.0788132087
STD_MAE:  0.0933766214688
CV_MAE:  0.0840454149539



ITERATION 1899 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.5795123394
AVG_RMSE_PER_AREA:  4.32616554821
STD_RMSE:  38.1064238402
CV_RMSE:  2.96610551341
AVG_MAE:  20.2856955757
AVG_MAE_PER_AREA:  1.57898609806
STD_MAE:  6.64220449698
CV_MAE:  0.517012025645



ITERATION 1900 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49841067695
AVG_RMSE_PER_AREA:  1.34867320251
STD_RMSE:  0.11341585452
CV_RMSE:  0.102082110121
AVG_MAE:  1.18705394919
AVG_MAE_PER_AREA:  1.06843062175
STD_MAE:  0.0678931283008
CV_MAE:  0.0611085092907



ITERATION 1901 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.6307470056
AVG_RMSE_PER_AREA:  4.01880386355
STD_RMSE:  41.4466360112
CV_RMSE:  3.2260989932
AVG_MAE:  20.1313990974
AVG_MAE_PER_AREA:  1.5669760591
STD_MAE:  9.37112735078
CV_MAE:  0.729424325374



ITERATION 1902 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.50411454876
AVG_RMSE_PER_AREA:  1.35380708148
STD_RMSE:  0.163855240462
CV_RMSE:  0.147481044617
AVG_MAE:  1.20731401916
AVG_MAE_PER_AREA:  1.0866660854
STD_MAE:  0.125475704864
CV_MAE:  0.112936809193



ITERATION 1903 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.2682583088
AVG_RMSE_PER_AREA:  3.83491385124
STD_RMSE:  45.6833185687
CV_RMSE:  3.55587141018
AVG_MAE:  20.8561436975
AVG_MAE_PER_AREA:  1.62338830506
STD_MAE:  12.176482651
CV_MAE:  0.947785929128



ITERATION 1904 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.49309503365
AVG_RMSE_PER_AREA:  1.34388875604
STD_RMSE:  0.202417918916
CV_RMSE:  0.182190121272
AVG_MAE:  1.19743987768
AVG_MAE_PER_AREA:  1.07777867542
STD_MAE:  0.137559249324
CV_MAE:  0.123812834608



ITERATION 1905 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.6459091201
AVG_RMSE_PER_AREA:  3.63079697007
STD_RMSE:  47.1698798273
CV_RMSE:  3.67158149528
AVG_MAE:  20.1026589622
AVG_MAE_PER_AREA:  1.56473900128
STD_MAE:  13.5313427935
CV_MAE:  1.05324473984



ITERATION 1906 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46500704371
AVG_RMSE_PER_AREA:  1.31860762321
STD_RMSE:  0.23659515027
CV_RMSE:  0.212951992348
AVG_MAE:  1.19044902792
AVG_MAE_PER_AREA:  1.07148642732
STD_MAE:  0.185045363772
CV_MAE:  0.166553620584



ITERATION 1907 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.9224792922
AVG_RMSE_PER_AREA:  3.57448706259
STD_RMSE:  49.2440519875
CV_RMSE:  3.83302969377
AVG_MAE:  20.3556918428
AVG_MAE_PER_AREA:  1.58443442653
STD_MAE:  14.3144910373
CV_MAE:  1.11420297442



ITERATION 1908 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.48168590213
AVG_RMSE_PER_AREA:  1.3336197489
STD_RMSE:  0.266404212312
CV_RMSE:  0.239782209048
AVG_MAE:  1.20504139269
AVG_MAE_PER_AREA:  1.08462056447
STD_MAE:  0.185482782141
CV_MAE:  0.166947327357



ITERATION 1909 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.6275292397
AVG_RMSE_PER_AREA:  4.71909013286
STD_RMSE:  29.2633835762
CV_RMSE:  2.27778612159
AVG_MAE:  20.4033299353
AVG_MAE_PER_AREA:  1.58814245249
STD_MAE:  2.65833590453
CV_MAE:  0.20691799409



ITERATION 1910 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.48031539405
AVG_RMSE_PER_AREA:  1.33238619687
STD_RMSE:  0.0451745604633
CV_RMSE:  0.0406602275792
AVG_MAE:  1.18685098541
AVG_MAE_PER_AREA:  1.06824794031
STD_MAE:  0.040356471848
CV_MAE:  0.0363236147249



ITERATION 1911 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.2429484982
AVG_RMSE_PER_AREA:  4.61131794756
STD_RMSE:  32.0230491163
CV_RMSE:  2.49259135253
AVG_MAE:  20.2970777321
AVG_MAE_PER_AREA:  1.57987205569
STD_MAE:  5.36471193492
CV_MAE:  0.417575307375



ITERATION 1912 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.49856210117
AVG_RMSE_PER_AREA:  1.34880949477
STD_RMSE:  0.107906981547
CV_RMSE:  0.0971237435867
AVG_MAE:  1.20082320755
AVG_MAE_PER_AREA:  1.08082390622
STD_MAE:  0.112985595044
CV_MAE:  0.101694846846



ITERATION 1913 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.84168295
AVG_RMSE_PER_AREA:  4.19089740143
STD_RMSE:  37.5492507537
CV_RMSE:  2.92273660085
AVG_MAE:  18.8200579591
AVG_MAE_PER_AREA:  1.46490465517
STD_MAE:  6.0379704657
CV_MAE:  0.469980010805



ITERATION 1914 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47570069254
AVG_RMSE_PER_AREA:  1.32823264648
STD_RMSE:  0.105012464585
CV_RMSE:  0.0945184782077
AVG_MAE:  1.19210799756
AVG_MAE_PER_AREA:  1.07297961469
STD_MAE:  0.0734112815298
CV_MAE:  0.0660752286967



ITERATION 1915 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.6299773891
AVG_RMSE_PER_AREA:  4.1744187879
STD_RMSE:  37.3737909594
CV_RMSE:  2.90907926409
AVG_MAE:  18.6212937756
AVG_MAE_PER_AREA:  1.449433365
STD_MAE:  5.34809916561
CV_MAE:  0.416282212362



ITERATION 1916 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46726319015
AVG_RMSE_PER_AREA:  1.320638311
STD_RMSE:  0.105675174078
CV_RMSE:  0.0951149625682
AVG_MAE:  1.18296963955
AVG_MAE_PER_AREA:  1.0647544607
STD_MAE:  0.0911803901127
CV_MAE:  0.082068654896



ITERATION 1917 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.2479099655
AVG_RMSE_PER_AREA:  3.98900481811
STD_RMSE:  40.9274527101
CV_RMSE:  3.18568710731
AVG_MAE:  18.6938187531
AVG_MAE_PER_AREA:  1.45507852175
STD_MAE:  7.72300775435
CV_MAE:  0.601138956948



ITERATION 1918 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47255460496
AVG_RMSE_PER_AREA:  1.32540095015
STD_RMSE:  0.138456765692
CV_RMSE:  0.124620661389
AVG_MAE:  1.18418802301
AVG_MAE_PER_AREA:  1.06585109005
STD_MAE:  0.113840157763
CV_MAE:  0.102464012374



ITERATION 1919 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.4337173165
AVG_RMSE_PER_AREA:  3.76995533798
STD_RMSE:  42.9625198117
CV_RMSE:  3.34409146914
AVG_MAE:  18.0681914894
AVG_MAE_PER_AREA:  1.406381313
STD_MAE:  8.47711606306
CV_MAE:  0.659836798067



ITERATION 1920 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47933876975
AVG_RMSE_PER_AREA:  1.33150716748
STD_RMSE:  0.14258350183
CV_RMSE:  0.128335009217
AVG_MAE:  1.19856102669
AVG_MAE_PER_AREA:  1.07878778704
STD_MAE:  0.0976009490567
CV_MAE:  0.0878476018337



ITERATION 1921 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.3463519285
AVG_RMSE_PER_AREA:  3.68531762739
STD_RMSE:  44.0686587409
CV_RMSE:  3.43019046364
AVG_MAE:  18.0358058824
AVG_MAE_PER_AREA:  1.40386050108
STD_MAE:  8.37363303439
CV_MAE:  0.651781946655



ITERATION 1922 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.47465266821
AVG_RMSE_PER_AREA:  1.32728935212
STD_RMSE:  0.157345303142
CV_RMSE:  0.141621650962
AVG_MAE:  1.19434706611
AVG_MAE_PER_AREA:  1.07499493118
STD_MAE:  0.105638069892
CV_MAE:  0.0950815662352



ITERATION 1923 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.5894629915
AVG_RMSE_PER_AREA:  3.54856593471
STD_RMSE:  46.973436948
CV_RMSE:  3.65629088943
AVG_MAE:  18.2614203332
AVG_MAE_PER_AREA:  1.42142174664
STD_MAE:  10.6505285799
CV_MAE:  0.829009609356



ITERATION 1924 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45375415285
AVG_RMSE_PER_AREA:  1.30847924347
STD_RMSE:  0.204079447308
CV_RMSE:  0.183685611695
AVG_MAE:  1.17800723058
AVG_MAE_PER_AREA:  1.06028794955
STD_MAE:  0.140406942754
CV_MAE:  0.126375955572



ITERATION 1925 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.3199202543
AVG_RMSE_PER_AREA:  3.29407318094
STD_RMSE:  48.8292085622
CV_RMSE:  3.80073935406
AVG_MAE:  18.016014636
AVG_MAE_PER_AREA:  1.40232000162
STD_MAE:  12.3127926913
CV_MAE:  0.958395950255



ITERATION 1926 OF 6498
HP:  6
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44657483186
AVG_RMSE_PER_AREA:  1.30201735823
STD_RMSE:  0.232210318892
CV_RMSE:  0.209005340961
AVG_MAE:  1.17387077226
AVG_MAE_PER_AREA:  1.05656485108
STD_MAE:  0.151383329814
CV_MAE:  0.136255462782



ITERATION 1927 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.8366160787
AVG_RMSE_PER_AREA:  4.73536491184
STD_RMSE:  28.9828416855
CV_RMSE:  2.25594946611
AVG_MAE:  19.3640319599
AVG_MAE_PER_AREA:  1.50724618503
STD_MAE:  3.5971218979
CV_MAE:  0.279990668726



ITERATION 1928 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47750180618
AVG_RMSE_PER_AREA:  1.32985377327
STD_RMSE:  0.0359125303673
CV_RMSE:  0.0323237601585
AVG_MAE:  1.19556010341
AVG_MAE_PER_AREA:  1.07608674862
STD_MAE:  0.0278234872729
CV_MAE:  0.0250430621341



ITERATION 1929 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.2462398455
AVG_RMSE_PER_AREA:  4.84508638148
STD_RMSE:  28.2026165904
CV_RMSE:  2.19521876186
AVG_MAE:  20.2713722928
AVG_MAE_PER_AREA:  1.57787121075
STD_MAE:  3.48360046296
CV_MAE:  0.271154453723



ITERATION 1930 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50027050322
AVG_RMSE_PER_AREA:  1.35034717473
STD_RMSE:  0.0531930575375
CV_RMSE:  0.0478774293081
AVG_MAE:  1.21169339986
AVG_MAE_PER_AREA:  1.09060783081
STD_MAE:  0.0417209148388
CV_MAE:  0.0375517077479



ITERATION 1931 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  59.3210103584
AVG_RMSE_PER_AREA:  4.61739408094
STD_RMSE:  33.5346913307
CV_RMSE:  2.61025367439
AVG_MAE:  20.0599931683
AVG_MAE_PER_AREA:  1.56141800619
STD_MAE:  4.47020814366
CV_MAE:  0.347949444866



ITERATION 1932 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4985898279
AVG_RMSE_PER_AREA:  1.34883445075
STD_RMSE:  0.051864060091
CV_RMSE:  0.0466812397255
AVG_MAE:  1.20172048966
AVG_MAE_PER_AREA:  1.08163152214
STD_MAE:  0.0472308333768
CV_MAE:  0.0425110153627



ITERATION 1933 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  59.4219406333
AVG_RMSE_PER_AREA:  4.6252502326
STD_RMSE:  34.7147140735
CV_RMSE:  2.70210359392
AVG_MAE:  20.5838387556
AVG_MAE_PER_AREA:  1.60219279238
STD_MAE:  5.25020761558
CV_MAE:  0.408662587191



ITERATION 1934 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.50385908783
AVG_RMSE_PER_AREA:  1.35357714897
STD_RMSE:  0.0907562438556
CV_RMSE:  0.0816868939412
AVG_MAE:  1.20847845658
AVG_MAE_PER_AREA:  1.08771415959
STD_MAE:  0.0777775154051
CV_MAE:  0.0700051410459



ITERATION 1935 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  56.6557465526
AVG_RMSE_PER_AREA:  4.40993683692
STD_RMSE:  38.1642808686
CV_RMSE:  2.97060895492
AVG_MAE:  20.0722102187
AVG_MAE_PER_AREA:  1.56236894981
STD_MAE:  6.48045419348
CV_MAE:  0.504421800201



ITERATION 1936 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48235214014
AVG_RMSE_PER_AREA:  1.33421940917
STD_RMSE:  0.103289444896
CV_RMSE:  0.0929676413659
AVG_MAE:  1.19331275547
AVG_MAE_PER_AREA:  1.0740639801
STD_MAE:  0.0713410568037
CV_MAE:  0.0642118833173



ITERATION 1937 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  55.1897273637
AVG_RMSE_PER_AREA:  4.29582569342
STD_RMSE:  41.4568801494
CV_RMSE:  3.22689637043
AVG_MAE:  20.6079045777
AVG_MAE_PER_AREA:  1.60406601376
STD_MAE:  8.37176979527
CV_MAE:  0.651636916939



ITERATION 1938 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48922007476
AVG_RMSE_PER_AREA:  1.34040102514
STD_RMSE:  0.161144863161
CV_RMSE:  0.145041517663
AVG_MAE:  1.2016024217
AVG_MAE_PER_AREA:  1.08152525282
STD_MAE:  0.111493522855
CV_MAE:  0.100351878721



ITERATION 1939 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  52.9689329039
AVG_RMSE_PER_AREA:  4.1229647942
STD_RMSE:  43.6754727188
CV_RMSE:  3.39958588021
AVG_MAE:  20.4895807656
AVG_MAE_PER_AREA:  1.59485599413
STD_MAE:  9.47568962238
CV_MAE:  0.737563182266



ITERATION 1940 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.49090687653
AVG_RMSE_PER_AREA:  1.34191926335
STD_RMSE:  0.198015989285
CV_RMSE:  0.178228080275
AVG_MAE:  1.21013850729
AVG_MAE_PER_AREA:  1.08920831999
STD_MAE:  0.136631339082
CV_MAE:  0.122977651239



ITERATION 1941 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  51.1171830448
AVG_RMSE_PER_AREA:  3.97882937259
STD_RMSE:  46.2286786042
CV_RMSE:  3.5983208254
AVG_MAE:  20.5337083449
AVG_MAE_PER_AREA:  1.59829077082
STD_MAE:  11.2931948263
CV_MAE:  0.879033088457



ITERATION 1942 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4783852225
AVG_RMSE_PER_AREA:  1.33064890903
STD_RMSE:  0.2478660512
CV_RMSE:  0.223096582404
AVG_MAE:  1.2025322604
AVG_MAE_PER_AREA:  1.08236217193
STD_MAE:  0.196047900654
CV_MAE:  0.176456664443



ITERATION 1943 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  48.5329364395
AVG_RMSE_PER_AREA:  3.777678298
STD_RMSE:  48.3210736139
CV_RMSE:  3.76118744339
AVG_MAE:  20.4418605717
AVG_MAE_PER_AREA:  1.59114157761
STD_MAE:  12.0617808394
CV_MAE:  0.938857836656



ITERATION 1944 OF 6498
HP:  6
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.47528117867
AVG_RMSE_PER_AREA:  1.32785505498
STD_RMSE:  0.2652261853
CV_RMSE:  0.238721903294
AVG_MAE:  1.20546046304
AVG_MAE_PER_AREA:  1.08499775676
STD_MAE:  0.187406794268
CV_MAE:  0.168679071289



ITERATION 1945 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.9508060753
AVG_RMSE_PER_AREA:  4.74425316596
STD_RMSE:  28.1580081135
CV_RMSE:  2.19174655335
AVG_MAE:  20.0379724724
AVG_MAE_PER_AREA:  1.55970397215
STD_MAE:  2.70310697324
CV_MAE:  0.210402858329



ITERATION 1946 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.52293261153
AVG_RMSE_PER_AREA:  1.37074463897
STD_RMSE:  0.0266811537119
CV_RMSE:  0.0240148829535
AVG_MAE:  1.23537994796
AVG_MAE_PER_AREA:  1.11192736168
STD_MAE:  0.0196630566259
CV_MAE:  0.017698110377



ITERATION 1947 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.7441212297
AVG_RMSE_PER_AREA:  4.88384018123
STD_RMSE:  27.0836564493
CV_RMSE:  2.10812179738
AVG_MAE:  20.9799485001
AVG_MAE_PER_AREA:  1.63302495082
STD_MAE:  2.56989394489
CV_MAE:  0.200033900604



ITERATION 1948 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.53658722863
AVG_RMSE_PER_AREA:  1.38303473837
STD_RMSE:  0.105562862609
CV_RMSE:  0.0950138744811
AVG_MAE:  1.25171193904
AVG_MAE_PER_AREA:  1.12662728276
STD_MAE:  0.0811181815106
CV_MAE:  0.0730119714991



ITERATION 1949 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.2294485842
AVG_RMSE_PER_AREA:  4.45459231985
STD_RMSE:  35.4651087511
CV_RMSE:  2.7605123756
AVG_MAE:  19.9653171665
AVG_MAE_PER_AREA:  1.55404867098
STD_MAE:  5.28405879886
CV_MAE:  0.411297475781



ITERATION 1950 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.52767222896
AVG_RMSE_PER_AREA:  1.37501062232
STD_RMSE:  0.0990669169561
CV_RMSE:  0.0891670742934
AVG_MAE:  1.24368519697
AVG_MAE_PER_AREA:  1.11940265997
STD_MAE:  0.064796464956
CV_MAE:  0.0583212981912



ITERATION 1951 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.7473095816
AVG_RMSE_PER_AREA:  4.49490128103
STD_RMSE:  35.242196558
CV_RMSE:  2.74316146679
AVG_MAE:  20.518821671
AVG_MAE_PER_AREA:  1.59713203061
STD_MAE:  5.4788450626
CV_MAE:  0.426459134961



ITERATION 1952 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.52135270073
AVG_RMSE_PER_AREA:  1.36932261002
STD_RMSE:  0.108118820813
CV_RMSE:  0.0973144135717
AVG_MAE:  1.23578418207
AVG_MAE_PER_AREA:  1.11229120032
STD_MAE:  0.0833465777857
CV_MAE:  0.0750176822078



ITERATION 1953 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.8424324856
AVG_RMSE_PER_AREA:  4.268793158
STD_RMSE:  38.7243918623
CV_RMSE:  3.0142065466
AVG_MAE:  19.9863006536
AVG_MAE_PER_AREA:  1.55568197137
STD_MAE:  6.42733248952
CV_MAE:  0.500286944103



ITERATION 1954 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.52378440985
AVG_RMSE_PER_AREA:  1.37151131634
STD_RMSE:  0.139462701916
CV_RMSE:  0.125526073537
AVG_MAE:  1.24320140542
AVG_MAE_PER_AREA:  1.11896721413
STD_MAE:  0.0948605984816
CV_MAE:  0.0853810968608



ITERATION 1955 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.0057846684
AVG_RMSE_PER_AREA:  4.20367065493
STD_RMSE:  41.0726751719
CV_RMSE:  3.19699084829
AVG_MAE:  20.5812088975
AVG_MAE_PER_AREA:  1.60198809103
STD_MAE:  8.53685382749
CV_MAE:  0.664486631208



ITERATION 1956 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.5151859133
AVG_RMSE_PER_AREA:  1.36377207499
STD_RMSE:  0.158915633756
CV_RMSE:  0.143035057079
AVG_MAE:  1.23691286829
AVG_MAE_PER_AREA:  1.11330709596
STD_MAE:  0.124355107033
CV_MAE:  0.111928193672



ITERATION 1957 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.8729338075
AVG_RMSE_PER_AREA:  4.03765505808
STD_RMSE:  43.0885679829
CV_RMSE:  3.35390273291
AVG_MAE:  20.4471391223
AVG_MAE_PER_AREA:  1.59155244634
STD_MAE:  9.35767593287
CV_MAE:  0.728377301781



ITERATION 1958 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.52159874678
AVG_RMSE_PER_AREA:  1.36954406847
STD_RMSE:  0.178058280422
CV_RMSE:  0.160264762514
AVG_MAE:  1.24678841047
AVG_MAE_PER_AREA:  1.12219576667
STD_MAE:  0.113164051916
CV_MAE:  0.101855470369



ITERATION 1959 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.3518697438
AVG_RMSE_PER_AREA:  3.84142194918
STD_RMSE:  46.9907654412
CV_RMSE:  3.65763969454
AVG_MAE:  20.8225815697
AVG_MAE_PER_AREA:  1.6207759158
STD_MAE:  11.7682211483
CV_MAE:  0.916007909256



ITERATION 1960 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.50581591648
AVG_RMSE_PER_AREA:  1.35533843005
STD_RMSE:  0.221241950759
CV_RMSE:  0.199133051338
AVG_MAE:  1.23593140866
AVG_MAE_PER_AREA:  1.11242371444
STD_MAE:  0.161431031906
CV_MAE:  0.145299089318



ITERATION 1961 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.0678032867
AVG_RMSE_PER_AREA:  3.58579870661
STD_RMSE:  49.0107283249
CV_RMSE:  3.8148683831
AVG_MAE:  20.2719333219
AVG_MAE_PER_AREA:  1.57791487981
STD_MAE:  13.1949357255
CV_MAE:  1.02705968339



ITERATION 1962 OF 6498
HP:  6
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.50050188361
AVG_RMSE_PER_AREA:  1.35055543307
STD_RMSE:  0.240499107527
CV_RMSE:  0.216465823781
AVG_MAE:  1.2403532057
AVG_MAE_PER_AREA:  1.11640363747
STD_MAE:  0.178106511598
CV_MAE:  0.160308173907



ITERATION 1963 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.1098180109
AVG_RMSE_PER_AREA:  4.60095541461
STD_RMSE:  28.6052349307
CV_RMSE:  2.22655753257
AVG_MAE:  19.022377373
AVG_MAE_PER_AREA:  1.48065267528
STD_MAE:  3.6306580214
CV_MAE:  0.282601033877



ITERATION 1964 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.51980618356
AVG_RMSE_PER_AREA:  1.36793063764
STD_RMSE:  0.0223756449127
CV_RMSE:  0.0201396273711
AVG_MAE:  1.22761244004
AVG_MAE_PER_AREA:  1.10493606754
STD_MAE:  0.0309685895037
CV_MAE:  0.0278738715798



ITERATION 1965 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  64.6939494717
AVG_RMSE_PER_AREA:  5.03560977061
STD_RMSE:  26.1339210619
CV_RMSE:  2.03419685022
AVG_MAE:  21.2526802651
AVG_MAE_PER_AREA:  1.6542536863
STD_MAE:  2.80276967945
CV_MAE:  0.218160345718



ITERATION 1966 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.54730016365
AVG_RMSE_PER_AREA:  1.39267712053
STD_RMSE:  0.0498502336352
CV_RMSE:  0.0448686566885
AVG_MAE:  1.23201125689
AVG_MAE_PER_AREA:  1.10889530682
STD_MAE:  0.0630348913868
CV_MAE:  0.0567357601919



ITERATION 1967 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  60.3393443909
AVG_RMSE_PER_AREA:  4.69665856928
STD_RMSE:  32.7492802231
CV_RMSE:  2.54911930433
AVG_MAE:  20.4513672185
AVG_MAE_PER_AREA:  1.59188155042
STD_MAE:  4.98213226415
CV_MAE:  0.387796294904



ITERATION 1968 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.53156900123
AVG_RMSE_PER_AREA:  1.37851798678
STD_RMSE:  0.0688149226446
CV_RMSE:  0.0619381879287
AVG_MAE:  1.22016418448
AVG_MAE_PER_AREA:  1.0982321226
STD_MAE:  0.0611185932209
CV_MAE:  0.0550109593585



ITERATION 1969 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.48772763
AVG_RMSE_PER_AREA:  4.31902126373
STD_RMSE:  36.2860449621
CV_RMSE:  2.82441192785
AVG_MAE:  19.3708062781
AVG_MAE_PER_AREA:  1.50777348045
STD_MAE:  6.66795391147
CV_MAE:  0.519016293498



ITERATION 1970 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.51065139695
AVG_RMSE_PER_AREA:  1.35969069678
STD_RMSE:  0.0994029419604
CV_RMSE:  0.0894695200286
AVG_MAE:  1.20679334098
AVG_MAE_PER_AREA:  1.08619743904
STD_MAE:  0.102684006287
CV_MAE:  0.0924227047606



ITERATION 1971 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  57.6016977407
AVG_RMSE_PER_AREA:  4.4835672318
STD_RMSE:  37.7068850889
CV_RMSE:  2.93500644996
AVG_MAE:  20.6623875063
AVG_MAE_PER_AREA:  1.60830682406
STD_MAE:  6.61326563007
CV_MAE:  0.514759499062



ITERATION 1972 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.54807480835
AVG_RMSE_PER_AREA:  1.39337435432
STD_RMSE:  0.115558039803
CV_RMSE:  0.104010224976
AVG_MAE:  1.23083910416
AVG_MAE_PER_AREA:  1.10784028832
STD_MAE:  0.107741520376
CV_MAE:  0.0969748170939



ITERATION 1973 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  56.6124816549
AVG_RMSE_PER_AREA:  4.40656920914
STD_RMSE:  38.2236842222
CV_RMSE:  2.97523275839
AVG_MAE:  20.8090780142
AVG_MAE_PER_AREA:  1.61972483395
STD_MAE:  7.32107797822
CV_MAE:  0.569853782302



ITERATION 1974 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.53128753227
AVG_RMSE_PER_AREA:  1.37826464525
STD_RMSE:  0.156037914222
CV_RMSE:  0.140444910546
AVG_MAE:  1.21962633731
AVG_MAE_PER_AREA:  1.09774802296
STD_MAE:  0.130202214991
CV_MAE:  0.117190995077



ITERATION 1975 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  52.9403325685
AVG_RMSE_PER_AREA:  4.12073861804
STD_RMSE:  42.2665951161
CV_RMSE:  3.28992249005
AVG_MAE:  20.4615690943
AVG_MAE_PER_AREA:  1.59267563806
STD_MAE:  9.60677541927
CV_MAE:  0.747766561794



ITERATION 1976 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.51774446475
AVG_RMSE_PER_AREA:  1.36607494818
STD_RMSE:  0.202016714561
CV_RMSE:  0.181829009616
AVG_MAE:  1.22093541805
AVG_MAE_PER_AREA:  1.09892628613
STD_MAE:  0.164216376278
CV_MAE:  0.147806091819



ITERATION 1977 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.4967186959
AVG_RMSE_PER_AREA:  3.85269661713
STD_RMSE:  46.0749956694
CV_RMSE:  3.58635854308
AVG_MAE:  20.0987344519
AVG_MAE_PER_AREA:  1.56443352754
STD_MAE:  12.1825526136
CV_MAE:  0.948258399327



ITERATION 1978 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.51084740385
AVG_RMSE_PER_AREA:  1.35986711654
STD_RMSE:  0.231794755341
CV_RMSE:  0.208631305035
AVG_MAE:  1.2151785563
AVG_MAE_PER_AREA:  1.09374471255
STD_MAE:  0.187644207276
CV_MAE:  0.168892759409



ITERATION 1979 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.2884418417
AVG_RMSE_PER_AREA:  3.68081005596
STD_RMSE:  48.0653679917
CV_RMSE:  3.74128397885
AVG_MAE:  20.113509194
AVG_MAE_PER_AREA:  1.56558355527
STD_MAE:  12.2307234111
CV_MAE:  0.952007889662



ITERATION 1980 OF 6498
HP:  6
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.51051593342
AVG_RMSE_PER_AREA:  1.35956877023
STD_RMSE:  0.279531396945
CV_RMSE:  0.251597582771
AVG_MAE:  1.2171602261
AVG_MAE_PER_AREA:  1.09552835237
STD_MAE:  0.196141033768
CV_MAE:  0.176540490684



ITERATION 1981 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  62.1400601268
AVG_RMSE_PER_AREA:  4.83682162669
STD_RMSE:  28.040151489
CV_RMSE:  2.1825728984
AVG_MAE:  20.0915012098
AVG_MAE_PER_AREA:  1.56387051068
STD_MAE:  2.47968904779
CV_MAE:  0.193012584625



ITERATION 1982 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45600333085
AVG_RMSE_PER_AREA:  1.31050365917
STD_RMSE:  0.0192604793752
CV_RMSE:  0.017335763019
AVG_MAE:  1.17317703725
AVG_MAE_PER_AREA:  1.05594044161
STD_MAE:  0.0218565513843
CV_MAE:  0.0196724073078



ITERATION 1983 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.0304533245
AVG_RMSE_PER_AREA:  4.82829011657
STD_RMSE:  32.2444389903
CV_RMSE:  2.50982376796
AVG_MAE:  21.1910934777
AVG_MAE_PER_AREA:  1.64945992999
STD_MAE:  6.14584916491
CV_MAE:  0.478377009848



ITERATION 1984 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48703962126
AVG_RMSE_PER_AREA:  1.33843846624
STD_RMSE:  0.0698324030744
CV_RMSE:  0.0628539906595
AVG_MAE:  1.19044766555
AVG_MAE_PER_AREA:  1.0714852011
STD_MAE:  0.0558004647468
CV_MAE:  0.0502242760608



ITERATION 1985 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  61.6645524239
AVG_RMSE_PER_AREA:  4.79980933645
STD_RMSE:  33.8665696899
CV_RMSE:  2.63608622785
AVG_MAE:  21.4858861356
AVG_MAE_PER_AREA:  1.67240582834
STD_MAE:  5.56051313014
CV_MAE:  0.432815966197



ITERATION 1986 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.49917606455
AVG_RMSE_PER_AREA:  1.34936210427
STD_RMSE:  0.0590276658962
CV_RMSE:  0.0531289802091
AVG_MAE:  1.19679023669
AVG_MAE_PER_AREA:  1.07719395362
STD_MAE:  0.0578093241369
CV_MAE:  0.0520323883951



ITERATION 1987 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  59.5020674693
AVG_RMSE_PER_AREA:  4.63148709836
STD_RMSE:  36.8843915161
CV_RMSE:  2.87098567668
AVG_MAE:  21.404341153
AVG_MAE_PER_AREA:  1.66605857771
STD_MAE:  7.27362412034
CV_MAE:  0.566160096689



ITERATION 1988 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.49499280956
AVG_RMSE_PER_AREA:  1.34559688556
STD_RMSE:  0.126376012078
CV_RMSE:  0.113747147929
AVG_MAE:  1.19777163166
AVG_MAE_PER_AREA:  1.07807727694
STD_MAE:  0.101924929132
CV_MAE:  0.0917394828415



ITERATION 1989 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  57.5940424371
AVG_RMSE_PER_AREA:  4.48297136275
STD_RMSE:  39.0540583071
CV_RMSE:  3.03986693035
AVG_MAE:  20.8243585973
AVG_MAE_PER_AREA:  1.62091423503
STD_MAE:  7.82687495605
CV_MAE:  0.609223711396



ITERATION 1990 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48601527521
AVG_RMSE_PER_AREA:  1.33751648398
STD_RMSE:  0.122293189575
CV_RMSE:  0.110072325408
AVG_MAE:  1.18883795904
AVG_MAE_PER_AREA:  1.07003635394
STD_MAE:  0.0885070302793
CV_MAE:  0.0796624462222



ITERATION 1991 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  57.7131253349
AVG_RMSE_PER_AREA:  4.49224046764
STD_RMSE:  40.6319375304
CV_RMSE:  3.16268496973
AVG_MAE:  21.7225950999
AVG_MAE_PER_AREA:  1.69083064215
STD_MAE:  9.74296854426
CV_MAE:  0.758367482537



ITERATION 1992 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48987724191
AVG_RMSE_PER_AREA:  1.34099252101
STD_RMSE:  0.158853735631
CV_RMSE:  0.142979344488
AVG_MAE:  1.1946822729
AVG_MAE_PER_AREA:  1.07529664047
STD_MAE:  0.120800648772
CV_MAE:  0.108728935499



ITERATION 1993 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  55.7530881346
AVG_RMSE_PER_AREA:  4.33967623935
STD_RMSE:  42.9992779476
CV_RMSE:  3.34695262741
AVG_MAE:  21.8224256769
AVG_MAE_PER_AREA:  1.69860119616
STD_MAE:  10.8923827775
CV_MAE:  0.847834914817



ITERATION 1994 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48148596019
AVG_RMSE_PER_AREA:  1.33343978733
STD_RMSE:  0.202427205152
CV_RMSE:  0.182198479527
AVG_MAE:  1.19395640639
AVG_MAE_PER_AREA:  1.07464331043
STD_MAE:  0.144646853551
CV_MAE:  0.130192168417



ITERATION 1995 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  53.1011419432
AVG_RMSE_PER_AREA:  4.13325560402
STD_RMSE:  45.7902853544
CV_RMSE:  3.56419742824
AVG_MAE:  21.3484910192
AVG_MAE_PER_AREA:  1.66171134769
STD_MAE:  12.5755889362
CV_MAE:  0.978851330542



ITERATION 1996 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.47125139058
AVG_RMSE_PER_AREA:  1.3242279671
STD_RMSE:  0.26449118433
CV_RMSE:  0.238060351606
AVG_MAE:  1.19304541697
AVG_MAE_PER_AREA:  1.07382335697
STD_MAE:  0.205451744689
CV_MAE:  0.184920774213



ITERATION 1997 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  49.7907434669
AVG_RMSE_PER_AREA:  3.87558274514
STD_RMSE:  48.3276161216
CV_RMSE:  3.76169669527
AVG_MAE:  21.1130424758
AVG_MAE_PER_AREA:  1.64338464179
STD_MAE:  13.0933788737
CV_MAE:  1.01915476061



ITERATION 1998 OF 6498
HP:  6
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.48397168122
AVG_RMSE_PER_AREA:  1.33567710811
STD_RMSE:  0.246574570944
CV_RMSE:  0.221934160886
AVG_MAE:  1.20407384605
AVG_MAE_PER_AREA:  1.08374970559
STD_MAE:  0.180542279204
CV_MAE:  0.16250053315



ITERATION 1999 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.2995663625
AVG_RMSE_PER_AREA:  4.69356235039
STD_RMSE:  28.7009338677
CV_RMSE:  2.23400649041
AVG_MAE:  19.4380679714
AVG_MAE_PER_AREA:  1.51300895675
STD_MAE:  2.71997632724
CV_MAE:  0.211715925232



ITERATION 2000 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.52995861994
AVG_RMSE_PER_AREA:  1.37706853228
STD_RMSE:  0.0249125956934
CV_RMSE:  0.0224230584668
AVG_MAE:  1.24218521203
AVG_MAE_PER_AREA:  1.11805256983
STD_MAE:  0.0230810442184
CV_MAE:  0.0207745355142



ITERATION 2001 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.3254219404
AVG_RMSE_PER_AREA:  4.77341229638
STD_RMSE:  28.4919263683
CV_RMSE:  2.21773788701
AVG_MAE:  19.8451090677
AVG_MAE_PER_AREA:  1.54469198335
STD_MAE:  3.46921026424
CV_MAE:  0.270034357858



ITERATION 2002 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.52997049808
AVG_RMSE_PER_AREA:  1.37707922343
STD_RMSE:  0.110559531891
CV_RMSE:  0.0995112222812
AVG_MAE:  1.24330340529
AVG_MAE_PER_AREA:  1.11905902107
STD_MAE:  0.0885582983533
CV_MAE:  0.0797085910332



ITERATION 2003 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.3083000049
AVG_RMSE_PER_AREA:  4.38289249592
STD_RMSE:  36.1919016134
CV_RMSE:  2.81708405298
AVG_MAE:  19.2205534106
AVG_MAE_PER_AREA:  1.49607818569
STD_MAE:  5.77410871875
CV_MAE:  0.449441694597



ITERATION 2004 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.5219529451
AVG_RMSE_PER_AREA:  1.36986287144
STD_RMSE:  0.109963381326
CV_RMSE:  0.0989746455579
AVG_MAE:  1.23755239726
AVG_MAE_PER_AREA:  1.11388271624
STD_MAE:  0.0733216501205
CV_MAE:  0.0659945542316



ITERATION 2005 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.7751641168
AVG_RMSE_PER_AREA:  4.41923199138
STD_RMSE:  35.9191357323
CV_RMSE:  2.79585266199
AVG_MAE:  19.5531758755
AVG_MAE_PER_AREA:  1.52196865842
STD_MAE:  5.92316147043
CV_MAE:  0.461043575434



ITERATION 2006 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.5152405735
AVG_RMSE_PER_AREA:  1.36382127294
STD_RMSE:  0.118638136465
CV_RMSE:  0.106782524916
AVG_MAE:  1.23196530606
AVG_MAE_PER_AREA:  1.10885394789
STD_MAE:  0.0946696093324
CV_MAE:  0.0852091934224



ITERATION 2007 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.3313913258
AVG_RMSE_PER_AREA:  4.15117762068
STD_RMSE:  39.5871153021
CV_RMSE:  3.08135870871
AVG_MAE:  18.9796558572
AVG_MAE_PER_AREA:  1.47732734294
STD_MAE:  7.11202908918
CV_MAE:  0.553581957243



ITERATION 2008 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.52365086149
AVG_RMSE_PER_AREA:  1.37139111359
STD_RMSE:  0.153354502736
CV_RMSE:  0.138029654691
AVG_MAE:  1.23900357934
AVG_MAE_PER_AREA:  1.11518888044
STD_MAE:  0.103052610383
CV_MAE:  0.09275447393



ITERATION 2009 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.1935066301
AVG_RMSE_PER_AREA:  4.06260761779
STD_RMSE:  41.8469452733
CV_RMSE:  3.25725803122
AVG_MAE:  19.3304996776
AVG_MAE_PER_AREA:  1.50463611887
STD_MAE:  8.85782146043
CV_MAE:  0.689469921943



ITERATION 2010 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.50787400944
AVG_RMSE_PER_AREA:  1.357190856
STD_RMSE:  0.167603937126
CV_RMSE:  0.150855130782
AVG_MAE:  1.22961002058
AVG_MAE_PER_AREA:  1.10673402813
STD_MAE:  0.124352657823
CV_MAE:  0.111925989214



ITERATION 2011 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.0102410267
AVG_RMSE_PER_AREA:  3.97050528237
STD_RMSE:  43.5153182888
CV_RMSE:  3.38711987343
AVG_MAE:  19.6419122316
AVG_MAE_PER_AREA:  1.52887566696
STD_MAE:  9.59451342355
CV_MAE:  0.746812119749



ITERATION 2012 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.52416837563
AVG_RMSE_PER_AREA:  1.37185691209
STD_RMSE:  0.178863731947
CV_RMSE:  0.160989724572
AVG_MAE:  1.25234515639
AVG_MAE_PER_AREA:  1.12719722216
STD_MAE:  0.117408287789
CV_MAE:  0.105675576081



ITERATION 2013 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.8810172011
AVG_RMSE_PER_AREA:  3.72693458992
STD_RMSE:  47.282023087
CV_RMSE:  3.68031043668
AVG_MAE:  19.7473557737
AVG_MAE_PER_AREA:  1.53708311967
STD_MAE:  11.9885036654
CV_MAE:  0.933154130878



ITERATION 2014 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.50360584768
AVG_RMSE_PER_AREA:  1.35334921533
STD_RMSE:  0.226619113374
CV_RMSE:  0.203972869444
AVG_MAE:  1.23944169764
AVG_MAE_PER_AREA:  1.1155832172
STD_MAE:  0.166654545428
CV_MAE:  0.150000612617



ITERATION 2015 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.0816031344
AVG_RMSE_PER_AREA:  3.43119802177
STD_RMSE:  49.6127149595
CV_RMSE:  3.86172546639
AVG_MAE:  19.2043253423
AVG_MAE_PER_AREA:  1.49481503481
STD_MAE:  13.3188726712
CV_MAE:  1.03670661483



ITERATION 2016 OF 6498
HP:  6
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.49934384722
AVG_RMSE_PER_AREA:  1.34951312027
STD_RMSE:  0.241591954212
CV_RMSE:  0.217449461352
AVG_MAE:  1.24102213922
AVG_MAE_PER_AREA:  1.11700572389
STD_MAE:  0.172725208286
CV_MAE:  0.155464628887



ITERATION 2017 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.6385161861
AVG_RMSE_PER_AREA:  4.79778274301
STD_RMSE:  28.8014706821
CV_RMSE:  2.24183201612
AVG_MAE:  20.9395256606
AVG_MAE_PER_AREA:  1.62987854149
STD_MAE:  3.30750843825
CV_MAE:  0.257447905779



ITERATION 2018 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.51039366115
AVG_RMSE_PER_AREA:  1.35945871673
STD_RMSE:  0.0255299432829
CV_RMSE:  0.022978713978
AVG_MAE:  1.19771375456
AVG_MAE_PER_AREA:  1.07802518354
STD_MAE:  0.0183522196191
CV_MAE:  0.0165182664456



ITERATION 2019 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.7035771972
AVG_RMSE_PER_AREA:  4.80284692391
STD_RMSE:  31.9160759022
CV_RMSE:  2.48426483411
AVG_MAE:  22.1169052465
AVG_MAE_PER_AREA:  1.72152272452
STD_MAE:  6.48045542827
CV_MAE:  0.504421896315



ITERATION 2020 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.53497631718
AVG_RMSE_PER_AREA:  1.38158480669
STD_RMSE:  0.0981134693196
CV_RMSE:  0.0883089055036
AVG_MAE:  1.22306332998
AVG_MAE_PER_AREA:  1.10084155398
STD_MAE:  0.0896578631287
CV_MAE:  0.0806982753499



ITERATION 2021 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.5590389748
AVG_RMSE_PER_AREA:  4.48024678375
STD_RMSE:  38.2220263019
CV_RMSE:  2.97510371017
AVG_MAE:  21.6287154229
AVG_MAE_PER_AREA:  1.68352329079
STD_MAE:  8.3288508495
CV_MAE:  0.648296217161



ITERATION 2022 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.53094807025
AVG_RMSE_PER_AREA:  1.37795910596
STD_RMSE:  0.0975215470334
CV_RMSE:  0.0877761345232
AVG_MAE:  1.21240990175
AVG_MAE_PER_AREA:  1.09125273204
STD_MAE:  0.0752823822694
CV_MAE:  0.0677593487216



ITERATION 2023 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.145387294
AVG_RMSE_PER_AREA:  4.29237437704
STD_RMSE:  38.602888113
CV_RMSE:  3.00474900888
AVG_MAE:  20.5179510318
AVG_MAE_PER_AREA:  1.5970642623
STD_MAE:  8.04654900063
CV_MAE:  0.626322571093



ITERATION 2024 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.51985791224
AVG_RMSE_PER_AREA:  1.36797719703
STD_RMSE:  0.105195666631
CV_RMSE:  0.0946833727145
AVG_MAE:  1.2038615318
AVG_MAE_PER_AREA:  1.08355860809
STD_MAE:  0.0974077924042
CV_MAE:  0.0876737474925



ITERATION 2025 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.6883884633
AVG_RMSE_PER_AREA:  4.1789653549
STD_RMSE:  39.665030862
CV_RMSE:  3.08742345445
AVG_MAE:  19.8456629588
AVG_MAE_PER_AREA:  1.5447350968
STD_MAE:  7.34887286259
CV_MAE:  0.572017264242



ITERATION 2026 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.50243972235
AVG_RMSE_PER_AREA:  1.35229962192
STD_RMSE:  0.114279247175
CV_RMSE:  0.102859223201
AVG_MAE:  1.19310744236
AVG_MAE_PER_AREA:  1.07387918411
STD_MAE:  0.0867922493163
CV_MAE:  0.0781190248033



ITERATION 2027 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.398333499
AVG_RMSE_PER_AREA:  4.00071339707
STD_RMSE:  43.1662650112
CV_RMSE:  3.35995046873
AVG_MAE:  20.2008156028
AVG_MAE_PER_AREA:  1.57237926042
STD_MAE:  10.4406671935
CV_MAE:  0.812674541601



ITERATION 2028 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.52646204034
AVG_RMSE_PER_AREA:  1.3739213689
STD_RMSE:  0.149210808687
CV_RMSE:  0.13430004357
AVG_MAE:  1.21748606725
AVG_MAE_PER_AREA:  1.09582163194
STD_MAE:  0.112790110891
CV_MAE:  0.101518897594



ITERATION 2029 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.6082678844
AVG_RMSE_PER_AREA:  3.78354190291
STD_RMSE:  45.6712248595
CV_RMSE:  3.55493006713
AVG_MAE:  20.0329793651
AVG_MAE_PER_AREA:  1.55931532159
STD_MAE:  12.0272590343
CV_MAE:  0.936170748596



ITERATION 2030 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.5137789345
AVG_RMSE_PER_AREA:  1.3625056968
STD_RMSE:  0.204428927473
CV_RMSE:  0.184000168005
AVG_MAE:  1.21268449648
AVG_MAE_PER_AREA:  1.09149988628
STD_MAE:  0.152625229498
CV_MAE:  0.137373258358



ITERATION 2031 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.7519719487
AVG_RMSE_PER_AREA:  3.7168900411
STD_RMSE:  47.5619372586
CV_RMSE:  3.70209823213
AVG_MAE:  20.2133289242
AVG_MAE_PER_AREA:  1.573353265
STD_MAE:  13.0872559586
CV_MAE:  1.01867816872



ITERATION 2032 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.49476804673
AVG_RMSE_PER_AREA:  1.34539458348
STD_RMSE:  0.234890064377
CV_RMSE:  0.211417297163
AVG_MAE:  1.20100395934
AVG_MAE_PER_AREA:  1.08098659532
STD_MAE:  0.184305347994
CV_MAE:  0.165887555223



ITERATION 2033 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.3563871509
AVG_RMSE_PER_AREA:  3.4525864992
STD_RMSE:  48.9109211285
CV_RMSE:  3.80709964897
AVG_MAE:  19.5346494243
AVG_MAE_PER_AREA:  1.52052660735
STD_MAE:  12.9599585112
CV_MAE:  1.00876966453



ITERATION 2034 OF 6498
HP:  6
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.49152002998
AVG_RMSE_PER_AREA:  1.34247114385
STD_RMSE:  0.251092758044
CV_RMSE:  0.226000841643
AVG_MAE:  1.20705390659
AVG_MAE_PER_AREA:  1.08643196611
STD_MAE:  0.178664730476
CV_MAE:  0.16081060949



ITERATION 2035 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.7456718658
AVG_RMSE_PER_AREA:  4.80612346408
STD_RMSE:  28.8207358053
CV_RMSE:  2.2433315635
AVG_MAE:  21.0298307718
AVG_MAE_PER_AREA:  1.63690765788
STD_MAE:  3.20140988134
CV_MAE:  0.24918946841



ITERATION 2036 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.51514136287
AVG_RMSE_PER_AREA:  1.36373197652
STD_RMSE:  0.0263273923331
CV_RMSE:  0.0236964732552
AVG_MAE:  1.20143332313
AVG_MAE_PER_AREA:  1.08137305241
STD_MAE:  0.0177277935144
CV_MAE:  0.0159562397814



ITERATION 2037 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.1214280628
AVG_RMSE_PER_AREA:  4.75753394034
STD_RMSE:  32.061555005
CV_RMSE:  2.49558855136
AVG_MAE:  21.9468067277
AVG_MAE_PER_AREA:  1.70828269558
STD_MAE:  6.41745866252
CV_MAE:  0.499518390937



ITERATION 2038 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.53120192548
AVG_RMSE_PER_AREA:  1.37818759322
STD_RMSE:  0.103001690942
CV_RMSE:  0.0927086429128
AVG_MAE:  1.22431872706
AVG_MAE_PER_AREA:  1.10197149815
STD_MAE:  0.0932213295676
CV_MAE:  0.0839056415066



ITERATION 2039 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.7975890845
AVG_RMSE_PER_AREA:  4.42097749289
STD_RMSE:  37.8314656521
CV_RMSE:  2.94470347892
AVG_MAE:  20.9981371979
AVG_MAE_PER_AREA:  1.63444071202
STD_MAE:  7.63967440392
CV_MAE:  0.594652504396



ITERATION 2040 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.52099725831
AVG_RMSE_PER_AREA:  1.36900268726
STD_RMSE:  0.0973025910674
CV_RMSE:  0.0875790590162
AVG_MAE:  1.20891632733
AVG_MAE_PER_AREA:  1.08810827353
STD_MAE:  0.0719733636599
CV_MAE:  0.0647810032027



ITERATION 2041 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.1700634678
AVG_RMSE_PER_AREA:  4.29429510661
STD_RMSE:  38.1001961756
CV_RMSE:  2.9656207681
AVG_MAE:  20.4674940064
AVG_MAE_PER_AREA:  1.5931368179
STD_MAE:  7.52331669559
CV_MAE:  0.585595521205



ITERATION 2042 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.52168854274
AVG_RMSE_PER_AREA:  1.36962489105
STD_RMSE:  0.104373417286
CV_RMSE:  0.0939432914575
AVG_MAE:  1.21117646306
AVG_MAE_PER_AREA:  1.09014255195
STD_MAE:  0.0951639188127
CV_MAE:  0.085654106129



ITERATION 2043 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.0831620667
AVG_RMSE_PER_AREA:  4.13185609691
STD_RMSE:  39.9415600195
CV_RMSE:  3.10894776915
AVG_MAE:  19.726262632
AVG_MAE_PER_AREA:  1.53544128405
STD_MAE:  7.36136142056
CV_MAE:  0.572989341307



ITERATION 2044 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.50259411789
AVG_RMSE_PER_AREA:  1.35243858858
STD_RMSE:  0.118853481941
CV_RMSE:  0.106976350732
AVG_MAE:  1.19776975871
AVG_MAE_PER_AREA:  1.07807559115
STD_MAE:  0.0851960995032
CV_MAE:  0.076682379621



ITERATION 2045 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.3573587336
AVG_RMSE_PER_AREA:  3.99752402726
STD_RMSE:  42.773101065
CV_RMSE:  3.32934760361
AVG_MAE:  20.1800870406
AVG_MAE_PER_AREA:  1.57076580273
STD_MAE:  10.1113734457
CV_MAE:  0.787043167612



ITERATION 2046 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.52092272393
AVG_RMSE_PER_AREA:  1.36893560117
STD_RMSE:  0.148633382588
CV_RMSE:  0.13378032016
AVG_MAE:  1.21775516685
AVG_MAE_PER_AREA:  1.09606384018
STD_MAE:  0.109452750167
CV_MAE:  0.0985150422118



ITERATION 2047 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.4913683374
AVG_RMSE_PER_AREA:  3.7744427444
STD_RMSE:  45.2703606389
CV_RMSE:  3.52372783257
AVG_MAE:  19.8235710551
AVG_MAE_PER_AREA:  1.54301552013
STD_MAE:  11.5917722973
CV_MAE:  0.902273586878



ITERATION 2048 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.50776539234
AVG_RMSE_PER_AREA:  1.3570930931
STD_RMSE:  0.196701189095
CV_RMSE:  0.177044669205
AVG_MAE:  1.20980717984
AVG_MAE_PER_AREA:  1.08891010238
STD_MAE:  0.144003361932
CV_MAE:  0.129612981472



ITERATION 2049 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.1653588832
AVG_RMSE_PER_AREA:  3.67122959668
STD_RMSE:  47.664806875
CV_RMSE:  3.71010533712
AVG_MAE:  20.0684041121
AVG_MAE_PER_AREA:  1.56207269231
STD_MAE:  13.1188414886
CV_MAE:  1.02113670472



ITERATION 2050 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.48530610288
AVG_RMSE_PER_AREA:  1.33687817986
STD_RMSE:  0.238599277685
CV_RMSE:  0.214755845578
AVG_MAE:  1.19865208683
AVG_MAE_PER_AREA:  1.07886974746
STD_MAE:  0.186630105042
CV_MAE:  0.167979997288



ITERATION 2051 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.160608188
AVG_RMSE_PER_AREA:  3.43734757088
STD_RMSE:  48.6142401361
CV_RMSE:  3.78400676754
AVG_MAE:  19.3251853125
AVG_MAE_PER_AREA:  1.50422246243
STD_MAE:  12.5860667505
CV_MAE:  0.979666896513



ITERATION 2052 OF 6498
HP:  6
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4776546618
AVG_RMSE_PER_AREA:  1.3299913539
STD_RMSE:  0.249250213409
CV_RMSE:  0.224342424086
AVG_MAE:  1.19603654232
AVG_MAE_PER_AREA:  1.07651557657
STD_MAE:  0.176548270077
CV_MAE:  0.158905648809



ITERATION 2053 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  64.3871071607
AVG_RMSE_PER_AREA:  5.01172595841
STD_RMSE:  29.3386936715
CV_RMSE:  2.28364806471
AVG_MAE:  22.7855362024
AVG_MAE_PER_AREA:  1.77356722949
STD_MAE:  4.69907369055
CV_MAE:  0.365763747339



ITERATION 2054 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.55345749082
AVG_RMSE_PER_AREA:  1.39821914068
STD_RMSE:  0.0490030553791
CV_RMSE:  0.044106137688
AVG_MAE:  1.26218400368
AVG_MAE_PER_AREA:  1.13605286493
STD_MAE:  0.0263236006461
CV_MAE:  0.0236930604747



ITERATION 2055 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.8723320619
AVG_RMSE_PER_AREA:  4.89381978094
STD_RMSE:  28.5491441334
CV_RMSE:  2.22219156991
AVG_MAE:  21.811358023
AVG_MAE_PER_AREA:  1.6977397186
STD_MAE:  5.24088642502
CV_MAE:  0.407937049817



ITERATION 2056 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.54507378876
AVG_RMSE_PER_AREA:  1.39067322921
STD_RMSE:  0.0989719031057
CV_RMSE:  0.0890815552593
AVG_MAE:  1.25267223839
AVG_MAE_PER_AREA:  1.12749161857
STD_MAE:  0.0785541994856
CV_MAE:  0.0707042104146



ITERATION 2057 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  64.6483131023
AVG_RMSE_PER_AREA:  5.0320575536
STD_RMSE:  31.3961651829
CV_RMSE:  2.44379632787
AVG_MAE:  22.8142486532
AVG_MAE_PER_AREA:  1.77580213243
STD_MAE:  4.30961685635
CV_MAE:  0.335449434246



ITERATION 2058 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.53123960951
AVG_RMSE_PER_AREA:  1.37822151145
STD_RMSE:  0.100643869786
CV_RMSE:  0.0905864408633
AVG_MAE:  1.2346222389
AVG_MAE_PER_AREA:  1.11124537114
STD_MAE:  0.0733936002728
CV_MAE:  0.0660593143429



ITERATION 2059 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.1554886957
AVG_RMSE_PER_AREA:  4.37099805868
STD_RMSE:  37.8131816858
CV_RMSE:  2.94328030225
AVG_MAE:  21.4678452837
AVG_MAE_PER_AREA:  1.67100157507
STD_MAE:  8.02963799605
CV_MAE:  0.625006262217



ITERATION 2060 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.501677585
AVG_RMSE_PER_AREA:  1.35161364561
STD_RMSE:  0.105007303619
CV_RMSE:  0.0945138329812
AVG_MAE:  1.21306427867
AVG_MAE_PER_AREA:  1.09184171651
STD_MAE:  0.084242479506
CV_MAE:  0.0758240556946



ITERATION 2061 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  60.7834826699
AVG_RMSE_PER_AREA:  4.73122914466
STD_RMSE:  36.7087479582
CV_RMSE:  2.85731403624
AVG_MAE:  22.9497750485
AVG_MAE_PER_AREA:  1.78635115666
STD_MAE:  6.61302372584
CV_MAE:  0.514740669862



ITERATION 2062 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.505297216
AVG_RMSE_PER_AREA:  1.35487156375
STD_RMSE:  0.133825152724
CV_RMSE:  0.12045188951
AVG_MAE:  1.2341731444
AVG_MAE_PER_AREA:  1.11084115504
STD_MAE:  0.0959961077007
CV_MAE:  0.0864031336619



ITERATION 2063 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  57.1167864135
AVG_RMSE_PER_AREA:  4.44582298775
STD_RMSE:  41.5983536043
CV_RMSE:  3.2379082984
AVG_MAE:  21.9900801326
AVG_MAE_PER_AREA:  1.71165098555
STD_MAE:  9.63498593487
CV_MAE:  0.749962395394



ITERATION 2064 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.51515725998
AVG_RMSE_PER_AREA:  1.36374628502
STD_RMSE:  0.158426154761
CV_RMSE:  0.142594492143
AVG_MAE:  1.2367709491
AVG_MAE_PER_AREA:  1.11317935887
STD_MAE:  0.109826987088
CV_MAE:  0.0988518813138



ITERATION 2065 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.5825754989
AVG_RMSE_PER_AREA:  3.62586724474
STD_RMSE:  45.6789425846
CV_RMSE:  3.55553079489
AVG_MAE:  18.5727652661
AVG_MAE_PER_AREA:  1.44565603128
STD_MAE:  8.79751092277
CV_MAE:  0.684775505615



ITERATION 2066 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.50065103098
AVG_RMSE_PER_AREA:  1.35068967602
STD_RMSE:  0.17830386161
CV_RMSE:  0.160485802561
AVG_MAE:  1.22470823683
AVG_MAE_PER_AREA:  1.10232208387
STD_MAE:  0.122729053953
CV_MAE:  0.110464633483



ITERATION 2067 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.3170746027
AVG_RMSE_PER_AREA:  3.60520134139
STD_RMSE:  48.8433841343
CV_RMSE:  3.80184274395
AVG_MAE:  19.738264411
AVG_MAE_PER_AREA:  1.5363754715
STD_MAE:  12.725270544
CV_MAE:  0.990502159916



ITERATION 2068 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.50688748568
AVG_RMSE_PER_AREA:  1.35630291641
STD_RMSE:  0.23745768428
CV_RMSE:  0.213728332589
AVG_MAE:  1.23574087572
AVG_MAE_PER_AREA:  1.11225222161
STD_MAE:  0.160475804379
CV_MAE:  0.144439318503



ITERATION 2069 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.3352011719
AVG_RMSE_PER_AREA:  3.52877485202
STD_RMSE:  49.7997626534
CV_RMSE:  3.8762847753
AVG_MAE:  20.074178062
AVG_MAE_PER_AREA:  1.56252212164
STD_MAE:  12.8533716946
CV_MAE:  1.00047322229



ITERATION 2070 OF 6498
HP:  7
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.50051387863
AVG_RMSE_PER_AREA:  1.35056622943
STD_RMSE:  0.265904687584
CV_RMSE:  0.239332602258
AVG_MAE:  1.23773389385
AVG_MAE_PER_AREA:  1.11404607572
STD_MAE:  0.164527965852
CV_MAE:  0.148086543977



ITERATION 2071 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.6444011444
AVG_RMSE_PER_AREA:  4.48689115434
STD_RMSE:  30.1439988772
CV_RMSE:  2.34633093992
AVG_MAE:  18.6706861521
AVG_MAE_PER_AREA:  1.45327793989
STD_MAE:  4.12027238701
CV_MAE:  0.320711350273



ITERATION 2072 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47361816023
AVG_RMSE_PER_AREA:  1.32635822342
STD_RMSE:  0.0449013291097
CV_RMSE:  0.040414300471
AVG_MAE:  1.19973685928
AVG_MAE_PER_AREA:  1.07984611767
STD_MAE:  0.03670137436
CV_MAE:  0.033033774289



ITERATION 2073 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.1768769764
AVG_RMSE_PER_AREA:  4.68401252577
STD_RMSE:  29.7411788338
CV_RMSE:  2.31497646918
AVG_MAE:  19.8346600608
AVG_MAE_PER_AREA:  1.54387865967
STD_MAE:  4.40571936178
CV_MAE:  0.34292980481



ITERATION 2074 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50745905226
AVG_RMSE_PER_AREA:  1.35681736585
STD_RMSE:  0.05458448856
CV_RMSE:  0.0491298134256
AVG_MAE:  1.22227631285
AVG_MAE_PER_AREA:  1.10013318415
STD_MAE:  0.052263730934
CV_MAE:  0.0470409711156



ITERATION 2075 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.4733333326
AVG_RMSE_PER_AREA:  4.47357567813
STD_RMSE:  34.5175118708
CV_RMSE:  2.6867538843
AVG_MAE:  19.4424906119
AVG_MAE_PER_AREA:  1.51335320366
STD_MAE:  5.27797977673
CV_MAE:  0.410824300415



ITERATION 2076 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48415061786
AVG_RMSE_PER_AREA:  1.33583816345
STD_RMSE:  0.0786267744363
CV_RMSE:  0.0707695328878
AVG_MAE:  1.19995139678
AVG_MAE_PER_AREA:  1.08003921624
STD_MAE:  0.0649144175205
CV_MAE:  0.058427463654



ITERATION 2077 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.0303904659
AVG_RMSE_PER_AREA:  4.12774849193
STD_RMSE:  37.2752327942
CV_RMSE:  2.90140775131
AVG_MAE:  18.0215870135
AVG_MAE_PER_AREA:  1.40275374109
STD_MAE:  6.38736714619
CV_MAE:  0.497176145103



ITERATION 2078 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47344176461
AVG_RMSE_PER_AREA:  1.32619945516
STD_RMSE:  0.0912233593772
CV_RMSE:  0.0821073302048
AVG_MAE:  1.19234375994
AVG_MAE_PER_AREA:  1.07319181714
STD_MAE:  0.0963824230306
CV_MAE:  0.0867508441669



ITERATION 2079 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.6295600369
AVG_RMSE_PER_AREA:  4.17438630228
STD_RMSE:  39.3873026923
CV_RMSE:  3.06580581175
AVG_MAE:  18.7022781728
AVG_MAE_PER_AREA:  1.4557369811
STD_MAE:  6.83675058486
CV_MAE:  0.532154990157



ITERATION 2080 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48890144398
AVG_RMSE_PER_AREA:  1.34011423541
STD_RMSE:  0.105189648927
CV_RMSE:  0.0946779563653
AVG_MAE:  1.20018272574
AVG_MAE_PER_AREA:  1.0802474283
STD_MAE:  0.0766119832493
CV_MAE:  0.068956081526



ITERATION 2081 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.561353024
AVG_RMSE_PER_AREA:  4.01340241543
STD_RMSE:  41.0229597309
CV_RMSE:  3.1931211269
AVG_MAE:  19.2381431335
AVG_MAE_PER_AREA:  1.49744732424
STD_MAE:  8.50175122617
CV_MAE:  0.661754335473



ITERATION 2082 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47608454144
AVG_RMSE_PER_AREA:  1.32857813702
STD_RMSE:  0.16621888851
CV_RMSE:  0.149608491272
AVG_MAE:  1.20016772245
AVG_MAE_PER_AREA:  1.0802339243
STD_MAE:  0.121012336832
CV_MAE:  0.108919469387



ITERATION 2083 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.7625888818
AVG_RMSE_PER_AREA:  3.63987902107
STD_RMSE:  45.0103186445
CV_RMSE:  3.50348683602
AVG_MAE:  18.400645058
AVG_MAE_PER_AREA:  1.43225863928
STD_MAE:  10.2359807775
CV_MAE:  0.796742280168



ITERATION 2084 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.47351884531
AVG_RMSE_PER_AREA:  1.32626883312
STD_RMSE:  0.189116671603
CV_RMSE:  0.170218079103
AVG_MAE:  1.20402198827
AVG_MAE_PER_AREA:  1.08370303001
STD_MAE:  0.14352395783
CV_MAE:  0.129181484636



ITERATION 2085 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.8924715955
AVG_RMSE_PER_AREA:  3.4943139264
STD_RMSE:  47.2704429405
CV_RMSE:  3.67940906802
AVG_MAE:  18.4088277241
AVG_MAE_PER_AREA:  1.43289555685
STD_MAE:  11.9188723654
CV_MAE:  0.92773421051



ITERATION 2086 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46160703191
AVG_RMSE_PER_AREA:  1.31554737753
STD_RMSE:  0.232198083845
CV_RMSE:  0.208994328573
AVG_MAE:  1.19419495225
AVG_MAE_PER_AREA:  1.07485801819
STD_MAE:  0.173771241927
CV_MAE:  0.156406131482



ITERATION 2087 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.8168518513
AVG_RMSE_PER_AREA:  3.33275305171
STD_RMSE:  48.6482049789
CV_RMSE:  3.78665050309
AVG_MAE:  18.5094201262
AVG_MAE_PER_AREA:  1.44072540936
STD_MAE:  12.4204277011
CV_MAE:  0.966773981144



ITERATION 2088 OF 6498
HP:  7
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46639130228
AVG_RMSE_PER_AREA:  1.31985355163
STD_RMSE:  0.257616982223
CV_RMSE:  0.231873094459
AVG_MAE:  1.19740126803
AVG_MAE_PER_AREA:  1.07774392407
STD_MAE:  0.172880480848
CV_MAE:  0.155604384928



ITERATION 2089 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.3834057068
AVG_RMSE_PER_AREA:  4.46657594424
STD_RMSE:  30.71226789
CV_RMSE:  2.3905635307
AVG_MAE:  19.201829627
AVG_MAE_PER_AREA:  1.49462077478
STD_MAE:  3.45249646454
CV_MAE:  0.2687333989



ITERATION 2090 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.52735083121
AVG_RMSE_PER_AREA:  1.37472134213
STD_RMSE:  0.019603209405
CV_RMSE:  0.0176442437406
AVG_MAE:  1.24536754229
AVG_MAE_PER_AREA:  1.12091688707
STD_MAE:  0.0104997014557
CV_MAE:  0.00945045721141



ITERATION 2091 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.6397586995
AVG_RMSE_PER_AREA:  4.72004204239
STD_RMSE:  29.2185598152
CV_RMSE:  2.27429715592
AVG_MAE:  20.3776859063
AVG_MAE_PER_AREA:  1.58614638757
STD_MAE:  3.56343855569
CV_MAE:  0.277368844452



ITERATION 2092 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.53006734257
AVG_RMSE_PER_AREA:  1.37716639016
STD_RMSE:  0.0968892495614
CV_RMSE:  0.0872070230842
AVG_MAE:  1.2327106532
AVG_MAE_PER_AREA:  1.10952481185
STD_MAE:  0.0792150267253
CV_MAE:  0.0712990006169



ITERATION 2093 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.2279776112
AVG_RMSE_PER_AREA:  4.53231523776
STD_RMSE:  34.8206968172
CV_RMSE:  2.71035301669
AVG_MAE:  20.6277535909
AVG_MAE_PER_AREA:  1.60561100963
STD_MAE:  5.47462017507
CV_MAE:  0.426130280638



ITERATION 2094 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.51313236432
AVG_RMSE_PER_AREA:  1.36192373893
STD_RMSE:  0.0875955027696
CV_RMSE:  0.0788420084445
AVG_MAE:  1.21330402618
AVG_MAE_PER_AREA:  1.09205750585
STD_MAE:  0.0695406739619
CV_MAE:  0.0625914142894



ITERATION 2095 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.5988508944
AVG_RMSE_PER_AREA:  4.40550822598
STD_RMSE:  35.5498320149
CV_RMSE:  2.76710701541
AVG_MAE:  20.5735003697
AVG_MAE_PER_AREA:  1.60138807915
STD_MAE:  5.57751960577
CV_MAE:  0.434139706293



ITERATION 2096 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.51881948818
AVG_RMSE_PER_AREA:  1.36704254359
STD_RMSE:  0.11846627979
CV_RMSE:  0.106627842027
AVG_MAE:  1.21439324672
AVG_MAE_PER_AREA:  1.09303787963
STD_MAE:  0.0862799992776
CV_MAE:  0.0776579643539



ITERATION 2097 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.3120122338
AVG_RMSE_PER_AREA:  4.30534403157
STD_RMSE:  39.4590826669
CV_RMSE:  3.07139297939
AVG_MAE:  20.7708527257
AVG_MAE_PER_AREA:  1.61674947632
STD_MAE:  7.48954802854
CV_MAE:  0.582967055466



ITERATION 2098 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.51285807344
AVG_RMSE_PER_AREA:  1.36167685818
STD_RMSE:  0.158971911434
CV_RMSE:  0.143085710881
AVG_MAE:  1.21022099022
AVG_MAE_PER_AREA:  1.08928256034
STD_MAE:  0.104416052461
CV_MAE:  0.0939816660622



ITERATION 2099 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.7469704356
AVG_RMSE_PER_AREA:  4.10568780951
STD_RMSE:  40.8877786351
CV_RMSE:  3.18259897988
AVG_MAE:  20.3788201161
AVG_MAE_PER_AREA:  1.58623467152
STD_MAE:  8.54344412593
CV_MAE:  0.664999603



ITERATION 2100 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.51337675577
AVG_RMSE_PER_AREA:  1.36214370813
STD_RMSE:  0.192425981747
CV_RMSE:  0.173196687024
AVG_MAE:  1.22196331992
AVG_MAE_PER_AREA:  1.09985146888
STD_MAE:  0.146935663968
CV_MAE:  0.13225225603



ITERATION 2101 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.4957439164
AVG_RMSE_PER_AREA:  3.93045815746
STD_RMSE:  43.1087502438
CV_RMSE:  3.35547366793
AVG_MAE:  20.2815223689
AVG_MAE_PER_AREA:  1.57866126644
STD_MAE:  9.63419388272
CV_MAE:  0.749900744103



ITERATION 2102 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.51029955565
AVG_RMSE_PER_AREA:  1.35937401528
STD_RMSE:  0.220612562714
CV_RMSE:  0.198566558585
AVG_MAE:  1.22413099828
AVG_MAE_PER_AREA:  1.10180252926
STD_MAE:  0.15612888716
CV_MAE:  0.14052679248



ITERATION 2103 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.0046290322
AVG_RMSE_PER_AREA:  3.73655621527
STD_RMSE:  46.1102055105
CV_RMSE:  3.58909918609
AVG_MAE:  20.239639774
AVG_MAE_PER_AREA:  1.57540123353
STD_MAE:  11.5657934916
CV_MAE:  0.900251463802



ITERATION 2104 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.481441908
AVG_RMSE_PER_AREA:  1.33340013731
STD_RMSE:  0.235301588105
CV_RMSE:  0.211787696969
AVG_MAE:  1.20175996062
AVG_MAE_PER_AREA:  1.08166704874
STD_MAE:  0.170490604621
CV_MAE:  0.153453331098



ITERATION 2105 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.2159793311
AVG_RMSE_PER_AREA:  3.59733234681
STD_RMSE:  47.3342357868
CV_RMSE:  3.68437453825
AVG_MAE:  20.1166654801
AVG_MAE_PER_AREA:  1.56582923242
STD_MAE:  12.4235365762
CV_MAE:  0.967015967947



ITERATION 2106 OF 6498
HP:  7
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.47452622239
AVG_RMSE_PER_AREA:  1.32717554214
STD_RMSE:  0.319348174247
CV_RMSE:  0.287435435093
AVG_MAE:  1.20609002444
AVG_MAE_PER_AREA:  1.08556440554
STD_MAE:  0.222369376299
CV_MAE:  0.200147812269



ITERATION 2107 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.8394321333
AVG_RMSE_PER_AREA:  4.57990927694
STD_RMSE:  30.5425747501
CV_RMSE:  2.37735505541
AVG_MAE:  19.1348785839
AVG_MAE_PER_AREA:  1.48940947868
STD_MAE:  3.30200589039
CV_MAE:  0.257019601679



ITERATION 2108 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.51201335239
AVG_RMSE_PER_AREA:  1.36091655083
STD_RMSE:  0.0208719610865
CV_RMSE:  0.0187862079696
AVG_MAE:  1.21739691906
AVG_MAE_PER_AREA:  1.0957413924
STD_MAE:  0.0100592794916
CV_MAE:  0.009054046995



ITERATION 2109 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.4612263526
AVG_RMSE_PER_AREA:  4.86182037538
STD_RMSE:  30.2998488979
CV_RMSE:  2.3584619026
AVG_MAE:  21.8238373786
AVG_MAE_PER_AREA:  1.69871107937
STD_MAE:  6.36424927436
CV_MAE:  0.495376709727



ITERATION 2110 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.52699508677
AVG_RMSE_PER_AREA:  1.37440114754
STD_RMSE:  0.0852420353983
CV_RMSE:  0.0767237251024
AVG_MAE:  1.22006627233
AVG_MAE_PER_AREA:  1.09814399489
STD_MAE:  0.0850407923108
CV_MAE:  0.0765425924106



ITERATION 2111 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.938434665
AVG_RMSE_PER_AREA:  4.58761537805
STD_RMSE:  35.1470844265
CV_RMSE:  2.73575818437
AVG_MAE:  20.7901836055
AVG_MAE_PER_AREA:  1.61825414202
STD_MAE:  6.27069913926
CV_MAE:  0.488095009071



ITERATION 2112 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.52396207739
AVG_RMSE_PER_AREA:  1.37167122941
STD_RMSE:  0.093242756823
CV_RMSE:  0.0839249275179
AVG_MAE:  1.22132046442
AVG_MAE_PER_AREA:  1.09927285449
STD_MAE:  0.0764758271892
CV_MAE:  0.0688335316588



ITERATION 2113 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.6654800073
AVG_RMSE_PER_AREA:  4.41069446387
STD_RMSE:  36.7416889553
CV_RMSE:  2.85987807829
AVG_MAE:  20.9463266884
AVG_MAE_PER_AREA:  1.63040791591
STD_MAE:  7.01244125204
CV_MAE:  0.545830297469



ITERATION 2114 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.51632446921
AVG_RMSE_PER_AREA:  1.36479685402
STD_RMSE:  0.152588717956
CV_RMSE:  0.137340395446
AVG_MAE:  1.2269929346
AVG_MAE_PER_AREA:  1.10437846981
STD_MAE:  0.127053678825
CV_MAE:  0.114357094852



ITERATION 2115 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  56.0555939192
AVG_RMSE_PER_AREA:  4.36322250754
STD_RMSE:  40.2711363744
CV_RMSE:  3.13460114055
AVG_MAE:  20.7127424585
AVG_MAE_PER_AREA:  1.61222632336
STD_MAE:  8.23554848771
CV_MAE:  0.641033802538



ITERATION 2116 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49203706932
AVG_RMSE_PER_AREA:  1.342936515
STD_RMSE:  0.14092387517
CV_RMSE:  0.126841230484
AVG_MAE:  1.19077298685
AVG_MAE_PER_AREA:  1.07177801276
STD_MAE:  0.0932479165613
CV_MAE:  0.0839295716391



ITERATION 2117 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.8602749792
AVG_RMSE_PER_AREA:  4.19234455691
STD_RMSE:  41.5269433862
CV_RMSE:  3.23234991165
AVG_MAE:  21.0047858524
AVG_MAE_PER_AREA:  1.63495822611
STD_MAE:  10.4323003015
CV_MAE:  0.812023284361



ITERATION 2118 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.50678324683
AVG_RMSE_PER_AREA:  1.35620909424
STD_RMSE:  0.171971346916
CV_RMSE:  0.154786101535
AVG_MAE:  1.22292065685
AVG_MAE_PER_AREA:  1.1007131383
STD_MAE:  0.133509670895
CV_MAE:  0.120167934053



ITERATION 2119 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.8152949481
AVG_RMSE_PER_AREA:  3.95533118362
STD_RMSE:  44.0623961967
CV_RMSE:  3.42970300339
AVG_MAE:  20.3972184874
AVG_MAE_PER_AREA:  1.58766675318
STD_MAE:  10.862058635
CV_MAE:  0.845474561967



ITERATION 2120 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.49787865896
AVG_RMSE_PER_AREA:  1.34819434954
STD_RMSE:  0.184628279467
CV_RMSE:  0.166178215874
AVG_MAE:  1.21323553646
AVG_MAE_PER_AREA:  1.09199586037
STD_MAE:  0.144323545645
CV_MAE:  0.12990116895



ITERATION 2121 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.0868512378
AVG_RMSE_PER_AREA:  3.74295617918
STD_RMSE:  46.9055768755
CV_RMSE:  3.65100883683
AVG_MAE:  20.0103210407
AVG_MAE_PER_AREA:  1.5575516562
STD_MAE:  12.7601277947
CV_MAE:  0.993215358187



ITERATION 2122 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.48692695934
AVG_RMSE_PER_AREA:  1.33833706272
STD_RMSE:  0.218148220305
CV_RMSE:  0.196348480044
AVG_MAE:  1.21422907154
AVG_MAE_PER_AREA:  1.09289011062
STD_MAE:  0.156028162378
CV_MAE:  0.140436133213



ITERATION 2123 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.3909880548
AVG_RMSE_PER_AREA:  3.61095457341
STD_RMSE:  47.9856493928
CV_RMSE:  3.73507888921
AVG_MAE:  20.4726043994
AVG_MAE_PER_AREA:  1.59353459767
STD_MAE:  12.3800062997
CV_MAE:  0.963627683766



ITERATION 2124 OF 6498
HP:  7
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46513306528
AVG_RMSE_PER_AREA:  1.31872105134
STD_RMSE:  0.253555778497
CV_RMSE:  0.228217730333
AVG_MAE:  1.21273034483
AVG_MAE_PER_AREA:  1.09154115297
STD_MAE:  0.167201316559
CV_MAE:  0.150492744436



ITERATION 2125 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  62.5816319624
AVG_RMSE_PER_AREA:  4.87119243676
STD_RMSE:  28.3832889624
CV_RMSE:  2.2092818322
AVG_MAE:  21.1521360398
AVG_MAE_PER_AREA:  1.64642758374
STD_MAE:  2.31624721234
CV_MAE:  0.180290694707



ITERATION 2126 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46030039851
AVG_RMSE_PER_AREA:  1.31437131714
STD_RMSE:  0.0342056973416
CV_RMSE:  0.0307874924327
AVG_MAE:  1.17340653923
AVG_MAE_PER_AREA:  1.05614700926
STD_MAE:  0.0183147950691
CV_MAE:  0.0164845817632



ITERATION 2127 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  63.1816811626
AVG_RMSE_PER_AREA:  4.91789871517
STD_RMSE:  27.7162679351
CV_RMSE:  2.15736263991
AVG_MAE:  21.0301777713
AVG_MAE_PER_AREA:  1.63693466742
STD_MAE:  3.55102490216
CV_MAE:  0.276402597755



ITERATION 2128 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46282697466
AVG_RMSE_PER_AREA:  1.31664541035
STD_RMSE:  0.0722439065475
CV_RMSE:  0.0650245105056
AVG_MAE:  1.18084201758
AVG_MAE_PER_AREA:  1.06283945383
STD_MAE:  0.0726417462061
CV_MAE:  0.0653825937032



ITERATION 2129 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.5833479863
AVG_RMSE_PER_AREA:  4.55997634901
STD_RMSE:  35.1352794429
CV_RMSE:  2.73483931497
AVG_MAE:  20.3852083884
AVG_MAE_PER_AREA:  1.58673191813
STD_MAE:  5.02259629831
CV_MAE:  0.390945910709



ITERATION 2130 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45510018603
AVG_RMSE_PER_AREA:  1.30969076639
STD_RMSE:  0.106982542449
CV_RMSE:  0.0962916844874
AVG_MAE:  1.16121343003
AVG_MAE_PER_AREA:  1.04517236801
STD_MAE:  0.0832078667976
CV_MAE:  0.0748928327287



ITERATION 2131 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.978979147
AVG_RMSE_PER_AREA:  4.51293384106
STD_RMSE:  36.2824976951
CV_RMSE:  2.82413581776
AVG_MAE:  20.3392044287
AVG_MAE_PER_AREA:  1.58315108884
STD_MAE:  5.89833093425
CV_MAE:  0.459110830694



ITERATION 2132 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44984374547
AVG_RMSE_PER_AREA:  1.30495960648
STD_RMSE:  0.100145266419
CV_RMSE:  0.0901376633623
AVG_MAE:  1.16195325891
AVG_MAE_PER_AREA:  1.04583826514
STD_MAE:  0.0756522300552
CV_MAE:  0.0680922372984



ITERATION 2133 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  56.7258200194
AVG_RMSE_PER_AREA:  4.41539117442
STD_RMSE:  39.3105701178
CV_RMSE:  3.05983314653
AVG_MAE:  21.0423813833
AVG_MAE_PER_AREA:  1.63788456503
STD_MAE:  6.87448846665
CV_MAE:  0.53509240931



ITERATION 2134 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47069834878
AVG_RMSE_PER_AREA:  1.32373019125
STD_RMSE:  0.157149644695
CV_RMSE:  0.141445544832
AVG_MAE:  1.18291190297
AVG_MAE_PER_AREA:  1.06470249378
STD_MAE:  0.103112968314
CV_MAE:  0.0928088002411



ITERATION 2135 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.3544644861
AVG_RMSE_PER_AREA:  4.23081099048
STD_RMSE:  42.2474333554
CV_RMSE:  3.28843098813
AVG_MAE:  20.6376043106
AVG_MAE_PER_AREA:  1.60637776418
STD_MAE:  8.06835955479
CV_MAE:  0.62802024824



ITERATION 2136 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46416629191
AVG_RMSE_PER_AREA:  1.31785088847
STD_RMSE:  0.149829584498
CV_RMSE:  0.134856984579
AVG_MAE:  1.17865916587
AVG_MAE_PER_AREA:  1.06087473638
STD_MAE:  0.103916795871
CV_MAE:  0.093532300615



ITERATION 2137 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.6560404955
AVG_RMSE_PER_AREA:  4.02077264341
STD_RMSE:  44.1766382206
CV_RMSE:  3.43859530718
AVG_MAE:  20.3248432173
AVG_MAE_PER_AREA:  1.58203324927
STD_MAE:  10.0640961038
CV_MAE:  0.783363221546



ITERATION 2138 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4560447053
AVG_RMSE_PER_AREA:  1.31054089903
STD_RMSE:  0.183201141838
CV_RMSE:  0.164893693342
AVG_MAE:  1.1742337759
AVG_MAE_PER_AREA:  1.05689157945
STD_MAE:  0.12458654691
CV_MAE:  0.112136505563



ITERATION 2139 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  50.3051907691
AVG_RMSE_PER_AREA:  3.91562599312
STD_RMSE:  46.7439038976
CV_RMSE:  3.6384246302
AVG_MAE:  20.7182483988
AVG_MAE_PER_AREA:  1.61265489151
STD_MAE:  11.3238909803
CV_MAE:  0.881422397726



ITERATION 2140 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44045858306
AVG_RMSE_PER_AREA:  1.29651231147
STD_RMSE:  0.219575459437
CV_RMSE:  0.197633093935
AVG_MAE:  1.16823032587
AVG_MAE_PER_AREA:  1.05148805938
STD_MAE:  0.159160999045
CV_MAE:  0.143255902803



ITERATION 2141 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  48.1692477489
AVG_RMSE_PER_AREA:  3.74936971058
STD_RMSE:  48.3606334333
CV_RMSE:  3.76426667746
AVG_MAE:  20.6810809417
AVG_MAE_PER_AREA:  1.60976187275
STD_MAE:  12.74071539
CV_MAE:  0.991704346797



ITERATION 2142 OF 6498
HP:  7
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4357198366
AVG_RMSE_PER_AREA:  1.29224711204
STD_RMSE:  0.269743422953
CV_RMSE:  0.242787729483
AVG_MAE:  1.17187986619
AVG_MAE_PER_AREA:  1.05477289798
STD_MAE:  0.180098130558
CV_MAE:  0.162100768662



ITERATION 2143 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  66.905949946
AVG_RMSE_PER_AREA:  5.20778616874
STD_RMSE:  25.0955322827
CV_RMSE:  1.95337135224
AVG_MAE:  23.8788965171
AVG_MAE_PER_AREA:  1.85867156967
STD_MAE:  1.40503507805
CV_MAE:  0.109364297973



ITERATION 2144 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.50172751606
AVG_RMSE_PER_AREA:  1.35165858702
STD_RMSE:  0.0929650238686
CV_RMSE:  0.0836749486578
AVG_MAE:  1.21380002629
AVG_MAE_PER_AREA:  1.09250394024
STD_MAE:  0.0667377853019
CV_MAE:  0.0600686207165



ITERATION 2145 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.1088911242
AVG_RMSE_PER_AREA:  4.75655809746
STD_RMSE:  30.5466955471
CV_RMSE:  2.3776758076
AVG_MAE:  22.0984267044
AVG_MAE_PER_AREA:  1.72008440258
STD_MAE:  5.64978336904
CV_MAE:  0.439764530799



ITERATION 2146 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48992690309
AVG_RMSE_PER_AREA:  1.34103721951
STD_RMSE:  0.0594664500414
CV_RMSE:  0.0535239162753
AVG_MAE:  1.18719121201
AVG_MAE_PER_AREA:  1.06855416777
STD_MAE:  0.0543301140571
CV_MAE:  0.0489008587866



ITERATION 2147 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.6839716187
AVG_RMSE_PER_AREA:  4.33429638844
STD_RMSE:  36.858650775
CV_RMSE:  2.86898208394
AVG_MAE:  18.8768441016
AVG_MAE_PER_AREA:  1.46932474169
STD_MAE:  6.12570888409
CV_MAE:  0.476809342458



ITERATION 2148 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48702743966
AVG_RMSE_PER_AREA:  1.33842750196
STD_RMSE:  0.091483196439
CV_RMSE:  0.0823412015243
AVG_MAE:  1.17764895098
AVG_MAE_PER_AREA:  1.05996547313
STD_MAE:  0.0877875422422
CV_MAE:  0.0790148572466



ITERATION 2149 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.4463672014
AVG_RMSE_PER_AREA:  4.31580187489
STD_RMSE:  36.1606833251
CV_RMSE:  2.81465410213
AVG_MAE:  20.7341648662
AVG_MAE_PER_AREA:  1.61389378819
STD_MAE:  7.73703184151
CV_MAE:  0.602230555636



ITERATION 2150 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47692621475
AVG_RMSE_PER_AREA:  1.32933570119
STD_RMSE:  0.122813103231
CV_RMSE:  0.110540283643
AVG_MAE:  1.1690341339
AVG_MAE_PER_AREA:  1.05221154218
STD_MAE:  0.0963564729712
CV_MAE:  0.0867274873193



ITERATION 2151 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.5243215674
AVG_RMSE_PER_AREA:  4.01051998259
STD_RMSE:  41.1773212739
CV_RMSE:  3.20513623032
AVG_MAE:  18.3330737449
AVG_MAE_PER_AREA:  1.42699906296
STD_MAE:  7.0647784643
CV_MAE:  0.549904090762



ITERATION 2152 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.51176481774
AVG_RMSE_PER_AREA:  1.36069285246
STD_RMSE:  0.120560418741
CV_RMSE:  0.108512711862
AVG_MAE:  1.19595422989
AVG_MAE_PER_AREA:  1.0764414897
STD_MAE:  0.0854270476978
CV_MAE:  0.0768902489629



ITERATION 2153 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.5004272568
AVG_RMSE_PER_AREA:  4.00866011122
STD_RMSE:  42.385981021
CV_RMSE:  3.29921518023
AVG_MAE:  18.4775656259
AVG_MAE_PER_AREA:  1.43824593741
STD_MAE:  7.69441077599
CV_MAE:  0.598913042086



ITERATION 2154 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45923302982
AVG_RMSE_PER_AREA:  1.31341061153
STD_RMSE:  0.175263084809
CV_RMSE:  0.157748893215
AVG_MAE:  1.15905840716
AVG_MAE_PER_AREA:  1.04323269844
STD_MAE:  0.130679753297
CV_MAE:  0.117620812567



ITERATION 2155 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.557578727
AVG_RMSE_PER_AREA:  3.77959638995
STD_RMSE:  42.9142545102
CV_RMSE:  3.34033462286
AVG_MAE:  19.1620495398
AVG_MAE_PER_AREA:  1.49152439564
STD_MAE:  9.3022067684
CV_MAE:  0.724059725426



ITERATION 2156 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43692865392
AVG_RMSE_PER_AREA:  1.2933351312
STD_RMSE:  0.200512404349
CV_RMSE:  0.180475026423
AVG_MAE:  1.14987789692
AVG_MAE_PER_AREA:  1.03496960452
STD_MAE:  0.139666261698
CV_MAE:  0.125709291414



ITERATION 2157 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.4933503274
AVG_RMSE_PER_AREA:  3.69675960272
STD_RMSE:  46.1217180056
CV_RMSE:  3.58999528894
AVG_MAE:  20.4298468393
AVG_MAE_PER_AREA:  1.59020645974
STD_MAE:  12.1917657677
CV_MAE:  0.948975527421



ITERATION 2158 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44429257534
AVG_RMSE_PER_AREA:  1.29996316958
STD_RMSE:  0.238695284465
CV_RMSE:  0.214842258317
AVG_MAE:  1.16023513353
AVG_MAE_PER_AREA:  1.04429183352
STD_MAE:  0.176068974968
CV_MAE:  0.158474250074



ITERATION 2159 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.6841166281
AVG_RMSE_PER_AREA:  3.47809611441
STD_RMSE:  49.4063770676
CV_RMSE:  3.84566465835
AVG_MAE:  18.5597585496
AVG_MAE_PER_AREA:  1.44464362209
STD_MAE:  12.3731313753
CV_MAE:  0.963092557422



ITERATION 2160 OF 6498
HP:  7
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46508178432
AVG_RMSE_PER_AREA:  1.31867489493
STD_RMSE:  0.278971584845
CV_RMSE:  0.251093713178
AVG_MAE:  1.16607960259
AVG_MAE_PER_AREA:  1.04955225974
STD_MAE:  0.18054665631
CV_MAE:  0.162504472848



ITERATION 2161 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.517868679
AVG_RMSE_PER_AREA:  4.2435299504
STD_RMSE:  34.3707484617
CV_RMSE:  2.67533019997
AVG_MAE:  15.3247356436
AVG_MAE_PER_AREA:  1.19283780274
STD_MAE:  3.70882783292
CV_MAE:  0.28868556991



ITERATION 2162 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44525674488
AVG_RMSE_PER_AREA:  1.30083098882
STD_RMSE:  0.0415366357223
CV_RMSE:  0.0373858438028
AVG_MAE:  1.14369766342
AVG_MAE_PER_AREA:  1.0294069671
STD_MAE:  0.00688009054542
CV_MAE:  0.00619255714883



ITERATION 2163 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  66.1683472797
AVG_RMSE_PER_AREA:  5.15037308416
STD_RMSE:  27.3562675498
CV_RMSE:  2.12934114065
AVG_MAE:  21.6155428891
AVG_MAE_PER_AREA:  1.68249797483
STD_MAE:  6.15712657831
CV_MAE:  0.479254814551



ITERATION 2164 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48181058804
AVG_RMSE_PER_AREA:  1.33373197483
STD_RMSE:  0.0768712348174
CV_RMSE:  0.0691894258608
AVG_MAE:  1.14942646081
AVG_MAE_PER_AREA:  1.03456328081
STD_MAE:  0.0190820481368
CV_MAE:  0.0171751625685



ITERATION 2165 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.455670381
AVG_RMSE_PER_AREA:  4.5500382543
STD_RMSE:  35.5282194958
CV_RMSE:  2.7654247528
AVG_MAE:  18.9628508716
AVG_MAE_PER_AREA:  1.4760192863
STD_MAE:  5.96678923448
CV_MAE:  0.464439447795



ITERATION 2166 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48713464433
AVG_RMSE_PER_AREA:  1.33852399358
STD_RMSE:  0.0873582214558
CV_RMSE:  0.0786284388576
AVG_MAE:  1.160357476
AVG_MAE_PER_AREA:  1.0444019502
STD_MAE:  0.043127086763
CV_MAE:  0.038817359696



ITERATION 2167 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.5774464617
AVG_RMSE_PER_AREA:  4.32600474563
STD_RMSE:  39.9484027781
CV_RMSE:  3.10948039179
AVG_MAE:  19.3927535313
AVG_MAE_PER_AREA:  1.50948179789
STD_MAE:  10.5245262215
CV_MAE:  0.819201911538



ITERATION 2168 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4781910197
AVG_RMSE_PER_AREA:  1.33047411309
STD_RMSE:  0.0985436263179
CV_RMSE:  0.0886960765412
AVG_MAE:  1.16072768277
AVG_MAE_PER_AREA:  1.04473516189
STD_MAE:  0.0886308054672
CV_MAE:  0.0797738524485



ITERATION 2169 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.7804016073
AVG_RMSE_PER_AREA:  4.10829000549
STD_RMSE:  41.1300184253
CV_RMSE:  3.20145429888
AVG_MAE:  17.2797122387
AVG_MAE_PER_AREA:  1.34500812662
STD_MAE:  8.17329293049
CV_MAE:  0.636187990916



ITERATION 2170 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47819272378
AVG_RMSE_PER_AREA:  1.33047564688
STD_RMSE:  0.162355589264
CV_RMSE:  0.146131254859
AVG_MAE:  1.16354709543
AVG_MAE_PER_AREA:  1.0472728282
STD_MAE:  0.109466810104
CV_MAE:  0.0985276971277



ITERATION 2171 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  56.1644890697
AVG_RMSE_PER_AREA:  4.37169862452
STD_RMSE:  40.3118304485
CV_RMSE:  3.13776866207
AVG_MAE:  19.6075407571
AVG_MAE_PER_AREA:  1.52620028025
STD_MAE:  8.20242795465
CV_MAE:  0.638455785873



ITERATION 2172 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48830223087
AVG_RMSE_PER_AREA:  1.33957490218
STD_RMSE:  0.112703722377
CV_RMSE:  0.101441141959
AVG_MAE:  1.15335951167
AVG_MAE_PER_AREA:  1.0381032985
STD_MAE:  0.0985717424503
CV_MAE:  0.0887213830042



ITERATION 2173 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.2694348055
AVG_RMSE_PER_AREA:  3.8350054267
STD_RMSE:  45.3369260208
CV_RMSE:  3.5289091098
AVG_MAE:  17.3863615046
AVG_MAE_PER_AREA:  1.35330942975
STD_MAE:  9.60034396553
CV_MAE:  0.747265954062



ITERATION 2174 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48938632352
AVG_RMSE_PER_AREA:  1.34055066052
STD_RMSE:  0.166690678864
CV_RMSE:  0.150033135208
AVG_MAE:  1.16904829551
AVG_MAE_PER_AREA:  1.0522242886
STD_MAE:  0.11709199325
CV_MAE:  0.105390889129



ITERATION 2175 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.7804662593
AVG_RMSE_PER_AREA:  3.64127054991
STD_RMSE:  49.253719704
CV_RMSE:  3.83378220383
AVG_MAE:  17.5352262601
AVG_MAE_PER_AREA:  1.36489667745
STD_MAE:  10.9779245947
CV_MAE:  0.854493268713



ITERATION 2176 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45877796362
AVG_RMSE_PER_AREA:  1.31300102048
STD_RMSE:  0.223270114691
CV_RMSE:  0.200958539095
AVG_MAE:  1.13598941969
AVG_MAE_PER_AREA:  1.02246901483
STD_MAE:  0.140135143638
CV_MAE:  0.126131317576



ITERATION 2177 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.6345855067
AVG_RMSE_PER_AREA:  3.55207815463
STD_RMSE:  50.4488706604
CV_RMSE:  3.9268096644
AVG_MAE:  18.4485330076
AVG_MAE_PER_AREA:  1.43598611347
STD_MAE:  13.8190681617
CV_MAE:  1.07564053863



ITERATION 2178 OF 6498
HP:  7
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4802214291
AVG_RMSE_PER_AREA:  1.33230162192
STD_RMSE:  0.290405938368
CV_RMSE:  0.261385421868
AVG_MAE:  1.17720062098
AVG_MAE_PER_AREA:  1.05956194515
STD_MAE:  0.209131155777
CV_MAE:  0.18823249857



ITERATION 2179 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.6800348087
AVG_RMSE_PER_AREA:  4.25615254268
STD_RMSE:  34.5146338778
CV_RMSE:  2.68652986876
AVG_MAE:  12.9166696273
AVG_MAE_PER_AREA:  1.00540016972
STD_MAE:  4.1446343556
CV_MAE:  0.322607622925



ITERATION 2180 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.64401242288
AVG_RMSE_PER_AREA:  1.47972484008
STD_RMSE:  0.153857031427
CV_RMSE:  0.138481965255
AVG_MAE:  1.10058368786
AVG_MAE_PER_AREA:  0.990601408387
STD_MAE:  0.0332802303824
CV_MAE:  0.0299545081869



ITERATION 2181 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.5829612748
AVG_RMSE_PER_AREA:  4.24859658977
STD_RMSE:  34.0633711385
CV_RMSE:  2.6514047438
AVG_MAE:  13.4339484423
AVG_MAE_PER_AREA:  1.04566381534
STD_MAE:  4.97915363759
CV_MAE:  0.387564446313



ITERATION 2182 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.65827892381
AVG_RMSE_PER_AREA:  1.49256567724
STD_RMSE:  0.152932774895
CV_RMSE:  0.137650070477
AVG_MAE:  1.11141827051
AVG_MAE_PER_AREA:  1.00035328183
STD_MAE:  0.0857823157357
CV_MAE:  0.0772100147586



ITERATION 2183 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.2485399924
AVG_RMSE_PER_AREA:  3.98905385778
STD_RMSE:  39.4691188435
CV_RMSE:  3.07217416943
AVG_MAE:  12.9240700723
AVG_MAE_PER_AREA:  1.00597620123
STD_MAE:  5.98716459797
CV_MAE:  0.466025413412



ITERATION 2184 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.67475540569
AVG_RMSE_PER_AREA:  1.50739565004
STD_RMSE:  0.178427812944
CV_RMSE:  0.160597367331
AVG_MAE:  1.10715606638
AVG_MAE_PER_AREA:  0.996517003439
STD_MAE:  0.121569095196
CV_MAE:  0.109420590407



ITERATION 2185 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.7294122935
AVG_RMSE_PER_AREA:  3.94864629982
STD_RMSE:  39.8501550447
CV_RMSE:  3.10183304223
AVG_MAE:  12.8550288077
AVG_MAE_PER_AREA:  1.00060220769
STD_MAE:  5.76746489117
CV_MAE:  0.448924556234



ITERATION 2186 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.65258507833
AVG_RMSE_PER_AREA:  1.48744082266
STD_RMSE:  0.147060223685
CV_RMSE:  0.132364368386
AVG_MAE:  1.08989984113
AVG_MAE_PER_AREA:  0.980985207698
STD_MAE:  0.126064024412
CV_MAE:  0.11346633746



ITERATION 2187 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.6666326929
AVG_RMSE_PER_AREA:  3.71024745406
STD_RMSE:  43.5458125394
CV_RMSE:  3.38949346705
AVG_MAE:  12.9054795303
AVG_MAE_PER_AREA:  1.0045291615
STD_MAE:  7.96921846453
CV_MAE:  0.620303362088



ITERATION 2188 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.63480829714
AVG_RMSE_PER_AREA:  1.47144049059
STD_RMSE:  0.182374512842
CV_RMSE:  0.164149670097
AVG_MAE:  1.09721173963
AVG_MAE_PER_AREA:  0.987566421861
STD_MAE:  0.183520437449
CV_MAE:  0.165181081467



ITERATION 2189 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.0639238055
AVG_RMSE_PER_AREA:  3.66333415247
STD_RMSE:  44.4699210232
CV_RMSE:  3.4614236823
AVG_MAE:  12.9492870959
AVG_MAE_PER_AREA:  1.00793902915
STD_MAE:  7.72965927438
CV_MAE:  0.601656694071



ITERATION 2190 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.62920387306
AVG_RMSE_PER_AREA:  1.46639612145
STD_RMSE:  0.22533948706
CV_RMSE:  0.202821117294
AVG_MAE:  1.10582350921
AVG_MAE_PER_AREA:  0.995317609862
STD_MAE:  0.139358551898
CV_MAE:  0.125432331321



ITERATION 2191 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.8579545842
AVG_RMSE_PER_AREA:  3.41378979683
STD_RMSE:  47.1681035858
CV_RMSE:  3.67144323723
AVG_MAE:  12.8284248099
AVG_MAE_PER_AREA:  0.998531421283
STD_MAE:  8.94010959557
CV_MAE:  0.695875017639



ITERATION 2192 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.68378703214
AVG_RMSE_PER_AREA:  1.51552473825
STD_RMSE:  0.20464692644
CV_RMSE:  0.184196382148
AVG_MAE:  1.10024644913
AVG_MAE_PER_AREA:  0.990297870217
STD_MAE:  0.157363582777
CV_MAE:  0.141638103897



ITERATION 2193 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.2469557022
AVG_RMSE_PER_AREA:  3.21055639419
STD_RMSE:  49.8517544116
CV_RMSE:  3.88033167935
AVG_MAE:  12.9001465967
AVG_MAE_PER_AREA:  1.00411405974
STD_MAE:  11.0411754746
CV_MAE:  0.859416553679



ITERATION 2194 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.67533541634
AVG_RMSE_PER_AREA:  1.50791769973
STD_RMSE:  0.325821427437
CV_RMSE:  0.293261810495
AVG_MAE:  1.10782067803
AVG_MAE_PER_AREA:  0.997115199878
STD_MAE:  0.258491964607
CV_MAE:  0.232660639097



ITERATION 2195 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  37.9591352006
AVG_RMSE_PER_AREA:  2.9546409465
STD_RMSE:  51.7723911675
CV_RMSE:  4.02982907891
AVG_MAE:  12.8396523703
AVG_MAE_PER_AREA:  0.999405345556
STD_MAE:  12.5073844096
CV_MAE:  0.97354246652



ITERATION 2196 OF 6498
HP:  7
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.62056961786
AVG_RMSE_PER_AREA:  1.45862469483
STD_RMSE:  0.374805268741
CV_RMSE:  0.337350654187
AVG_MAE:  1.098079845
AVG_MAE_PER_AREA:  0.988347776709
STD_MAE:  0.249589942533
CV_MAE:  0.224648203785



ITERATION 2197 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.1369029753
AVG_RMSE_PER_AREA:  4.52522622357
STD_RMSE:  30.3266966676
CV_RMSE:  2.36055166359
AVG_MAE:  19.7272844532
AVG_MAE_PER_AREA:  1.53552081998
STD_MAE:  4.19205701268
CV_MAE:  0.326298879948



ITERATION 2198 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47623635239
AVG_RMSE_PER_AREA:  1.32871477737
STD_RMSE:  0.026103637465
CV_RMSE:  0.0234950784044
AVG_MAE:  1.19433190545
AVG_MAE_PER_AREA:  1.07498128555
STD_MAE:  0.0299338874612
CV_MAE:  0.026942568207



ITERATION 2199 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.8236225308
AVG_RMSE_PER_AREA:  4.81219094232
STD_RMSE:  30.0131756016
CV_RMSE:  2.33614799438
AVG_MAE:  21.5270211245
AVG_MAE_PER_AREA:  1.67560766953
STD_MAE:  5.30276177128
CV_MAE:  0.4127532668



ITERATION 2200 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50412577529
AVG_RMSE_PER_AREA:  1.35381718613
STD_RMSE:  0.0935623506579
CV_RMSE:  0.0842125840646
AVG_MAE:  1.21253941615
AVG_MAE_PER_AREA:  1.09136930395
STD_MAE:  0.0901813394702
CV_MAE:  0.081169440248



ITERATION 2201 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.8686477931
AVG_RMSE_PER_AREA:  4.50434593372
STD_RMSE:  36.4404620839
CV_RMSE:  2.83643135739
AVG_MAE:  20.9208130398
AVG_MAE_PER_AREA:  1.62842199947
STD_MAE:  6.80468887196
CV_MAE:  0.529659389315



ITERATION 2202 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.49748590717
AVG_RMSE_PER_AREA:  1.34784084577
STD_RMSE:  0.0965863078875
CV_RMSE:  0.0869343546337
AVG_MAE:  1.20349915843
AVG_MAE_PER_AREA:  1.083232447
STD_MAE:  0.0661073360162
CV_MAE:  0.059501172773



ITERATION 2203 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.0232449862
AVG_RMSE_PER_AREA:  4.28286713558
STD_RMSE:  36.726376165
CV_RMSE:  2.85868617028
AVG_MAE:  20.3994523185
AVG_MAE_PER_AREA:  1.58784062882
STD_MAE:  7.38238608893
CV_MAE:  0.574625847137



ITERATION 2204 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.48212915819
AVG_RMSE_PER_AREA:  1.33401870999
STD_RMSE:  0.107496578398
CV_RMSE:  0.0967543523793
AVG_MAE:  1.19725578947
AVG_MAE_PER_AREA:  1.07761298331
STD_MAE:  0.090714205474
CV_MAE:  0.0816490564914



ITERATION 2205 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.9421419491
AVG_RMSE_PER_AREA:  4.27655428485
STD_RMSE:  39.048866123
CV_RMSE:  3.03946278417
AVG_MAE:  20.5330914674
AVG_MAE_PER_AREA:  1.59824275467
STD_MAE:  7.22194607364
CV_MAE:  0.56213761114



ITERATION 2206 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47873858643
AVG_RMSE_PER_AREA:  1.330966961
STD_RMSE:  0.128668164058
CV_RMSE:  0.115810243179
AVG_MAE:  1.19228781049
AVG_MAE_PER_AREA:  1.07314145876
STD_MAE:  0.0849172598551
CV_MAE:  0.0764314046601



ITERATION 2207 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.1839892506
AVG_RMSE_PER_AREA:  4.06186680958
STD_RMSE:  40.8995025555
CV_RMSE:  3.18351153954
AVG_MAE:  20.352959381
AVG_MAE_PER_AREA:  1.58422173877
STD_MAE:  9.47262987447
CV_MAE:  0.737325019399



ITERATION 2208 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4791087053
AVG_RMSE_PER_AREA:  1.33130009358
STD_RMSE:  0.163184472835
CV_RMSE:  0.146877307378
AVG_MAE:  1.19714909386
AVG_MAE_PER_AREA:  1.07751694988
STD_MAE:  0.124807365103
CV_MAE:  0.112335257203



ITERATION 2209 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.7290006383
AVG_RMSE_PER_AREA:  3.87077684299
STD_RMSE:  43.3606410125
CV_RMSE:  3.37508019414
AVG_MAE:  20.3761501401
AVG_MAE_PER_AREA:  1.5860268475
STD_MAE:  11.1986763606
CV_MAE:  0.871676015451



ITERATION 2210 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46779239953
AVG_RMSE_PER_AREA:  1.32111463602
STD_RMSE:  0.189565757458
CV_RMSE:  0.17062228742
AVG_MAE:  1.19094417452
AVG_MAE_PER_AREA:  1.07193209349
STD_MAE:  0.138403488428
CV_MAE:  0.124572708168



ITERATION 2211 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.0986286932
AVG_RMSE_PER_AREA:  3.66603549121
STD_RMSE:  46.4946796226
CV_RMSE:  3.61902565697
AVG_MAE:  20.3268736325
AVG_MAE_PER_AREA:  1.58219129154
STD_MAE:  12.7282371518
CV_MAE:  0.99073307299



ITERATION 2212 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44962887012
AVG_RMSE_PER_AREA:  1.30476620381
STD_RMSE:  0.229985091665
CV_RMSE:  0.207002482614
AVG_MAE:  1.18018326646
AVG_MAE_PER_AREA:  1.06224653228
STD_MAE:  0.175896510242
CV_MAE:  0.158319019897



ITERATION 2213 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.9866629141
AVG_RMSE_PER_AREA:  3.57948294978
STD_RMSE:  47.1208370714
CV_RMSE:  3.66776413395
AVG_MAE:  20.3232701986
AVG_MAE_PER_AREA:  1.58191080957
STD_MAE:  12.3847035046
CV_MAE:  0.96399330205



ITERATION 2214 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45170510824
AVG_RMSE_PER_AREA:  1.30663496166
STD_RMSE:  0.244873422207
CV_RMSE:  0.220403009413
AVG_MAE:  1.18585300221
AVG_MAE_PER_AREA:  1.06734968644
STD_MAE:  0.164984278162
CV_MAE:  0.148497256603



ITERATION 2215 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  62.7395257056
AVG_RMSE_PER_AREA:  4.88348247752
STD_RMSE:  28.4474771665
CV_RMSE:  2.21427807606
AVG_MAE:  20.1743746439
AVG_MAE_PER_AREA:  1.57032116454
STD_MAE:  1.60978821667
CV_MAE:  0.125301752926



ITERATION 2216 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45477115861
AVG_RMSE_PER_AREA:  1.30939461897
STD_RMSE:  0.0677826682546
CV_RMSE:  0.0610090876124
AVG_MAE:  1.15993678719
AVG_MAE_PER_AREA:  1.04402330119
STD_MAE:  0.0383214731932
CV_MAE:  0.034491975245



ITERATION 2217 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.497436384
AVG_RMSE_PER_AREA:  4.70896404131
STD_RMSE:  29.4763842726
CV_RMSE:  2.29436554512
AVG_MAE:  21.3197021765
AVG_MAE_PER_AREA:  1.6594704986
STD_MAE:  4.92339329588
CV_MAE:  0.383224205474



ITERATION 2218 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46804134467
AVG_RMSE_PER_AREA:  1.32133870386
STD_RMSE:  0.127058620662
CV_RMSE:  0.114361542847
AVG_MAE:  1.19501811574
AVG_MAE_PER_AREA:  1.07559892225
STD_MAE:  0.105262630704
CV_MAE:  0.0947436450095



ITERATION 2219 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.4857940122
AVG_RMSE_PER_AREA:  4.55238299988
STD_RMSE:  33.199269631
CV_RMSE:  2.58414531647
AVG_MAE:  20.9541348631
AVG_MAE_PER_AREA:  1.63101568405
STD_MAE:  4.92390380619
CV_MAE:  0.383263942277



ITERATION 2220 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44505411003
AVG_RMSE_PER_AREA:  1.30064860345
STD_RMSE:  0.15675499954
CV_RMSE:  0.141090336909
AVG_MAE:  1.18397246073
AVG_MAE_PER_AREA:  1.0656570691
STD_MAE:  0.129546469791
CV_MAE:  0.116600779061



ITERATION 2221 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.7753528418
AVG_RMSE_PER_AREA:  4.49708409591
STD_RMSE:  34.4067398548
CV_RMSE:  2.67813167696
AVG_MAE:  21.0859061447
AVG_MAE_PER_AREA:  1.64127241993
STD_MAE:  5.52100917132
CV_MAE:  0.429741080174



ITERATION 2222 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44707799906
AVG_RMSE_PER_AREA:  1.3024702435
STD_RMSE:  0.154136214583
CV_RMSE:  0.138733249396
AVG_MAE:  1.17274459828
AVG_MAE_PER_AREA:  1.05555121664
STD_MAE:  0.123607370641
CV_MAE:  0.111255179224



ITERATION 2223 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  56.2543136306
AVG_RMSE_PER_AREA:  4.37869033612
STD_RMSE:  37.3434491415
CV_RMSE:  2.90671753542
AVG_MAE:  21.244168552
AVG_MAE_PER_AREA:  1.65359115656
STD_MAE:  6.95928016425
CV_MAE:  0.541692375835



ITERATION 2224 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4401476035
AVG_RMSE_PER_AREA:  1.29623240836
STD_RMSE:  0.187756712406
CV_RMSE:  0.168994021805
AVG_MAE:  1.17342987327
AVG_MAE_PER_AREA:  1.05616801151
STD_MAE:  0.14860802285
CV_MAE:  0.133757494644



ITERATION 2225 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  56.7675783486
AVG_RMSE_PER_AREA:  4.4186415348
STD_RMSE:  36.7427191443
CV_RMSE:  2.85995826554
AVG_MAE:  21.2912627798
AVG_MAE_PER_AREA:  1.65725684949
STD_MAE:  6.51053974327
CV_MAE:  0.506763581615



ITERATION 2226 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44443355336
AVG_RMSE_PER_AREA:  1.30009005955
STD_RMSE:  0.17136743129
CV_RMSE:  0.154242535721
AVG_MAE:  1.17957772102
AVG_MAE_PER_AREA:  1.06170149952
STD_MAE:  0.134378720074
CV_MAE:  0.120950138396



ITERATION 2227 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  54.1795695727
AVG_RMSE_PER_AREA:  4.21719762258
STD_RMSE:  40.0166556564
CV_RMSE:  3.11479301938
AVG_MAE:  21.3145027611
AVG_MAE_PER_AREA:  1.65906578955
STD_MAE:  7.96086573699
CV_MAE:  0.619653207372



ITERATION 2228 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44829502864
AVG_RMSE_PER_AREA:  1.30356565426
STD_RMSE:  0.196671965626
CV_RMSE:  0.177018366062
AVG_MAE:  1.17984906547
AVG_MAE_PER_AREA:  1.06194572828
STD_MAE:  0.145917353559
CV_MAE:  0.131335706261



ITERATION 2229 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  52.6966690455
AVG_RMSE_PER_AREA:  4.10177247936
STD_RMSE:  42.0522825635
CV_RMSE:  3.27324095503
AVG_MAE:  21.3211035525
AVG_MAE_PER_AREA:  1.65957957809
STD_MAE:  9.13559740235
CV_MAE:  0.711091283115



ITERATION 2230 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43444959919
AVG_RMSE_PER_AREA:  1.29110381054
STD_RMSE:  0.234173298685
CV_RMSE:  0.210772158486
AVG_MAE:  1.17356097016
AVG_MAE_PER_AREA:  1.05628600777
STD_MAE:  0.187922974163
CV_MAE:  0.16914366888



ITERATION 2231 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  49.9271840947
AVG_RMSE_PER_AREA:  3.88620293087
STD_RMSE:  44.3518362166
CV_RMSE:  3.45223226624
AVG_MAE:  21.0867744826
AVG_MAE_PER_AREA:  1.64134000911
STD_MAE:  11.3441666749
CV_MAE:  0.883000605378



ITERATION 2232 OF 6498
HP:  7
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43139092121
AVG_RMSE_PER_AREA:  1.2883507889
STD_RMSE:  0.250527602083
CV_RMSE:  0.225492162206
AVG_MAE:  1.17458422992
AVG_MAE_PER_AREA:  1.0572070123
STD_MAE:  0.181061295177
CV_MAE:  0.162967683408



ITERATION 2233 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.6427607157
AVG_RMSE_PER_AREA:  4.40892605295
STD_RMSE:  30.3432392659
CV_RMSE:  2.36183929667
AVG_MAE:  19.2512164974
AVG_MAE_PER_AREA:  1.49846492109
STD_MAE:  4.41821201736
CV_MAE:  0.343902200823



ITERATION 2234 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49514713173
AVG_RMSE_PER_AREA:  1.34573578619
STD_RMSE:  0.0208945084219
CV_RMSE:  0.0188065021303
AVG_MAE:  1.22007605088
AVG_MAE_PER_AREA:  1.09815279626
STD_MAE:  0.0243182964326
CV_MAE:  0.021888148045



ITERATION 2235 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.5970093321
AVG_RMSE_PER_AREA:  4.7945519568
STD_RMSE:  30.3974611537
CV_RMSE:  2.36605978823
AVG_MAE:  21.3649691134
AVG_MAE_PER_AREA:  1.66299395994
STD_MAE:  5.53209430191
CV_MAE:  0.43060391808



ITERATION 2236 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.51731496185
AVG_RMSE_PER_AREA:  1.36568836588
STD_RMSE:  0.093930231304
CV_RMSE:  0.0845437020797
AVG_MAE:  1.22280544491
AVG_MAE_PER_AREA:  1.10060943959
STD_MAE:  0.0886149098767
CV_MAE:  0.079759545318



ITERATION 2237 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.2830185335
AVG_RMSE_PER_AREA:  4.4587620662
STD_RMSE:  36.8875535508
CV_RMSE:  2.87123180129
AVG_MAE:  20.7497152982
AVG_MAE_PER_AREA:  1.61510419361
STD_MAE:  6.94656750244
CV_MAE:  0.540702855107



ITERATION 2238 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.50723934896
AVG_RMSE_PER_AREA:  1.35661961769
STD_RMSE:  0.0917094007683
CV_RMSE:  0.0825448010594
AVG_MAE:  1.21085331776
AVG_MAE_PER_AREA:  1.08985169884
STD_MAE:  0.061201275462
CV_MAE:  0.0550853790917



ITERATION 2239 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.7705794625
AVG_RMSE_PER_AREA:  4.26320030444
STD_RMSE:  37.2141620861
CV_RMSE:  2.89665416528
AVG_MAE:  20.3548615792
AVG_MAE_PER_AREA:  1.58436980096
STD_MAE:  7.77212609306
CV_MAE:  0.604962201446



ITERATION 2240 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.48889273207
AVG_RMSE_PER_AREA:  1.34010639409
STD_RMSE:  0.100399842536
CV_RMSE:  0.0903667994676
AVG_MAE:  1.20219586311
AVG_MAE_PER_AREA:  1.08205939112
STD_MAE:  0.0732073833978
CV_MAE:  0.0658917062813



ITERATION 2241 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.721346932
AVG_RMSE_PER_AREA:  4.3372055862
STD_RMSE:  38.7187974936
CV_RMSE:  3.0137710954
AVG_MAE:  20.5948068304
AVG_MAE_PER_AREA:  1.60304651897
STD_MAE:  7.40886960295
CV_MAE:  0.576687255399



ITERATION 2242 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48940826712
AVG_RMSE_PER_AREA:  1.34057041128
STD_RMSE:  0.131527840831
CV_RMSE:  0.118384149981
AVG_MAE:  1.19332781709
AVG_MAE_PER_AREA:  1.0740775366
STD_MAE:  0.0890035012371
CV_MAE:  0.0801093044078



ITERATION 2243 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.6725003568
AVG_RMSE_PER_AREA:  4.02205383646
STD_RMSE:  40.8893233307
CV_RMSE:  3.18271921499
AVG_MAE:  19.9846919038
AVG_MAE_PER_AREA:  1.55555675044
STD_MAE:  9.07237806567
CV_MAE:  0.706170453392



ITERATION 2244 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4790219027
AVG_RMSE_PER_AREA:  1.33122196523
STD_RMSE:  0.162545498448
CV_RMSE:  0.146302186254
AVG_MAE:  1.18925283945
AVG_MAE_PER_AREA:  1.070409775
STD_MAE:  0.118075276348
CV_MAE:  0.106275911897



ITERATION 2245 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.8836576336
AVG_RMSE_PER_AREA:  3.72714011436
STD_RMSE:  45.8315062265
CV_RMSE:  3.56740595436
AVG_MAE:  20.4470793918
AVG_MAE_PER_AREA:  1.59154779707
STD_MAE:  12.1660786369
CV_MAE:  0.946976107569



ITERATION 2246 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4768109257
AVG_RMSE_PER_AREA:  1.32923193307
STD_RMSE:  0.189469933789
CV_RMSE:  0.170536039493
AVG_MAE:  1.20492014107
AVG_MAE_PER_AREA:  1.08451142962
STD_MAE:  0.125661696586
CV_MAE:  0.113104214601



ITERATION 2247 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.6544778246
AVG_RMSE_PER_AREA:  3.55362652123
STD_RMSE:  47.6718824863
CV_RMSE:  3.7106560844
AVG_MAE:  20.0020014322
AVG_MAE_PER_AREA:  1.55690407938
STD_MAE:  13.3943746793
CV_MAE:  1.04258349594



ITERATION 2248 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4511558015
AVG_RMSE_PER_AREA:  1.30614054761
STD_RMSE:  0.239704366858
CV_RMSE:  0.215750502235
AVG_MAE:  1.1837210705
AVG_MAE_PER_AREA:  1.0654308005
STD_MAE:  0.181789705285
CV_MAE:  0.163623302864



ITERATION 2249 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.206493817
AVG_RMSE_PER_AREA:  3.51875660427
STD_RMSE:  48.6189575499
CV_RMSE:  3.78437395884
AVG_MAE:  20.3097191466
AVG_MAE_PER_AREA:  1.58085603072
STD_MAE:  13.6573361424
CV_MAE:  1.06305173638



ITERATION 2250 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45640880812
AVG_RMSE_PER_AREA:  1.31086861674
STD_RMSE:  0.240721471177
CV_RMSE:  0.21666596644
AVG_MAE:  1.18786132241
AVG_MAE_PER_AREA:  1.06915731346
STD_MAE:  0.1596768627
CV_MAE:  0.143720215757



ITERATION 2251 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  62.6405953347
AVG_RMSE_PER_AREA:  4.87578199322
STD_RMSE:  27.6907914705
CV_RMSE:  2.15537961778
AVG_MAE:  21.1905859883
AVG_MAE_PER_AREA:  1.64942042832
STD_MAE:  1.84175175064
CV_MAE:  0.143357194704



ITERATION 2252 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.467053143
AVG_RMSE_PER_AREA:  1.32044925403
STD_RMSE:  0.0434101880705
CV_RMSE:  0.0390721704451
AVG_MAE:  1.17548388892
AVG_MAE_PER_AREA:  1.0580167676
STD_MAE:  0.0356502975013
CV_MAE:  0.0320877324495



ITERATION 2253 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.9868848465
AVG_RMSE_PER_AREA:  4.51354920027
STD_RMSE:  28.8475168995
CV_RMSE:  2.24541613463
AVG_MAE:  20.5273796543
AVG_MAE_PER_AREA:  1.59779816191
STD_MAE:  3.797044508
CV_MAE:  0.295552127827



ITERATION 2254 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.49238306274
AVG_RMSE_PER_AREA:  1.343247933
STD_RMSE:  0.121097543891
CV_RMSE:  0.108996161631
AVG_MAE:  1.20993929297
AVG_MAE_PER_AREA:  1.08902901333
STD_MAE:  0.123017298929
CV_MAE:  0.110724073889



ITERATION 2255 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.2515034778
AVG_RMSE_PER_AREA:  4.06712194247
STD_RMSE:  35.8977368542
CV_RMSE:  2.79418702864
AVG_MAE:  19.1395180168
AVG_MAE_PER_AREA:  1.48977060014
STD_MAE:  6.17647503689
CV_MAE:  0.480760848544



ITERATION 2256 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47457824401
AVG_RMSE_PER_AREA:  1.3272223652
STD_RMSE:  0.105954999056
CV_RMSE:  0.095366824394
AVG_MAE:  1.20409666721
AVG_MAE_PER_AREA:  1.08377024622
STD_MAE:  0.0878912994155
CV_MAE:  0.0791082458759



ITERATION 2257 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.9789770685
AVG_RMSE_PER_AREA:  4.12374660601
STD_RMSE:  35.3440706147
CV_RMSE:  2.75109107999
AVG_MAE:  19.3487533009
AVG_MAE_PER_AREA:  1.50605693371
STD_MAE:  5.36670473268
CV_MAE:  0.417730421601



ITERATION 2258 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47811882044
AVG_RMSE_PER_AREA:  1.33040912876
STD_RMSE:  0.100236573486
CV_RMSE:  0.0902198460349
AVG_MAE:  1.19592123268
AVG_MAE_PER_AREA:  1.07641178993
STD_MAE:  0.0880392921354
CV_MAE:  0.0792414495554



ITERATION 2259 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.9846652338
AVG_RMSE_PER_AREA:  3.96851452878
STD_RMSE:  38.263456251
CV_RMSE:  2.97832851029
AVG_MAE:  19.4412686382
AVG_MAE_PER_AREA:  1.51325808839
STD_MAE:  7.22626179678
CV_MAE:  0.562473535872



ITERATION 2260 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47144615539
AVG_RMSE_PER_AREA:  1.3244032689
STD_RMSE:  0.142589959706
CV_RMSE:  0.128340821752
AVG_MAE:  1.19240250563
AVG_MAE_PER_AREA:  1.07324469232
STD_MAE:  0.109591640055
CV_MAE:  0.0986400527138



ITERATION 2261 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.3739857545
AVG_RMSE_PER_AREA:  3.76530598762
STD_RMSE:  39.9685929642
CV_RMSE:  3.11105194368
AVG_MAE:  18.6170793037
AVG_MAE_PER_AREA:  1.4491053214
STD_MAE:  8.04833262699
CV_MAE:  0.626461403957



ITERATION 2262 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47424041545
AVG_RMSE_PER_AREA:  1.32691829614
STD_RMSE:  0.152728826181
CV_RMSE:  0.137466502535
AVG_MAE:  1.19653228559
AVG_MAE_PER_AREA:  1.07696177979
STD_MAE:  0.113070817475
CV_MAE:  0.101771552926



ITERATION 2263 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.8338704328
AVG_RMSE_PER_AREA:  3.64542739271
STD_RMSE:  41.7401038605
CV_RMSE:  3.24894177188
AVG_MAE:  18.6883919168
AVG_MAE_PER_AREA:  1.45465611083
STD_MAE:  8.22058047678
CV_MAE:  0.639868731265



ITERATION 2264 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.479068986
AVG_RMSE_PER_AREA:  1.33126434346
STD_RMSE:  0.153512218621
CV_RMSE:  0.138171609891
AVG_MAE:  1.19917203779
AVG_MAE_PER_AREA:  1.07933773927
STD_MAE:  0.104063423273
CV_MAE:  0.0936642754144



ITERATION 2265 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.7133804657
AVG_RMSE_PER_AREA:  3.48037393587
STD_RMSE:  44.8267405353
CV_RMSE:  3.48919759062
AVG_MAE:  18.8367851176
AVG_MAE_PER_AREA:  1.46620665394
STD_MAE:  10.3251508195
CV_MAE:  0.803683045697



ITERATION 2266 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46595516677
AVG_RMSE_PER_AREA:  1.31946099952
STD_RMSE:  0.20896173015
CV_RMSE:  0.188080003792
AVG_MAE:  1.19507888212
AVG_MAE_PER_AREA:  1.07565361618
STD_MAE:  0.154355063896
CV_MAE:  0.138930228909



ITERATION 2267 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.0457175106
AVG_RMSE_PER_AREA:  3.19489253363
STD_RMSE:  46.7913302026
CV_RMSE:  3.64211617117
AVG_MAE:  18.4175742027
AVG_MAE_PER_AREA:  1.43357636013
STD_MAE:  12.1857667737
CV_MAE:  0.948508581237



ITERATION 2268 OF 6498
HP:  7
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45823300529
AVG_RMSE_PER_AREA:  1.31251052031
STD_RMSE:  0.240365849859
CV_RMSE:  0.216345882667
AVG_MAE:  1.19456232597
AVG_MAE_PER_AREA:  1.07518867994
STD_MAE:  0.161711654427
CV_MAE:  0.145551668988



ITERATION 2269 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.300895527
AVG_RMSE_PER_AREA:  4.61582839446
STD_RMSE:  30.2096984469
CV_RMSE:  2.35144482457
AVG_MAE:  18.9863926603
AVG_MAE_PER_AREA:  1.47785171828
STD_MAE:  3.38481430875
CV_MAE:  0.263465194876



ITERATION 2270 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46269624058
AVG_RMSE_PER_AREA:  1.31652774064
STD_RMSE:  0.027736531446
CV_RMSE:  0.0249647958781
AVG_MAE:  1.1852251563
AVG_MAE_PER_AREA:  1.06678458171
STD_MAE:  0.023096700138
CV_MAE:  0.0207886269242



ITERATION 2271 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.6684450914
AVG_RMSE_PER_AREA:  4.72227491697
STD_RMSE:  29.8598262521
CV_RMSE:  2.32421167747
AVG_MAE:  19.9453567161
AVG_MAE_PER_AREA:  1.55249500113
STD_MAE:  3.96828285758
CV_MAE:  0.308880878248



ITERATION 2272 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.49298693608
AVG_RMSE_PER_AREA:  1.34379146075
STD_RMSE:  0.063711544784
CV_RMSE:  0.05734479503
AVG_MAE:  1.20577190586
AVG_MAE_PER_AREA:  1.08527807682
STD_MAE:  0.0522568280812
CV_MAE:  0.0470347580709



ITERATION 2273 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.182169137
AVG_RMSE_PER_AREA:  4.45091220991
STD_RMSE:  34.839628247
CV_RMSE:  2.71182659024
AVG_MAE:  19.4667832775
AVG_MAE_PER_AREA:  1.51524408195
STD_MAE:  4.88317925847
CV_MAE:  0.380094048769



ITERATION 2274 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4826598629
AVG_RMSE_PER_AREA:  1.33449638093
STD_RMSE:  0.0683411896574
CV_RMSE:  0.0615117954885
AVG_MAE:  1.19416752797
AVG_MAE_PER_AREA:  1.07483333445
STD_MAE:  0.0542755455498
CV_MAE:  0.0488517433575



ITERATION 2275 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.1331791212
AVG_RMSE_PER_AREA:  4.44709895374
STD_RMSE:  35.924992195
CV_RMSE:  2.79630851391
AVG_MAE:  19.8950833021
AVG_MAE_PER_AREA:  1.54858184856
STD_MAE:  5.44535742777
CV_MAE:  0.423852544043



ITERATION 2276 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.48872660471
AVG_RMSE_PER_AREA:  1.33995686798
STD_RMSE:  0.0989327026401
CV_RMSE:  0.0890462721301
AVG_MAE:  1.19912284761
AVG_MAE_PER_AREA:  1.07929346471
STD_MAE:  0.0849594393396
CV_MAE:  0.0764693691122



ITERATION 2277 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.42625554
AVG_RMSE_PER_AREA:  4.23639902051
STD_RMSE:  39.3217860626
CV_RMSE:  3.06070616668
AVG_MAE:  19.5181560547
AVG_MAE_PER_AREA:  1.51924280611
STD_MAE:  6.94537660252
CV_MAE:  0.540610158536



ITERATION 2278 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47314704315
AVG_RMSE_PER_AREA:  1.32593418548
STD_RMSE:  0.120881763757
CV_RMSE:  0.108801944592
AVG_MAE:  1.19104199315
AVG_MAE_PER_AREA:  1.07202013702
STD_MAE:  0.0787889271308
CV_MAE:  0.0709154815233



ITERATION 2279 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.1254473861
AVG_RMSE_PER_AREA:  4.13514747685
STD_RMSE:  41.9658915143
CV_RMSE:  3.2665164991
AVG_MAE:  20.0067366676
AVG_MAE_PER_AREA:  1.55727265786
STD_MAE:  8.34213866736
CV_MAE:  0.649330506549



ITERATION 2280 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47472106921
AVG_RMSE_PER_AREA:  1.32735091775
STD_RMSE:  0.16911759054
CV_RMSE:  0.152217523502
AVG_MAE:  1.19682174564
AVG_MAE_PER_AREA:  1.07722231385
STD_MAE:  0.118601617616
CV_MAE:  0.106749655427



ITERATION 2281 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.7408559786
AVG_RMSE_PER_AREA:  3.94953704668
STD_RMSE:  44.1761367453
CV_RMSE:  3.43855627364
AVG_MAE:  19.8619286114
AVG_MAE_PER_AREA:  1.54600117315
STD_MAE:  9.75453460186
CV_MAE:  0.759267754558



ITERATION 2282 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.47926082685
AVG_RMSE_PER_AREA:  1.33143701349
STD_RMSE:  0.195901076116
CV_RMSE:  0.176324512208
AVG_MAE:  1.2026559883
AVG_MAE_PER_AREA:  1.0824735356
STD_MAE:  0.145823741202
CV_MAE:  0.131251448667



ITERATION 2283 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.815560999
AVG_RMSE_PER_AREA:  3.79967706303
STD_RMSE:  46.6400862967
CV_RMSE:  3.63034373656
AVG_MAE:  19.8233621753
AVG_MAE_PER_AREA:  1.54299926147
STD_MAE:  11.6613949846
CV_MAE:  0.907692836856



ITERATION 2284 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4607819131
AVG_RMSE_PER_AREA:  1.31480471357
STD_RMSE:  0.242578717567
CV_RMSE:  0.218337616592
AVG_MAE:  1.1904731846
AVG_MAE_PER_AREA:  1.07150817001
STD_MAE:  0.192666310915
CV_MAE:  0.17341299989



ITERATION 2285 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.2976550715
AVG_RMSE_PER_AREA:  3.60368977529
STD_RMSE:  48.5431320233
CV_RMSE:  3.77847189589
AVG_MAE:  19.7828904083
AVG_MAE_PER_AREA:  1.53984904376
STD_MAE:  12.1132633864
CV_MAE:  0.942865105016



ITERATION 2286 OF 6498
HP:  7
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46635754266
AVG_RMSE_PER_AREA:  1.31982316564
STD_RMSE:  0.250324468467
CV_RMSE:  0.225309327908
AVG_MAE:  1.19859100799
AVG_MAE_PER_AREA:  1.07881477229
STD_MAE:  0.17656528215
CV_MAE:  0.15892096085



ITERATION 2287 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.6968054883
AVG_RMSE_PER_AREA:  4.72448241694
STD_RMSE:  28.6997278198
CV_RMSE:  2.23391261476
AVG_MAE:  20.3034992222
AVG_MAE_PER_AREA:  1.58037188788
STD_MAE:  2.28996602772
CV_MAE:  0.178245035242



ITERATION 2288 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.51670320502
AVG_RMSE_PER_AREA:  1.36513774244
STD_RMSE:  0.0115710218055
CV_RMSE:  0.0104147195924
AVG_MAE:  1.23770904793
AVG_MAE_PER_AREA:  1.11402371267
STD_MAE:  0.0194964267566
CV_MAE:  0.0175481319746



ITERATION 2289 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.9836770213
AVG_RMSE_PER_AREA:  4.74681175541
STD_RMSE:  28.365896598
CV_RMSE:  2.20792805552
AVG_MAE:  20.455629921
AVG_MAE_PER_AREA:  1.59221334817
STD_MAE:  2.73654854334
CV_MAE:  0.213005863688



ITERATION 2290 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.52020104468
AVG_RMSE_PER_AREA:  1.36828603995
STD_RMSE:  0.0921795769793
CV_RMSE:  0.0829679921552
AVG_MAE:  1.23846511462
AVG_MAE_PER_AREA:  1.11470422497
STD_MAE:  0.0833474886038
CV_MAE:  0.0750185020071



ITERATION 2291 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.6159571666
AVG_RMSE_PER_AREA:  4.40683973399
STD_RMSE:  35.6956451202
CV_RMSE:  2.77845673055
AVG_MAE:  19.9318932142
AVG_MAE_PER_AREA:  1.55144703694
STD_MAE:  5.02117584165
CV_MAE:  0.390835346035



ITERATION 2292 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.51359601129
AVG_RMSE_PER_AREA:  1.36234105326
STD_RMSE:  0.0846333627436
CV_RMSE:  0.0761758776323
AVG_MAE:  1.23604365614
AVG_MAE_PER_AREA:  1.11252474492
STD_MAE:  0.0583949133759
CV_MAE:  0.0525594591952



ITERATION 2293 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.7457425674
AVG_RMSE_PER_AREA:  4.41694189405
STD_RMSE:  35.8276387114
CV_RMSE:  2.78873077044
AVG_MAE:  20.2562584622
AVG_MAE_PER_AREA:  1.57669478926
STD_MAE:  5.52820840255
CV_MAE:  0.430301449721



ITERATION 2294 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.50827333023
AVG_RMSE_PER_AREA:  1.35755027232
STD_RMSE:  0.113345571641
CV_RMSE:  0.102018850671
AVG_MAE:  1.22868967899
AVG_MAE_PER_AREA:  1.10590565707
STD_MAE:  0.0783649327131
CV_MAE:  0.0705338572343



ITERATION 2295 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.6055534454
AVG_RMSE_PER_AREA:  4.25035510592
STD_RMSE:  38.9905541943
CV_RMSE:  3.0349239344
AVG_MAE:  19.965056184
AVG_MAE_PER_AREA:  1.55402835678
STD_MAE:  6.36031549917
CV_MAE:  0.495070514837



ITERATION 2296 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.52713913672
AVG_RMSE_PER_AREA:  1.37453080246
STD_RMSE:  0.126205686414
CV_RMSE:  0.113593843056
AVG_MAE:  1.24605321822
AVG_MAE_PER_AREA:  1.12153404281
STD_MAE:  0.079969997803
CV_MAE:  0.0719785267821



ITERATION 2297 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.5565874286
AVG_RMSE_PER_AREA:  4.16870630311
STD_RMSE:  40.9489973495
CV_RMSE:  3.18736408634
AVG_MAE:  20.3360569218
AVG_MAE_PER_AREA:  1.58290609504
STD_MAE:  7.97148763227
CV_MAE:  0.620479988239



ITERATION 2298 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.51370499084
AVG_RMSE_PER_AREA:  1.36243914238
STD_RMSE:  0.14947436748
CV_RMSE:  0.134537264706
AVG_MAE:  1.23999751794
AVG_MAE_PER_AREA:  1.1160834939
STD_MAE:  0.102399648309
CV_MAE:  0.0921667629209



ITERATION 2299 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.7393605204
AVG_RMSE_PER_AREA:  4.02725805874
STD_RMSE:  42.6747284315
CV_RMSE:  3.32169053215
AVG_MAE:  20.3369506202
AVG_MAE_PER_AREA:  1.58297565822
STD_MAE:  9.02116728135
CV_MAE:  0.702184338338



ITERATION 2300 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.52394082116
AVG_RMSE_PER_AREA:  1.37165209733
STD_RMSE:  0.164067085536
CV_RMSE:  0.147671719829
AVG_MAE:  1.25317371582
AVG_MAE_PER_AREA:  1.12794298293
STD_MAE:  0.0937358027998
CV_MAE:  0.084368702984



ITERATION 2301 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.2059470022
AVG_RMSE_PER_AREA:  3.83006370024
STD_RMSE:  46.6238125184
CV_RMSE:  3.62907702773
AVG_MAE:  20.8386093209
AVG_MAE_PER_AREA:  1.62202347452
STD_MAE:  11.4850080639
CV_MAE:  0.893963334972



ITERATION 2302 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.51197728051
AVG_RMSE_PER_AREA:  1.36088408364
STD_RMSE:  0.21519496361
CV_RMSE:  0.193690344844
AVG_MAE:  1.25068965667
AVG_MAE_PER_AREA:  1.12570715796
STD_MAE:  0.155366794499
CV_MAE:  0.139840856397



ITERATION 2303 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.339784819
AVG_RMSE_PER_AREA:  3.60696904592
STD_RMSE:  48.4919059495
CV_RMSE:  3.77448459073
AVG_MAE:  20.4823844303
AVG_MAE_PER_AREA:  1.59429585
STD_MAE:  12.4869298686
CV_MAE:  0.971950337931



ITERATION 2304 OF 6498
HP:  7
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.51013048409
AVG_RMSE_PER_AREA:  1.35922183919
STD_RMSE:  0.229126741129
CV_RMSE:  0.20622990779
AVG_MAE:  1.25484862169
AVG_MAE_PER_AREA:  1.12945051401
STD_MAE:  0.160194354818
CV_MAE:  0.14418599444



ITERATION 2305 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.4602992184
AVG_RMSE_PER_AREA:  4.62823596569
STD_RMSE:  29.0578299649
CV_RMSE:  2.26178635991
AVG_MAE:  19.2456757661
AVG_MAE_PER_AREA:  1.49803364489
STD_MAE:  3.07480261373
CV_MAE:  0.239334686023



ITERATION 2306 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.51037843867
AVG_RMSE_PER_AREA:  1.35944501545
STD_RMSE:  0.00398569700544
CV_RMSE:  0.00358740285773
AVG_MAE:  1.22848507026
AVG_MAE_PER_AREA:  1.10572149506
STD_MAE:  0.00749966373639
CV_MAE:  0.00675021585515



ITERATION 2307 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.451257741
AVG_RMSE_PER_AREA:  4.86104444442
STD_RMSE:  29.0687896892
CV_RMSE:  2.26263943651
AVG_MAE:  21.1194510829
AVG_MAE_PER_AREA:  1.6438834712
STD_MAE:  4.34251775895
CV_MAE:  0.338010355444



ITERATION 2308 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.52693899487
AVG_RMSE_PER_AREA:  1.37435066095
STD_RMSE:  0.0601242740123
CV_RMSE:  0.054116003328
AVG_MAE:  1.22545110877
AVG_MAE_PER_AREA:  1.10299071997
STD_MAE:  0.0625814016
CV_MAE:  0.0563275880315



ITERATION 2309 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.6475518605
AVG_RMSE_PER_AREA:  4.56497381259
STD_RMSE:  33.6987881367
CV_RMSE:  2.62302654552
AVG_MAE:  20.0173407808
AVG_MAE_PER_AREA:  1.55809805462
STD_MAE:  4.75953911091
CV_MAE:  0.370470219336



ITERATION 2310 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.51484692783
AVG_RMSE_PER_AREA:  1.36346696463
STD_RMSE:  0.0710466807482
CV_RMSE:  0.0639469245156
AVG_MAE:  1.21161349283
AVG_MAE_PER_AREA:  1.09053590896
STD_MAE:  0.0670651303431
CV_MAE:  0.0603632538847



ITERATION 2311 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.0824399364
AVG_RMSE_PER_AREA:  4.20963730281
STD_RMSE:  36.889345833
CV_RMSE:  2.8713713079
AVG_MAE:  19.0659098897
AVG_MAE_PER_AREA:  1.48404113383
STD_MAE:  6.38533919596
CV_MAE:  0.4970182947



ITERATION 2312 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.50232862702
AVG_RMSE_PER_AREA:  1.35219962843
STD_RMSE:  0.105493883985
CV_RMSE:  0.0949517889506
AVG_MAE:  1.21348312033
AVG_MAE_PER_AREA:  1.09221870296
STD_MAE:  0.104736732001
CV_MAE:  0.0942702998191



ITERATION 2313 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  57.2316073866
AVG_RMSE_PER_AREA:  4.45476035544
STD_RMSE:  38.1228669999
CV_RMSE:  2.96738540645
AVG_MAE:  20.6377070674
AVG_MAE_PER_AREA:  1.60638576251
STD_MAE:  6.68423217551
CV_MAE:  0.520283351486



ITERATION 2314 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.52641289299
AVG_RMSE_PER_AREA:  1.37387713289
STD_RMSE:  0.123386016843
CV_RMSE:  0.111055945503
AVG_MAE:  1.21804526584
AVG_MAE_PER_AREA:  1.09632494933
STD_MAE:  0.105447016005
CV_MAE:  0.0949096045285



ITERATION 2315 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.4839297124
AVG_RMSE_PER_AREA:  4.24088822898
STD_RMSE:  39.1770425465
CV_RMSE:  3.04943970559
AVG_MAE:  20.2830256977
AVG_MAE_PER_AREA:  1.57877828166
STD_MAE:  7.46486308153
CV_MAE:  0.58104564301



ITERATION 2316 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.49884122072
AVG_RMSE_PER_AREA:  1.34906072166
STD_RMSE:  0.158346835244
CV_RMSE:  0.142523099095
AVG_MAE:  1.20638606205
AVG_MAE_PER_AREA:  1.08583085986
STD_MAE:  0.12586261359
CV_MAE:  0.113285053795



ITERATION 2317 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.5596999729
AVG_RMSE_PER_AREA:  4.01327374621
STD_RMSE:  42.6401288795
CV_RMSE:  3.31899739248
AVG_MAE:  20.0968196078
AVG_MAE_PER_AREA:  1.56428448103
STD_MAE:  9.16459541174
CV_MAE:  0.713348413197



ITERATION 2318 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.50174917139
AVG_RMSE_PER_AREA:  1.35167807831
STD_RMSE:  0.198089114518
CV_RMSE:  0.178293898041
AVG_MAE:  1.2170976535
AVG_MAE_PER_AREA:  1.09547203271
STD_MAE:  0.1581195739
CV_MAE:  0.142318548173



ITERATION 2319 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.2324904664
AVG_RMSE_PER_AREA:  3.75429236021
STD_RMSE:  45.8922151645
CV_RMSE:  3.57213138113
AVG_MAE:  19.9029938935
AVG_MAE_PER_AREA:  1.54919758853
STD_MAE:  11.4774066797
CV_MAE:  0.893371662877



ITERATION 2320 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.49416630616
AVG_RMSE_PER_AREA:  1.34485297536
STD_RMSE:  0.23798212502
CV_RMSE:  0.214200365512
AVG_MAE:  1.20937854636
AVG_MAE_PER_AREA:  1.08852430262
STD_MAE:  0.185138821823
CV_MAE:  0.166637739291



ITERATION 2321 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.0059382528
AVG_RMSE_PER_AREA:  3.65882070696
STD_RMSE:  47.9261454375
CV_RMSE:  3.73044725517
AVG_MAE:  20.2118448187
AVG_MAE_PER_AREA:  1.57323774607
STD_MAE:  12.1780832869
CV_MAE:  0.94791051849



ITERATION 2322 OF 6498
HP:  7
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.50471742921
AVG_RMSE_PER_AREA:  1.35434971556
STD_RMSE:  0.268886596447
CV_RMSE:  0.24201652639
AVG_MAE:  1.22182542326
AVG_MAE_PER_AREA:  1.09972735234
STD_MAE:  0.191451513297
CV_MAE:  0.172319598048



ITERATION 2323 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.6281350731
AVG_RMSE_PER_AREA:  4.71913728936
STD_RMSE:  29.1225966102
CV_RMSE:  2.26682762814
AVG_MAE:  19.7283832312
AVG_MAE_PER_AREA:  1.53560634601
STD_MAE:  2.80660305912
CV_MAE:  0.218458726081



ITERATION 2324 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44266694717
AVG_RMSE_PER_AREA:  1.29849999184
STD_RMSE:  0.0192851839237
CV_RMSE:  0.0173579988207
AVG_MAE:  1.16618007326
AVG_MAE_PER_AREA:  1.04964269028
STD_MAE:  0.0223671251159
CV_MAE:  0.0201319589649



ITERATION 2325 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.67415869
AVG_RMSE_PER_AREA:  4.80055706337
STD_RMSE:  31.2412762484
CV_RMSE:  2.43174017365
AVG_MAE:  21.2178163342
AVG_MAE_PER_AREA:  1.65153996805
STD_MAE:  5.32414244273
CV_MAE:  0.41441748299



ITERATION 2326 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48186868753
AVG_RMSE_PER_AREA:  1.33378426839
STD_RMSE:  0.0835043190405
CV_RMSE:  0.0751596602426
AVG_MAE:  1.19645593594
AVG_MAE_PER_AREA:  1.07689305983
STD_MAE:  0.0692153107854
CV_MAE:  0.0622985649364



ITERATION 2327 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  60.5123548955
AVG_RMSE_PER_AREA:  4.71012525967
STD_RMSE:  34.3385504751
CV_RMSE:  2.67282399193
AVG_MAE:  21.3214012573
AVG_MAE_PER_AREA:  1.65960275066
STD_MAE:  5.38318859313
CV_MAE:  0.419013482682



ITERATION 2328 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4753272427
AVG_RMSE_PER_AREA:  1.3278965158
STD_RMSE:  0.0668444553726
CV_RMSE:  0.0601646311549
AVG_MAE:  1.18808701985
AVG_MAE_PER_AREA:  1.06936045676
STD_MAE:  0.0632490786176
CV_MAE:  0.0569285435075



ITERATION 2329 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  59.0919653447
AVG_RMSE_PER_AREA:  4.59956580923
STD_RMSE:  36.9352480977
CV_RMSE:  2.87494422151
AVG_MAE:  21.5723355803
AVG_MAE_PER_AREA:  1.67913482961
STD_MAE:  6.73377488048
CV_MAE:  0.524139627556



ITERATION 2330 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47766958161
AVG_RMSE_PER_AREA:  1.33000478276
STD_RMSE:  0.102651491253
CV_RMSE:  0.0923934389814
AVG_MAE:  1.18891962992
AVG_MAE_PER_AREA:  1.07010986338
STD_MAE:  0.077895270652
CV_MAE:  0.0701111289091



ITERATION 2331 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  58.0795694094
AVG_RMSE_PER_AREA:  4.52076352702
STD_RMSE:  38.9033552675
CV_RMSE:  3.02813659537
AVG_MAE:  21.641685251
AVG_MAE_PER_AREA:  1.68453282869
STD_MAE:  7.39060797311
CV_MAE:  0.575265817345



ITERATION 2332 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46674562579
AVG_RMSE_PER_AREA:  1.32017246729
STD_RMSE:  0.131893433716
CV_RMSE:  0.118713208852
AVG_MAE:  1.17576908241
AVG_MAE_PER_AREA:  1.05827346146
STD_MAE:  0.101280836587
CV_MAE:  0.0911597550216



ITERATION 2333 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  56.8938683172
AVG_RMSE_PER_AREA:  4.42847161945
STD_RMSE:  40.7392092491
CV_RMSE:  3.17103472298
AVG_MAE:  21.5534484664
AVG_MAE_PER_AREA:  1.6776647055
STD_MAE:  9.05020143681
CV_MAE:  0.704444281936



ITERATION 2334 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46844827487
AVG_RMSE_PER_AREA:  1.32170496917
STD_RMSE:  0.168489668143
CV_RMSE:  0.151652349933
AVG_MAE:  1.18343636284
AVG_MAE_PER_AREA:  1.06517454393
STD_MAE:  0.124263378386
CV_MAE:  0.111845631549



ITERATION 2335 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  55.3820958609
AVG_RMSE_PER_AREA:  4.31079915991
STD_RMSE:  42.4092050075
CV_RMSE:  3.3010228753
AVG_MAE:  21.626922529
AVG_MAE_PER_AREA:  1.68338373657
STD_MAE:  9.89714657242
CV_MAE:  0.770368301645



ITERATION 2336 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46213054544
AVG_RMSE_PER_AREA:  1.3160185759
STD_RMSE:  0.197883823285
CV_RMSE:  0.178109121738
AVG_MAE:  1.1827473392
AVG_MAE_PER_AREA:  1.06455437501
STD_MAE:  0.143462264533
CV_MAE:  0.129125956404



ITERATION 2337 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  53.2104535928
AVG_RMSE_PER_AREA:  4.14176414021
STD_RMSE:  45.5198685289
CV_RMSE:  3.54314888166
AVG_MAE:  21.7139521423
AVG_MAE_PER_AREA:  1.69015789667
STD_MAE:  11.9642516382
CV_MAE:  0.931266415784



ITERATION 2338 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44720771893
AVG_RMSE_PER_AREA:  1.30258700035
STD_RMSE:  0.262852449971
CV_RMSE:  0.236585377389
AVG_MAE:  1.17491352164
AVG_MAE_PER_AREA:  1.05750339762
STD_MAE:  0.202468695552
CV_MAE:  0.182235823755



ITERATION 2339 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  51.350719401
AVG_RMSE_PER_AREA:  3.99700723878
STD_RMSE:  46.6622047775
CV_RMSE:  3.63206538192
AVG_MAE:  21.4443846513
AVG_MAE_PER_AREA:  1.66917546009
STD_MAE:  12.1281188297
CV_MAE:  0.944021414319



ITERATION 2340 OF 6498
HP:  7
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46509191394
AVG_RMSE_PER_AREA:  1.31868401229
STD_RMSE:  0.249095345605
CV_RMSE:  0.224203032356
AVG_MAE:  1.19077514737
AVG_MAE_PER_AREA:  1.07177995737
STD_MAE:  0.184104380773
CV_MAE:  0.165706670829



ITERATION 2341 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.1781363184
AVG_RMSE_PER_AREA:  4.68411054969
STD_RMSE:  29.2758962586
CV_RMSE:  2.27876007643
AVG_MAE:  19.7035780059
AVG_MAE_PER_AREA:  1.5336755714
STD_MAE:  2.7388341441
CV_MAE:  0.213183768942



ITERATION 2342 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.51267619015
AVG_RMSE_PER_AREA:  1.36151315064
STD_RMSE:  0.0215408020498
CV_RMSE:  0.0193882110773
AVG_MAE:  1.23771300385
AVG_MAE_PER_AREA:  1.11402727327
STD_MAE:  0.0211080161255
CV_MAE:  0.0189986738245



ITERATION 2343 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.4277023801
AVG_RMSE_PER_AREA:  4.62569871207
STD_RMSE:  29.7051627899
CV_RMSE:  2.31217307343
AVG_MAE:  19.3393554625
AVG_MAE_PER_AREA:  1.50532543027
STD_MAE:  3.30330740707
CV_MAE:  0.257120908372



ITERATION 2344 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.51606036959
AVG_RMSE_PER_AREA:  1.3645591461
STD_RMSE:  0.0936946013362
CV_RMSE:  0.0843316188183
AVG_MAE:  1.24353368873
AVG_MAE_PER_AREA:  1.11926629208
STD_MAE:  0.0845789054271
CV_MAE:  0.0761268622825



ITERATION 2345 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.419977931
AVG_RMSE_PER_AREA:  4.31374780231
STD_RMSE:  36.6245370265
CV_RMSE:  2.85075927503
AVG_MAE:  19.006592683
AVG_MAE_PER_AREA:  1.47942403582
STD_MAE:  5.50237485741
CV_MAE:  0.428290633356



ITERATION 2346 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.50894372198
AVG_RMSE_PER_AREA:  1.35815367124
STD_RMSE:  0.0939100051711
CV_RMSE:  0.0845254971617
AVG_MAE:  1.23536005487
AVG_MAE_PER_AREA:  1.11190945652
STD_MAE:  0.0757163325955
CV_MAE:  0.0681499340165



ITERATION 2347 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.7311939032
AVG_RMSE_PER_AREA:  4.33797204899
STD_RMSE:  36.5686988384
CV_RMSE:  2.84641297482
AVG_MAE:  19.440598527
AVG_MAE_PER_AREA:  1.51320592866
STD_MAE:  5.68140582724
CV_MAE:  0.442225941191



ITERATION 2348 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.50777544423
AVG_RMSE_PER_AREA:  1.35710214049
STD_RMSE:  0.106272885058
CV_RMSE:  0.0956529437726
AVG_MAE:  1.22935909932
AVG_MAE_PER_AREA:  1.10650818165
STD_MAE:  0.0789236191895
CV_MAE:  0.0710367136881



ITERATION 2349 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.1070126216
AVG_RMSE_PER_AREA:  4.13371256244
STD_RMSE:  40.081739709
CV_RMSE:  3.11985899376
AVG_MAE:  19.0655677656
AVG_MAE_PER_AREA:  1.48401450377
STD_MAE:  6.91724351381
CV_MAE:  0.538420351644



ITERATION 2350 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.50941503107
AVG_RMSE_PER_AREA:  1.35857788201
STD_RMSE:  0.134239164322
CV_RMSE:  0.120824528571
AVG_MAE:  1.23278996134
AVG_MAE_PER_AREA:  1.10959619466
STD_MAE:  0.0872827006403
CV_MAE:  0.0785604649024



ITERATION 2351 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.3857038178
AVG_RMSE_PER_AREA:  4.07756774999
STD_RMSE:  41.7750259102
CV_RMSE:  3.25166001394
AVG_MAE:  19.5843161094
AVG_MAE_PER_AREA:  1.52439253372
STD_MAE:  8.2606057809
CV_MAE:  0.642984197458



ITERATION 2352 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.51311344415
AVG_RMSE_PER_AREA:  1.36190670947
STD_RMSE:  0.147704969812
CV_RMSE:  0.132944684476
AVG_MAE:  1.24114782315
AVG_MAE_PER_AREA:  1.11711884811
STD_MAE:  0.100326581569
CV_MAE:  0.0903008595321



ITERATION 2353 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.4661888512
AVG_RMSE_PER_AREA:  3.9281576676
STD_RMSE:  43.3615459886
CV_RMSE:  3.37515063514
AVG_MAE:  19.487747419
AVG_MAE_PER_AREA:  1.51687587651
STD_MAE:  9.05004517513
CV_MAE:  0.70443211893



ITERATION 2354 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.51576129412
AVG_RMSE_PER_AREA:  1.3642899575
STD_RMSE:  0.171198226067
CV_RMSE:  0.154090239322
AVG_MAE:  1.24806735355
AVG_MAE_PER_AREA:  1.12334690386
STD_MAE:  0.105710884655
CV_MAE:  0.0951471045564



ITERATION 2355 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.8131475584
AVG_RMSE_PER_AREA:  3.7216517924
STD_RMSE:  47.2901631901
CV_RMSE:  3.68094404126
AVG_MAE:  19.8493745276
AVG_MAE_PER_AREA:  1.54502399572
STD_MAE:  11.5683107663
CV_MAE:  0.900447401961



ITERATION 2356 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.49798329666
AVG_RMSE_PER_AREA:  1.3482885307
STD_RMSE:  0.222698460637
CV_RMSE:  0.200444010925
AVG_MAE:  1.23782049306
AVG_MAE_PER_AREA:  1.11412402099
STD_MAE:  0.167533622388
CV_MAE:  0.150791842657



ITERATION 2357 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.97522083
AVG_RMSE_PER_AREA:  3.50075491288
STD_RMSE:  48.953882218
CV_RMSE:  3.81044362911
AVG_MAE:  19.3795048241
AVG_MAE_PER_AREA:  1.50845055277
STD_MAE:  12.6472955263
CV_MAE:  0.984432786128



ITERATION 2358 OF 6498
HP:  7
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.49182775421
AVG_RMSE_PER_AREA:  1.34274811692
STD_RMSE:  0.244284477131
CV_RMSE:  0.219872918128
AVG_MAE:  1.2393233634
AVG_MAE_PER_AREA:  1.11547670821
STD_MAE:  0.177520878811
CV_MAE:  0.159781063911



ITERATION 2359 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.3546121235
AVG_RMSE_PER_AREA:  4.69784697011
STD_RMSE:  28.7120096337
CV_RMSE:  2.23486859939
AVG_MAE:  21.0836470116
AVG_MAE_PER_AREA:  1.64109657485
STD_MAE:  3.25291140171
CV_MAE:  0.253198213606



ITERATION 2360 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4990033063
AVG_RMSE_PER_AREA:  1.3492066099
STD_RMSE:  0.0104565463524
CV_RMSE:  0.00941161463488
AVG_MAE:  1.19314689122
AVG_MAE_PER_AREA:  1.07391469081
STD_MAE:  0.0205985843527
CV_MAE:  0.0185401500092



ITERATION 2361 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.2854893714
AVG_RMSE_PER_AREA:  4.77030404845
STD_RMSE:  32.0477712915
CV_RMSE:  2.49451566274
AVG_MAE:  21.946003174
AVG_MAE_PER_AREA:  1.70822014904
STD_MAE:  6.36353109358
CV_MAE:  0.495320808392



ITERATION 2362 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.52829482337
AVG_RMSE_PER_AREA:  1.37557100034
STD_RMSE:  0.105985044427
CV_RMSE:  0.0953938673052
AVG_MAE:  1.21717531135
AVG_MAE_PER_AREA:  1.09554193014
STD_MAE:  0.101766585863
CV_MAE:  0.091596962952



ITERATION 2363 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.6791006179
AVG_RMSE_PER_AREA:  4.41175465699
STD_RMSE:  38.0433711392
CV_RMSE:  2.96119765419
AVG_MAE:  21.0801889323
AVG_MAE_PER_AREA:  1.6408274069
STD_MAE:  7.82576013028
CV_MAE:  0.60913693624



ITERATION 2364 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.51832409425
AVG_RMSE_PER_AREA:  1.3665966548
STD_RMSE:  0.100538971758
CV_RMSE:  0.0904920253862
AVG_MAE:  1.20328225503
AVG_MAE_PER_AREA:  1.08303721895
STD_MAE:  0.0717683123876
CV_MAE:  0.0645964428813



ITERATION 2365 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.2380619655
AVG_RMSE_PER_AREA:  4.37742534852
STD_RMSE:  38.5225832775
CV_RMSE:  2.9984982881
AVG_MAE:  21.5426391169
AVG_MAE_PER_AREA:  1.67682333368
STD_MAE:  8.34653644756
CV_MAE:  0.649672818391



ITERATION 2366 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.51662210716
AVG_RMSE_PER_AREA:  1.36506474875
STD_RMSE:  0.122745584831
CV_RMSE:  0.110479512415
AVG_MAE:  1.2113058926
AVG_MAE_PER_AREA:  1.09025904748
STD_MAE:  0.104544655973
CV_MAE:  0.0940974181147



ITERATION 2367 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.1017729146
AVG_RMSE_PER_AREA:  4.2889795465
STD_RMSE:  39.8452517015
CV_RMSE:  3.10145137867
AVG_MAE:  21.3318684551
AVG_MAE_PER_AREA:  1.66041749027
STD_MAE:  8.19547321394
CV_MAE:  0.637914446836



ITERATION 2368 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4982555038
AVG_RMSE_PER_AREA:  1.34853353594
STD_RMSE:  0.132816217088
CV_RMSE:  0.119543777684
AVG_MAE:  1.19617945179
AVG_MAE_PER_AREA:  1.07664420498
STD_MAE:  0.0977132159192
CV_MAE:  0.0879486497715



ITERATION 2369 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.2611335032
AVG_RMSE_PER_AREA:  4.14570893341
STD_RMSE:  42.7931995359
CV_RMSE:  3.33091201663
AVG_MAE:  21.5463774523
AVG_MAE_PER_AREA:  1.67711431604
STD_MAE:  10.7265398743
CV_MAE:  0.834926131991



ITERATION 2370 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.51762740335
AVG_RMSE_PER_AREA:  1.36596958482
STD_RMSE:  0.162308052437
CV_RMSE:  0.146088468428
AVG_MAE:  1.21568156304
AVG_MAE_PER_AREA:  1.09419745339
STD_MAE:  0.120384974951
CV_MAE:  0.108354800322



ITERATION 2371 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.2764986178
AVG_RMSE_PER_AREA:  3.9912300849
STD_RMSE:  45.1258349377
CV_RMSE:  3.51247832564
AVG_MAE:  21.8011706283
AVG_MAE_PER_AREA:  1.69694675813
STD_MAE:  12.6670029609
CV_MAE:  0.985966761882



ITERATION 2372 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.50976129505
AVG_RMSE_PER_AREA:  1.35888954353
STD_RMSE:  0.206067053283
CV_RMSE:  0.185474594488
AVG_MAE:  1.21466685995
AVG_MAE_PER_AREA:  1.09328415046
STD_MAE:  0.150006623418
CV_MAE:  0.135016331847



ITERATION 2373 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.0672723714
AVG_RMSE_PER_AREA:  3.8192696255
STD_RMSE:  47.8138142671
CV_RMSE:  3.72170368728
AVG_MAE:  21.5341378247
AVG_MAE_PER_AREA:  1.67616161507
STD_MAE:  14.1781805701
CV_MAE:  1.10359292007



ITERATION 2374 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.48975420398
AVG_RMSE_PER_AREA:  1.34088177837
STD_RMSE:  0.240056494038
CV_RMSE:  0.216067441041
AVG_MAE:  1.20023037008
AVG_MAE_PER_AREA:  1.0802903115
STD_MAE:  0.189305704972
CV_MAE:  0.170388222205



ITERATION 2375 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.4003679068
AVG_RMSE_PER_AREA:  3.6895220915
STD_RMSE:  47.9317965465
CV_RMSE:  3.73088712288
AVG_MAE:  20.9870547222
AVG_MAE_PER_AREA:  1.63357808077
STD_MAE:  12.6252071218
CV_MAE:  0.982713481828



ITERATION 2376 OF 6498
HP:  7
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.48903506555
AVG_RMSE_PER_AREA:  1.34023450406
STD_RMSE:  0.256236396876
CV_RMSE:  0.230630472199
AVG_MAE:  1.20527457814
AVG_MAE_PER_AREA:  1.08483044749
STD_MAE:  0.183066366796
CV_MAE:  0.164772386486



ITERATION 2377 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.3927791305
AVG_RMSE_PER_AREA:  4.70081779127
STD_RMSE:  28.7584165392
CV_RMSE:  2.23848079295
AVG_MAE:  21.1570682183
AVG_MAE_PER_AREA:  1.64681149177
STD_MAE:  3.30081434021
CV_MAE:  0.256926854493



ITERATION 2378 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.50179256806
AVG_RMSE_PER_AREA:  1.35171713832
STD_RMSE:  0.012252724612
CV_RMSE:  0.0110282992481
AVG_MAE:  1.19775343556
AVG_MAE_PER_AREA:  1.07806089919
STD_MAE:  0.0188445580501
CV_MAE:  0.0169614050715



ITERATION 2379 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.7784516303
AVG_RMSE_PER_AREA:  4.73083754155
STD_RMSE:  31.9012313955
CV_RMSE:  2.4831093761
AVG_MAE:  21.6152654433
AVG_MAE_PER_AREA:  1.68247637916
STD_MAE:  6.20254338441
CV_MAE:  0.482789941319



ITERATION 2380 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.52449726252
AVG_RMSE_PER_AREA:  1.37215293303
STD_RMSE:  0.100031318397
CV_RMSE:  0.0900351022646
AVG_MAE:  1.21601736305
AVG_MAE_PER_AREA:  1.09449969662
STD_MAE:  0.0977250122946
CV_MAE:  0.0879592673249



ITERATION 2381 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.5936397107
AVG_RMSE_PER_AREA:  4.40510260092
STD_RMSE:  37.9528114916
CV_RMSE:  2.95414872534
AVG_MAE:  21.1420810131
AVG_MAE_PER_AREA:  1.64564492646
STD_MAE:  7.86828917456
CV_MAE:  0.612447287095



ITERATION 2382 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.51551115161
AVG_RMSE_PER_AREA:  1.36406481195
STD_RMSE:  0.0978707851277
CV_RMSE:  0.0880904729528
AVG_MAE:  1.20492647844
AVG_MAE_PER_AREA:  1.08451713369
STD_MAE:  0.0728734415136
CV_MAE:  0.0655911354983



ITERATION 2383 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.2598780429
AVG_RMSE_PER_AREA:  4.37912345559
STD_RMSE:  38.3399487269
CV_RMSE:  2.98428248685
AVG_MAE:  21.5198445347
AVG_MAE_PER_AREA:  1.67504906233
STD_MAE:  8.11702434275
CV_MAE:  0.63180818952



ITERATION 2384 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.51650108954
AVG_RMSE_PER_AREA:  1.36495582453
STD_RMSE:  0.114134312137
CV_RMSE:  0.102728771647
AVG_MAE:  1.21496548379
AVG_MAE_PER_AREA:  1.09355293256
STD_MAE:  0.0956831113676
CV_MAE:  0.086121415323



ITERATION 2385 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.663016449
AVG_RMSE_PER_AREA:  4.25482787756
STD_RMSE:  40.2181558271
CV_RMSE:  3.13047727172
AVG_MAE:  21.1532347016
AVG_MAE_PER_AREA:  1.64651310073
STD_MAE:  8.42071738556
CV_MAE:  0.655446870821



ITERATION 2386 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49599919691
AVG_RMSE_PER_AREA:  1.34650270375
STD_RMSE:  0.13410819788
CV_RMSE:  0.120706649719
AVG_MAE:  1.19601057844
AVG_MAE_PER_AREA:  1.07649220729
STD_MAE:  0.0965196970836
CV_MAE:  0.0868744003051



ITERATION 2387 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.2959820024
AVG_RMSE_PER_AREA:  4.14842145049
STD_RMSE:  42.6064563472
CV_RMSE:  3.31637640962
AVG_MAE:  21.536145344
AVG_MAE_PER_AREA:  1.67631787518
STD_MAE:  10.3736537747
CV_MAE:  0.807458390334



ITERATION 2388 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.51287622451
AVG_RMSE_PER_AREA:  1.36169319539
STD_RMSE:  0.161031957682
CV_RMSE:  0.144939894926
AVG_MAE:  1.21686146854
AVG_MAE_PER_AREA:  1.09525944992
STD_MAE:  0.117909555778
CV_MAE:  0.106126751926



ITERATION 2389 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.0858502754
AVG_RMSE_PER_AREA:  3.97639051082
STD_RMSE:  44.6533455464
CV_RMSE:  3.47570097296
AVG_MAE:  21.4746341737
AVG_MAE_PER_AREA:  1.67153000471
STD_MAE:  12.0298125975
CV_MAE:  0.936369511358



ITERATION 2390 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.50544975446
AVG_RMSE_PER_AREA:  1.35500885891
STD_RMSE:  0.204223015826
CV_RMSE:  0.183814833288
AVG_MAE:  1.2140056673
AVG_MAE_PER_AREA:  1.09268903136
STD_MAE:  0.147585446152
CV_MAE:  0.132837104919



ITERATION 2391 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.0383804984
AVG_RMSE_PER_AREA:  3.81702075679
STD_RMSE:  47.7237587621
CV_RMSE:  3.71469399959
AVG_MAE:  21.5173554919
AVG_MAE_PER_AREA:  1.67485532167
STD_MAE:  13.9714514276
CV_MAE:  1.08750165809



ITERATION 2392 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4822831477
AVG_RMSE_PER_AREA:  1.3341573112
STD_RMSE:  0.238926459494
CV_RMSE:  0.215050331826
AVG_MAE:  1.19682329533
AVG_MAE_PER_AREA:  1.07722370868
STD_MAE:  0.184604433881
CV_MAE:  0.166156753198



ITERATION 2393 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.0193727049
AVG_RMSE_PER_AREA:  3.65986640999
STD_RMSE:  48.5376007475
CV_RMSE:  3.77804135567
AVG_MAE:  21.1498671839
AVG_MAE_PER_AREA:  1.64625098186
STD_MAE:  13.1600681226
CV_MAE:  1.02434567933



ITERATION 2394 OF 6498
HP:  7
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.48839974512
AVG_RMSE_PER_AREA:  1.33966267175
STD_RMSE:  0.25916132254
CV_RMSE:  0.233263107513
AVG_MAE:  1.20548491615
AVG_MAE_PER_AREA:  1.08501976625
STD_MAE:  0.185659431289
CV_MAE:  0.167106323803



ITERATION 2395 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  62.8365999796
AVG_RMSE_PER_AREA:  4.89103848804
STD_RMSE:  29.6406465549
CV_RMSE:  2.30715129649
AVG_MAE:  22.7055985067
AVG_MAE_PER_AREA:  1.76734508593
STD_MAE:  3.59201528309
CV_MAE:  0.279593183032



ITERATION 2396 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.53754923631
AVG_RMSE_PER_AREA:  1.38390061179
STD_RMSE:  0.0236637079671
CV_RMSE:  0.0212989731708
AVG_MAE:  1.25758994249
AVG_MAE_PER_AREA:  1.13191789225
STD_MAE:  0.009879660606
CV_MAE:  0.00889237757989



ITERATION 2397 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.5236028356
AVG_RMSE_PER_AREA:  4.86667559955
STD_RMSE:  28.7512684454
CV_RMSE:  2.2379244038
AVG_MAE:  22.1502296023
AVG_MAE_PER_AREA:  1.72411660623
STD_MAE:  4.87037323529
CV_MAE:  0.379097261033



ITERATION 2398 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.54406065856
AVG_RMSE_PER_AREA:  1.38976134199
STD_RMSE:  0.084308222525
CV_RMSE:  0.0758832289569
AVG_MAE:  1.26757263594
AVG_MAE_PER_AREA:  1.14090300651
STD_MAE:  0.075680676107
CV_MAE:  0.0681178407117



ITERATION 2399 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  62.2836297949
AVG_RMSE_PER_AREA:  4.84799671848
STD_RMSE:  32.6103513077
CV_RMSE:  2.53830543673
AVG_MAE:  22.2633762628
AVG_MAE_PER_AREA:  1.73292364975
STD_MAE:  4.48362854578
CV_MAE:  0.34899405427



ITERATION 2400 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.51630556382
AVG_RMSE_PER_AREA:  1.36477983786
STD_RMSE:  0.0996623941662
CV_RMSE:  0.0897030449511
AVG_MAE:  1.22778450271
AVG_MAE_PER_AREA:  1.10509093583
STD_MAE:  0.0754901515541
CV_MAE:  0.067946355442



ITERATION 2401 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.4607495321
AVG_RMSE_PER_AREA:  4.31692135833
STD_RMSE:  37.7041835002
CV_RMSE:  2.93479616528
AVG_MAE:  21.3255487077
AVG_MAE_PER_AREA:  1.65992557748
STD_MAE:  7.13108913397
CV_MAE:  0.555065541853



ITERATION 2402 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.5061174715
AVG_RMSE_PER_AREA:  1.35560985041
STD_RMSE:  0.117385835846
CV_RMSE:  0.105655367781
AVG_MAE:  1.22588054932
AVG_MAE_PER_AREA:  1.10337724616
STD_MAE:  0.0999926808509
CV_MAE:  0.0900003258019



ITERATION 2403 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  58.2919035573
AVG_RMSE_PER_AREA:  4.53729106814
STD_RMSE:  37.5268836343
CV_RMSE:  2.9209956021
AVG_MAE:  22.3871354167
AVG_MAE_PER_AREA:  1.74255674233
STD_MAE:  6.33976839794
CV_MAE:  0.493471181598



ITERATION 2404 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4779904868
AVG_RMSE_PER_AREA:  1.33029361961
STD_RMSE:  0.136146274343
CV_RMSE:  0.122541059439
AVG_MAE:  1.22717514939
AVG_MAE_PER_AREA:  1.10454247572
STD_MAE:  0.0937803361908
CV_MAE:  0.0844087861147



ITERATION 2405 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  55.3947100985
AVG_RMSE_PER_AREA:  4.31178101956
STD_RMSE:  41.8486876282
CV_RMSE:  3.25739365163
AVG_MAE:  21.2422920696
AVG_MAE_PER_AREA:  1.65344509602
STD_MAE:  9.1925301725
CV_MAE:  0.715522782753



ITERATION 2406 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.50427822323
AVG_RMSE_PER_AREA:  1.35395439981
STD_RMSE:  0.151467141213
CV_RMSE:  0.136330898836
AVG_MAE:  1.22890490186
AVG_MAE_PER_AREA:  1.10609937253
STD_MAE:  0.102375438776
CV_MAE:  0.0921449726678



ITERATION 2407 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.7224517793
AVG_RMSE_PER_AREA:  3.63675485278
STD_RMSE:  45.4145672428
CV_RMSE:  3.53495250179
AVG_MAE:  18.7178316527
AVG_MAE_PER_AREA:  1.45694762376
STD_MAE:  8.39849649545
CV_MAE:  0.653717254183



ITERATION 2408 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.49773300747
AVG_RMSE_PER_AREA:  1.34806325312
STD_RMSE:  0.165204027742
CV_RMSE:  0.148695046418
AVG_MAE:  1.22515494702
AVG_MAE_PER_AREA:  1.10272415392
STD_MAE:  0.108958345404
CV_MAE:  0.0980700437445



ITERATION 2409 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.5048822604
AVG_RMSE_PER_AREA:  3.77549463323
STD_RMSE:  47.6492018139
CV_RMSE:  3.7088906795
AVG_MAE:  20.4509178328
AVG_MAE_PER_AREA:  1.5918465714
STD_MAE:  11.9812235641
CV_MAE:  0.932587466619



ITERATION 2410 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4923695821
AVG_RMSE_PER_AREA:  1.34323579949
STD_RMSE:  0.220292063374
CV_RMSE:  0.198278087021
AVG_MAE:  1.22455518196
AVG_MAE_PER_AREA:  1.1021843239
STD_MAE:  0.141470488213
CV_MAE:  0.127333220013



ITERATION 2411 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.7582278219
AVG_RMSE_PER_AREA:  3.56170215278
STD_RMSE:  48.5348445001
CV_RMSE:  3.7778268165
AVG_MAE:  20.5190189466
AVG_MAE_PER_AREA:  1.59714738603
STD_MAE:  12.2705696354
CV_MAE:  0.955109416746



ITERATION 2412 OF 6498
HP:  8
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.49652122453
AVG_RMSE_PER_AREA:  1.3469725647
STD_RMSE:  0.245163424178
CV_RMSE:  0.220664031237
AVG_MAE:  1.24159362896
AVG_MAE_PER_AREA:  1.11752010416
STD_MAE:  0.154799022855
CV_MAE:  0.139329822665



ITERATION 2413 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.3015353869
AVG_RMSE_PER_AREA:  4.4602033702
STD_RMSE:  30.5929282194
CV_RMSE:  2.38127443929
AVG_MAE:  18.6813628344
AVG_MAE_PER_AREA:  1.45410898523
STD_MAE:  3.55152250863
CV_MAE:  0.276441330156



ITERATION 2414 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44929007153
AVG_RMSE_PER_AREA:  1.30446126166
STD_RMSE:  0.0378531516104
CV_RMSE:  0.0340704534429
AVG_MAE:  1.18650902196
AVG_MAE_PER_AREA:  1.06794014956
STD_MAE:  0.034662573198
CV_MAE:  0.0311987122897



ITERATION 2415 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.4690046469
AVG_RMSE_PER_AREA:  4.62891357374
STD_RMSE:  30.4276007156
CV_RMSE:  2.36840577381
AVG_MAE:  19.5944007655
AVG_MAE_PER_AREA:  1.52517749727
STD_MAE:  4.57586268772
CV_MAE:  0.356173321422



ITERATION 2416 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.49606254731
AVG_RMSE_PER_AREA:  1.34655972349
STD_RMSE:  0.058602215776
CV_RMSE:  0.0527460456873
AVG_MAE:  1.21937722853
AVG_MAE_PER_AREA:  1.09752380784
STD_MAE:  0.0547085016518
CV_MAE:  0.0492414337819



ITERATION 2417 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.5681391385
AVG_RMSE_PER_AREA:  4.32528028766
STD_RMSE:  36.1141159139
CV_RMSE:  2.81102941524
AVG_MAE:  19.0456094965
AVG_MAE_PER_AREA:  1.48246100371
STD_MAE:  5.53113207851
CV_MAE:  0.430529021099



ITERATION 2418 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4828318022
AVG_RMSE_PER_AREA:  1.33465113818
STD_RMSE:  0.0720910568127
CV_RMSE:  0.0648869351769
AVG_MAE:  1.20205118249
AVG_MAE_PER_AREA:  1.08192916855
STD_MAE:  0.0637003811186
CV_MAE:  0.0573347469594



ITERATION 2419 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.3105912864
AVG_RMSE_PER_AREA:  4.07172118473
STD_RMSE:  37.6925025765
CV_RMSE:  2.93388695238
AVG_MAE:  18.2860703603
AVG_MAE_PER_AREA:  1.42334044102
STD_MAE:  6.26860672048
CV_MAE:  0.487932140602



ITERATION 2420 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47734761468
AVG_RMSE_PER_AREA:  1.32971499026
STD_RMSE:  0.0909886539466
CV_RMSE:  0.0818960790908
AVG_MAE:  1.19766773981
AVG_MAE_PER_AREA:  1.07798376709
STD_MAE:  0.0933923781296
CV_MAE:  0.084059597038



ITERATION 2421 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.1365816076
AVG_RMSE_PER_AREA:  4.13601413587
STD_RMSE:  39.7404701019
CV_RMSE:  3.09329544985
AVG_MAE:  18.7761983409
AVG_MAE_PER_AREA:  1.46149073588
STD_MAE:  6.88079249621
CV_MAE:  0.535583098673



ITERATION 2422 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47746498406
AVG_RMSE_PER_AREA:  1.32982063082
STD_RMSE:  0.113760759004
CV_RMSE:  0.102392548001
AVG_MAE:  1.20007916153
AVG_MAE_PER_AREA:  1.08015421336
STD_MAE:  0.0806330131838
CV_MAE:  0.0725752864627



ITERATION 2423 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.2498605128
AVG_RMSE_PER_AREA:  4.06699405833
STD_RMSE:  40.3624494053
CV_RMSE:  3.14170871079
AVG_MAE:  19.7010710832
AVG_MAE_PER_AREA:  1.53348043902
STD_MAE:  8.1122617823
CV_MAE:  0.631437484128



ITERATION 2424 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46785580963
AVG_RMSE_PER_AREA:  1.3211717095
STD_RMSE:  0.160513659873
CV_RMSE:  0.144473391065
AVG_MAE:  1.19960999114
AVG_MAE_PER_AREA:  1.07973192757
STD_MAE:  0.117350145978
CV_MAE:  0.105623244432



ITERATION 2425 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.359445509
AVG_RMSE_PER_AREA:  3.6084993832
STD_RMSE:  45.3167717312
CV_RMSE:  3.52734035201
AVG_MAE:  18.4779385154
AVG_MAE_PER_AREA:  1.43827496217
STD_MAE:  10.3154526724
CV_MAE:  0.802928166999



ITERATION 2426 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46488450266
AVG_RMSE_PER_AREA:  1.3184973278
STD_RMSE:  0.1961123901
CV_RMSE:  0.176514709403
AVG_MAE:  1.20300426235
AVG_MAE_PER_AREA:  1.08278700632
STD_MAE:  0.142965572463
CV_MAE:  0.128678899202



ITERATION 2427 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.746166496
AVG_RMSE_PER_AREA:  3.40508850106
STD_RMSE:  47.5201126387
CV_RMSE:  3.69884271185
AVG_MAE:  18.0429617446
AVG_MAE_PER_AREA:  1.4044174949
STD_MAE:  11.9521290453
CV_MAE:  0.930322824491



ITERATION 2428 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45505294532
AVG_RMSE_PER_AREA:  1.30964824649
STD_RMSE:  0.235247012085
CV_RMSE:  0.211738574777
AVG_MAE:  1.19798587427
AVG_MAE_PER_AREA:  1.0782701101
STD_MAE:  0.174177997847
CV_MAE:  0.156772239931



ITERATION 2429 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.6823003172
AVG_RMSE_PER_AREA:  3.32227990816
STD_RMSE:  48.7073247059
CV_RMSE:  3.7912522298
AVG_MAE:  18.6515718981
AVG_MAE_PER_AREA:  1.45179013577
STD_MAE:  12.5223422475
CV_MAE:  0.974706745955



ITERATION 2430 OF 6498
HP:  8
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45375973775
AVG_RMSE_PER_AREA:  1.30848427026
STD_RMSE:  0.261201916788
CV_RMSE:  0.235099783413
AVG_MAE:  1.19314111599
AVG_MAE_PER_AREA:  1.0739094927
STD_MAE:  0.176261006206
CV_MAE:  0.158647091464



ITERATION 2431 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.2061584722
AVG_RMSE_PER_AREA:  4.37494206308
STD_RMSE:  31.3404475648
CV_RMSE:  2.43945941253
AVG_MAE:  18.6631372944
AVG_MAE_PER_AREA:  1.45269035632
STD_MAE:  3.42935139158
CV_MAE:  0.266931846259



ITERATION 2432 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.50720979019
AVG_RMSE_PER_AREA:  1.35659301276
STD_RMSE:  0.0251681336385
CV_RMSE:  0.0226530602842
AVG_MAE:  1.23124368974
AVG_MAE_PER_AREA:  1.10820444332
STD_MAE:  0.0175152067326
CV_MAE:  0.0157648969805



ITERATION 2433 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.3137775596
AVG_RMSE_PER_AREA:  4.61683109858
STD_RMSE:  29.8808911195
CV_RMSE:  2.32585131229
AVG_MAE:  19.9202634195
AVG_MAE_PER_AREA:  1.5505418038
STD_MAE:  3.56512290716
CV_MAE:  0.277499950016



ITERATION 2434 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50858406459
AVG_RMSE_PER_AREA:  1.35782995473
STD_RMSE:  0.0922858915997
CV_RMSE:  0.0830636826637
AVG_MAE:  1.22640696267
AVG_MAE_PER_AREA:  1.10385105456
STD_MAE:  0.072070637264
CV_MAE:  0.0648685561715



ITERATION 2435 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.8935242266
AVG_RMSE_PER_AREA:  4.42844483633
STD_RMSE:  35.3875680427
CV_RMSE:  2.75447680733
AVG_MAE:  20.1853903647
AVG_MAE_PER_AREA:  1.57117859976
STD_MAE:  5.11479200249
CV_MAE:  0.398122185965



ITERATION 2436 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.50437325694
AVG_RMSE_PER_AREA:  1.35403993672
STD_RMSE:  0.0880680694551
CV_RMSE:  0.0792673511326
AVG_MAE:  1.20994136889
AVG_MAE_PER_AREA:  1.08903088181
STD_MAE:  0.0654149283569
CV_MAE:  0.0588779580098



ITERATION 2437 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.2619422848
AVG_RMSE_PER_AREA:  4.22360930153
STD_RMSE:  36.9174487553
CV_RMSE:  2.87355876672
AVG_MAE:  19.6997559572
AVG_MAE_PER_AREA:  1.53337807301
STD_MAE:  5.72995824983
CV_MAE:  0.44600513624



ITERATION 2438 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.50403753711
AVG_RMSE_PER_AREA:  1.35373776567
STD_RMSE:  0.113304966329
CV_RMSE:  0.101982303083
AVG_MAE:  1.21656027262
AVG_MAE_PER_AREA:  1.09498835277
STD_MAE:  0.0862834562194
CV_MAE:  0.0776610758405



ITERATION 2439 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.2145455447
AVG_RMSE_PER_AREA:  4.21992006182
STD_RMSE:  39.5861860421
CV_RMSE:  3.08128637751
AVG_MAE:  20.3278851339
AVG_MAE_PER_AREA:  1.5822700242
STD_MAE:  7.06681156613
CV_MAE:  0.550062342152



ITERATION 2440 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.50376748969
AVG_RMSE_PER_AREA:  1.35349470432
STD_RMSE:  0.149611437523
CV_RMSE:  0.13466063722
AVG_MAE:  1.21239507761
AVG_MAE_PER_AREA:  1.09123938929
STD_MAE:  0.0926168954331
CV_MAE:  0.0833616089978



ITERATION 2441 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.692984937
AVG_RMSE_PER_AREA:  4.02364830322
STD_RMSE:  41.1493837866
CV_RMSE:  3.20296164854
AVG_MAE:  20.0198911992
AVG_MAE_PER_AREA:  1.55829657259
STD_MAE:  8.20038920242
CV_MAE:  0.63829709467



ITERATION 2442 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.50556627985
AVG_RMSE_PER_AREA:  1.35511373982
STD_RMSE:  0.191805080597
CV_RMSE:  0.172637833062
AVG_MAE:  1.21981336061
AVG_MAE_PER_AREA:  1.09791635686
STD_MAE:  0.136506237108
CV_MAE:  0.122865050813



ITERATION 2443 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.7046958106
AVG_RMSE_PER_AREA:  3.79104760339
STD_RMSE:  43.6006362834
CV_RMSE:  3.39376080555
AVG_MAE:  19.4867235994
AVG_MAE_PER_AREA:  1.51679618505
STD_MAE:  9.55981286534
CV_MAE:  0.74411111801



ITERATION 2444 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48826378968
AVG_RMSE_PER_AREA:  1.33954030246
STD_RMSE:  0.206684766142
CV_RMSE:  0.186030578766
AVG_MAE:  1.20967780712
AVG_MAE_PER_AREA:  1.08879365799
STD_MAE:  0.147072571994
CV_MAE:  0.132375482719



ITERATION 2445 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.4640540347
AVG_RMSE_PER_AREA:  3.61664184038
STD_RMSE:  46.5888042936
CV_RMSE:  3.62635207802
AVG_MAE:  19.8045687135
AVG_MAE_PER_AREA:  1.54153642698
STD_MAE:  11.6390240312
CV_MAE:  0.905951539678



ITERATION 2446 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.48124520094
AVG_RMSE_PER_AREA:  1.33322308735
STD_RMSE:  0.247318082352
CV_RMSE:  0.222603372556
AVG_MAE:  1.20536943603
AVG_MAE_PER_AREA:  1.08491582615
STD_MAE:  0.179188549605
CV_MAE:  0.16128208292



ITERATION 2447 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.430602591
AVG_RMSE_PER_AREA:  3.45836323718
STD_RMSE:  47.6885781258
CV_RMSE:  3.71195562982
AVG_MAE:  19.4003313499
AVG_MAE_PER_AREA:  1.5100716357
STD_MAE:  12.2452427931
CV_MAE:  0.953138040818



ITERATION 2448 OF 6498
HP:  8
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45643215011
AVG_RMSE_PER_AREA:  1.31088962615
STD_RMSE:  0.296446330737
CV_RMSE:  0.266822192605
AVG_MAE:  1.19858714765
AVG_MAE_PER_AREA:  1.07881129771
STD_MAE:  0.20867893674
CV_MAE:  0.187825470172



ITERATION 2449 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.7892062164
AVG_RMSE_PER_AREA:  4.49816240677
STD_RMSE:  31.2672340877
CV_RMSE:  2.43376066476
AVG_MAE:  18.7842349582
AVG_MAE_PER_AREA:  1.46211628539
STD_MAE:  3.21488413142
CV_MAE:  0.2502382692



ITERATION 2450 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49495282408
AVG_RMSE_PER_AREA:  1.34556089586
STD_RMSE:  0.0291152207911
CV_RMSE:  0.026205711605
AVG_MAE:  1.20452467018
AVG_MAE_PER_AREA:  1.08415547848
STD_MAE:  0.0268947429569
CV_MAE:  0.0242071280405



ITERATION 2451 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.9125182142
AVG_RMSE_PER_AREA:  4.74127293783
STD_RMSE:  30.7046113947
CV_RMSE:  2.3899675689
AVG_MAE:  21.0451238331
AVG_MAE_PER_AREA:  1.63809803023
STD_MAE:  6.01045990855
CV_MAE:  0.467838660161



ITERATION 2452 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50627627675
AVG_RMSE_PER_AREA:  1.35575278612
STD_RMSE:  0.0810184974073
CV_RMSE:  0.0729222489145
AVG_MAE:  1.20702989506
AVG_MAE_PER_AREA:  1.08641035407
STD_MAE:  0.0890020174445
CV_MAE:  0.0801079688919



ITERATION 2453 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.8840303686
AVG_RMSE_PER_AREA:  4.50554327362
STD_RMSE:  35.9031476209
CV_RMSE:  2.79460818874
AVG_MAE:  20.4084354009
AVG_MAE_PER_AREA:  1.58853984873
STD_MAE:  6.58152906737
CV_MAE:  0.512289207072



ITERATION 2454 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.50741555483
AVG_RMSE_PER_AREA:  1.35677821516
STD_RMSE:  0.0827926653723
CV_RMSE:  0.0745191227409
AVG_MAE:  1.20545201606
AVG_MAE_PER_AREA:  1.08499015389
STD_MAE:  0.0650374764412
CV_MAE:  0.0585382251904



ITERATION 2455 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.1086129333
AVG_RMSE_PER_AREA:  4.28951195587
STD_RMSE:  37.7790567939
CV_RMSE:  2.94062410889
AVG_MAE:  20.4747833064
AVG_MAE_PER_AREA:  1.59370419817
STD_MAE:  7.56018464239
CV_MAE:  0.588465226868



ITERATION 2456 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.50355636473
AVG_RMSE_PER_AREA:  1.35330467726
STD_RMSE:  0.141873649108
CV_RMSE:  0.127696092692
AVG_MAE:  1.21980382693
AVG_MAE_PER_AREA:  1.09790777589
STD_MAE:  0.115939066006
CV_MAE:  0.104353174901



ITERATION 2457 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.4357396062
AVG_RMSE_PER_AREA:  4.23713723571
STD_RMSE:  40.5175191185
CV_RMSE:  3.15377893636
AVG_MAE:  20.3578263575
AVG_MAE_PER_AREA:  1.58460057163
STD_MAE:  8.26981961149
CV_MAE:  0.64370137821



ITERATION 2458 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48601454041
AVG_RMSE_PER_AREA:  1.33751582261
STD_RMSE:  0.157637127071
CV_RMSE:  0.141884312673
AVG_MAE:  1.19697481011
AVG_MAE_PER_AREA:  1.07736008245
STD_MAE:  0.10151053409
CV_MAE:  0.0913664986545



ITERATION 2459 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.1448368424
AVG_RMSE_PER_AREA:  4.05881928734
STD_RMSE:  41.908991072
CV_RMSE:  3.26208751578
AVG_MAE:  20.5259501934
AVG_MAE_PER_AREA:  1.59768689636
STD_MAE:  9.67067676064
CV_MAE:  0.752740476999



ITERATION 2460 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48579806521
AVG_RMSE_PER_AREA:  1.33732097996
STD_RMSE:  0.157951598666
CV_RMSE:  0.14216735885
AVG_MAE:  1.20844628092
AVG_MAE_PER_AREA:  1.08768519927
STD_MAE:  0.119541304318
CV_MAE:  0.107595438425



ITERATION 2461 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.1258269669
AVG_RMSE_PER_AREA:  3.82382736383
STD_RMSE:  44.3798918776
CV_RMSE:  3.45441604636
AVG_MAE:  19.7309970588
AVG_MAE_PER_AREA:  1.5358097996
STD_MAE:  10.6533949462
CV_MAE:  0.829232719895



ITERATION 2462 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48320899588
AVG_RMSE_PER_AREA:  1.33499063857
STD_RMSE:  0.191002585406
CV_RMSE:  0.171915531909
AVG_MAE:  1.21052540891
AVG_MAE_PER_AREA:  1.0895565582
STD_MAE:  0.145286377117
CV_MAE:  0.13076778384



ITERATION 2463 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.0617830238
AVG_RMSE_PER_AREA:  3.66316751956
STD_RMSE:  47.0965290412
CV_RMSE:  3.66587205973
AVG_MAE:  19.8407222918
AVG_MAE_PER_AREA:  1.54435052806
STD_MAE:  12.6096327091
CV_MAE:  0.981501209807



ITERATION 2464 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46983067166
AVG_RMSE_PER_AREA:  1.32294922186
STD_RMSE:  0.215999241713
CV_RMSE:  0.19441425074
AVG_MAE:  1.20817131691
AVG_MAE_PER_AREA:  1.08743771265
STD_MAE:  0.154663005442
CV_MAE:  0.13920739759



ITERATION 2465 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.8676460939
AVG_RMSE_PER_AREA:  3.57021898819
STD_RMSE:  47.9445381653
CV_RMSE:  3.73187889755
AVG_MAE:  20.2174306152
AVG_MAE_PER_AREA:  1.57367253003
STD_MAE:  12.2770712469
CV_MAE:  0.955615485374



ITERATION 2466 OF 6498
HP:  8
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45331768556
AVG_RMSE_PER_AREA:  1.30808639273
STD_RMSE:  0.257564796745
CV_RMSE:  0.231826123921
AVG_MAE:  1.1995712426
AVG_MAE_PER_AREA:  1.07969705121
STD_MAE:  0.167238481661
CV_MAE:  0.150526195597



ITERATION 2467 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.7115650876
AVG_RMSE_PER_AREA:  4.80346868064
STD_RMSE:  29.0089244606
CV_RMSE:  2.2579796819
AVG_MAE:  20.7202545705
AVG_MAE_PER_AREA:  1.61281104673
STD_MAE:  2.29603307137
CV_MAE:  0.178717278234



ITERATION 2468 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45478719217
AVG_RMSE_PER_AREA:  1.30940905028
STD_RMSE:  0.035786923556
CV_RMSE:  0.0322107053444
AVG_MAE:  1.17175397049
AVG_MAE_PER_AREA:  1.05465958314
STD_MAE:  0.0229039035687
CV_MAE:  0.0206150966828



ITERATION 2469 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.8200150583
AVG_RMSE_PER_AREA:  4.81191014599
STD_RMSE:  28.6297732129
CV_RMSE:  2.22846752901
AVG_MAE:  20.5511946649
AVG_MAE_PER_AREA:  1.59965186076
STD_MAE:  3.49843365873
CV_MAE:  0.272309031333



ITERATION 2470 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45508693871
AVG_RMSE_PER_AREA:  1.30967884289
STD_RMSE:  0.0758540840939
CV_RMSE:  0.0682739198885
AVG_MAE:  1.16795624035
AVG_MAE_PER_AREA:  1.05124136346
STD_MAE:  0.0762130547756
CV_MAE:  0.0685970183196



ITERATION 2471 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.8927657014
AVG_RMSE_PER_AREA:  4.42838579469
STD_RMSE:  35.9157391402
CV_RMSE:  2.79558828004
AVG_MAE:  19.7555934641
AVG_MAE_PER_AREA:  1.53772432019
STD_MAE:  4.91135307399
CV_MAE:  0.38228702573



ITERATION 2472 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43871120484
AVG_RMSE_PER_AREA:  1.29493955026
STD_RMSE:  0.101885420938
CV_RMSE:  0.0917039227354
AVG_MAE:  1.15471579442
AVG_MAE_PER_AREA:  1.03932404674
STD_MAE:  0.0728263713325
CV_MAE:  0.0655487690811



ITERATION 2473 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.3172083674
AVG_RMSE_PER_AREA:  4.38358589982
STD_RMSE:  37.027983728
CV_RMSE:  2.88216252323
AVG_MAE:  19.7308490455
AVG_MAE_PER_AREA:  1.53579827862
STD_MAE:  6.05268605378
CV_MAE:  0.471125434136



ITERATION 2474 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43276763943
AVG_RMSE_PER_AREA:  1.28958993048
STD_RMSE:  0.11844510752
CV_RMSE:  0.106608785521
AVG_MAE:  1.15303671193
AVG_MAE_PER_AREA:  1.03781275641
STD_MAE:  0.0869344084276
CV_MAE:  0.0782469778317



ITERATION 2475 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.8362866141
AVG_RMSE_PER_AREA:  4.26831477925
STD_RMSE:  39.8553158977
CV_RMSE:  3.10223474968
AVG_MAE:  20.4159594646
AVG_MAE_PER_AREA:  1.58912550239
STD_MAE:  6.77480612481
CV_MAE:  0.527333393534



ITERATION 2476 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45092166559
AVG_RMSE_PER_AREA:  1.30592980911
STD_RMSE:  0.161843748093
CV_RMSE:  0.145670562419
AVG_MAE:  1.18110321074
AVG_MAE_PER_AREA:  1.06307454573
STD_MAE:  0.10978857214
CV_MAE:  0.0988173052049



ITERATION 2477 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.7951919885
AVG_RMSE_PER_AREA:  4.10944125053
STD_RMSE:  42.3671141619
CV_RMSE:  3.2977466327
AVG_MAE:  20.0396856867
AVG_MAE_PER_AREA:  1.55983732432
STD_MAE:  7.94473445516
CV_MAE:  0.618397590099



ITERATION 2478 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44874487968
AVG_RMSE_PER_AREA:  1.3039705513
STD_RMSE:  0.159189000508
CV_RMSE:  0.143281106056
AVG_MAE:  1.17494856489
AVG_MAE_PER_AREA:  1.05753493896
STD_MAE:  0.111479689701
CV_MAE:  0.100339427926



ITERATION 2479 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.5395366475
AVG_RMSE_PER_AREA:  3.93386687043
STD_RMSE:  44.5021044204
CV_RMSE:  3.46392875473
AVG_MAE:  19.9351317927
AVG_MAE_PER_AREA:  1.55169911952
STD_MAE:  10.0069968458
CV_MAE:  0.778918762928



ITERATION 2480 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43225709978
AVG_RMSE_PER_AREA:  1.2891304095
STD_RMSE:  0.206084937206
CV_RMSE:  0.185490691254
AVG_MAE:  1.15578742649
AVG_MAE_PER_AREA:  1.04028858969
STD_MAE:  0.128867026714
CV_MAE:  0.115989233318



ITERATION 2481 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.0079149132
AVG_RMSE_PER_AREA:  3.8146493944
STD_RMSE:  46.8586153098
CV_RMSE:  3.64735346997
AVG_MAE:  20.3400843254
AVG_MAE_PER_AREA:  1.58321957773
STD_MAE:  11.0510599908
CV_MAE:  0.860185938868



ITERATION 2482 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43673240098
AVG_RMSE_PER_AREA:  1.29315848998
STD_RMSE:  0.235907442443
CV_RMSE:  0.212333007759
AVG_MAE:  1.16839768305
AVG_MAE_PER_AREA:  1.05163869241
STD_MAE:  0.166609200369
CV_MAE:  0.149959798929



ITERATION 2483 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.4389463532
AVG_RMSE_PER_AREA:  3.61468752337
STD_RMSE:  48.5729129703
CV_RMSE:  3.78078996781
AVG_MAE:  19.9660105903
AVG_MAE_PER_AREA:  1.5541026453
STD_MAE:  12.7088950431
CV_MAE:  0.989227533256



ITERATION 2484 OF 6498
HP:  8
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43037031654
AVG_RMSE_PER_AREA:  1.28743217414
STD_RMSE:  0.280795316305
CV_RMSE:  0.252735197577
AVG_MAE:  1.17237590631
AVG_MAE_PER_AREA:  1.05521936838
STD_MAE:  0.191364151262
CV_MAE:  0.172240966177



ITERATION 2485 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  64.2420019512
AVG_RMSE_PER_AREA:  5.00043134405
STD_RMSE:  27.0120521547
CV_RMSE:  2.10254830421
AVG_MAE:  22.6435979438
AVG_MAE_PER_AREA:  1.7625191224
STD_MAE:  1.76471441714
CV_MAE:  0.137360807832



ITERATION 2486 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49861501056
AVG_RMSE_PER_AREA:  1.34885711688
STD_RMSE:  0.0798084552687
CV_RMSE:  0.071833127333
AVG_MAE:  1.21363091382
AVG_MAE_PER_AREA:  1.09235172732
STD_MAE:  0.04708420805
CV_MAE:  0.0423790424315



ITERATION 2487 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.4305222568
AVG_RMSE_PER_AREA:  4.62591820398
STD_RMSE:  31.1341597168
CV_RMSE:  2.42340249977
AVG_MAE:  21.6365242485
AVG_MAE_PER_AREA:  1.68413110959
STD_MAE:  5.82842711233
CV_MAE:  0.453669697921



ITERATION 2488 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48977923804
AVG_RMSE_PER_AREA:  1.34090431075
STD_RMSE:  0.0662817998885
CV_RMSE:  0.0596582023197
AVG_MAE:  1.19759058706
AVG_MAE_PER_AREA:  1.07791432428
STD_MAE:  0.0592017035295
CV_MAE:  0.0532856261112



ITERATION 2489 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.6056138652
AVG_RMSE_PER_AREA:  4.25035980884
STD_RMSE:  37.1150706945
CV_RMSE:  2.88894114755
AVG_MAE:  18.4292082628
AVG_MAE_PER_AREA:  1.43448192529
STD_MAE:  5.97981144066
CV_MAE:  0.465453062657



ITERATION 2490 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47077185912
AVG_RMSE_PER_AREA:  1.32379635564
STD_RMSE:  0.0856930666991
CV_RMSE:  0.0771296844554
AVG_MAE:  1.18196111014
AVG_MAE_PER_AREA:  1.06384671451
STD_MAE:  0.0797932283392
CV_MAE:  0.0718194220437



ITERATION 2491 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.4908691497
AVG_RMSE_PER_AREA:  4.24142837684
STD_RMSE:  36.3462017002
CV_RMSE:  2.82909437282
AVG_MAE:  20.2769544851
AVG_MAE_PER_AREA:  1.57830571417
STD_MAE:  7.35651289303
CV_MAE:  0.572611944459



ITERATION 2492 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.48157687401
AVG_RMSE_PER_AREA:  1.33352161605
STD_RMSE:  0.111054665506
CV_RMSE:  0.0999568767667
AVG_MAE:  1.1751124846
AVG_MAE_PER_AREA:  1.05768247804
STD_MAE:  0.0817013801462
CV_MAE:  0.0735368905909



ITERATION 2493 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.7685853011
AVG_RMSE_PER_AREA:  3.95169542546
STD_RMSE:  41.4988364067
CV_RMSE:  3.23016213703
AVG_MAE:  18.0972768665
AVG_MAE_PER_AREA:  1.40864524356
STD_MAE:  7.21153011742
CV_MAE:  0.561326860037



ITERATION 2494 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48849336985
AVG_RMSE_PER_AREA:  1.33974694048
STD_RMSE:  0.137325685772
CV_RMSE:  0.123602611264
AVG_MAE:  1.18717193612
AVG_MAE_PER_AREA:  1.06853681814
STD_MAE:  0.0946814655472
CV_MAE:  0.0852198648354



ITERATION 2495 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.3391681041
AVG_RMSE_PER_AREA:  3.91827070104
STD_RMSE:  42.8895090202
CV_RMSE:  3.33840849789
AVG_MAE:  18.2261605416
AVG_MAE_PER_AREA:  1.41867721562
STD_MAE:  8.02619074117
CV_MAE:  0.62473793681



ITERATION 2496 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4535070359
AVG_RMSE_PER_AREA:  1.30825682113
STD_RMSE:  0.183085295626
CV_RMSE:  0.164789423743
AVG_MAE:  1.16169492598
AVG_MAE_PER_AREA:  1.04560574765
STD_MAE:  0.133311519306
CV_MAE:  0.119989583923



ITERATION 2497 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.4229107869
AVG_RMSE_PER_AREA:  3.691276771
STD_RMSE:  43.4492339022
CV_RMSE:  3.38197603563
AVG_MAE:  18.9647890756
AVG_MAE_PER_AREA:  1.4761701511
STD_MAE:  9.33488018264
CV_MAE:  0.726602939518



ITERATION 2498 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44611531419
AVG_RMSE_PER_AREA:  1.30160376057
STD_RMSE:  0.204287529089
CV_RMSE:  0.183872899684
AVG_MAE:  1.16379946263
AVG_MAE_PER_AREA:  1.04749997613
STD_MAE:  0.13547036134
CV_MAE:  0.121932691006



ITERATION 2499 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.9619204841
AVG_RMSE_PER_AREA:  3.577557063
STD_RMSE:  46.3888045584
CV_RMSE:  3.6107846157
AVG_MAE:  19.7801575989
AVG_MAE_PER_AREA:  1.53963632894
STD_MAE:  11.7781562703
CV_MAE:  0.91678123347



ITERATION 2500 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42675087557
AVG_RMSE_PER_AREA:  1.28417442703
STD_RMSE:  0.238290140664
CV_RMSE:  0.214477600887
AVG_MAE:  1.16009070141
AVG_MAE_PER_AREA:  1.04416183462
STD_MAE:  0.168989892098
CV_MAE:  0.152102586075



ITERATION 2501 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.575785195
AVG_RMSE_PER_AREA:  3.39182646108
STD_RMSE:  49.6666871859
CV_RMSE:  3.86592652496
AVG_MAE:  18.441119823
AVG_MAE_PER_AREA:  1.43540909034
STD_MAE:  12.4316204192
CV_MAE:  0.967645193383



ITERATION 2502 OF 6498
HP:  8
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.47103943637
AVG_RMSE_PER_AREA:  1.32403719366
STD_RMSE:  0.284201351379
CV_RMSE:  0.255800864621
AVG_MAE:  1.18914067018
AVG_MAE_PER_AREA:  1.0703088149
STD_MAE:  0.182858786716
CV_MAE:  0.164585550063



ITERATION 2503 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.3290523608
AVG_RMSE_PER_AREA:  4.22883297635
STD_RMSE:  34.4837522907
CV_RMSE:  2.68412612586
AVG_MAE:  14.9735759455
AVG_MAE_PER_AREA:  1.16550443971
STD_MAE:  3.86339533866
CV_MAE:  0.300716704946



ITERATION 2504 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43598234797
AVG_RMSE_PER_AREA:  1.29248339041
STD_RMSE:  0.0551047123149
CV_RMSE:  0.0495980507709
AVG_MAE:  1.13118382214
AVG_MAE_PER_AREA:  1.0181436448
STD_MAE:  0.0179594066386
CV_MAE:  0.0161647076059



ITERATION 2505 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  63.8709895038
AVG_RMSE_PER_AREA:  4.97155269435
STD_RMSE:  28.1307619711
CV_RMSE:  2.18962578407
AVG_MAE:  20.7183916636
AVG_MAE_PER_AREA:  1.61266604287
STD_MAE:  5.06335324085
CV_MAE:  0.394118325745



ITERATION 2506 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45497239866
AVG_RMSE_PER_AREA:  1.30957574893
STD_RMSE:  0.0622231485651
CV_RMSE:  0.0560051355321
AVG_MAE:  1.14180515902
AVG_MAE_PER_AREA:  1.02770358229
STD_MAE:  0.0114048971742
CV_MAE:  0.0102651959391



ITERATION 2507 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.1056125202
AVG_RMSE_PER_AREA:  4.44495324079
STD_RMSE:  35.9351192397
CV_RMSE:  2.79709677689
AVG_MAE:  18.3258099183
AVG_MAE_PER_AREA:  1.42643366547
STD_MAE:  5.71516588405
CV_MAE:  0.444853736731



ITERATION 2508 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47324160262
AVG_RMSE_PER_AREA:  1.32601929554
STD_RMSE:  0.0811300238084
CV_RMSE:  0.0730226303859
AVG_MAE:  1.14316899572
AVG_MAE_PER_AREA:  1.02893112962
STD_MAE:  0.0504349914573
CV_MAE:  0.0453949791559



ITERATION 2509 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.5408867749
AVG_RMSE_PER_AREA:  4.24532161947
STD_RMSE:  39.7113029488
CV_RMSE:  3.09102515406
AVG_MAE:  18.9086615245
AVG_MAE_PER_AREA:  1.47180132763
STD_MAE:  9.85224603047
CV_MAE:  0.766873359543



ITERATION 2510 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46448996694
AVG_RMSE_PER_AREA:  1.31814221838
STD_RMSE:  0.109595199461
CV_RMSE:  0.0986432564249
AVG_MAE:  1.16318824678
AVG_MAE_PER_AREA:  1.04694983961
STD_MAE:  0.0894785391048
CV_MAE:  0.0805368713307



ITERATION 2511 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.9193266088
AVG_RMSE_PER_AREA:  4.04126615379
STD_RMSE:  41.2818474661
CV_RMSE:  3.21327227888
AVG_MAE:  17.3838909314
AVG_MAE_PER_AREA:  1.35311712672
STD_MAE:  7.93814562618
CV_MAE:  0.617884732686



ITERATION 2512 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46210416725
AVG_RMSE_PER_AREA:  1.31599483371
STD_RMSE:  0.158140467909
CV_RMSE:  0.142337354226
AVG_MAE:  1.15626594555
AVG_MAE_PER_AREA:  1.04071928993
STD_MAE:  0.104840349984
CV_MAE:  0.0943635631673



ITERATION 2513 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.484434397
AVG_RMSE_PER_AREA:  4.24092751232
STD_RMSE:  40.530257818
CV_RMSE:  3.1547704838
AVG_MAE:  19.0242625725
AVG_MAE_PER_AREA:  1.48079941434
STD_MAE:  7.74836428696
CV_MAE:  0.603112643891



ITERATION 2514 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47129134724
AVG_RMSE_PER_AREA:  1.32426393086
STD_RMSE:  0.0988685536689
CV_RMSE:  0.088988533621
AVG_MAE:  1.14817147069
AVG_MAE_PER_AREA:  1.03343370294
STD_MAE:  0.0740597911854
CV_MAE:  0.0666589322217



ITERATION 2515 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.1039630904
AVG_RMSE_PER_AREA:  3.74428812155
STD_RMSE:  45.4670063324
CV_RMSE:  3.53903422495
AVG_MAE:  17.2355570728
AVG_MAE_PER_AREA:  1.34157120266
STD_MAE:  9.27427442021
CV_MAE:  0.721885543657



ITERATION 2516 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45209598564
AVG_RMSE_PER_AREA:  1.30698677834
STD_RMSE:  0.165181866501
CV_RMSE:  0.148675099769
AVG_MAE:  1.14666030635
AVG_MAE_PER_AREA:  1.03207355056
STD_MAE:  0.116236645524
CV_MAE:  0.104621017041



ITERATION 2517 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.5254221047
AVG_RMSE_PER_AREA:  3.6214185723
STD_RMSE:  48.7388829846
CV_RMSE:  3.79370864463
AVG_MAE:  18.0868792641
AVG_MAE_PER_AREA:  1.40783592107
STD_MAE:  10.8574235871
CV_MAE:  0.845113781822



ITERATION 2518 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44422090714
AVG_RMSE_PER_AREA:  1.29989866325
STD_RMSE:  0.22682769602
CV_RMSE:  0.204160608246
AVG_MAE:  1.14391450783
AVG_MAE_PER_AREA:  1.02960214206
STD_MAE:  0.153475374057
CV_MAE:  0.138138447236



ITERATION 2519 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.0664170953
AVG_RMSE_PER_AREA:  3.58569080905
STD_RMSE:  49.421649524
CV_RMSE:  3.84685342686
AVG_MAE:  19.0163839362
AVG_MAE_PER_AREA:  1.48018616166
STD_MAE:  12.7509729012
CV_MAE:  0.992502764951



ITERATION 2520 OF 6498
HP:  8
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.47262204122
AVG_RMSE_PER_AREA:  1.32546164744
STD_RMSE:  0.292769305031
CV_RMSE:  0.263512615257
AVG_MAE:  1.18331722934
AVG_MAE_PER_AREA:  1.06506731554
STD_MAE:  0.210305920488
CV_MAE:  0.189289868028



ITERATION 2521 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.712257864
AVG_RMSE_PER_AREA:  4.258660702
STD_RMSE:  34.4875001653
CV_RMSE:  2.68441785074
AVG_MAE:  12.8944789146
AVG_MAE_PER_AREA:  1.00367290202
STD_MAE:  4.15951326306
CV_MAE:  0.323765758614



ITERATION 2522 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.65572762289
AVG_RMSE_PER_AREA:  1.49026933003
STD_RMSE:  0.140005489908
CV_RMSE:  0.126014620256
AVG_MAE:  1.10145584466
AVG_MAE_PER_AREA:  0.991386409804
STD_MAE:  0.0342616054944
CV_MAE:  0.0308378136354



ITERATION 2523 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.6208833369
AVG_RMSE_PER_AREA:  4.25154834504
STD_RMSE:  34.0771766176
CV_RMSE:  2.65247932661
AVG_MAE:  13.3437606189
AVG_MAE_PER_AREA:  1.03864382833
STD_MAE:  4.81119311284
CV_MAE:  0.374490833302



ITERATION 2524 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.67067396945
AVG_RMSE_PER_AREA:  1.50372207525
STD_RMSE:  0.141035229851
CV_RMSE:  0.126941457396
AVG_MAE:  1.11250188185
AVG_MAE_PER_AREA:  1.00132860695
STD_MAE:  0.0838221375197
CV_MAE:  0.0754457188464



ITERATION 2525 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.2696567505
AVG_RMSE_PER_AREA:  3.99069753163
STD_RMSE:  39.4707775807
CV_RMSE:  3.07230328125
AVG_MAE:  12.9051588697
AVG_MAE_PER_AREA:  1.00450420211
STD_MAE:  6.00002795706
CV_MAE:  0.467026664027



ITERATION 2526 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.68567183543
AVG_RMSE_PER_AREA:  1.51722119152
STD_RMSE:  0.171104474435
CV_RMSE:  0.154005856371
AVG_MAE:  1.10748632574
AVG_MAE_PER_AREA:  0.996814259698
STD_MAE:  0.121672511887
CV_MAE:  0.109513672578



ITERATION 2527 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.7485319745
AVG_RMSE_PER_AREA:  3.95013452636
STD_RMSE:  39.8475278317
CV_RMSE:  3.10162854676
AVG_MAE:  12.8347809538
AVG_MAE_PER_AREA:  0.999026167091
STD_MAE:  5.86388420197
CV_MAE:  0.45642958611



ITERATION 2528 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.66511282143
AVG_RMSE_PER_AREA:  1.49871665756
STD_RMSE:  0.144356100068
CV_RMSE:  0.129930470181
AVG_MAE:  1.09057838025
AVG_MAE_PER_AREA:  0.981595939818
STD_MAE:  0.130463708327
CV_MAE:  0.117426357158



ITERATION 2529 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.7004831101
AVG_RMSE_PER_AREA:  3.71288228301
STD_RMSE:  43.5422368094
CV_RMSE:  3.38921514148
AVG_MAE:  12.9010225773
AVG_MAE_PER_AREA:  1.0041822438
STD_MAE:  7.94507811379
CV_MAE:  0.618424339598



ITERATION 2530 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.64916237841
AVG_RMSE_PER_AREA:  1.48436015611
STD_RMSE:  0.183875711644
CV_RMSE:  0.165500852805
AVG_MAE:  1.09858605079
AVG_MAE_PER_AREA:  0.988803396924
STD_MAE:  0.183058927448
CV_MAE:  0.164765690559



ITERATION 2531 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.1033064922
AVG_RMSE_PER_AREA:  3.66639959899
STD_RMSE:  44.4502731965
CV_RMSE:  3.45989434626
AVG_MAE:  12.9412427466
AVG_MAE_PER_AREA:  1.0073128778
STD_MAE:  7.71274025262
CV_MAE:  0.600339761159



ITERATION 2532 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.64377836657
AVG_RMSE_PER_AREA:  1.47951417322
STD_RMSE:  0.222210861747
CV_RMSE:  0.200005138214
AVG_MAE:  1.10566468894
AVG_MAE_PER_AREA:  0.995174660639
STD_MAE:  0.143573620292
CV_MAE:  0.129226184285



ITERATION 2533 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.8117385512
AVG_RMSE_PER_AREA:  3.4101924603
STD_RMSE:  47.1897908019
CV_RMSE:  3.67313131406
AVG_MAE:  12.827097619
AVG_MAE_PER_AREA:  0.998428116176
STD_MAE:  8.94940652936
CV_MAE:  0.69659866693



ITERATION 2534 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.67257760504
AVG_RMSE_PER_AREA:  1.50543547889
STD_RMSE:  0.209540574266
CV_RMSE:  0.188601003516
AVG_MAE:  1.09364431409
AVG_MAE_PER_AREA:  0.984355492245
STD_MAE:  0.156796176052
CV_MAE:  0.141127398616



ITERATION 2535 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.20924632
AVG_RMSE_PER_AREA:  3.20762119338
STD_RMSE:  49.8689562876
CV_RMSE:  3.8816706289
AVG_MAE:  12.8787487817
AVG_MAE_PER_AREA:  1.00244850914
STD_MAE:  11.0434215306
CV_MAE:  0.85959138087



ITERATION 2536 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.66597531867
AVG_RMSE_PER_AREA:  1.49949296471
STD_RMSE:  0.324089544138
CV_RMSE:  0.291702995791
AVG_MAE:  1.10635869549
AVG_MAE_PER_AREA:  0.995799314519
STD_MAE:  0.260007685443
CV_MAE:  0.234024892639



ITERATION 2537 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  37.9442370777
AVG_RMSE_PER_AREA:  2.95348131513
STD_RMSE:  51.774597462
CV_RMSE:  4.03000081118
AVG_MAE:  12.8302626096
AVG_MAE_PER_AREA:  0.998674470855
STD_MAE:  12.5128224169
CV_MAE:  0.973965746953



ITERATION 2538 OF 6498
HP:  8
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.62021910428
AVG_RMSE_PER_AREA:  1.45830920838
STD_RMSE:  0.367019213126
CV_RMSE:  0.330342665841
AVG_MAE:  1.09968391911
AVG_MAE_PER_AREA:  0.989791554313
STD_MAE:  0.253173565846
CV_MAE:  0.227873712522



ITERATION 2539 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.2145875986
AVG_RMSE_PER_AREA:  4.45343557915
STD_RMSE:  31.1488537154
CV_RMSE:  2.42454624263
AVG_MAE:  19.4509505366
AVG_MAE_PER_AREA:  1.51401170232
STD_MAE:  4.00537102581
CV_MAE:  0.311767725378



ITERATION 2540 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46801322568
AVG_RMSE_PER_AREA:  1.32131339483
STD_RMSE:  0.0234229722947
CV_RMSE:  0.0210822944223
AVG_MAE:  1.18351324735
AVG_MAE_PER_AREA:  1.0652437453
STD_MAE:  0.0221998349298
CV_MAE:  0.0199813862318



ITERATION 2541 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.7781927072
AVG_RMSE_PER_AREA:  4.73081738765
STD_RMSE:  30.7868238758
CV_RMSE:  2.39636677588
AVG_MAE:  21.2096946882
AVG_MAE_PER_AREA:  1.65090780012
STD_MAE:  5.52299918374
CV_MAE:  0.429895977597



ITERATION 2542 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.49120217143
AVG_RMSE_PER_AREA:  1.34218504917
STD_RMSE:  0.111564714011
CV_RMSE:  0.100415955683
AVG_MAE:  1.20746836853
AVG_MAE_PER_AREA:  1.08680501051
STD_MAE:  0.110496470276
CV_MAE:  0.099454462468



ITERATION 2543 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.0332014978
AVG_RMSE_PER_AREA:  4.43931695401
STD_RMSE:  37.0004918878
CV_RMSE:  2.88002262945
AVG_MAE:  20.9124515061
AVG_MAE_PER_AREA:  1.6277711593
STD_MAE:  7.2221172928
CV_MAE:  0.562150938396



ITERATION 2544 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.49788567485
AVG_RMSE_PER_AREA:  1.34820066432
STD_RMSE:  0.106495355383
CV_RMSE:  0.0958531824457
AVG_MAE:  1.20689631203
AVG_MAE_PER_AREA:  1.08629012011
STD_MAE:  0.0738629991552
CV_MAE:  0.0664818057892



ITERATION 2545 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.9729129425
AVG_RMSE_PER_AREA:  4.20111200477
STD_RMSE:  37.8528063533
CV_RMSE:  2.94636458392
AVG_MAE:  20.2575382302
AVG_MAE_PER_AREA:  1.57679440308
STD_MAE:  7.77056344599
CV_MAE:  0.604840569038



ITERATION 2546 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47108833048
AVG_RMSE_PER_AREA:  1.32408120174
STD_RMSE:  0.113985660288
CV_RMSE:  0.102594974706
AVG_MAE:  1.19043782363
AVG_MAE_PER_AREA:  1.07147634269
STD_MAE:  0.089105744583
CV_MAE:  0.0802013304878



ITERATION 2547 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.7954032895
AVG_RMSE_PER_AREA:  4.26513252696
STD_RMSE:  39.5034649719
CV_RMSE:  3.07484758327
AVG_MAE:  20.4690624529
AVG_MAE_PER_AREA:  1.59325890171
STD_MAE:  7.42542105111
CV_MAE:  0.577975577333



ITERATION 2548 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46389175774
AVG_RMSE_PER_AREA:  1.31760378873
STD_RMSE:  0.139318553879
CV_RMSE:  0.125396330338
AVG_MAE:  1.17817247011
AVG_MAE_PER_AREA:  1.06043667655
STD_MAE:  0.0970582778807
CV_MAE:  0.0873591602575



ITERATION 2549 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.439044574
AVG_RMSE_PER_AREA:  4.00388224189
STD_RMSE:  42.2829036799
CV_RMSE:  3.29119190649
AVG_MAE:  20.5087911025
AVG_MAE_PER_AREA:  1.59635127709
STD_MAE:  10.2586108422
CV_MAE:  0.798503745892



ITERATION 2550 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47232159911
AVG_RMSE_PER_AREA:  1.32519122878
STD_RMSE:  0.169206760133
CV_RMSE:  0.1522977823
AVG_MAE:  1.19277862214
AVG_MAE_PER_AREA:  1.07358322317
STD_MAE:  0.12876851922
CV_MAE:  0.115900569763



ITERATION 2551 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.0141506461
AVG_RMSE_PER_AREA:  3.81513476773
STD_RMSE:  44.5830219173
CV_RMSE:  3.47022716349
AVG_MAE:  20.4654491597
AVG_MAE_PER_AREA:  1.59297765231
STD_MAE:  11.7620892284
CV_MAE:  0.915530616464



ITERATION 2552 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46706206525
AVG_RMSE_PER_AREA:  1.32045728468
STD_RMSE:  0.202468899777
CV_RMSE:  0.182236007571
AVG_MAE:  1.1941853643
AVG_MAE_PER_AREA:  1.07484938837
STD_MAE:  0.152445977043
CV_MAE:  0.137211918756



ITERATION 2553 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.8814448645
AVG_RMSE_PER_AREA:  3.64913046348
STD_RMSE:  47.0453482701
CV_RMSE:  3.66188828082
AVG_MAE:  20.3680769632
AVG_MAE_PER_AREA:  1.58539845228
STD_MAE:  12.8712712873
CV_MAE:  1.00186648031



ITERATION 2554 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45129917079
AVG_RMSE_PER_AREA:  1.30626958989
STD_RMSE:  0.23671738118
CV_RMSE:  0.213062008617
AVG_MAE:  1.18554064967
AVG_MAE_PER_AREA:  1.06706854756
STD_MAE:  0.186782437043
CV_MAE:  0.168117106621



ITERATION 2555 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.0669732113
AVG_RMSE_PER_AREA:  3.50789668103
STD_RMSE:  48.2471540578
CV_RMSE:  3.75543373625
AVG_MAE:  20.3556895515
AVG_MAE_PER_AREA:  1.58443424818
STD_MAE:  13.5128181918
CV_MAE:  1.05180283274



ITERATION 2556 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44931851606
AVG_RMSE_PER_AREA:  1.3044868637
STD_RMSE:  0.242106613772
CV_RMSE:  0.217912690537
AVG_MAE:  1.18566771148
AVG_MAE_PER_AREA:  1.06718291197
STD_MAE:  0.16218512424
CV_MAE:  0.145977824553



ITERATION 2557 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  63.5078658005
AVG_RMSE_PER_AREA:  4.94328808408
STD_RMSE:  27.6536181372
CV_RMSE:  2.15248614162
AVG_MAE:  20.4313422783
AVG_MAE_PER_AREA:  1.59032286085
STD_MAE:  1.37252119315
CV_MAE:  0.106833501232



ITERATION 2558 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44544935784
AVG_RMSE_PER_AREA:  1.30100435381
STD_RMSE:  0.0629150962656
CV_RMSE:  0.0566279363007
AVG_MAE:  1.15910654544
AVG_MAE_PER_AREA:  1.04327602622
STD_MAE:  0.0382954981542
CV_MAE:  0.0344685959142



ITERATION 2559 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.0265343009
AVG_RMSE_PER_AREA:  4.8279850699
STD_RMSE:  28.0831767256
CV_RMSE:  2.18592187158
AVG_MAE:  21.8306708598
AVG_MAE_PER_AREA:  1.69924297988
STD_MAE:  4.23279248706
CV_MAE:  0.329469623958



ITERATION 2560 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46986711212
AVG_RMSE_PER_AREA:  1.32298202079
STD_RMSE:  0.120639677985
CV_RMSE:  0.108584050661
AVG_MAE:  1.19906611209
AVG_MAE_PER_AREA:  1.07924239882
STD_MAE:  0.102604406579
CV_MAE:  0.0923510595197



ITERATION 2561 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.0687268543
AVG_RMSE_PER_AREA:  4.51991957057
STD_RMSE:  33.5676678642
CV_RMSE:  2.6128204825
AVG_MAE:  21.100504575
AVG_MAE_PER_AREA:  1.64240872401
STD_MAE:  5.37530565077
CV_MAE:  0.418399894829



ITERATION 2562 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44288166208
AVG_RMSE_PER_AREA:  1.2986932501
STD_RMSE:  0.155643562428
CV_RMSE:  0.140089966669
AVG_MAE:  1.18766742022
AVG_MAE_PER_AREA:  1.06898278808
STD_MAE:  0.129995864984
CV_MAE:  0.117005265804



ITERATION 2563 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.1572477299
AVG_RMSE_PER_AREA:  4.44897239201
STD_RMSE:  34.6793694837
CV_RMSE:  2.69935246243
AVG_MAE:  21.0973439285
AVG_MAE_PER_AREA:  1.64216270746
STD_MAE:  5.64837135509
CV_MAE:  0.439654623284



ITERATION 2564 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44514519143
AVG_RMSE_PER_AREA:  1.30073058301
STD_RMSE:  0.153839385091
CV_RMSE:  0.138466082332
AVG_MAE:  1.17814090189
AVG_MAE_PER_AREA:  1.06040826297
STD_MAE:  0.118220835273
CV_MAE:  0.106406924993



ITERATION 2565 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.7248843686
AVG_RMSE_PER_AREA:  4.33748093112
STD_RMSE:  37.6418889254
CV_RMSE:  2.92994731663
AVG_MAE:  21.2488318722
AVG_MAE_PER_AREA:  1.65395413734
STD_MAE:  6.92340806246
CV_MAE:  0.538900184174



ITERATION 2566 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43789703661
AVG_RMSE_PER_AREA:  1.29420674256
STD_RMSE:  0.190722550127
CV_RMSE:  0.171663480798
AVG_MAE:  1.17598556184
AVG_MAE_PER_AREA:  1.05846830791
STD_MAE:  0.143482809358
CV_MAE:  0.129144448166



ITERATION 2567 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  55.8218991524
AVG_RMSE_PER_AREA:  4.34503231108
STD_RMSE:  37.145642412
CV_RMSE:  2.891320771
AVG_MAE:  21.0456020309
AVG_MAE_PER_AREA:  1.63813525192
STD_MAE:  6.32845215648
CV_MAE:  0.492590354619



ITERATION 2568 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43754970058
AVG_RMSE_PER_AREA:  1.29389411612
STD_RMSE:  0.174371107281
CV_RMSE:  0.156946051773
AVG_MAE:  1.17857332688
AVG_MAE_PER_AREA:  1.06079747535
STD_MAE:  0.134448249566
CV_MAE:  0.121012719746



ITERATION 2569 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  53.2586210307
AVG_RMSE_PER_AREA:  4.14551336905
STD_RMSE:  40.3023350264
CV_RMSE:  3.13702956296
AVG_MAE:  21.1342633053
AVG_MAE_PER_AREA:  1.64503641629
STD_MAE:  7.97655446036
CV_MAE:  0.620874377038



ITERATION 2570 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44093703918
AVG_RMSE_PER_AREA:  1.29694295505
STD_RMSE:  0.193269780156
CV_RMSE:  0.173956163928
AVG_MAE:  1.17948729389
AVG_MAE_PER_AREA:  1.06162010885
STD_MAE:  0.144046586542
CV_MAE:  0.12965188661



ITERATION 2571 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  51.5161804547
AVG_RMSE_PER_AREA:  4.00988629942
STD_RMSE:  42.5927565498
CV_RMSE:  3.3153100528
AVG_MAE:  21.1929358118
AVG_MAE_PER_AREA:  1.64960333251
STD_MAE:  9.49716757894
CV_MAE:  0.739234970877



ITERATION 2572 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42651354868
AVG_RMSE_PER_AREA:  1.28396081643
STD_RMSE:  0.241694437922
CV_RMSE:  0.217541703777
AVG_MAE:  1.17586710336
AVG_MAE_PER_AREA:  1.05836168709
STD_MAE:  0.188740712634
CV_MAE:  0.169879690039



ITERATION 2573 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  49.9843810348
AVG_RMSE_PER_AREA:  3.89065499281
STD_RMSE:  43.9969530344
CV_RMSE:  3.42460907684
AVG_MAE:  21.1501789397
AVG_MAE_PER_AREA:  1.64627524813
STD_MAE:  10.9941960777
CV_MAE:  0.855759798879



ITERATION 2574 OF 6498
HP:  8
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42738353443
AVG_RMSE_PER_AREA:  1.28474386375
STD_RMSE:  0.259161352907
CV_RMSE:  0.233263134845
AVG_MAE:  1.17746333615
AVG_MAE_PER_AREA:  1.05979840696
STD_MAE:  0.188943511705
CV_MAE:  0.170062223224



ITERATION 2575 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.9450807958
AVG_RMSE_PER_AREA:  4.43245786639
STD_RMSE:  30.5957129622
CV_RMSE:  2.38149119646
AVG_MAE:  19.1311974476
AVG_MAE_PER_AREA:  1.48912294855
STD_MAE:  3.94861355581
CV_MAE:  0.307349870651



ITERATION 2576 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4780201772
AVG_RMSE_PER_AREA:  1.33032034303
STD_RMSE:  0.0243037262806
CV_RMSE:  0.0218750339008
AVG_MAE:  1.2033327261
AVG_MAE_PER_AREA:  1.0830826464
STD_MAE:  0.0267549971821
CV_MAE:  0.0240813471818



ITERATION 2577 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.1393228519
AVG_RMSE_PER_AREA:  4.68108940981
STD_RMSE:  31.3505777635
CV_RMSE:  2.44024792101
AVG_MAE:  20.851037388
AVG_MAE_PER_AREA:  1.62299084313
STD_MAE:  5.6893237663
CV_MAE:  0.442842253096



ITERATION 2578 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50097681839
AVG_RMSE_PER_AREA:  1.35098290722
STD_RMSE:  0.0974744022315
CV_RMSE:  0.0877337009422
AVG_MAE:  1.21782282747
AVG_MAE_PER_AREA:  1.09612473942
STD_MAE:  0.092165043605
CV_MAE:  0.0829549111136



ITERATION 2579 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.1942338742
AVG_RMSE_PER_AREA:  4.45185129786
STD_RMSE:  36.9386954543
CV_RMSE:  2.87521255484
AVG_MAE:  20.7587443804
AVG_MAE_PER_AREA:  1.61580699402
STD_MAE:  7.17425993501
CV_MAE:  0.558425845394



ITERATION 2580 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4995314094
AVG_RMSE_PER_AREA:  1.3496819392
STD_RMSE:  0.107805034285
CV_RMSE:  0.0970319840029
AVG_MAE:  1.20711165043
AVG_MAE_PER_AREA:  1.08648393956
STD_MAE:  0.0714685122309
CV_MAE:  0.0643266020135



ITERATION 2581 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.473946589
AVG_RMSE_PER_AREA:  4.16227375381
STD_RMSE:  38.0063016624
CV_RMSE:  2.95831226194
AVG_MAE:  19.8203620101
AVG_MAE_PER_AREA:  1.54276573637
STD_MAE:  7.78325704677
CV_MAE:  0.605828606105



ITERATION 2582 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.48046320579
AVG_RMSE_PER_AREA:  1.33251923766
STD_RMSE:  0.108886777395
CV_RMSE:  0.0980056275883
AVG_MAE:  1.19371233513
AVG_MAE_PER_AREA:  1.07442362943
STD_MAE:  0.0742627670128
CV_MAE:  0.0668416244992



ITERATION 2583 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.5610974558
AVG_RMSE_PER_AREA:  4.24689476662
STD_RMSE:  39.4653308811
CV_RMSE:  3.07187932423
AVG_MAE:  20.2777666855
AVG_MAE_PER_AREA:  1.57836893375
STD_MAE:  7.19581550405
CV_MAE:  0.56010367516



ITERATION 2584 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48209992089
AVG_RMSE_PER_AREA:  1.3339923944
STD_RMSE:  0.130909738507
CV_RMSE:  0.117827815156
AVG_MAE:  1.19517588319
AVG_MAE_PER_AREA:  1.07574092386
STD_MAE:  0.0831513080902
CV_MAE:  0.0748419259818



ITERATION 2585 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.7010227371
AVG_RMSE_PER_AREA:  3.94643653015
STD_RMSE:  42.3023404753
CV_RMSE:  3.29270481639
AVG_MAE:  20.0684719536
AVG_MAE_PER_AREA:  1.56207797291
STD_MAE:  10.2749607652
CV_MAE:  0.799776381633



ITERATION 2586 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48107260171
AVG_RMSE_PER_AREA:  1.33306773612
STD_RMSE:  0.168509762157
CV_RMSE:  0.151670435934
AVG_MAE:  1.19883479344
AVG_MAE_PER_AREA:  1.07903419605
STD_MAE:  0.129493230589
CV_MAE:  0.116552860099



ITERATION 2587 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.3459965359
AVG_RMSE_PER_AREA:  3.68528996456
STD_RMSE:  45.3631653141
CV_RMSE:  3.53095150855
AVG_MAE:  19.9255078431
AVG_MAE_PER_AREA:  1.55095001617
STD_MAE:  11.4154943167
CV_MAE:  0.888552564608



ITERATION 2588 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.47225707251
AVG_RMSE_PER_AREA:  1.32513315037
STD_RMSE:  0.186219124217
CV_RMSE:  0.167610086133
AVG_MAE:  1.20035164593
AVG_MAE_PER_AREA:  1.08039946815
STD_MAE:  0.13151481302
CV_MAE:  0.11837242405



ITERATION 2589 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.058777112
AVG_RMSE_PER_AREA:  3.50725871785
STD_RMSE:  47.3645264162
CV_RMSE:  3.68673228253
AVG_MAE:  19.3841099276
AVG_MAE_PER_AREA:  1.50880900213
STD_MAE:  12.6173308122
CV_MAE:  0.982100410252



ITERATION 2590 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45486873279
AVG_RMSE_PER_AREA:  1.30948244247
STD_RMSE:  0.229313890913
CV_RMSE:  0.206398355534
AVG_MAE:  1.18891085636
AVG_MAE_PER_AREA:  1.07010196658
STD_MAE:  0.167917481651
CV_MAE:  0.151137342532



ITERATION 2591 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.8341956296
AVG_RMSE_PER_AREA:  3.41194046123
STD_RMSE:  47.8097424235
CV_RMSE:  3.7213867455
AVG_MAE:  19.5280578708
AVG_MAE_PER_AREA:  1.52001353787
STD_MAE:  12.1268624858
CV_MAE:  0.943923623755



ITERATION 2592 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44988024544
AVG_RMSE_PER_AREA:  1.30499245897
STD_RMSE:  0.240027111182
CV_RMSE:  0.216040994439
AVG_MAE:  1.18832482554
AVG_MAE_PER_AREA:  1.06957449832
STD_MAE:  0.158222792903
CV_MAE:  0.142411452412



ITERATION 2593 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.8611601267
AVG_RMSE_PER_AREA:  4.81511277174
STD_RMSE:  28.3405856054
CV_RMSE:  2.20595791329
AVG_MAE:  20.9880859182
AVG_MAE_PER_AREA:  1.6336583464
STD_MAE:  1.71576349136
CV_MAE:  0.133550594324



ITERATION 2594 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47241976357
AVG_RMSE_PER_AREA:  1.32527958357
STD_RMSE:  0.0379193752668
CV_RMSE:  0.0341300593121
AVG_MAE:  1.18618026412
AVG_MAE_PER_AREA:  1.06764424478
STD_MAE:  0.0256618292044
CV_MAE:  0.0230974204253



ITERATION 2595 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.7099635589
AVG_RMSE_PER_AREA:  4.41415694853
STD_RMSE:  29.8973676696
CV_RMSE:  2.32713380435
AVG_MAE:  19.929803188
AVG_MAE_PER_AREA:  1.55128435471
STD_MAE:  4.08395308212
CV_MAE:  0.317884349479



ITERATION 2596 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47651316446
AVG_RMSE_PER_AREA:  1.32896392737
STD_RMSE:  0.119980689177
CV_RMSE:  0.107990915175
AVG_MAE:  1.19457158127
AVG_MAE_PER_AREA:  1.07519701035
STD_MAE:  0.120768520351
CV_MAE:  0.108700017698



ITERATION 2597 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.4821306161
AVG_RMSE_PER_AREA:  4.16291077732
STD_RMSE:  35.1452594464
CV_RMSE:  2.73561613264
AVG_MAE:  19.6406949807
AVG_MAE_PER_AREA:  1.5287809193
STD_MAE:  5.52884103844
CV_MAE:  0.430350692463



ITERATION 2598 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47541127564
AVG_RMSE_PER_AREA:  1.32797215126
STD_RMSE:  0.114127850384
CV_RMSE:  0.102722955622
AVG_MAE:  1.20191212543
AVG_MAE_PER_AREA:  1.08180400759
STD_MAE:  0.0944899402701
CV_MAE:  0.0850474788449



ITERATION 2599 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.9350882757
AVG_RMSE_PER_AREA:  4.12033041584
STD_RMSE:  35.7351113713
CV_RMSE:  2.7815286815
AVG_MAE:  19.5453031105
AVG_MAE_PER_AREA:  1.52135586274
STD_MAE:  5.34761702195
CV_MAE:  0.416244683546



ITERATION 2600 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46472683814
AVG_RMSE_PER_AREA:  1.31835541883
STD_RMSE:  0.111462933567
CV_RMSE:  0.100324346247
AVG_MAE:  1.18817634887
AVG_MAE_PER_AREA:  1.06944085905
STD_MAE:  0.089361729185
CV_MAE:  0.0804317343273



ITERATION 2601 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.6821542048
AVG_RMSE_PER_AREA:  3.94496785237
STD_RMSE:  38.6691135463
CV_RMSE:  3.00990382539
AVG_MAE:  19.3378463424
AVG_MAE_PER_AREA:  1.50520796426
STD_MAE:  7.18368663412
CV_MAE:  0.559159595282



ITERATION 2602 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45839327886
AVG_RMSE_PER_AREA:  1.31265477761
STD_RMSE:  0.15218130294
CV_RMSE:  0.136973693765
AVG_MAE:  1.18292050647
AVG_MAE_PER_AREA:  1.06471023753
STD_MAE:  0.121928201351
CV_MAE:  0.109743810774



ITERATION 2603 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.8342366844
AVG_RMSE_PER_AREA:  3.87896814475
STD_RMSE:  39.5927958454
CV_RMSE:  3.08180086751
AVG_MAE:  19.2069052224
AVG_MAE_PER_AREA:  1.49501584601
STD_MAE:  7.84352882946
CV_MAE:  0.610520005846



ITERATION 2604 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47234636929
AVG_RMSE_PER_AREA:  1.32521352365
STD_RMSE:  0.152878519099
CV_RMSE:  0.137601236509
AVG_MAE:  1.19874988866
AVG_MAE_PER_AREA:  1.07895777587
STD_MAE:  0.113923629192
CV_MAE:  0.102539142431



ITERATION 2605 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.8798158979
AVG_RMSE_PER_AREA:  3.64900366893
STD_RMSE:  42.4267827926
CV_RMSE:  3.30239108465
AVG_MAE:  18.9873946779
AVG_MAE_PER_AREA:  1.47792971273
STD_MAE:  8.73776888316
CV_MAE:  0.680125339706



ITERATION 2606 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46277936858
AVG_RMSE_PER_AREA:  1.31660256159
STD_RMSE:  0.158437804537
CV_RMSE:  0.142604977748
AVG_MAE:  1.18779996921
AVG_MAE_PER_AREA:  1.06910209134
STD_MAE:  0.111700400987
CV_MAE:  0.100538083342



ITERATION 2607 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.9207560759
AVG_RMSE_PER_AREA:  3.41867810258
STD_RMSE:  45.7018502207
CV_RMSE:  3.55731386607
AVG_MAE:  18.763693696
AVG_MAE_PER_AREA:  1.46051740665
STD_MAE:  10.8322370359
CV_MAE:  0.84315332579



ITERATION 2608 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44525039243
AVG_RMSE_PER_AREA:  1.30082527118
STD_RMSE:  0.214823665228
CV_RMSE:  0.193356150629
AVG_MAE:  1.17964498979
AVG_MAE_PER_AREA:  1.06176204606
STD_MAE:  0.157078992254
CV_MAE:  0.141381952751



ITERATION 2609 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.8771557155
AVG_RMSE_PER_AREA:  3.25960953394
STD_RMSE:  47.1773247879
CV_RMSE:  3.67216099176
AVG_MAE:  18.9503005241
AVG_MAE_PER_AREA:  1.47504239971
STD_MAE:  12.6809349531
CV_MAE:  0.987051192138



ITERATION 2610 OF 6498
HP:  8
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44849978118
AVG_RMSE_PER_AREA:  1.30374994571
STD_RMSE:  0.22907006754
CV_RMSE:  0.206178897642
AVG_MAE:  1.18773547232
AVG_MAE_PER_AREA:  1.06904403968
STD_MAE:  0.155265017538
CV_MAE:  0.139749250097



ITERATION 2611 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.3234377858
AVG_RMSE_PER_AREA:  4.53974561096
STD_RMSE:  30.1745909172
CV_RMSE:  2.34871214522
AVG_MAE:  18.8608363859
AVG_MAE_PER_AREA:  1.46807874249
STD_MAE:  3.25084301819
CV_MAE:  0.253037215981



ITERATION 2612 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43418009313
AVG_RMSE_PER_AREA:  1.29086123646
STD_RMSE:  0.0246289466983
CV_RMSE:  0.0221677547611
AVG_MAE:  1.17013878606
AVG_MAE_PER_AREA:  1.05320580549
STD_MAE:  0.0237601569218
CV_MAE:  0.0213857838981



ITERATION 2613 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.9093748897
AVG_RMSE_PER_AREA:  4.74102826958
STD_RMSE:  29.2879675533
CV_RMSE:  2.27969967481
AVG_MAE:  19.9217253547
AVG_MAE_PER_AREA:  1.55065559705
STD_MAE:  3.5370292623
CV_MAE:  0.275313213331



ITERATION 2614 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47371683312
AVG_RMSE_PER_AREA:  1.32644703584
STD_RMSE:  0.0721052999194
CV_RMSE:  0.0648997549577
AVG_MAE:  1.19878440453
AVG_MAE_PER_AREA:  1.07898884254
STD_MAE:  0.0607814674388
CV_MAE:  0.0547075228472



ITERATION 2615 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.9656559971
AVG_RMSE_PER_AREA:  4.58973421617
STD_RMSE:  34.2254858457
CV_RMSE:  2.66402333349
AVG_MAE:  20.3784893161
AVG_MAE_PER_AREA:  1.58620892291
STD_MAE:  4.83383228076
CV_MAE:  0.376253007604



ITERATION 2616 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47767879327
AVG_RMSE_PER_AREA:  1.33001307389
STD_RMSE:  0.0637855253915
CV_RMSE:  0.0574113826915
AVG_MAE:  1.19022428797
AVG_MAE_PER_AREA:  1.07128414583
STD_MAE:  0.0588680469152
CV_MAE:  0.0529853120909



ITERATION 2617 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.027971037
AVG_RMSE_PER_AREA:  4.43890982846
STD_RMSE:  36.3363139455
CV_RMSE:  2.82832473556
AVG_MAE:  20.2510856103
AVG_MAE_PER_AREA:  1.57629214784
STD_MAE:  5.64966406069
CV_MAE:  0.439755244145



ITERATION 2618 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47851891372
AVG_RMSE_PER_AREA:  1.33076924037
STD_RMSE:  0.101471110886
CV_RMSE:  0.0913310150452
AVG_MAE:  1.19794844206
AVG_MAE_PER_AREA:  1.07823641852
STD_MAE:  0.0858969804365
CV_MAE:  0.0773132209167



ITERATION 2619 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.1164523441
AVG_RMSE_PER_AREA:  4.21228474069
STD_RMSE:  39.4671750056
CV_RMSE:  3.07202286612
AVG_MAE:  19.4870216817
AVG_MAE_PER_AREA:  1.51681938701
STD_MAE:  6.88110071543
CV_MAE:  0.53560708966



ITERATION 2620 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45791028703
AVG_RMSE_PER_AREA:  1.31222005156
STD_RMSE:  0.121973289811
CV_RMSE:  0.109784393505
AVG_MAE:  1.18433697169
AVG_MAE_PER_AREA:  1.06598515415
STD_MAE:  0.0915347506246
CV_MAE:  0.0823876038557



ITERATION 2621 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.1948065059
AVG_RMSE_PER_AREA:  4.21838362607
STD_RMSE:  40.9057835282
CV_RMSE:  3.18400043422
AVG_MAE:  20.2336484526
AVG_MAE_PER_AREA:  1.57493488456
STD_MAE:  8.00612947976
CV_MAE:  0.623176420087



ITERATION 2622 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46990702457
AVG_RMSE_PER_AREA:  1.32301794475
STD_RMSE:  0.168310926552
CV_RMSE:  0.151491470144
AVG_MAE:  1.19901096423
AVG_MAE_PER_AREA:  1.07919276194
STD_MAE:  0.129961787755
CV_MAE:  0.116974593942



ITERATION 2623 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.515386473
AVG_RMSE_PER_AREA:  3.85414966863
STD_RMSE:  44.5235591579
CV_RMSE:  3.46559873603
AVG_MAE:  19.6040663165
AVG_MAE_PER_AREA:  1.52592983878
STD_MAE:  9.73184224585
CV_MAE:  0.757501440233



ITERATION 2624 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45930679051
AVG_RMSE_PER_AREA:  1.31347700124
STD_RMSE:  0.200509058527
CV_RMSE:  0.180472014952
AVG_MAE:  1.19003101979
AVG_MAE_PER_AREA:  1.07111019111
STD_MAE:  0.147281981789
CV_MAE:  0.132563966012



ITERATION 2625 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.4193767752
AVG_RMSE_PER_AREA:  3.69100169267
STD_RMSE:  47.0259105346
CV_RMSE:  3.66037529775
AVG_MAE:  19.4009099137
AVG_MAE_PER_AREA:  1.51011666961
STD_MAE:  11.7643241156
CV_MAE:  0.915704574302



ITERATION 2626 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45343197552
AVG_RMSE_PER_AREA:  1.3081892616
STD_RMSE:  0.241037916731
CV_RMSE:  0.216950789316
AVG_MAE:  1.18781195432
AVG_MAE_PER_AREA:  1.06911287877
STD_MAE:  0.180494100805
CV_MAE:  0.16245716926



ITERATION 2627 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.2514732205
AVG_RMSE_PER_AREA:  3.60009509941
STD_RMSE:  48.5834925335
CV_RMSE:  3.78161345365
AVG_MAE:  19.8346988314
AVG_MAE_PER_AREA:  1.54388167747
STD_MAE:  12.1149295315
CV_MAE:  0.942994793441



ITERATION 2628 OF 6498
HP:  8
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46341438839
AVG_RMSE_PER_AREA:  1.31717412332
STD_RMSE:  0.25150719148
CV_RMSE:  0.226373860387
AVG_MAE:  1.20084718939
AVG_MAE_PER_AREA:  1.08084549153
STD_MAE:  0.179282801943
CV_MAE:  0.161366916541



ITERATION 2629 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.77257572
AVG_RMSE_PER_AREA:  4.65254276123
STD_RMSE:  29.5762750804
CV_RMSE:  2.30214078735
AVG_MAE:  20.4632596507
AVG_MAE_PER_AREA:  1.5928072266
STD_MAE:  2.21724489732
CV_MAE:  0.172584610461



ITERATION 2630 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.5015839411
AVG_RMSE_PER_AREA:  1.35152935962
STD_RMSE:  0.00943814937746
CV_RMSE:  0.00849498695014
AVG_MAE:  1.22994765796
AVG_MAE_PER_AREA:  1.10703792511
STD_MAE:  0.0162805356973
CV_MAE:  0.0146536076892



ITERATION 2631 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.8652050256
AVG_RMSE_PER_AREA:  4.6597527869
STD_RMSE:  29.5974138302
CV_RMSE:  2.30378617298
AVG_MAE:  20.4773429798
AVG_MAE_PER_AREA:  1.59390343653
STD_MAE:  3.2275907336
CV_MAE:  0.251227318263



ITERATION 2632 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.5009546133
AVG_RMSE_PER_AREA:  1.35096292109
STD_RMSE:  0.090051011366
CV_RMSE:  0.0810521359439
AVG_MAE:  1.23369371659
AVG_MAE_PER_AREA:  1.11040963686
STD_MAE:  0.091007112555
CV_MAE:  0.0819126931145



ITERATION 2633 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.1452838349
AVG_RMSE_PER_AREA:  4.3702037387
STD_RMSE:  36.1086922998
CV_RMSE:  2.81060725514
AVG_MAE:  20.2494420056
AVG_MAE_PER_AREA:  1.57616421389
STD_MAE:  5.39329650454
CV_MAE:  0.419800256374



ITERATION 2634 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4932735043
AVG_RMSE_PER_AREA:  1.34404939196
STD_RMSE:  0.0959485139201
CV_RMSE:  0.086360295969
AVG_MAE:  1.22563469769
AVG_MAE_PER_AREA:  1.10315596269
STD_MAE:  0.0787310548455
CV_MAE:  0.0708633924655



ITERATION 2635 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.0516375714
AVG_RMSE_PER_AREA:  4.36291455566
STD_RMSE:  36.2760955466
CV_RMSE:  2.82363749107
AVG_MAE:  20.3589290516
AVG_MAE_PER_AREA:  1.58468640249
STD_MAE:  5.59530594064
CV_MAE:  0.435524148615



ITERATION 2636 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.49913107392
AVG_RMSE_PER_AREA:  1.34932160959
STD_RMSE:  0.106885333783
CV_RMSE:  0.096204189967
AVG_MAE:  1.2251587416
AVG_MAE_PER_AREA:  1.1027275693
STD_MAE:  0.0773163974217
CV_MAE:  0.0695901029812



ITERATION 2637 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.1083259083
AVG_RMSE_PER_AREA:  4.21165219994
STD_RMSE:  39.1007626311
CV_RMSE:  3.04350227419
AVG_MAE:  20.1269854827
AVG_MAE_PER_AREA:  1.56663251474
STD_MAE:  6.127836802
CV_MAE:  0.476974974087



ITERATION 2638 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.50687949449
AVG_RMSE_PER_AREA:  1.35629572379
STD_RMSE:  0.125747575126
CV_RMSE:  0.113181511225
AVG_MAE:  1.23688450181
AVG_MAE_PER_AREA:  1.11328156416
STD_MAE:  0.0757829799842
CV_MAE:  0.068209921274



ITERATION 2639 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.1997110706
AVG_RMSE_PER_AREA:  4.14092797005
STD_RMSE:  40.9731117352
CV_RMSE:  3.18924108778
AVG_MAE:  20.6026982592
AVG_MAE_PER_AREA:  1.60366076738
STD_MAE:  7.63767853672
CV_MAE:  0.594497151254



ITERATION 2640 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.49414262082
AVG_RMSE_PER_AREA:  1.34483165691
STD_RMSE:  0.151670115787
CV_RMSE:  0.136513589985
AVG_MAE:  1.22648645442
AVG_MAE_PER_AREA:  1.10392260264
STD_MAE:  0.101950786066
CV_MAE:  0.0917627558699



ITERATION 2641 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.8323551462
AVG_RMSE_PER_AREA:  3.95665910534
STD_RMSE:  43.0193142849
CV_RMSE:  3.34851220411
AVG_MAE:  20.3986829132
AVG_MAE_PER_AREA:  1.5877807403
STD_MAE:  8.84902087541
CV_MAE:  0.688784907158



ITERATION 2642 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.50224554931
AVG_RMSE_PER_AREA:  1.35212485275
STD_RMSE:  0.165175805503
CV_RMSE:  0.148669644451
AVG_MAE:  1.23620820779
AVG_MAE_PER_AREA:  1.11267285279
STD_MAE:  0.0938157104908
CV_MAE:  0.0844406254303



ITERATION 2643 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.8143630165
AVG_RMSE_PER_AREA:  3.72174640051
STD_RMSE:  46.7035675579
CV_RMSE:  3.63528495381
AVG_MAE:  20.2848468393
AVG_MAE_PER_AREA:  1.57892003462
STD_MAE:  11.2587061055
CV_MAE:  0.876348575595



ITERATION 2644 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.48590916329
AVG_RMSE_PER_AREA:  1.33742097592
STD_RMSE:  0.21209475114
CV_RMSE:  0.190899939285
AVG_MAE:  1.22936596804
AVG_MAE_PER_AREA:  1.10651436397
STD_MAE:  0.152539093696
CV_MAE:  0.13729573018



ITERATION 2645 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.5898727208
AVG_RMSE_PER_AREA:  3.54859782698
STD_RMSE:  48.2191942708
CV_RMSE:  3.75325741872
AVG_MAE:  20.1548909821
AVG_MAE_PER_AREA:  1.56880460667
STD_MAE:  12.0541175179
CV_MAE:  0.938261343528



ITERATION 2646 OF 6498
HP:  8
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.48683237377
AVG_RMSE_PER_AREA:  1.33825192918
STD_RMSE:  0.236149433734
CV_RMSE:  0.212550816651
AVG_MAE:  1.23464999727
AVG_MAE_PER_AREA:  1.11127035559
STD_MAE:  0.160553257322
CV_MAE:  0.144509031507



ITERATION 2647 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.751413274
AVG_RMSE_PER_AREA:  4.49522070184
STD_RMSE:  30.3427242852
CV_RMSE:  2.36179921191
AVG_MAE:  18.7032017492
AVG_MAE_PER_AREA:  1.4558088699
STD_MAE:  3.07329648539
CV_MAE:  0.239217452886



ITERATION 2648 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.485966668
AVG_RMSE_PER_AREA:  1.33747273413
STD_RMSE:  0.0215489304886
CV_RMSE:  0.0193955272341
AVG_MAE:  1.21501165283
AVG_MAE_PER_AREA:  1.09359448789
STD_MAE:  0.0150098981816
CV_MAE:  0.0135099460791



ITERATION 2649 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.7270245632
AVG_RMSE_PER_AREA:  4.80467200626
STD_RMSE:  29.4505884008
CV_RMSE:  2.29235766115
AVG_MAE:  20.830721784
AVG_MAE_PER_AREA:  1.62140952903
STD_MAE:  4.39833035558
CV_MAE:  0.342354663671



ITERATION 2650 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.51801721435
AVG_RMSE_PER_AREA:  1.36632044167
STD_RMSE:  0.0603252701101
CV_RMSE:  0.054296913712
AVG_MAE:  1.22967313737
AVG_MAE_PER_AREA:  1.1067908376
STD_MAE:  0.068113385001
CV_MAE:  0.0613067555484



ITERATION 2651 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.6665823136
AVG_RMSE_PER_AREA:  4.56645509385
STD_RMSE:  33.8164239446
CV_RMSE:  2.63218301268
AVG_MAE:  19.9683690564
AVG_MAE_PER_AREA:  1.5542862222
STD_MAE:  4.79692021575
CV_MAE:  0.373379867894



ITERATION 2652 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.50229512455
AVG_RMSE_PER_AREA:  1.3521694739
STD_RMSE:  0.0709112845364
CV_RMSE:  0.0638250585643
AVG_MAE:  1.20821128779
AVG_MAE_PER_AREA:  1.08747368921
STD_MAE:  0.0657125116326
CV_MAE:  0.0591458035315



ITERATION 2653 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.1073890437
AVG_RMSE_PER_AREA:  4.36725410613
STD_RMSE:  36.1755916358
CV_RMSE:  2.81581452649
AVG_MAE:  19.7637984809
AVG_MAE_PER_AREA:  1.53836297749
STD_MAE:  5.82206343418
CV_MAE:  0.453174365666



ITERATION 2654 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.49981045685
AVG_RMSE_PER_AREA:  1.3499331012
STD_RMSE:  0.100916880764
CV_RMSE:  0.0908321696186
AVG_MAE:  1.21231958345
AVG_MAE_PER_AREA:  1.09117143933
STD_MAE:  0.098504905422
CV_MAE:  0.0886612250579



ITERATION 2655 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  56.3312327205
AVG_RMSE_PER_AREA:  4.38467751922
STD_RMSE:  38.2187039937
CV_RMSE:  2.97484511028
AVG_MAE:  20.1655700415
AVG_MAE_PER_AREA:  1.56963583704
STD_MAE:  6.63540677896
CV_MAE:  0.516482908849



ITERATION 2656 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49656772372
AVG_RMSE_PER_AREA:  1.34701441719
STD_RMSE:  0.112669464255
CV_RMSE:  0.10141030728
AVG_MAE:  1.20166341047
AVG_MAE_PER_AREA:  1.08158014693
STD_MAE:  0.0960121246372
CV_MAE:  0.0864175500121



ITERATION 2657 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.9555947657
AVG_RMSE_PER_AREA:  4.19976400266
STD_RMSE:  39.4412015703
CV_RMSE:  3.07000116107
AVG_MAE:  20.0847195358
AVG_MAE_PER_AREA:  1.56334264271
STD_MAE:  7.31750811118
CV_MAE:  0.569575913081



ITERATION 2658 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48950700167
AVG_RMSE_PER_AREA:  1.3406592792
STD_RMSE:  0.16492066717
CV_RMSE:  0.148440002313
AVG_MAE:  1.20473216028
AVG_MAE_PER_AREA:  1.08434223392
STD_MAE:  0.127854174711
CV_MAE:  0.115077596492



ITERATION 2659 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.3372977953
AVG_RMSE_PER_AREA:  3.91812512104
STD_RMSE:  43.3206936612
CV_RMSE:  3.37197079559
AVG_MAE:  19.8976194678
AVG_MAE_PER_AREA:  1.54877925713
STD_MAE:  9.47488103323
CV_MAE:  0.737500243777



ITERATION 2660 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48070090063
AVG_RMSE_PER_AREA:  1.33273317945
STD_RMSE:  0.213014531894
CV_RMSE:  0.191727805554
AVG_MAE:  1.20717438626
AVG_MAE_PER_AREA:  1.08654040614
STD_MAE:  0.168998430423
CV_MAE:  0.152110271158



ITERATION 2661 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.6856612219
AVG_RMSE_PER_AREA:  3.63389117091
STD_RMSE:  46.7093693007
CV_RMSE:  3.63573654647
AVG_MAE:  19.3538936752
AVG_MAE_PER_AREA:  1.50645704716
STD_MAE:  11.6679468997
CV_MAE:  0.90820282099



ITERATION 2662 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.48444251706
AVG_RMSE_PER_AREA:  1.33610089292
STD_RMSE:  0.23932760956
CV_RMSE:  0.215411394618
AVG_MAE:  1.20766945113
AVG_MAE_PER_AREA:  1.08698599875
STD_MAE:  0.184198353204
CV_MAE:  0.165791252514



ITERATION 2663 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.5623238071
AVG_RMSE_PER_AREA:  3.54645349076
STD_RMSE:  48.3436821475
CV_RMSE:  3.7629472332
AVG_MAE:  19.6907842842
AVG_MAE_PER_AREA:  1.53267974119
STD_MAE:  12.3301519468
CV_MAE:  0.959747149828



ITERATION 2664 OF 6498
HP:  8
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.47771374837
AVG_RMSE_PER_AREA:  1.33004453589
STD_RMSE:  0.269615150021
CV_RMSE:  0.242672274975
AVG_MAE:  1.2068430352
AVG_MAE_PER_AREA:  1.08624216728
STD_MAE:  0.189861312061
CV_MAE:  0.170888306997



ITERATION 2665 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.219017356
AVG_RMSE_PER_AREA:  4.60945520932
STD_RMSE:  30.2837119774
CV_RMSE:  2.35720584643
AVG_MAE:  19.2862910421
AVG_MAE_PER_AREA:  1.50119503298
STD_MAE:  3.19358953823
CV_MAE:  0.248580753121



ITERATION 2666 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43375538288
AVG_RMSE_PER_AREA:  1.29047896787
STD_RMSE:  0.0193884151289
CV_RMSE:  0.0174509140422
AVG_MAE:  1.15755591271
AVG_MAE_PER_AREA:  1.04188034955
STD_MAE:  0.0160682198996
CV_MAE:  0.0144625087928



ITERATION 2667 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.0772393217
AVG_RMSE_PER_AREA:  4.67625698833
STD_RMSE:  31.6860498722
CV_RMSE:  2.46636020264
AVG_MAE:  20.5557400112
AVG_MAE_PER_AREA:  1.60000565876
STD_MAE:  5.13486788098
CV_MAE:  0.399684840443



ITERATION 2668 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46537800312
AVG_RMSE_PER_AREA:  1.31894151233
STD_RMSE:  0.079851238218
CV_RMSE:  0.0718716349451
AVG_MAE:  1.18660450619
AVG_MAE_PER_AREA:  1.06802609197
STD_MAE:  0.0744838400759
CV_MAE:  0.0670406055399



ITERATION 2669 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.6642983268
AVG_RMSE_PER_AREA:  4.56627731423
STD_RMSE:  35.0939822968
CV_RMSE:  2.73162485188
AVG_MAE:  20.7838693341
AVG_MAE_PER_AREA:  1.61776265547
STD_MAE:  5.26172824306
CV_MAE:  0.40955932305



ITERATION 2670 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46179273191
AVG_RMSE_PER_AREA:  1.31571452038
STD_RMSE:  0.0729542906474
CV_RMSE:  0.0656639053083
AVG_MAE:  1.17336203909
AVG_MAE_PER_AREA:  1.05610695606
STD_MAE:  0.0668773841748
CV_MAE:  0.0601942693534



ITERATION 2671 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.2922459703
AVG_RMSE_PER_AREA:  4.45948030602
STD_RMSE:  37.397717132
CV_RMSE:  2.9109416155
AVG_MAE:  20.9311945873
AVG_MAE_PER_AREA:  1.62923007229
STD_MAE:  6.58838549416
CV_MAE:  0.512822893607



ITERATION 2672 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46581828795
AVG_RMSE_PER_AREA:  1.31933779912
STD_RMSE:  0.104040578311
CV_RMSE:  0.0936437133693
AVG_MAE:  1.17348794627
AVG_MAE_PER_AREA:  1.05622028122
STD_MAE:  0.0864255583574
CV_MAE:  0.077788977589



ITERATION 2673 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  56.0412283469
AVG_RMSE_PER_AREA:  4.36210432854
STD_RMSE:  39.572354813
CV_RMSE:  3.0802097904
AVG_MAE:  20.9919107749
AVG_MAE_PER_AREA:  1.63395606336
STD_MAE:  7.31402179967
CV_MAE:  0.569304547607



ITERATION 2674 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45812777529
AVG_RMSE_PER_AREA:  1.31241580604
STD_RMSE:  0.128446545311
CV_RMSE:  0.115610770985
AVG_MAE:  1.17075488701
AVG_MAE_PER_AREA:  1.05376033894
STD_MAE:  0.0936291701597
CV_MAE:  0.0842727262358



ITERATION 2675 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.9842990769
AVG_RMSE_PER_AREA:  4.27983568668
STD_RMSE:  41.1948481313
CV_RMSE:  3.20650047559
AVG_MAE:  20.9785855899
AVG_MAE_PER_AREA:  1.63291886541
STD_MAE:  8.85630555964
CV_MAE:  0.689351928145



ITERATION 2676 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46057286988
AVG_RMSE_PER_AREA:  1.31461656021
STD_RMSE:  0.167887472222
CV_RMSE:  0.151110331971
AVG_MAE:  1.17808087945
AVG_MAE_PER_AREA:  1.06035423862
STD_MAE:  0.127133894892
CV_MAE:  0.114429294858



ITERATION 2677 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  53.3170645502
AVG_RMSE_PER_AREA:  4.15006246151
STD_RMSE:  42.9190003725
CV_RMSE:  3.34070402851
AVG_MAE:  21.0069947479
AVG_MAE_PER_AREA:  1.63513016082
STD_MAE:  9.64437986722
CV_MAE:  0.750693594802



ITERATION 2678 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45288037334
AVG_RMSE_PER_AREA:  1.30769278151
STD_RMSE:  0.197344627588
CV_RMSE:  0.177623808333
AVG_MAE:  1.17962128443
AVG_MAE_PER_AREA:  1.0617407096
STD_MAE:  0.146170965443
CV_MAE:  0.13156397449



ITERATION 2679 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  51.0781934723
AVG_RMSE_PER_AREA:  3.97579452506
STD_RMSE:  45.9572288509
CV_RMSE:  3.5771918784
AVG_MAE:  20.9760076406
AVG_MAE_PER_AREA:  1.6327182045
STD_MAE:  11.6980068255
CV_MAE:  0.910542607899



ITERATION 2680 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44907761088
AVG_RMSE_PER_AREA:  1.30427003239
STD_RMSE:  0.247066704149
CV_RMSE:  0.222377114795
AVG_MAE:  1.17633150248
AVG_MAE_PER_AREA:  1.0587796784
STD_MAE:  0.19118540695
CV_MAE:  0.172080083939



ITERATION 2681 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  49.1510205716
AVG_RMSE_PER_AREA:  3.82578836888
STD_RMSE:  47.1551745289
CV_RMSE:  3.67043687287
AVG_MAE:  20.8992332231
AVG_MAE_PER_AREA:  1.62674228233
STD_MAE:  12.0014368446
CV_MAE:  0.934160816115



ITERATION 2682 OF 6498
HP:  8
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45864107423
AVG_RMSE_PER_AREA:  1.31287781057
STD_RMSE:  0.255383490846
CV_RMSE:  0.229862797807
AVG_MAE:  1.1891292676
AVG_MAE_PER_AREA:  1.07029855179
STD_MAE:  0.189011451963
CV_MAE:  0.170123374153



ITERATION 2683 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.6263943952
AVG_RMSE_PER_AREA:  4.64116438484
STD_RMSE:  29.7194417698
CV_RMSE:  2.31328451231
AVG_MAE:  19.9059355536
AVG_MAE_PER_AREA:  1.54942655975
STD_MAE:  2.45568346432
CV_MAE:  0.19114405207



ITERATION 2684 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49901575584
AVG_RMSE_PER_AREA:  1.34921781534
STD_RMSE:  0.00623939341141
CV_RMSE:  0.00561588543336
AVG_MAE:  1.22462802824
AVG_MAE_PER_AREA:  1.10224989059
STD_MAE:  0.0202481403123
CV_MAE:  0.0182247261447



ITERATION 2685 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.5248875038
AVG_RMSE_PER_AREA:  4.63326335084
STD_RMSE:  30.2138876954
CV_RMSE:  2.35177090484
AVG_MAE:  20.049704607
AVG_MAE_PER_AREA:  1.56061717118
STD_MAE:  3.6927148014
CV_MAE:  0.287431373194



ITERATION 2686 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50470077575
AVG_RMSE_PER_AREA:  1.35433472629
STD_RMSE:  0.0980615835816
CV_RMSE:  0.0882622047523
AVG_MAE:  1.23760490953
AVG_MAE_PER_AREA:  1.11392998092
STD_MAE:  0.0929397522275
CV_MAE:  0.0836522024336



ITERATION 2687 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.0666047214
AVG_RMSE_PER_AREA:  4.28624214527
STD_RMSE:  36.9274546202
CV_RMSE:  2.87433759738
AVG_MAE:  19.2790174274
AVG_MAE_PER_AREA:  1.50062887361
STD_MAE:  5.63721052097
CV_MAE:  0.43878589281



ITERATION 2688 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.49568944351
AVG_RMSE_PER_AREA:  1.34622390428
STD_RMSE:  0.103483577495
CV_RMSE:  0.0931423741258
AVG_MAE:  1.22469000827
AVG_MAE_PER_AREA:  1.1023056769
STD_MAE:  0.086650062631
CV_MAE:  0.0779910469564



ITERATION 2689 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.2371413539
AVG_RMSE_PER_AREA:  4.29951627584
STD_RMSE:  36.7290346826
CV_RMSE:  2.85889310242
AVG_MAE:  19.4844254134
AVG_MAE_PER_AREA:  1.51661730019
STD_MAE:  5.41652562066
CV_MAE:  0.421608350718



ITERATION 2690 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.50568083773
AVG_RMSE_PER_AREA:  1.35521684984
STD_RMSE:  0.104075953332
CV_RMSE:  0.0936755533339
AVG_MAE:  1.23315580115
AVG_MAE_PER_AREA:  1.10992547578
STD_MAE:  0.0750472165595
CV_MAE:  0.0675476833245



ITERATION 2691 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.072235159
AVG_RMSE_PER_AREA:  4.13100557466
STD_RMSE:  40.1684773789
CV_RMSE:  3.12661042974
AVG_MAE:  19.4355443062
AVG_MAE_PER_AREA:  1.51281252118
STD_MAE:  6.78192251636
CV_MAE:  0.527887315054



ITERATION 2692 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.50068982004
AVG_RMSE_PER_AREA:  1.35072458886
STD_RMSE:  0.130144212657
CV_RMSE:  0.117138788966
AVG_MAE:  1.2349759615
AVG_MAE_PER_AREA:  1.11156374593
STD_MAE:  0.0823078362623
CV_MAE:  0.074082743023



ITERATION 2693 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.8948283002
AVG_RMSE_PER_AREA:  4.03935926878
STD_RMSE:  41.6033166302
CV_RMSE:  3.23829460751
AVG_MAE:  19.4381697292
AVG_MAE_PER_AREA:  1.51301687732
STD_MAE:  7.92470555098
CV_MAE:  0.616838591979



ITERATION 2694 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.49377057235
AVG_RMSE_PER_AREA:  1.34449678757
STD_RMSE:  0.147222988823
CV_RMSE:  0.132510868264
AVG_MAE:  1.22933918647
AVG_MAE_PER_AREA:  1.1064902587
STD_MAE:  0.106191925675
CV_MAE:  0.0955800747313



ITERATION 2695 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.7147651639
AVG_RMSE_PER_AREA:  3.86966879047
STD_RMSE:  43.598089947
CV_RMSE:  3.39356260531
AVG_MAE:  19.4622287815
AVG_MAE_PER_AREA:  1.51488957175
STD_MAE:  8.87662782427
CV_MAE:  0.690933760683



ITERATION 2696 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.50073883783
AVG_RMSE_PER_AREA:  1.35076870825
STD_RMSE:  0.171454433244
CV_RMSE:  0.154320843494
AVG_MAE:  1.24020919105
AVG_MAE_PER_AREA:  1.11627401433
STD_MAE:  0.107303482282
CV_MAE:  0.0965805525251



ITERATION 2697 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.3917145852
AVG_RMSE_PER_AREA:  3.61101112466
STD_RMSE:  47.4798221271
CV_RMSE:  3.69570660259
AVG_MAE:  19.4548377019
AVG_MAE_PER_AREA:  1.51431426922
STD_MAE:  11.3616652126
CV_MAE:  0.884362646308



ITERATION 2698 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.48235164526
AVG_RMSE_PER_AREA:  1.33421896374
STD_RMSE:  0.229823434899
CV_RMSE:  0.206856980349
AVG_MAE:  1.23119433184
AVG_MAE_PER_AREA:  1.10816001779
STD_MAE:  0.17365384034
CV_MAE:  0.156300461937



ITERATION 2699 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.1970440109
AVG_RMSE_PER_AREA:  3.44018364114
STD_RMSE:  48.8416534044
CV_RMSE:  3.8017080284
AVG_MAE:  19.235631874
AVG_MAE_PER_AREA:  1.4972518543
STD_MAE:  12.4142290249
CV_MAE:  0.966291492214



ITERATION 2700 OF 6498
HP:  8
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.48185772582
AVG_RMSE_PER_AREA:  1.3337744021
STD_RMSE:  0.243175735746
CV_RMSE:  0.218874974228
AVG_MAE:  1.23524667274
AVG_MAE_PER_AREA:  1.11180740476
STD_MAE:  0.170460641448
CV_MAE:  0.153426362172



ITERATION 2701 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.0614737119
AVG_RMSE_PER_AREA:  4.59719241937
STD_RMSE:  29.8110515745
CV_RMSE:  2.32041518266
AVG_MAE:  20.6624171736
AVG_MAE_PER_AREA:  1.60830913328
STD_MAE:  3.47454772004
CV_MAE:  0.270449811619



ITERATION 2702 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.48596742613
AVG_RMSE_PER_AREA:  1.3374734165
STD_RMSE:  0.0164372529952
CV_RMSE:  0.0147946640921
AVG_MAE:  1.18648716389
AVG_MAE_PER_AREA:  1.06792047579
STD_MAE:  0.0156462102488
CV_MAE:  0.0140826709312



ITERATION 2703 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.3472821275
AVG_RMSE_PER_AREA:  4.69727642218
STD_RMSE:  32.202634011
CV_RMSE:  2.50656977646
AVG_MAE:  21.721659494
AVG_MAE_PER_AREA:  1.690757817
STD_MAE:  5.96492774576
CV_MAE:  0.464294554326



ITERATION 2704 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.51708246521
AVG_RMSE_PER_AREA:  1.36547910282
STD_RMSE:  0.108609213467
CV_RMSE:  0.0977558008639
AVG_MAE:  1.21552665788
AVG_MAE_PER_AREA:  1.09405802804
STD_MAE:  0.102418807976
CV_MAE:  0.0921840079455



ITERATION 2705 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.5130191036
AVG_RMSE_PER_AREA:  4.3988273013
STD_RMSE:  38.0537112865
CV_RMSE:  2.96200250452
AVG_MAE:  21.2455500608
AVG_MAE_PER_AREA:  1.65369868963
STD_MAE:  7.57421466917
CV_MAE:  0.58955728788



ITERATION 2706 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.50723897659
AVG_RMSE_PER_AREA:  1.35661928253
STD_RMSE:  0.100533875971
CV_RMSE:  0.090487438826
AVG_MAE:  1.20065656435
AVG_MAE_PER_AREA:  1.08067391581
STD_MAE:  0.0740784823822
CV_MAE:  0.066675755591



ITERATION 2707 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.2238755973
AVG_RMSE_PER_AREA:  4.3763211183
STD_RMSE:  38.3851159243
CV_RMSE:  2.98779818472
AVG_MAE:  21.5205578242
AVG_MAE_PER_AREA:  1.67510458294
STD_MAE:  7.95493376939
CV_MAE:  0.61919147835



ITERATION 2708 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.51082054922
AVG_RMSE_PER_AREA:  1.35984294551
STD_RMSE:  0.13120291284
CV_RMSE:  0.118091692324
AVG_MAE:  1.20607219645
AVG_MAE_PER_AREA:  1.08554835911
STD_MAE:  0.110716664716
CV_MAE:  0.0996526526873



ITERATION 2709 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.0528391943
AVG_RMSE_PER_AREA:  4.28517067222
STD_RMSE:  40.3710457795
CV_RMSE:  3.14237783034
AVG_MAE:  21.5560134804
AVG_MAE_PER_AREA:  1.67786435955
STD_MAE:  8.57593908802
CV_MAE:  0.667528926839



ITERATION 2710 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49560148575
AVG_RMSE_PER_AREA:  1.34614473621
STD_RMSE:  0.149105273317
CV_RMSE:  0.134205054441
AVG_MAE:  1.19531252011
AVG_MAE_PER_AREA:  1.07586390653
STD_MAE:  0.109347334558
CV_MAE:  0.0984201608764



ITERATION 2711 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.3455589677
AVG_RMSE_PER_AREA:  4.1522803933
STD_RMSE:  43.0980076837
CV_RMSE:  3.35463749482
AVG_MAE:  21.8658389749
AVG_MAE_PER_AREA:  1.70198037503
STD_MAE:  10.8574654063
CV_MAE:  0.845117036917



ITERATION 2712 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.51139108349
AVG_RMSE_PER_AREA:  1.3603564658
STD_RMSE:  0.16672242505
CV_RMSE:  0.15006170897
AVG_MAE:  1.21307082463
AVG_MAE_PER_AREA:  1.09184760833
STD_MAE:  0.127105201632
CV_MAE:  0.11440346894



ITERATION 2713 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.1023104683
AVG_RMSE_PER_AREA:  3.97767172968
STD_RMSE:  45.317260141
CV_RMSE:  3.52737836856
AVG_MAE:  21.8058953081
AVG_MAE_PER_AREA:  1.69731451499
STD_MAE:  12.6962677873
CV_MAE:  0.988244660313



ITERATION 2714 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.49549416287
AVG_RMSE_PER_AREA:  1.3460481382
STD_RMSE:  0.216365957276
CV_RMSE:  0.1947443201
AVG_MAE:  1.20393821402
AVG_MAE_PER_AREA:  1.08362762739
STD_MAE:  0.155190874451
CV_MAE:  0.139682516192



ITERATION 2715 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.9698786443
AVG_RMSE_PER_AREA:  3.81168874957
STD_RMSE:  48.2073790976
CV_RMSE:  3.75233775618
AVG_MAE:  21.9741932087
AVG_MAE_PER_AREA:  1.71041438847
STD_MAE:  14.3244013614
CV_MAE:  1.11497436843



ITERATION 2716 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.48137884702
AVG_RMSE_PER_AREA:  1.33334337807
STD_RMSE:  0.250076885386
CV_RMSE:  0.225086486018
AVG_MAE:  1.20021176171
AVG_MAE_PER_AREA:  1.08027356269
STD_MAE:  0.19502779229
CV_MAE:  0.17553849639



ITERATION 2717 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.3409053033
AVG_RMSE_PER_AREA:  3.68489367617
STD_RMSE:  48.2461033666
CV_RMSE:  3.75535195317
AVG_MAE:  21.2686961892
AVG_MAE_PER_AREA:  1.65550032442
STD_MAE:  13.1904126009
CV_MAE:  1.02670761506



ITERATION 2718 OF 6498
HP:  8
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.47734830171
AVG_RMSE_PER_AREA:  1.32971560863
STD_RMSE:  0.267127803145
CV_RMSE:  0.240433490823
AVG_MAE:  1.19958094348
AVG_MAE_PER_AREA:  1.07970578266
STD_MAE:  0.184957098187
CV_MAE:  0.166474175455



ITERATION 2719 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.1803603251
AVG_RMSE_PER_AREA:  4.60644624597
STD_RMSE:  29.7459931188
CV_RMSE:  2.31535120067
AVG_MAE:  20.6170995906
AVG_MAE_PER_AREA:  1.60478172979
STD_MAE:  3.45603405369
CV_MAE:  0.269008755694



ITERATION 2720 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.48663862727
AVG_RMSE_PER_AREA:  1.33807754393
STD_RMSE:  0.0127605247786
CV_RMSE:  0.011485354505
AVG_MAE:  1.18745207205
AVG_MAE_PER_AREA:  1.06878895984
STD_MAE:  0.0164805777216
CV_MAE:  0.0148336593411



ITERATION 2721 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.3881263198
AVG_RMSE_PER_AREA:  4.70045562851
STD_RMSE:  32.3159930229
CV_RMSE:  2.51539334887
AVG_MAE:  21.7086134242
AVG_MAE_PER_AREA:  1.68974234465
STD_MAE:  6.08586705108
CV_MAE:  0.473708157182



ITERATION 2722 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.51547355372
AVG_RMSE_PER_AREA:  1.36403097125
STD_RMSE:  0.111055185389
CV_RMSE:  0.0999573446975
AVG_MAE:  1.21615079283
AVG_MAE_PER_AREA:  1.09461979264
STD_MAE:  0.104152896598
CV_MAE:  0.0937448075928



ITERATION 2723 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.4402591791
AVG_RMSE_PER_AREA:  4.39316385688
STD_RMSE:  38.1748075817
CV_RMSE:  2.97142832706
AVG_MAE:  21.2017597649
AVG_MAE_PER_AREA:  1.65029016621
STD_MAE:  7.61709472081
CV_MAE:  0.59289496024



ITERATION 2724 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.50987797776
AVG_RMSE_PER_AREA:  1.35899456603
STD_RMSE:  0.0989947155596
CV_RMSE:  0.0891020880449
AVG_MAE:  1.20384903879
AVG_MAE_PER_AREA:  1.08354736352
STD_MAE:  0.0728214237843
CV_MAE:  0.0655443159457



ITERATION 2725 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.9796061475
AVG_RMSE_PER_AREA:  4.35730781584
STD_RMSE:  38.4486825979
CV_RMSE:  2.99274605026
AVG_MAE:  21.2702552598
AVG_MAE_PER_AREA:  1.65562167844
STD_MAE:  7.91890139958
CV_MAE:  0.61638681184



ITERATION 2726 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.50603328747
AVG_RMSE_PER_AREA:  1.35553407897
STD_RMSE:  0.12630651523
CV_RMSE:  0.113684595961
AVG_MAE:  1.20187924707
AVG_MAE_PER_AREA:  1.08177441479
STD_MAE:  0.106542381686
CV_MAE:  0.0958955093699



ITERATION 2727 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.4873675167
AVG_RMSE_PER_AREA:  4.24115581878
STD_RMSE:  40.548412172
CV_RMSE:  3.15618357178
AVG_MAE:  21.2586791101
AVG_MAE_PER_AREA:  1.65472062088
STD_MAE:  8.46931999052
CV_MAE:  0.659229971936



ITERATION 2728 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4907701495
AVG_RMSE_PER_AREA:  1.34179619957
STD_RMSE:  0.148251451051
CV_RMSE:  0.133436555372
AVG_MAE:  1.19435507745
AVG_MAE_PER_AREA:  1.07500214195
STD_MAE:  0.107225449244
CV_MAE:  0.0965103173964



ITERATION 2729 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.01681333
AVG_RMSE_PER_AREA:  4.12669168278
STD_RMSE:  42.8725719701
CV_RMSE:  3.3370901617
AVG_MAE:  21.5002417795
AVG_MAE_PER_AREA:  1.67352323454
STD_MAE:  10.444341268
CV_MAE:  0.812960522061



ITERATION 2730 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.5097161629
AVG_RMSE_PER_AREA:  1.35884892148
STD_RMSE:  0.164869937285
CV_RMSE:  0.148394341909
AVG_MAE:  1.2127449229
AVG_MAE_PER_AREA:  1.09155427424
STD_MAE:  0.126162096758
CV_MAE:  0.113554609352



ITERATION 2731 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.6978679023
AVG_RMSE_PER_AREA:  3.94619096596
STD_RMSE:  44.9723338868
CV_RMSE:  3.50053020068
AVG_MAE:  21.2777027311
AVG_MAE_PER_AREA:  1.65620137036
STD_MAE:  12.1950592069
CV_MAE:  0.94923188021



ITERATION 2732 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48866409253
AVG_RMSE_PER_AREA:  1.3399006027
STD_RMSE:  0.214443160311
CV_RMSE:  0.193013669898
AVG_MAE:  1.19901288728
AVG_MAE_PER_AREA:  1.07919449281
STD_MAE:  0.154240600737
CV_MAE:  0.138827204152



ITERATION 2733 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.486738458
AVG_RMSE_PER_AREA:  3.77408236656
STD_RMSE:  48.1466707622
CV_RMSE:  3.74761237631
AVG_MAE:  21.6371479915
AVG_MAE_PER_AREA:  1.68417966014
STD_MAE:  14.1184111135
CV_MAE:  1.09894062009



ITERATION 2734 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.47830241394
AVG_RMSE_PER_AREA:  1.3305743756
STD_RMSE:  0.247734791361
CV_RMSE:  0.222978439474
AVG_MAE:  1.19919962725
AVG_MAE_PER_AREA:  1.07936257169
STD_MAE:  0.190711902427
CV_MAE:  0.171653897132



ITERATION 2735 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.0042258089
AVG_RMSE_PER_AREA:  3.65868741476
STD_RMSE:  48.1781134237
CV_RMSE:  3.75005979179
AVG_MAE:  21.0536166008
AVG_MAE_PER_AREA:  1.63875908531
STD_MAE:  12.7808726641
CV_MAE:  0.99483008519



ITERATION 2736 OF 6498
HP:  8
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.47530979443
AVG_RMSE_PER_AREA:  1.32788081115
STD_RMSE:  0.267325290904
CV_RMSE:  0.24061124346
AVG_MAE:  1.19978268926
AVG_MAE_PER_AREA:  1.07988736782
STD_MAE:  0.182075278747
CV_MAE:  0.163880338723



ITERATION 2737 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.6783263329
AVG_RMSE_PER_AREA:  4.72304404726
STD_RMSE:  31.0590027336
CV_RMSE:  2.41755247451
AVG_MAE:  22.1355090912
AVG_MAE_PER_AREA:  1.7229707997
STD_MAE:  3.68470844176
CV_MAE:  0.286808178859



ITERATION 2738 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.51250559052
AVG_RMSE_PER_AREA:  1.36135959918
STD_RMSE:  0.0155224813013
CV_RMSE:  0.0139713063244
AVG_MAE:  1.2361901938
AVG_MAE_PER_AREA:  1.11265663895
STD_MAE:  0.00734323205341
CV_MAE:  0.0066094165255



ITERATION 2739 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.5580297866
AVG_RMSE_PER_AREA:  4.86935530442
STD_RMSE:  28.5559393434
CV_RMSE:  2.2227204915
AVG_MAE:  22.4826638038
AVG_MAE_PER_AREA:  1.74999242502
STD_MAE:  4.87465950786
CV_MAE:  0.379430893409



ITERATION 2740 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.54116723561
AVG_RMSE_PER_AREA:  1.3871570613
STD_RMSE:  0.0661986669605
CV_RMSE:  0.0595833769372
AVG_MAE:  1.27068695057
AVG_MAE_PER_AREA:  1.14370610499
STD_MAE:  0.0703402714907
CV_MAE:  0.0633111073459



ITERATION 2741 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  60.4705191385
AVG_RMSE_PER_AREA:  4.70686887251
STD_RMSE:  33.7907433245
CV_RMSE:  2.6301840996
AVG_MAE:  22.4736845848
AVG_MAE_PER_AREA:  1.74929350582
STD_MAE:  5.34556739558
CV_MAE:  0.416085145929



ITERATION 2742 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.52029701743
AVG_RMSE_PER_AREA:  1.36837242206
STD_RMSE:  0.0857680178199
CV_RMSE:  0.0771971456459
AVG_MAE:  1.23922535648
AVG_MAE_PER_AREA:  1.1153884952
STD_MAE:  0.0647155075224
CV_MAE:  0.0582484309039



ITERATION 2743 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.2571683369
AVG_RMSE_PER_AREA:  4.30107512443
STD_RMSE:  37.6399180732
CV_RMSE:  2.92979391059
AVG_MAE:  21.2745724571
AVG_MAE_PER_AREA:  1.65595771792
STD_MAE:  6.98113005697
CV_MAE:  0.543393114995



ITERATION 2744 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.49580349094
AVG_RMSE_PER_AREA:  1.34632655485
STD_RMSE:  0.0953771268429
CV_RMSE:  0.0858460080963
AVG_MAE:  1.22312011792
AVG_MAE_PER_AREA:  1.10089266705
STD_MAE:  0.0912731343767
CV_MAE:  0.0821521311456



ITERATION 2745 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  57.1163810654
AVG_RMSE_PER_AREA:  4.4457914365
STD_RMSE:  38.1425574281
CV_RMSE:  2.96891805848
AVG_MAE:  22.2611437908
AVG_MAE_PER_AREA:  1.73274987991
STD_MAE:  6.47482933921
CV_MAE:  0.503983976088



ITERATION 2746 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49002638534
AVG_RMSE_PER_AREA:  1.34112676041
STD_RMSE:  0.144551019388
CV_RMSE:  0.130105911044
AVG_MAE:  1.23868598738
AVG_MAE_PER_AREA:  1.11490302572
STD_MAE:  0.104484585958
CV_MAE:  0.094043350948



ITERATION 2747 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.5715327357
AVG_RMSE_PER_AREA:  4.16986960718
STD_RMSE:  42.2554787227
CV_RMSE:  3.28905721873
AVG_MAE:  20.5553255964
AVG_MAE_PER_AREA:  1.59997340179
STD_MAE:  9.3500519275
CV_MAE:  0.727783868913



ITERATION 2748 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.49010565266
AVG_RMSE_PER_AREA:  1.34119810648
STD_RMSE:  0.150096225786
CV_RMSE:  0.135096980173
AVG_MAE:  1.22055971961
AVG_MAE_PER_AREA:  1.09858813156
STD_MAE:  0.1032967959
CV_MAE:  0.0929742577771



ITERATION 2749 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.1655499512
AVG_RMSE_PER_AREA:  3.74908188357
STD_RMSE:  45.0294892123
CV_RMSE:  3.50497902346
AVG_MAE:  19.6984150638
AVG_MAE_PER_AREA:  1.53327370134
STD_MAE:  8.73738106035
CV_MAE:  0.680095152581



ITERATION 2750 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.49767969714
AVG_RMSE_PER_AREA:  1.34801527014
STD_RMSE:  0.17690549387
CV_RMSE:  0.159227174919
AVG_MAE:  1.23236818043
AVG_MAE_PER_AREA:  1.10921656268
STD_MAE:  0.11892146651
CV_MAE:  0.107037541545



ITERATION 2751 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.7115305211
AVG_RMSE_PER_AREA:  3.71374218493
STD_RMSE:  47.7364315477
CV_RMSE:  3.71568041646
AVG_MAE:  20.5469098673
AVG_MAE_PER_AREA:  1.59931834319
STD_MAE:  11.9246696669
CV_MAE:  0.928185457469



ITERATION 2752 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.47459529999
AVG_RMSE_PER_AREA:  1.32723771676
STD_RMSE:  0.218517391015
CV_RMSE:  0.196680759205
AVG_MAE:  1.2163927046
AVG_MAE_PER_AREA:  1.09483752996
STD_MAE:  0.144677861619
CV_MAE:  0.130220077822



ITERATION 2753 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.1673147724
AVG_RMSE_PER_AREA:  3.67138183804
STD_RMSE:  47.5147727945
CV_RMSE:  3.69842707218
AVG_MAE:  21.5114936702
AVG_MAE_PER_AREA:  1.67439905262
STD_MAE:  12.5946610923
CV_MAE:  0.980335857866



ITERATION 2754 OF 6498
HP:  9
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.49439068568
AVG_RMSE_PER_AREA:  1.34505493244
STD_RMSE:  0.241733266967
CV_RMSE:  0.217576652601
AVG_MAE:  1.24431429972
AVG_MAE_PER_AREA:  1.11996889594
STD_MAE:  0.158029985364
CV_MAE:  0.142237912297



ITERATION 2755 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.3650116759
AVG_RMSE_PER_AREA:  4.38730678578
STD_RMSE:  31.2469245951
CV_RMSE:  2.43217982636
AVG_MAE:  18.6710936605
AVG_MAE_PER_AREA:  1.45330965929
STD_MAE:  3.55041369232
CV_MAE:  0.276355022761



ITERATION 2756 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45092836393
AVG_RMSE_PER_AREA:  1.30593583808
STD_RMSE:  0.0175882873968
CV_RMSE:  0.0158306746308
AVG_MAE:  1.19309313823
AVG_MAE_PER_AREA:  1.0738663094
STD_MAE:  0.0189751963715
CV_MAE:  0.0170789885925



ITERATION 2757 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.66252802
AVG_RMSE_PER_AREA:  4.64397693277
STD_RMSE:  30.0039013451
CV_RMSE:  2.33542611023
AVG_MAE:  19.8234833831
AVG_MAE_PER_AREA:  1.54300869597
STD_MAE:  3.66256606214
CV_MAE:  0.285084673275



ITERATION 2758 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47302504211
AVG_RMSE_PER_AREA:  1.3258243761
STD_RMSE:  0.0490941476566
CV_RMSE:  0.0441881270355
AVG_MAE:  1.19718096345
AVG_MAE_PER_AREA:  1.07754563471
STD_MAE:  0.0530301327489
CV_MAE:  0.0477307857346



ITERATION 2759 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.8463529965
AVG_RMSE_PER_AREA:  4.34693573508
STD_RMSE:  36.2557840948
CV_RMSE:  2.82205650018
AVG_MAE:  19.4779197593
AVG_MAE_PER_AREA:  1.51611091689
STD_MAE:  5.59519495481
CV_MAE:  0.435515509766



ITERATION 2760 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47736729042
AVG_RMSE_PER_AREA:  1.32973269979
STD_RMSE:  0.0788415596839
CV_RMSE:  0.0709628544599
AVG_MAE:  1.20263316697
AVG_MAE_PER_AREA:  1.08245299482
STD_MAE:  0.0631219693633
CV_MAE:  0.0568141363908



ITERATION 2761 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.2213633258
AVG_RMSE_PER_AREA:  4.06477591096
STD_RMSE:  37.8924919448
CV_RMSE:  2.94945360776
AVG_MAE:  18.2642416706
AVG_MAE_PER_AREA:  1.42164135225
STD_MAE:  6.12892437485
CV_MAE:  0.477059627946



ITERATION 2762 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46432017934
AVG_RMSE_PER_AREA:  1.3179893978
STD_RMSE:  0.0980918603912
CV_RMSE:  0.0882894559741
AVG_MAE:  1.19426809713
AVG_MAE_PER_AREA:  1.07492385365
STD_MAE:  0.10058138716
CV_MAE:  0.0905302021807



ITERATION 2763 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.1958090299
AVG_RMSE_PER_AREA:  4.14062424529
STD_RMSE:  39.9900998156
CV_RMSE:  3.11272598139
AVG_MAE:  19.4164937992
AVG_MAE_PER_AREA:  1.51132967897
STD_MAE:  7.08000390653
CV_MAE:  0.551089199822



ITERATION 2764 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47396039705
AVG_RMSE_PER_AREA:  1.32666626022
STD_RMSE:  0.112747313693
CV_RMSE:  0.101480377157
AVG_MAE:  1.20533891407
AVG_MAE_PER_AREA:  1.08488835427
STD_MAE:  0.0814884864254
CV_MAE:  0.0733452715237



ITERATION 2765 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.9292144079
AVG_RMSE_PER_AREA:  4.0420357945
STD_RMSE:  40.6595375101
CV_RMSE:  3.16483328079
AVG_MAE:  19.7798624543
AVG_MAE_PER_AREA:  1.53961335565
STD_MAE:  7.95210660021
CV_MAE:  0.61897141881



ITERATION 2766 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46146447852
AVG_RMSE_PER_AREA:  1.31541906962
STD_RMSE:  0.165680014618
CV_RMSE:  0.149123467514
AVG_MAE:  1.19704843271
AVG_MAE_PER_AREA:  1.07742634788
STD_MAE:  0.118876510554
CV_MAE:  0.106997078076



ITERATION 2767 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.4838322536
AVG_RMSE_PER_AREA:  3.77385615512
STD_RMSE:  43.8446783864
CV_RMSE:  3.41275641192
AVG_MAE:  19.1435421724
AVG_MAE_PER_AREA:  1.49008383001
STD_MAE:  9.4933192612
CV_MAE:  0.738935427773



ITERATION 2768 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46327385759
AVG_RMSE_PER_AREA:  1.31704763589
STD_RMSE:  0.194970176841
CV_RMSE:  0.175486638502
AVG_MAE:  1.20558759765
AVG_MAE_PER_AREA:  1.08511218669
STD_MAE:  0.146587903642
CV_MAE:  0.131939247694



ITERATION 2769 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.0892754588
AVG_RMSE_PER_AREA:  3.50963263032
STD_RMSE:  46.721200828
CV_RMSE:  3.63665748196
AVG_MAE:  18.7614814815
AVG_MAE_PER_AREA:  1.46034521359
STD_MAE:  11.4126509443
CV_MAE:  0.888331243846



ITERATION 2770 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45107843847
AVG_RMSE_PER_AREA:  1.30607091554
STD_RMSE:  0.221232947575
CV_RMSE:  0.19912494785
AVG_MAE:  1.19446682197
AVG_MAE_PER_AREA:  1.07510271974
STD_MAE:  0.164746273737
CV_MAE:  0.148283036166



ITERATION 2771 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.2117028969
AVG_RMSE_PER_AREA:  3.36348723628
STD_RMSE:  48.7878715603
CV_RMSE:  3.79752178871
AVG_MAE:  18.9027734815
AVG_MAE_PER_AREA:  1.47134301758
STD_MAE:  12.3288830686
CV_MAE:  0.959648383623



ITERATION 2772 OF 6498
HP:  9
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44770040316
AVG_RMSE_PER_AREA:  1.30303045022
STD_RMSE:  0.249902610336
CV_RMSE:  0.224929626424
AVG_MAE:  1.19652168808
AVG_MAE_PER_AREA:  1.07695224131
STD_MAE:  0.173160923898
CV_MAE:  0.155856803062



ITERATION 2773 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.8459842791
AVG_RMSE_PER_AREA:  4.34690703507
STD_RMSE:  31.8901876671
CV_RMSE:  2.48224976082
AVG_MAE:  18.6936642968
AVG_MAE_PER_AREA:  1.45506649926
STD_MAE:  3.25876726817
CV_MAE:  0.253654019112



ITERATION 2774 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.48647512974
AVG_RMSE_PER_AREA:  1.33793038485
STD_RMSE:  0.0260488521265
CV_RMSE:  0.0234457678122
AVG_MAE:  1.21483804695
AVG_MAE_PER_AREA:  1.09343823059
STD_MAE:  0.0181444145127
CV_MAE:  0.0163312274832



ITERATION 2775 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.679224658
AVG_RMSE_PER_AREA:  4.56743914126
STD_RMSE:  30.5699846002
CV_RMSE:  2.37948856728
AVG_MAE:  19.6287883993
AVG_MAE_PER_AREA:  1.52785414178
STD_MAE:  3.5170927668
CV_MAE:  0.273761408064



ITERATION 2776 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50518667723
AVG_RMSE_PER_AREA:  1.35477207122
STD_RMSE:  0.0885314887662
CV_RMSE:  0.0796844605513
AVG_MAE:  1.22913583017
AVG_MAE_PER_AREA:  1.10630722397
STD_MAE:  0.0656415848257
CV_MAE:  0.0590819645017



ITERATION 2777 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.8007562969
AVG_RMSE_PER_AREA:  4.34338660586
STD_RMSE:  36.1655982943
CV_RMSE:  2.81503667063
AVG_MAE:  19.8119356734
AVG_MAE_PER_AREA:  1.5421098521
STD_MAE:  5.39058971162
CV_MAE:  0.419589566611



ITERATION 2778 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.49497233082
AVG_RMSE_PER_AREA:  1.34557845328
STD_RMSE:  0.0893663398989
CV_RMSE:  0.0804358842885
AVG_MAE:  1.20994392976
AVG_MAE_PER_AREA:  1.08903318676
STD_MAE:  0.0658135581132
CV_MAE:  0.0592367523499



ITERATION 2779 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.9398901016
AVG_RMSE_PER_AREA:  4.19854159221
STD_RMSE:  36.7989618548
CV_RMSE:  2.86433605271
AVG_MAE:  19.7746583466
AVG_MAE_PER_AREA:  1.53920828136
STD_MAE:  5.52001913897
CV_MAE:  0.429664018616



ITERATION 2780 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.49815265321
AVG_RMSE_PER_AREA:  1.34844096331
STD_RMSE:  0.106418743843
CV_RMSE:  0.0957842267636
AVG_MAE:  1.22068257592
AVG_MAE_PER_AREA:  1.09869871073
STD_MAE:  0.0782923876581
CV_MAE:  0.0704685616695



ITERATION 2781 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.9438013558
AVG_RMSE_PER_AREA:  4.12100861947
STD_RMSE:  40.2636048235
CV_RMSE:  3.1340149041
AVG_MAE:  19.740082244
AVG_MAE_PER_AREA:  1.53651696692
STD_MAE:  7.18052919009
CV_MAE:  0.558913828001



ITERATION 2782 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49798981278
AVG_RMSE_PER_AREA:  1.34829439566
STD_RMSE:  0.145767304869
CV_RMSE:  0.131200652066
AVG_MAE:  1.21253270154
AVG_MAE_PER_AREA:  1.09136326034
STD_MAE:  0.0922918966416
CV_MAE:  0.0830690876165



ITERATION 2783 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.6436253517
AVG_RMSE_PER_AREA:  3.94196886606
STD_RMSE:  41.7356486863
CV_RMSE:  3.24859499263
AVG_MAE:  19.7900021492
AVG_MAE_PER_AREA:  1.54040260328
STD_MAE:  7.9763516379
CV_MAE:  0.620858589862



ITERATION 2784 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48624927712
AVG_RMSE_PER_AREA:  1.33772710188
STD_RMSE:  0.185510746057
CV_RMSE:  0.166972496815
AVG_MAE:  1.20610153822
AVG_MAE_PER_AREA:  1.08557476873
STD_MAE:  0.133024990683
CV_MAE:  0.119731688353



ITERATION 2785 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.6125053072
AVG_RMSE_PER_AREA:  3.70603431829
STD_RMSE:  43.766447032
CV_RMSE:  3.40666708554
AVG_MAE:  19.1601049486
AVG_MAE_PER_AREA:  1.49137303369
STD_MAE:  9.24568637127
CV_MAE:  0.719660323838



ITERATION 2786 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48638595572
AVG_RMSE_PER_AREA:  1.33785012206
STD_RMSE:  0.200578362551
CV_RMSE:  0.180534393366
AVG_MAE:  1.21163324522
AVG_MAE_PER_AREA:  1.09055368747
STD_MAE:  0.140588848364
CV_MAE:  0.126539683197



ITERATION 2787 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.3413330045
AVG_RMSE_PER_AREA:  3.52925213802
STD_RMSE:  46.7740194232
CV_RMSE:  3.64076874486
AVG_MAE:  19.593293264
AVG_MAE_PER_AREA:  1.52509129222
STD_MAE:  11.7020143988
CV_MAE:  0.910854547042



ITERATION 2788 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.47470468356
AVG_RMSE_PER_AREA:  1.32733616954
STD_RMSE:  0.249035652606
CV_RMSE:  0.22414930453
AVG_MAE:  1.21472281969
AVG_MAE_PER_AREA:  1.0933345181
STD_MAE:  0.180978282987
CV_MAE:  0.162892966698



ITERATION 2789 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.6117624181
AVG_RMSE_PER_AREA:  3.39462683511
STD_RMSE:  47.8607131312
CV_RMSE:  3.72535417361
AVG_MAE:  19.1814596819
AVG_MAE_PER_AREA:  1.49303523092
STD_MAE:  11.9072261407
CV_MAE:  0.926827698487



ITERATION 2790 OF 6498
HP:  9
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45504178082
AVG_RMSE_PER_AREA:  1.30963819766
STD_RMSE:  0.287374630648
CV_RMSE:  0.258657035349
AVG_MAE:  1.20338314104
AVG_MAE_PER_AREA:  1.08312802334
STD_MAE:  0.197457961023
CV_MAE:  0.17772581626



ITERATION 2791 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.9217258849
AVG_RMSE_PER_AREA:  4.4306399805
STD_RMSE:  31.9695707031
CV_RMSE:  2.48842873112
AVG_MAE:  19.1455977381
AVG_MAE_PER_AREA:  1.49024382994
STD_MAE:  3.83733353716
CV_MAE:  0.298688121696



ITERATION 2792 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49078271349
AVG_RMSE_PER_AREA:  1.34180750803
STD_RMSE:  0.0437956971519
CV_RMSE:  0.0394191552706
AVG_MAE:  1.2115493146
AVG_MAE_PER_AREA:  1.09047814411
STD_MAE:  0.0248018070072
CV_MAE:  0.0223233409898



ITERATION 2793 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.3665631292
AVG_RMSE_PER_AREA:  4.62093979085
STD_RMSE:  31.3156600995
CV_RMSE:  2.43753002031
AVG_MAE:  20.2337779852
AVG_MAE_PER_AREA:  1.57494496705
STD_MAE:  5.70877559947
CV_MAE:  0.4443563335



ITERATION 2794 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48513446088
AVG_RMSE_PER_AREA:  1.33672369019
STD_RMSE:  0.0787312155778
CV_RMSE:  0.0708635371357
AVG_MAE:  1.19936879257
AVG_MAE_PER_AREA:  1.07951483218
STD_MAE:  0.0744720391719
CV_MAE:  0.0670299839104



ITERATION 2795 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.3883678924
AVG_RMSE_PER_AREA:  4.38912477328
STD_RMSE:  36.6586226709
CV_RMSE:  2.85341241346
AVG_MAE:  20.1500733121
AVG_MAE_PER_AREA:  1.56842961169
STD_MAE:  6.48000074438
CV_MAE:  0.504386504896



ITERATION 2796 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.49245232403
AVG_RMSE_PER_AREA:  1.34331027294
STD_RMSE:  0.0864557289961
CV_RMSE:  0.0778161332497
AVG_MAE:  1.20637813184
AVG_MAE_PER_AREA:  1.08582372212
STD_MAE:  0.0616176454645
CV_MAE:  0.0554601408799



ITERATION 2797 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.0414520915
AVG_RMSE_PER_AREA:  4.20644691493
STD_RMSE:  37.8070125701
CV_RMSE:  2.94280011423
AVG_MAE:  19.9710106951
AVG_MAE_PER_AREA:  1.55449184053
STD_MAE:  6.64343641511
CV_MAE:  0.517107914968



ITERATION 2798 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.48680034634
AVG_RMSE_PER_AREA:  1.33822310227
STD_RMSE:  0.127619896197
CV_RMSE:  0.114866729632
AVG_MAE:  1.2075735663
AVG_MAE_PER_AREA:  1.08689969578
STD_MAE:  0.105101344867
CV_MAE:  0.0945984766063



ITERATION 2799 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.070012514
AVG_RMSE_PER_AREA:  4.13083256972
STD_RMSE:  41.039370818
CV_RMSE:  3.19439852348
AVG_MAE:  19.8596107759
AVG_MAE_PER_AREA:  1.54582075883
STD_MAE:  8.41635631497
CV_MAE:  0.655107416361



ITERATION 2800 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48096108824
AVG_RMSE_PER_AREA:  1.33296736629
STD_RMSE:  0.161690985625
CV_RMSE:  0.145533065637
AVG_MAE:  1.20105356498
AVG_MAE_PER_AREA:  1.08103124383
STD_MAE:  0.108115499232
CV_MAE:  0.0973114239192



ITERATION 2801 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.2150702591
AVG_RMSE_PER_AREA:  3.98644866027
STD_RMSE:  42.054696068
CV_RMSE:  3.27342881598
AVG_MAE:  20.178620245
AVG_MAE_PER_AREA:  1.57065163115
STD_MAE:  9.23538564415
CV_MAE:  0.71885854187



ITERATION 2802 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47598790881
AVG_RMSE_PER_AREA:  1.32849116097
STD_RMSE:  0.157102123033
CV_RMSE:  0.141402772051
AVG_MAE:  1.21013444862
AVG_MAE_PER_AREA:  1.08920466691
STD_MAE:  0.118183284162
CV_MAE:  0.106373126397



ITERATION 2803 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.2201886053
AVG_RMSE_PER_AREA:  3.75333481515
STD_RMSE:  44.6869633043
CV_RMSE:  3.47831769233
AVG_MAE:  19.5729627762
AVG_MAE_PER_AREA:  1.52350881961
STD_MAE:  10.2141702194
CV_MAE:  0.79504460271



ITERATION 2804 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.47159939073
AVG_RMSE_PER_AREA:  1.3245411913
STD_RMSE:  0.192309319907
CV_RMSE:  0.173091683302
AVG_MAE:  1.19886932263
AVG_MAE_PER_AREA:  1.07906527471
STD_MAE:  0.138578133468
CV_MAE:  0.124729900779



ITERATION 2805 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.8374640489
AVG_RMSE_PER_AREA:  3.56786969584
STD_RMSE:  47.1723650599
CV_RMSE:  3.67177493936
AVG_MAE:  19.4141627216
AVG_MAE_PER_AREA:  1.51114823392
STD_MAE:  12.1606084569
CV_MAE:  0.946550322897



ITERATION 2806 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45550047647
AVG_RMSE_PER_AREA:  1.31005105546
STD_RMSE:  0.211937029883
CV_RMSE:  0.19075797925
AVG_MAE:  1.19814571987
AVG_MAE_PER_AREA:  1.07841398219
STD_MAE:  0.148726210794
CV_MAE:  0.133863871963



ITERATION 2807 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.698850768
AVG_RMSE_PER_AREA:  3.47924298177
STD_RMSE:  48.242686588
CV_RMSE:  3.75508599996
AVG_MAE:  20.0634838938
AVG_MAE_PER_AREA:  1.56168971523
STD_MAE:  12.2820865453
CV_MAE:  0.95600586324



ITERATION 2808 OF 6498
HP:  9
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44039387058
AVG_RMSE_PER_AREA:  1.29645406576
STD_RMSE:  0.264916554092
CV_RMSE:  0.2384432138
AVG_MAE:  1.19323823607
AVG_MAE_PER_AREA:  1.07399690749
STD_MAE:  0.181318164512
CV_MAE:  0.163198883569



ITERATION 2809 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.0132370141
AVG_RMSE_PER_AREA:  4.74911262883
STD_RMSE:  29.4541171765
CV_RMSE:  2.29263233192
AVG_MAE:  20.8796064535
AVG_MAE_PER_AREA:  1.62521458532
STD_MAE:  2.07848887027
CV_MAE:  0.161784200048



ITERATION 2810 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45160128188
AVG_RMSE_PER_AREA:  1.30654151076
STD_RMSE:  0.0255588379852
CV_RMSE:  0.0230047212077
AVG_MAE:  1.17234605578
AVG_MAE_PER_AREA:  1.05519250084
STD_MAE:  0.0122717514429
CV_MAE:  0.0110454247113



ITERATION 2811 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.2880588922
AVG_RMSE_PER_AREA:  4.77050405331
STD_RMSE:  28.7929723034
CV_RMSE:  2.24117052429
AVG_MAE:  20.7690591445
AVG_MAE_PER_AREA:  1.61660986859
STD_MAE:  3.28140228006
CV_MAE:  0.255415869919



ITERATION 2812 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45066827958
AVG_RMSE_PER_AREA:  1.30570174419
STD_RMSE:  0.0687188269764
CV_RMSE:  0.0618516951837
AVG_MAE:  1.16901711836
AVG_MAE_PER_AREA:  1.05219622702
STD_MAE:  0.0740298437705
CV_MAE:  0.0666319774779



ITERATION 2813 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.3079334061
AVG_RMSE_PER_AREA:  4.38286396082
STD_RMSE:  36.274033273
CV_RMSE:  2.82347696903
AVG_MAE:  19.8035724276
AVG_MAE_PER_AREA:  1.54145887867
STD_MAE:  4.79519761257
CV_MAE:  0.373245784916



ITERATION 2814 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44208529266
AVG_RMSE_PER_AREA:  1.29797646256
STD_RMSE:  0.0958516026826
CV_RMSE:  0.0862730691552
AVG_MAE:  1.1679841619
AVG_MAE_PER_AREA:  1.05126649479
STD_MAE:  0.0651874779427
CV_MAE:  0.0586732369121



ITERATION 2815 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.1755256925
AVG_RMSE_PER_AREA:  4.29472027205
STD_RMSE:  37.4655819034
CV_RMSE:  2.91622403386
AVG_MAE:  19.5903875109
AVG_MAE_PER_AREA:  1.52486511591
STD_MAE:  5.65399132283
CV_MAE:  0.440092067043



ITERATION 2816 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43473642117
AVG_RMSE_PER_AREA:  1.29136197016
STD_RMSE:  0.108647461194
CV_RMSE:  0.0977902264621
AVG_MAE:  1.1574611751
AVG_MAE_PER_AREA:  1.04179507916
STD_MAE:  0.081497413394
CV_MAE:  0.0733533064126



ITERATION 2817 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.6315399535
AVG_RMSE_PER_AREA:  4.17454041388
STD_RMSE:  40.4615959983
CV_RMSE:  3.14942602526
AVG_MAE:  20.2010351517
AVG_MAE_PER_AREA:  1.57239634953
STD_MAE:  7.0852497775
CV_MAE:  0.551497524856



ITERATION 2818 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44182916845
AVG_RMSE_PER_AREA:  1.29774593307
STD_RMSE:  0.160095022096
CV_RMSE:  0.144096588123
AVG_MAE:  1.17266053051
AVG_MAE_PER_AREA:  1.05547554984
STD_MAE:  0.110223724042
CV_MAE:  0.0992089720012



ITERATION 2819 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.4988307051
AVG_RMSE_PER_AREA:  4.00853583977
STD_RMSE:  42.9857068228
CV_RMSE:  3.34589628614
AVG_MAE:  19.8553277455
AVG_MAE_PER_AREA:  1.54548737881
STD_MAE:  8.13887724934
CV_MAE:  0.633509163271



ITERATION 2820 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42348698578
AVG_RMSE_PER_AREA:  1.28123670057
STD_RMSE:  0.166400488185
CV_RMSE:  0.149771943534
AVG_MAE:  1.15761544665
AVG_MAE_PER_AREA:  1.04193393422
STD_MAE:  0.122257263791
CV_MAE:  0.110039989719



ITERATION 2821 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.4985282992
AVG_RMSE_PER_AREA:  3.85283747197
STD_RMSE:  44.6690253394
CV_RMSE:  3.47692144751
AVG_MAE:  19.6120127607
AVG_MAE_PER_AREA:  1.52654836944
STD_MAE:  9.85357279291
CV_MAE:  0.766976631302



ITERATION 2822 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42277107413
AVG_RMSE_PER_AREA:  1.28059233059
STD_RMSE:  0.193253419612
CV_RMSE:  0.173941438307
AVG_MAE:  1.14974643645
AVG_MAE_PER_AREA:  1.03485128101
STD_MAE:  0.121709283773
CV_MAE:  0.109546769819



ITERATION 2823 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.7172465928
AVG_RMSE_PER_AREA:  3.71418710917
STD_RMSE:  47.1122526246
CV_RMSE:  3.66709594281
AVG_MAE:  19.7390577524
AVG_MAE_PER_AREA:  1.53643722315
STD_MAE:  10.8201629738
CV_MAE:  0.842213512011



ITERATION 2824 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43632166307
AVG_RMSE_PER_AREA:  1.29278879747
STD_RMSE:  0.227829573211
CV_RMSE:  0.205062366983
AVG_MAE:  1.16741721295
AVG_MAE_PER_AREA:  1.05075620153
STD_MAE:  0.155604646322
CV_MAE:  0.140054939482



ITERATION 2825 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.5189484194
AVG_RMSE_PER_AREA:  3.54307726272
STD_RMSE:  48.8525787789
CV_RMSE:  3.80255843131
AVG_MAE:  19.8679112486
AVG_MAE_PER_AREA:  1.54646684616
STD_MAE:  12.6719115615
CV_MAE:  0.986348834667



ITERATION 2826 OF 6498
HP:  9
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40918776214
AVG_RMSE_PER_AREA:  1.26836641072
STD_RMSE:  0.286529243522
CV_RMSE:  0.25789612849
AVG_MAE:  1.15689582601
AVG_MAE_PER_AREA:  1.04128622589
STD_MAE:  0.192599530528
CV_MAE:  0.173352892925



ITERATION 2827 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  62.5239437129
AVG_RMSE_PER_AREA:  4.86670213256
STD_RMSE:  28.2052631534
CV_RMSE:  2.19542476349
AVG_MAE:  21.982059902
AVG_MAE_PER_AREA:  1.71102671153
STD_MAE:  1.79996309157
CV_MAE:  0.14010447352



ITERATION 2828 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46946589395
AVG_RMSE_PER_AREA:  1.3226208967
STD_RMSE:  0.0770299587362
CV_RMSE:  0.0693322883611
AVG_MAE:  1.20121028454
AVG_MAE_PER_AREA:  1.08117230226
STD_MAE:  0.0401582501221
CV_MAE:  0.0361452014674



ITERATION 2829 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.1404119968
AVG_RMSE_PER_AREA:  4.52549935673
STD_RMSE:  31.5920535596
CV_RMSE:  2.45904377268
AVG_MAE:  20.8300318853
AVG_MAE_PER_AREA:  1.62135582911
STD_MAE:  5.64881290403
CV_MAE:  0.439688992312



ITERATION 2830 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48135752715
AVG_RMSE_PER_AREA:  1.33332418871
STD_RMSE:  0.0683740666642
CV_RMSE:  0.0615413870676
AVG_MAE:  1.19370192784
AVG_MAE_PER_AREA:  1.07441426214
STD_MAE:  0.0701036147893
CV_MAE:  0.0630980999533



ITERATION 2831 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.1839044041
AVG_RMSE_PER_AREA:  4.21753503465
STD_RMSE:  37.4723877416
CV_RMSE:  2.91675378271
AVG_MAE:  18.7235306441
AVG_MAE_PER_AREA:  1.45739121853
STD_MAE:  6.29165916114
CV_MAE:  0.489726482985



ITERATION 2832 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47972239009
AVG_RMSE_PER_AREA:  1.33185245231
STD_RMSE:  0.0800202670637
CV_RMSE:  0.0720237725922
AVG_MAE:  1.19365172244
AVG_MAE_PER_AREA:  1.07436907381
STD_MAE:  0.0661280880513
CV_MAE:  0.0595198510394



ITERATION 2833 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.5611003982
AVG_RMSE_PER_AREA:  4.169057581
STD_RMSE:  36.6391779951
CV_RMSE:  2.85189889017
AVG_MAE:  19.8037072887
AVG_MAE_PER_AREA:  1.54146937591
STD_MAE:  7.23976299274
CV_MAE:  0.56352443406



ITERATION 2834 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46856996546
AVG_RMSE_PER_AREA:  1.32181449912
STD_RMSE:  0.13048211415
CV_RMSE:  0.11744292367
AVG_MAE:  1.18059641215
AVG_MAE_PER_AREA:  1.06261839197
STD_MAE:  0.088111247442
CV_MAE:  0.079306214306



ITERATION 2835 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.2270977643
AVG_RMSE_PER_AREA:  3.90954743553
STD_RMSE:  41.6827821024
CV_RMSE:  3.24447999442
AVG_MAE:  18.2094424753
AVG_MAE_PER_AREA:  1.41737592456
STD_MAE:  7.40780141824
CV_MAE:  0.576604110663



ITERATION 2836 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48392880394
AVG_RMSE_PER_AREA:  1.33563851559
STD_RMSE:  0.133080194828
CV_RMSE:  0.1197813759
AVG_MAE:  1.19851941696
AVG_MAE_PER_AREA:  1.07875033541
STD_MAE:  0.0939994564911
CV_MAE:  0.0846060095339



ITERATION 2837 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.6507990367
AVG_RMSE_PER_AREA:  3.8646898325
STD_RMSE:  43.0750519241
CV_RMSE:  3.35285067784
AVG_MAE:  18.152972276
AVG_MAE_PER_AREA:  1.41298043024
STD_MAE:  8.10581272883
CV_MAE:  0.630935506478



ITERATION 2838 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45460945108
AVG_RMSE_PER_AREA:  1.30924907101
STD_RMSE:  0.179096372237
CV_RMSE:  0.161199116916
AVG_MAE:  1.17605617904
AVG_MAE_PER_AREA:  1.05853186828
STD_MAE:  0.127665112873
CV_MAE:  0.114907427767



ITERATION 2839 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.3156351186
AVG_RMSE_PER_AREA:  3.60508929567
STD_RMSE:  43.9151819268
CV_RMSE:  3.41824422522
AVG_MAE:  18.2239295985
AVG_MAE_PER_AREA:  1.41850356478
STD_MAE:  9.30394526487
CV_MAE:  0.724195045496



ITERATION 2840 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43335828473
AVG_RMSE_PER_AREA:  1.29012155209
STD_RMSE:  0.223622314362
CV_RMSE:  0.201275543148
AVG_MAE:  1.15361010128
AVG_MAE_PER_AREA:  1.03832884647
STD_MAE:  0.156634352436
CV_MAE:  0.140981746175



ITERATION 2841 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.892821297
AVG_RMSE_PER_AREA:  3.49434114626
STD_RMSE:  46.7284344331
CV_RMSE:  3.63722052708
AVG_MAE:  19.4337241251
AVG_MAE_PER_AREA:  1.51267084299
STD_MAE:  11.6676050337
CV_MAE:  0.90817621102



ITERATION 2842 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42610219761
AVG_RMSE_PER_AREA:  1.28359057203
STD_RMSE:  0.241945160918
CV_RMSE:  0.217767371807
AVG_MAE:  1.16115622797
AVG_MAE_PER_AREA:  1.0451208822
STD_MAE:  0.166733956182
CV_MAE:  0.150072087786



ITERATION 2843 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.1238417708
AVG_RMSE_PER_AREA:  3.35664835337
STD_RMSE:  49.5640049597
CV_RMSE:  3.85793400594
AVG_MAE:  18.3473038514
AVG_MAE_PER_AREA:  1.42810669765
STD_MAE:  12.0095424906
CV_MAE:  0.934791738638



ITERATION 2844 OF 6498
HP:  9
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46518782498
AVG_RMSE_PER_AREA:  1.31877033885
STD_RMSE:  0.28045760607
CV_RMSE:  0.252431235017
AVG_MAE:  1.18739408969
AVG_MAE_PER_AREA:  1.06873677171
STD_MAE:  0.181113392458
CV_MAE:  0.163014574562



ITERATION 2845 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.6840851729
AVG_RMSE_PER_AREA:  4.48998005651
STD_RMSE:  31.7820976464
CV_RMSE:  2.47383631307
AVG_MAE:  17.9616728652
AVG_MAE_PER_AREA:  1.39809017868
STD_MAE:  1.43087692304
CV_MAE:  0.111375760377



ITERATION 2846 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41391165723
AVG_RMSE_PER_AREA:  1.27261824289
STD_RMSE:  0.0690604390183
CV_RMSE:  0.062159169639
AVG_MAE:  1.11932884677
AVG_MAE_PER_AREA:  1.00747334737
STD_MAE:  0.0256544926192
CV_MAE:  0.0230908169914



ITERATION 2847 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.9567049504
AVG_RMSE_PER_AREA:  4.8225497338
STD_RMSE:  29.1751533769
CV_RMSE:  2.27091851098
AVG_MAE:  20.1473544934
AVG_MAE_PER_AREA:  1.56821798588
STD_MAE:  3.94216230228
CV_MAE:  0.306847721754



ITERATION 2848 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.43254877067
AVG_RMSE_PER_AREA:  1.28939293346
STD_RMSE:  0.0781241126884
CV_RMSE:  0.070317102563
AVG_MAE:  1.13297337355
AVG_MAE_PER_AREA:  1.01975436479
STD_MAE:  0.0217305709022
CV_MAE:  0.0195590161641



ITERATION 2849 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.1060600583
AVG_RMSE_PER_AREA:  4.52282549064
STD_RMSE:  34.591167822
CV_RMSE:  2.69248707311
AVG_MAE:  19.1967091553
AVG_MAE_PER_AREA:  1.49422221051
STD_MAE:  4.6892015869
CV_MAE:  0.364995328314



ITERATION 2850 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47210025459
AVG_RMSE_PER_AREA:  1.3249920034
STD_RMSE:  0.0811914112934
CV_RMSE:  0.0730778833664
AVG_MAE:  1.14612687622
AVG_MAE_PER_AREA:  1.03159342656
STD_MAE:  0.0575686839336
CV_MAE:  0.0518157955754



ITERATION 2851 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.756763846
AVG_RMSE_PER_AREA:  4.26212493257
STD_RMSE:  39.5902091991
CV_RMSE:  3.08159952965
AVG_MAE:  19.7786465685
AVG_MAE_PER_AREA:  1.53951871424
STD_MAE:  10.7426746339
CV_MAE:  0.83618201997



ITERATION 2852 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45457156221
AVG_RMSE_PER_AREA:  1.30921496841
STD_RMSE:  0.113149130333
CV_RMSE:  0.101842039913
AVG_MAE:  1.15478339629
AVG_MAE_PER_AREA:  1.0393848931
STD_MAE:  0.0861530702667
CV_MAE:  0.0775437194687



ITERATION 2853 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.2770361414
AVG_RMSE_PER_AREA:  3.99127192435
STD_RMSE:  41.3677166805
CV_RMSE:  3.21995611653
AVG_MAE:  17.2990470504
AVG_MAE_PER_AREA:  1.34651309838
STD_MAE:  7.48676987113
CV_MAE:  0.582750810875



ITERATION 2854 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44516029375
AVG_RMSE_PER_AREA:  1.30074417614
STD_RMSE:  0.154542250542
CV_RMSE:  0.139098709831
AVG_MAE:  1.14143757758
AVG_MAE_PER_AREA:  1.02737273359
STD_MAE:  0.100039635411
CV_MAE:  0.0900425881524



ITERATION 2855 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.3556193879
AVG_RMSE_PER_AREA:  4.15306347039
STD_RMSE:  40.7091767402
CV_RMSE:  3.16869707014
AVG_MAE:  18.642205029
AVG_MAE_PER_AREA:  1.4510610429
STD_MAE:  7.29454175835
CV_MAE:  0.567788271553



ITERATION 2856 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4529790023
AVG_RMSE_PER_AREA:  1.30778155438
STD_RMSE:  0.0956821400185
CV_RMSE:  0.0861205410417
AVG_MAE:  1.13956165245
AVG_MAE_PER_AREA:  1.02568427128
STD_MAE:  0.0762248237909
CV_MAE:  0.0686076112471



ITERATION 2857 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.5776826852
AVG_RMSE_PER_AREA:  3.70332381542
STD_RMSE:  45.3762010438
CV_RMSE:  3.53196617605
AVG_MAE:  17.1501927793
AVG_MAE_PER_AREA:  1.33492666675
STD_MAE:  8.9611945359
CV_MAE:  0.697516214882



ITERATION 2858 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44329824692
AVG_RMSE_PER_AREA:  1.29906820526
STD_RMSE:  0.170544604467
CV_RMSE:  0.153501934694
AVG_MAE:  1.14517994727
AVG_MAE_PER_AREA:  1.03074112504
STD_MAE:  0.112966513599
CV_MAE:  0.101677672226



ITERATION 2859 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.7627558596
AVG_RMSE_PER_AREA:  3.63989201819
STD_RMSE:  48.1806422601
CV_RMSE:  3.75025662988
AVG_MAE:  18.359494183
AVG_MAE_PER_AREA:  1.42905556155
STD_MAE:  10.5825707395
CV_MAE:  0.823719946749



ITERATION 2860 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44477211023
AVG_RMSE_PER_AREA:  1.30039478414
STD_RMSE:  0.224620889608
CV_RMSE:  0.202174329907
AVG_MAE:  1.15712608869
AVG_MAE_PER_AREA:  1.04149347822
STD_MAE:  0.152672198521
CV_MAE:  0.137415533726



ITERATION 2861 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.668584503
AVG_RMSE_PER_AREA:  3.55472454861
STD_RMSE:  49.3020393643
CV_RMSE:  3.83754328126
AVG_MAE:  19.1055551737
AVG_MAE_PER_AREA:  1.48712702024
STD_MAE:  12.4988185524
CV_MAE:  0.972875722345



ITERATION 2862 OF 6498
HP:  9
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44794516516
AVG_RMSE_PER_AREA:  1.30325075294
STD_RMSE:  0.291962569977
CV_RMSE:  0.262786497934
AVG_MAE:  1.16166737392
AVG_MAE_PER_AREA:  1.04558094889
STD_MAE:  0.202228723536
CV_MAE:  0.18201983235



ITERATION 2863 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.738243409
AVG_RMSE_PER_AREA:  4.26068334963
STD_RMSE:  34.4656125433
CV_RMSE:  2.68271417482
AVG_MAE:  12.8811557333
AVG_MAE_PER_AREA:  1.00263586003
STD_MAE:  4.16838396347
CV_MAE:  0.324456231



ITERATION 2864 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.66645345058
AVG_RMSE_PER_AREA:  1.49992331648
STD_RMSE:  0.127533670432
CV_RMSE:  0.114789120483
AVG_MAE:  1.1032569653
AVG_MAE_PER_AREA:  0.993007542903
STD_MAE:  0.0352249218264
CV_MAE:  0.0317048649336



ITERATION 2865 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.6487886455
AVG_RMSE_PER_AREA:  4.25372042211
STD_RMSE:  34.0908522804
CV_RMSE:  2.65354380485
AVG_MAE:  13.2611950668
AVG_MAE_PER_AREA:  1.03221713922
STD_MAE:  4.69718147453
CV_MAE:  0.365616462136



ITERATION 2866 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.68077180807
AVG_RMSE_PER_AREA:  1.51281082813
STD_RMSE:  0.130733534905
CV_RMSE:  0.117669219733
AVG_MAE:  1.11222839444
AVG_MAE_PER_AREA:  1.00108244938
STD_MAE:  0.0843499245329
CV_MAE:  0.0759207636471



ITERATION 2867 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.2926456944
AVG_RMSE_PER_AREA:  3.99248693159
STD_RMSE:  39.4652429022
CV_RMSE:  3.07187247619
AVG_MAE:  12.9096461922
AVG_MAE_PER_AREA:  1.00485348369
STD_MAE:  5.99266433978
CV_MAE:  0.466453499095



ITERATION 2868 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.6941885278
AVG_RMSE_PER_AREA:  1.52488680345
STD_RMSE:  0.166084306877
CV_RMSE:  0.149487358498
AVG_MAE:  1.10849640657
AVG_MAE_PER_AREA:  0.997723402279
STD_MAE:  0.122899579946
CV_MAE:  0.110618118666



ITERATION 2869 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.7778210033
AVG_RMSE_PER_AREA:  3.95241430864
STD_RMSE:  39.8340387233
CV_RMSE:  3.10057858944
AVG_MAE:  12.8635067181
AVG_MAE_PER_AREA:  1.00126210631
STD_MAE:  5.83511937801
CV_MAE:  0.45419060658



ITERATION 2870 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.67638910905
AVG_RMSE_PER_AREA:  1.50886609601
STD_RMSE:  0.142349237521
CV_RMSE:  0.128124155143
AVG_MAE:  1.09391020371
AVG_MAE_PER_AREA:  0.984594811278
STD_MAE:  0.133294158359
CV_MAE:  0.119973957871



ITERATION 2871 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.7226968578
AVG_RMSE_PER_AREA:  3.71461134371
STD_RMSE:  43.5429419269
CV_RMSE:  3.389270026
AVG_MAE:  12.8862583375
AVG_MAE_PER_AREA:  1.00303303355
STD_MAE:  7.94962616099
CV_MAE:  0.618778347834



ITERATION 2872 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.66032834944
AVG_RMSE_PER_AREA:  1.494410302
STD_RMSE:  0.186147639613
CV_RMSE:  0.167545745047
AVG_MAE:  1.09899581336
AVG_MAE_PER_AREA:  0.989172211562
STD_MAE:  0.187273116831
CV_MAE:  0.168558752353



ITERATION 2873 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.1296929417
AVG_RMSE_PER_AREA:  3.668453452
STD_RMSE:  44.4404866921
CV_RMSE:  3.45913259006
AVG_MAE:  12.9392735869
AVG_MAE_PER_AREA:  1.0071596035
STD_MAE:  7.71217949008
CV_MAE:  0.600296112852



ITERATION 2874 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.65615492518
AVG_RMSE_PER_AREA:  1.49065393163
STD_RMSE:  0.218139402071
CV_RMSE:  0.196340543023
AVG_MAE:  1.10585726542
AVG_MAE_PER_AREA:  0.995347992781
STD_MAE:  0.147687860555
CV_MAE:  0.132929284962



ITERATION 2875 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.8359093773
AVG_RMSE_PER_AREA:  3.41207385492
STD_RMSE:  47.1843981628
CV_RMSE:  3.67271156498
AVG_MAE:  12.8126006847
AVG_MAE_PER_AREA:  0.997299712288
STD_MAE:  8.95919133484
CV_MAE:  0.697360290891



ITERATION 2876 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.68226660116
AVG_RMSE_PER_AREA:  1.51415624525
STD_RMSE:  0.207259327686
CV_RMSE:  0.186547723878
AVG_MAE:  1.09576943086
AVG_MAE_PER_AREA:  0.986268244255
STD_MAE:  0.160274113617
CV_MAE:  0.144257782873



ITERATION 2877 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.2320091217
AVG_RMSE_PER_AREA:  3.20939299101
STD_RMSE:  49.8650193208
CV_RMSE:  3.88136418558
AVG_MAE:  12.8665582165
AVG_MAE_PER_AREA:  1.00149962706
STD_MAE:  11.0464499987
CV_MAE:  0.859827108997



ITERATION 2878 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.67534600561
AVG_RMSE_PER_AREA:  1.5079272308
STD_RMSE:  0.322491435526
CV_RMSE:  0.290264587555
AVG_MAE:  1.1079558856
AVG_MAE_PER_AREA:  0.997236896039
STD_MAE:  0.262036062143
CV_MAE:  0.235850571902



ITERATION 2879 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  37.9879194209
AVG_RMSE_PER_AREA:  2.95688143579
STD_RMSE:  51.7603995893
CV_RMSE:  4.02889568547
AVG_MAE:  12.8266927307
AVG_MAE_PER_AREA:  0.998396600715
STD_MAE:  12.537252219
CV_MAE:  0.975867299583



ITERATION 2880 OF 6498
HP:  9
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.63335048254
AVG_RMSE_PER_AREA:  1.47012835666
STD_RMSE:  0.364869478021
CV_RMSE:  0.328407755624
AVG_MAE:  1.10284705703
AVG_MAE_PER_AREA:  0.992638597122
STD_MAE:  0.255485856237
CV_MAE:  0.229954933735



ITERATION 2881 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.1447865636
AVG_RMSE_PER_AREA:  4.44800244704
STD_RMSE:  31.5968340191
CV_RMSE:  2.45941587128
AVG_MAE:  19.6266984561
AVG_MAE_PER_AREA:  1.52769146601
STD_MAE:  3.91408625867
CV_MAE:  0.304662355106



ITERATION 2882 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4706383088
AVG_RMSE_PER_AREA:  1.32367615111
STD_RMSE:  0.0172099933942
CV_RMSE:  0.0154901838749
AVG_MAE:  1.18978150615
AVG_MAE_PER_AREA:  1.07088561158
STD_MAE:  0.0201986644158
CV_MAE:  0.0181801944174



ITERATION 2883 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.770455415
AVG_RMSE_PER_AREA:  4.65237772218
STD_RMSE:  31.2190826326
CV_RMSE:  2.43001267998
AVG_MAE:  20.6829550245
AVG_MAE_PER_AREA:  1.6099077465
STD_MAE:  5.48713025479
CV_MAE:  0.427104032901



ITERATION 2884 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47376915035
AVG_RMSE_PER_AREA:  1.32649412496
STD_RMSE:  0.112600117845
CV_RMSE:  0.101347890717
AVG_MAE:  1.19678246937
AVG_MAE_PER_AREA:  1.07718696249
STD_MAE:  0.105615611757
CV_MAE:  0.0950613523612



ITERATION 2885 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.8154978917
AVG_RMSE_PER_AREA:  4.34453405349
STD_RMSE:  37.404780514
CV_RMSE:  2.9114914109
AVG_MAE:  20.3298459712
AVG_MAE_PER_AREA:  1.58242265071
STD_MAE:  6.97290204174
CV_MAE:  0.542752667562



ITERATION 2886 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47635248055
AVG_RMSE_PER_AREA:  1.32881930074
STD_RMSE:  0.111756726278
CV_RMSE:  0.100588779999
AVG_MAE:  1.19454721157
AVG_MAE_PER_AREA:  1.07517507594
STD_MAE:  0.0792642956492
CV_MAE:  0.0713433460547



ITERATION 2887 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.2092068962
AVG_RMSE_PER_AREA:  4.21950451522
STD_RMSE:  37.9657007958
CV_RMSE:  2.95515199546
AVG_MAE:  20.4938624872
AVG_MAE_PER_AREA:  1.59518927227
STD_MAE:  7.67990082384
CV_MAE:  0.597783624924



ITERATION 2888 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.467844312
AVG_RMSE_PER_AREA:  1.32116136084
STD_RMSE:  0.122761395471
CV_RMSE:  0.110493743084
AVG_MAE:  1.19525977293
AVG_MAE_PER_AREA:  1.07581643043
STD_MAE:  0.0954476550152
CV_MAE:  0.0859094883274



ITERATION 2889 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.2353700036
AVG_RMSE_PER_AREA:  4.22154098387
STD_RMSE:  39.9066456723
CV_RMSE:  3.10623012663
AVG_MAE:  20.5257751383
AVG_MAE_PER_AREA:  1.59767327052
STD_MAE:  7.57275726085
CV_MAE:  0.589443846984



ITERATION 2890 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46105278677
AVG_RMSE_PER_AREA:  1.31504851859
STD_RMSE:  0.149172934874
CV_RMSE:  0.13426595452
AVG_MAE:  1.18515290622
AVG_MAE_PER_AREA:  1.06671955164
STD_MAE:  0.107284876651
CV_MAE:  0.0965638061712



ITERATION 2891 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.775841968
AVG_RMSE_PER_AREA:  3.95226026565
STD_RMSE:  42.6366647201
CV_RMSE:  3.31872775126
AVG_MAE:  20.4628196862
AVG_MAE_PER_AREA:  1.5927729809
STD_MAE:  10.2610915714
CV_MAE:  0.798696839444



ITERATION 2892 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46642521532
AVG_RMSE_PER_AREA:  1.31988407571
STD_RMSE:  0.166925759376
CV_RMSE:  0.150244723921
AVG_MAE:  1.19328899968
AVG_MAE_PER_AREA:  1.07404259825
STD_MAE:  0.125157111565
CV_MAE:  0.112650053198



ITERATION 2893 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.2650402168
AVG_RMSE_PER_AREA:  3.75682594863
STD_RMSE:  44.9609402698
CV_RMSE:  3.49964335099
AVG_MAE:  20.3932276377
AVG_MAE_PER_AREA:  1.58735611576
STD_MAE:  11.7281500556
CV_MAE:  0.912888879001



ITERATION 2894 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45937739799
AVG_RMSE_PER_AREA:  1.31354055286
STD_RMSE:  0.202985109619
CV_RMSE:  0.182700632118
AVG_MAE:  1.19485566514
AVG_MAE_PER_AREA:  1.07545270548
STD_MAE:  0.146956151135
CV_MAE:  0.132270695897



ITERATION 2895 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.8730137376
AVG_RMSE_PER_AREA:  3.5706367917
STD_RMSE:  47.5422337534
CV_RMSE:  3.70056456222
AVG_MAE:  20.1536576781
AVG_MAE_PER_AREA:  1.56870860948
STD_MAE:  13.0033713655
CV_MAE:  1.01214880887



ITERATION 2896 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44327328719
AVG_RMSE_PER_AREA:  1.29904573978
STD_RMSE:  0.246004534584
CV_RMSE:  0.221421088753
AVG_MAE:  1.18663215946
AVG_MAE_PER_AREA:  1.06805098183
STD_MAE:  0.19259217499
CV_MAE:  0.173346272432



ITERATION 2897 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.5608829975
AVG_RMSE_PER_AREA:  3.46850392721
STD_RMSE:  48.2089775989
CV_RMSE:  3.75246217939
AVG_MAE:  20.0787794772
AVG_MAE_PER_AREA:  1.5628802839
STD_MAE:  13.2335103953
CV_MAE:  1.03006223596



ITERATION 2898 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44280373592
AVG_RMSE_PER_AREA:  1.29862311117
STD_RMSE:  0.252172367653
CV_RMSE:  0.22697256493
AVG_MAE:  1.18931158347
AVG_MAE_PER_AREA:  1.07046264868
STD_MAE:  0.171099547099
CV_MAE:  0.154001421428



ITERATION 2899 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  63.6867580169
AVG_RMSE_PER_AREA:  4.9572125917
STD_RMSE:  27.4916842511
CV_RMSE:  2.13988162658
AVG_MAE:  20.9394560201
AVG_MAE_PER_AREA:  1.62987312086
STD_MAE:  1.46561771724
CV_MAE:  0.11407989398



ITERATION 2900 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44271761445
AVG_RMSE_PER_AREA:  1.29854559589
STD_RMSE:  0.0651448694044
CV_RMSE:  0.0586348862819
AVG_MAE:  1.16442921198
AVG_MAE_PER_AREA:  1.04806679408
STD_MAE:  0.0385937002983
CV_MAE:  0.0347369984601



ITERATION 2901 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.5244149794
AVG_RMSE_PER_AREA:  4.71106398542
STD_RMSE:  24.8885589704
CV_RMSE:  1.93726108471
AVG_MAE:  21.8731418554
AVG_MAE_PER_AREA:  1.70254881238
STD_MAE:  3.7421396705
CV_MAE:  0.291278477224



ITERATION 2902 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46064859837
AVG_RMSE_PER_AREA:  1.31468472109
STD_RMSE:  0.120173251098
CV_RMSE:  0.108164234217
AVG_MAE:  1.19786474762
AVG_MAE_PER_AREA:  1.07816108774
STD_MAE:  0.101777825146
CV_MAE:  0.0916070790845



ITERATION 2903 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.1173886143
AVG_RMSE_PER_AREA:  4.36803244685
STD_RMSE:  31.1266689992
CV_RMSE:  2.42281944167
AVG_MAE:  20.9203615063
AVG_MAE_PER_AREA:  1.62838685327
STD_MAE:  5.32718665043
CV_MAE:  0.414654436247



ITERATION 2904 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43338605449
AVG_RMSE_PER_AREA:  1.29014654679
STD_RMSE:  0.137635271127
CV_RMSE:  0.123881259487
AVG_MAE:  1.1832768517
AVG_MAE_PER_AREA:  1.06503097287
STD_MAE:  0.113621598356
CV_MAE:  0.102267293798



ITERATION 2905 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.5658856705
AVG_RMSE_PER_AREA:  4.32510488353
STD_RMSE:  32.146103518
CV_RMSE:  2.50216958903
AVG_MAE:  21.0112535009
AVG_MAE_PER_AREA:  1.63546165114
STD_MAE:  5.74590453795
CV_MAE:  0.44724635408



ITERATION 2906 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43995180829
AVG_RMSE_PER_AREA:  1.29605617914
STD_RMSE:  0.157569139148
CV_RMSE:  0.141823118842
AVG_MAE:  1.18265504873
AVG_MAE_PER_AREA:  1.06447130721
STD_MAE:  0.123659906483
CV_MAE:  0.111302465115



ITERATION 2907 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  56.2074191477
AVG_RMSE_PER_AREA:  4.37504019081
STD_RMSE:  37.7098935479
CV_RMSE:  2.93524062063
AVG_MAE:  21.8142729596
AVG_MAE_PER_AREA:  1.69796660972
STD_MAE:  7.3969196316
CV_MAE:  0.575757100524



ITERATION 2908 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4429614978
AVG_RMSE_PER_AREA:  1.29876510777
STD_RMSE:  0.182172314736
CV_RMSE:  0.163967677822
AVG_MAE:  1.18191310513
AVG_MAE_PER_AREA:  1.06380350667
STD_MAE:  0.134143919823
CV_MAE:  0.120738801937



ITERATION 2909 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.9555797205
AVG_RMSE_PER_AREA:  4.27760024623
STD_RMSE:  37.8635505004
CV_RMSE:  2.94720088056
AVG_MAE:  20.9966989039
AVG_MAE_PER_AREA:  1.63432875894
STD_MAE:  6.7640283851
CV_MAE:  0.52649448214



ITERATION 2910 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44116017181
AVG_RMSE_PER_AREA:  1.29714378984
STD_RMSE:  0.168676592071
CV_RMSE:  0.151820594391
AVG_MAE:  1.18690172074
AVG_MAE_PER_AREA:  1.06829360561
STD_MAE:  0.124491045439
CV_MAE:  0.112050547636



ITERATION 2911 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  52.4039899404
AVG_RMSE_PER_AREA:  4.07899109449
STD_RMSE:  40.8535465967
CV_RMSE:  3.17993444651
AVG_MAE:  20.9959555556
AVG_MAE_PER_AREA:  1.63427089863
STD_MAE:  8.33224380653
CV_MAE:  0.648560316164



ITERATION 2912 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43991219656
AVG_RMSE_PER_AREA:  1.29602052584
STD_RMSE:  0.186788477159
CV_RMSE:  0.168122543143
AVG_MAE:  1.18121751348
AVG_MAE_PER_AREA:  1.06317742611
STD_MAE:  0.133052520339
CV_MAE:  0.119756466947



ITERATION 2913 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  50.4337246464
AVG_RMSE_PER_AREA:  3.92563073783
STD_RMSE:  43.2021062272
CV_RMSE:  3.36274025632
AVG_MAE:  20.9126541663
AVG_MAE_PER_AREA:  1.62778693385
STD_MAE:  9.65388598847
CV_MAE:  0.751433526704



ITERATION 2914 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42912128089
AVG_RMSE_PER_AREA:  1.2863079557
STD_RMSE:  0.239920318569
CV_RMSE:  0.215944873704
AVG_MAE:  1.18059184877
AVG_MAE_PER_AREA:  1.06261428461
STD_MAE:  0.184891666409
CV_MAE:  0.166415282331



ITERATION 2915 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  48.9262704675
AVG_RMSE_PER_AREA:  3.80829440184
STD_RMSE:  44.5503260875
CV_RMSE:  3.46768220463
AVG_MAE:  20.8656861622
AVG_MAE_PER_AREA:  1.62413106584
STD_MAE:  10.9902024618
CV_MAE:  0.855448946145



ITERATION 2916 OF 6498
HP:  9
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42273984591
AVG_RMSE_PER_AREA:  1.28056422304
STD_RMSE:  0.256223482773
CV_RMSE:  0.230618848614
AVG_MAE:  1.1770984683
AVG_MAE_PER_AREA:  1.05947000067
STD_MAE:  0.185234382388
CV_MAE:  0.166723750406



ITERATION 2917 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.2069432036
AVG_RMSE_PER_AREA:  4.37500314455
STD_RMSE:  31.4635647407
CV_RMSE:  2.4490425352
AVG_MAE:  19.2986960737
AVG_MAE_PER_AREA:  1.50216060857
STD_MAE:  3.96145313812
CV_MAE:  0.308349270542



ITERATION 2918 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47192628663
AVG_RMSE_PER_AREA:  1.32483542021
STD_RMSE:  0.0246386336299
CV_RMSE:  0.0221764736692
AVG_MAE:  1.19789130655
AVG_MAE_PER_AREA:  1.07818499262
STD_MAE:  0.0357957830375
CV_MAE:  0.0322186794903



ITERATION 2919 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.8430351767
AVG_RMSE_PER_AREA:  4.65802714318
STD_RMSE:  31.2074969582
CV_RMSE:  2.42911088103
AVG_MAE:  20.5804356485
AVG_MAE_PER_AREA:  1.60192790332
STD_MAE:  5.47926857667
CV_MAE:  0.426492100201



ITERATION 2920 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48767751972
AVG_RMSE_PER_AREA:  1.33901261896
STD_RMSE:  0.106082008244
CV_RMSE:  0.0954811414434
AVG_MAE:  1.20977325302
AVG_MAE_PER_AREA:  1.0888795659
STD_MAE:  0.102478299748
CV_MAE:  0.0922375546533



ITERATION 2921 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.8630784086
AVG_RMSE_PER_AREA:  4.34823759792
STD_RMSE:  37.5535676336
CV_RMSE:  2.92307261562
AVG_MAE:  20.362376633
AVG_MAE_PER_AREA:  1.58495475332
STD_MAE:  7.1533476554
CV_MAE:  0.556798087615



ITERATION 2922 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48228493562
AVG_RMSE_PER_AREA:  1.33415892045
STD_RMSE:  0.117061370695
CV_RMSE:  0.105363326713
AVG_MAE:  1.20043653247
AVG_MAE_PER_AREA:  1.08047587191
STD_MAE:  0.0819335246213
CV_MAE:  0.0737458366678



ITERATION 2923 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.7851289443
AVG_RMSE_PER_AREA:  4.10865796919
STD_RMSE:  38.570000733
CV_RMSE:  3.00218914024
AVG_MAE:  19.8599693038
AVG_MAE_PER_AREA:  1.54584866571
STD_MAE:  7.75662133941
CV_MAE:  0.603755351506



ITERATION 2924 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.48206999996
AVG_RMSE_PER_AREA:  1.3339654635
STD_RMSE:  0.118724787738
CV_RMSE:  0.106860517052
AVG_MAE:  1.2013326516
AVG_MAE_PER_AREA:  1.08128244107
STD_MAE:  0.0848979154673
CV_MAE:  0.0764139933736



ITERATION 2925 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.9779870919
AVG_RMSE_PER_AREA:  4.20150696344
STD_RMSE:  40.1238173553
CV_RMSE:  3.12313420897
AVG_MAE:  20.2335041897
AVG_MAE_PER_AREA:  1.57492365551
STD_MAE:  7.50616159725
CV_MAE:  0.584260212702



ITERATION 2926 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46538263929
AVG_RMSE_PER_AREA:  1.31894568521
STD_RMSE:  0.144265967383
CV_RMSE:  0.129849344533
AVG_MAE:  1.18605474778
AVG_MAE_PER_AREA:  1.0675312714
STD_MAE:  0.103143463092
CV_MAE:  0.0928362476495



ITERATION 2927 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.9519160057
AVG_RMSE_PER_AREA:  3.96596541353
STD_RMSE:  42.7111577544
CV_RMSE:  3.32452609646
AVG_MAE:  20.4881022996
AVG_MAE_PER_AREA:  1.59474091416
STD_MAE:  10.6198500953
CV_MAE:  0.826621675428



ITERATION 2928 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47392169346
AVG_RMSE_PER_AREA:  1.32663142431
STD_RMSE:  0.176036977123
CV_RMSE:  0.158445449801
AVG_MAE:  1.20692525987
AVG_MAE_PER_AREA:  1.08631617517
STD_MAE:  0.135948748448
CV_MAE:  0.122363272477



ITERATION 2929 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.9529899229
AVG_RMSE_PER_AREA:  3.65469934586
STD_RMSE:  45.6737710968
CV_RMSE:  3.55512825966
AVG_MAE:  20.003346094
AVG_MAE_PER_AREA:  1.55700874438
STD_MAE:  11.4346036104
CV_MAE:  0.890039982619



ITERATION 2930 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4706528674
AVG_RMSE_PER_AREA:  1.32368925487
STD_RMSE:  0.193369350859
CV_RMSE:  0.174045784445
AVG_MAE:  1.20695673119
AVG_MAE_PER_AREA:  1.08634450154
STD_MAE:  0.139338955514
CV_MAE:  0.12541469322



ITERATION 2931 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.8301843231
AVG_RMSE_PER_AREA:  3.56730306081
STD_RMSE:  47.5206788351
CV_RMSE:  3.6988867831
AVG_MAE:  19.9667136978
AVG_MAE_PER_AREA:  1.55415737337
STD_MAE:  13.0343020577
CV_MAE:  1.01455637399



ITERATION 2932 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44600892781
AVG_RMSE_PER_AREA:  1.30150800547
STD_RMSE:  0.240266339813
CV_RMSE:  0.216256316746
AVG_MAE:  1.18089884239
AVG_MAE_PER_AREA:  1.06289060009
STD_MAE:  0.180080613057
CV_MAE:  0.1620850017



ITERATION 2933 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.0772818798
AVG_RMSE_PER_AREA:  3.35302425183
STD_RMSE:  48.8424674713
CV_RMSE:  3.80177139327
AVG_MAE:  19.5773814707
AVG_MAE_PER_AREA:  1.52385275936
STD_MAE:  13.2434093785
CV_MAE:  1.03083274722



ITERATION 2934 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44488679826
AVG_RMSE_PER_AREA:  1.30049801129
STD_RMSE:  0.253072021541
CV_RMSE:  0.227782315628
AVG_MAE:  1.19112484949
AVG_MAE_PER_AREA:  1.07209471346
STD_MAE:  0.165047552641
CV_MAE:  0.148554208009



ITERATION 2935 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  62.1807494819
AVG_RMSE_PER_AREA:  4.83998878089
STD_RMSE:  28.0817973626
CV_RMSE:  2.18581450553
AVG_MAE:  21.8241991905
AVG_MAE_PER_AREA:  1.69873924187
STD_MAE:  1.43386577995
CV_MAE:  0.111608405271



ITERATION 2936 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4600949166
AVG_RMSE_PER_AREA:  1.31418636922
STD_RMSE:  0.0434181147743
CV_RMSE:  0.0390793050265
AVG_MAE:  1.18876614397
AVG_MAE_PER_AREA:  1.06997171542
STD_MAE:  0.0287973433768
CV_MAE:  0.0259195999555



ITERATION 2937 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.0234810762
AVG_RMSE_PER_AREA:  4.51639775617
STD_RMSE:  29.4903195128
CV_RMSE:  2.29545022819
AVG_MAE:  20.7262965729
AVG_MAE_PER_AREA:  1.61328134058
STD_MAE:  3.55204832082
CV_MAE:  0.276482258018



ITERATION 2938 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47268821189
AVG_RMSE_PER_AREA:  1.32552120562
STD_RMSE:  0.101416047323
CV_RMSE:  0.0912814540316
AVG_MAE:  1.20181245214
AVG_MAE_PER_AREA:  1.08171429473
STD_MAE:  0.0989288162229
CV_MAE:  0.089042774086



ITERATION 2939 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.1596776974
AVG_RMSE_PER_AREA:  4.21564929044
STD_RMSE:  34.8263581072
CV_RMSE:  2.71079367686
AVG_MAE:  19.8412042865
AVG_MAE_PER_AREA:  1.54438804527
STD_MAE:  4.99904696181
CV_MAE:  0.389112891239



ITERATION 2940 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45389475077
AVG_RMSE_PER_AREA:  1.30860579132
STD_RMSE:  0.111236574745
CV_RMSE:  0.100120607658
AVG_MAE:  1.19271374851
AVG_MAE_PER_AREA:  1.07352483242
STD_MAE:  0.0911383395014
CV_MAE:  0.0820308064387



ITERATION 2941 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.1904238674
AVG_RMSE_PER_AREA:  4.29587990748
STD_RMSE:  34.7690410812
CV_RMSE:  2.70633226774
AVG_MAE:  20.5059825756
AVG_MAE_PER_AREA:  1.59613266862
STD_MAE:  5.08496742549
CV_MAE:  0.395800717998



ITERATION 2942 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45178208552
AVG_RMSE_PER_AREA:  1.30670424653
STD_RMSE:  0.116123439225
CV_RMSE:  0.104519123546
AVG_MAE:  1.17904603376
AVG_MAE_PER_AREA:  1.06122294423
STD_MAE:  0.0999035938829
CV_MAE:  0.0899201413715



ITERATION 2943 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.1735613294
AVG_RMSE_PER_AREA:  4.06105512716
STD_RMSE:  38.4239803897
CV_RMSE:  2.99082329423
AVG_MAE:  20.200345274
AVG_MAE_PER_AREA:  1.57234265124
STD_MAE:  7.03533616523
CV_MAE:  0.547612378321



ITERATION 2944 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45380817221
AVG_RMSE_PER_AREA:  1.30852786463
STD_RMSE:  0.152237549782
CV_RMSE:  0.13702431981
AVG_MAE:  1.1837948816
AVG_MAE_PER_AREA:  1.0654972356
STD_MAE:  0.113291302512
CV_MAE:  0.101970004703



ITERATION 2945 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.4149459408
AVG_RMSE_PER_AREA:  4.00200646658
STD_RMSE:  39.1632848626
CV_RMSE:  3.04836884305
AVG_MAE:  20.0536922416
AVG_MAE_PER_AREA:  1.56092755834
STD_MAE:  7.68715818874
CV_MAE:  0.598348519445



ITERATION 2946 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45817824932
AVG_RMSE_PER_AREA:  1.31246123615
STD_RMSE:  0.1549551491
CV_RMSE:  0.139470347079
AVG_MAE:  1.18941972219
AVG_MAE_PER_AREA:  1.070559981
STD_MAE:  0.117455489618
CV_MAE:  0.105718060991



ITERATION 2947 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.7217287295
AVG_RMSE_PER_AREA:  3.79237340176
STD_RMSE:  41.9140181596
CV_RMSE:  3.26247881129
AVG_MAE:  19.8918077186
AVG_MAE_PER_AREA:  1.54832688561
STD_MAE:  8.26281626858
CV_MAE:  0.643156256104



ITERATION 2948 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45565156151
AVG_RMSE_PER_AREA:  1.31018704244
STD_RMSE:  0.170330001864
CV_RMSE:  0.153308777514
AVG_MAE:  1.18562703032
AVG_MAE_PER_AREA:  1.06714629611
STD_MAE:  0.118904862334
CV_MAE:  0.107022596639



ITERATION 2949 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.9116011343
AVG_RMSE_PER_AREA:  3.65147774955
STD_RMSE:  44.7788489497
CV_RMSE:  3.48546983341
AVG_MAE:  20.1762187104
AVG_MAE_PER_AREA:  1.5704647019
STD_MAE:  10.0980583846
CV_MAE:  0.786006757682



ITERATION 2950 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44726124336
AVG_RMSE_PER_AREA:  1.30263517604
STD_RMSE:  0.2216387591
CV_RMSE:  0.199490206279
AVG_MAE:  1.184808186
AVG_MAE_PER_AREA:  1.06640927961
STD_MAE:  0.158159491408
CV_MAE:  0.142354476691



ITERATION 2951 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.1297024353
AVG_RMSE_PER_AREA:  3.434941947
STD_RMSE:  46.4587030966
CV_RMSE:  3.6162253372
AVG_MAE:  19.8212594757
AVG_MAE_PER_AREA:  1.54283559276
STD_MAE:  12.1590926673
CV_MAE:  0.946432337756



ITERATION 2952 OF 6498
HP:  9
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43880606297
AVG_RMSE_PER_AREA:  1.29502492914
STD_RMSE:  0.231576004589
CV_RMSE:  0.208434414235
AVG_MAE:  1.18164507273
AVG_MAE_PER_AREA:  1.06356225899
STD_MAE:  0.155303842178
CV_MAE:  0.139784194956



ITERATION 2953 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.7203473044
AVG_RMSE_PER_AREA:  4.49280260708
STD_RMSE:  30.8554969207
CV_RMSE:  2.40171210816
AVG_MAE:  19.1424382011
AVG_MAE_PER_AREA:  1.48999789974
STD_MAE:  3.09223916139
CV_MAE:  0.240691901813



ITERATION 2954 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43360638933
AVG_RMSE_PER_AREA:  1.29034486337
STD_RMSE:  0.0111249247424
CV_RMSE:  0.0100132013945
AVG_MAE:  1.16781406042
AVG_MAE_PER_AREA:  1.0511133917
STD_MAE:  0.0118835428899
CV_MAE:  0.0106960101747



ITERATION 2955 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.2606643565
AVG_RMSE_PER_AREA:  4.69053431882
STD_RMSE:  30.182261659
CV_RMSE:  2.34930921594
AVG_MAE:  19.9609094681
AVG_MAE_PER_AREA:  1.55370558713
STD_MAE:  4.12202983343
CV_MAE:  0.320848145359



ITERATION 2956 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47920624523
AVG_RMSE_PER_AREA:  1.33138788626
STD_RMSE:  0.0675703881856
CV_RMSE:  0.0608180208742
AVG_MAE:  1.20817627347
AVG_MAE_PER_AREA:  1.0874421739
STD_MAE:  0.064958038382
CV_MAE:  0.0584667254451



ITERATION 2957 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.9082060843
AVG_RMSE_PER_AREA:  4.50742504883
STD_RMSE:  34.9142158012
CV_RMSE:  2.71763229262
AVG_MAE:  20.0318549861
AVG_MAE_PER_AREA:  1.55922780283
STD_MAE:  4.88667240469
CV_MAE:  0.38036594624



ITERATION 2958 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46241022407
AVG_RMSE_PER_AREA:  1.31627030601
STD_RMSE:  0.0571336756157
CV_RMSE:  0.0514242580149
AVG_MAE:  1.18814938471
AVG_MAE_PER_AREA:  1.06941658945
STD_MAE:  0.0572836227334
CV_MAE:  0.0515592207874



ITERATION 2959 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.7068439679
AVG_RMSE_PER_AREA:  4.41391412763
STD_RMSE:  36.9671999816
CV_RMSE:  2.87743127355
AVG_MAE:  20.2249536944
AVG_MAE_PER_AREA:  1.57425810706
STD_MAE:  5.79658428855
CV_MAE:  0.451191134842



ITERATION 2960 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46546855696
AVG_RMSE_PER_AREA:  1.31902301705
STD_RMSE:  0.106483200986
CV_RMSE:  0.0958422426485
AVG_MAE:  1.191520019
AVG_MAE_PER_AREA:  1.07245039334
STD_MAE:  0.0891161117355
CV_MAE:  0.0802106616418



ITERATION 2961 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.708274245
AVG_RMSE_PER_AREA:  4.33618804204
STD_RMSE:  39.0462871214
CV_RMSE:  3.03926204136
AVG_MAE:  20.197853025
AVG_MAE_PER_AREA:  1.57214866102
STD_MAE:  6.96383617962
CV_MAE:  0.542047004293



ITERATION 2962 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45790880898
AVG_RMSE_PER_AREA:  1.31221872122
STD_RMSE:  0.12187854551
CV_RMSE:  0.109699117083
AVG_MAE:  1.18746490633
AVG_MAE_PER_AREA:  1.06880051158
STD_MAE:  0.0986459575878
CV_MAE:  0.0887881817588



ITERATION 2963 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.2664688858
AVG_RMSE_PER_AREA:  4.22396164045
STD_RMSE:  40.6594098145
CV_RMSE:  3.16482334131
AVG_MAE:  20.2754008167
AVG_MAE_PER_AREA:  1.57818478064
STD_MAE:  8.0992685409
CV_MAE:  0.630426123809



ITERATION 2964 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46608451486
AVG_RMSE_PER_AREA:  1.31957742174
STD_RMSE:  0.173370409563
CV_RMSE:  0.156045354643
AVG_MAE:  1.19681440301
AVG_MAE_PER_AREA:  1.07721570498
STD_MAE:  0.132682315213
CV_MAE:  0.119423256739



ITERATION 2965 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.2874955238
AVG_RMSE_PER_AREA:  3.99208605563
STD_RMSE:  43.4985377868
CV_RMSE:  3.38581372254
AVG_MAE:  19.9877519452
AVG_MAE_PER_AREA:  1.55579493615
STD_MAE:  9.3406834877
CV_MAE:  0.72705465378



ITERATION 2966 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45980895189
AVG_RMSE_PER_AREA:  1.31392898121
STD_RMSE:  0.194367339855
CV_RMSE:  0.174944043537
AVG_MAE:  1.19670614103
AVG_MAE_PER_AREA:  1.07711826171
STD_MAE:  0.14543594837
CV_MAE:  0.130902408308



ITERATION 2967 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.6935539232
AVG_RMSE_PER_AREA:  3.86801776233
STD_RMSE:  45.947170714
CV_RMSE:  3.57640897903
AVG_MAE:  20.0036456883
AVG_MAE_PER_AREA:  1.55703206402
STD_MAE:  11.2894788321
CV_MAE:  0.878743845079



ITERATION 2968 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45177366739
AVG_RMSE_PER_AREA:  1.30669666963
STD_RMSE:  0.237516233333
CV_RMSE:  0.213781030784
AVG_MAE:  1.1907504145
AVG_MAE_PER_AREA:  1.07175769608
STD_MAE:  0.179374804953
CV_MAE:  0.16144972561



ITERATION 2969 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.8432453719
AVG_RMSE_PER_AREA:  3.64615711373
STD_RMSE:  48.2355291281
CV_RMSE:  3.75452888178
AVG_MAE:  20.0402069848
AVG_MAE_PER_AREA:  1.55987790082
STD_MAE:  12.1158510597
CV_MAE:  0.943066522817



ITERATION 2970 OF 6498
HP:  9
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45294761854
AVG_RMSE_PER_AREA:  1.30775330683
STD_RMSE:  0.243097671779
CV_RMSE:  0.218804711261
AVG_MAE:  1.19756514252
AVG_MAE_PER_AREA:  1.07789142244
STD_MAE:  0.177505361544
CV_MAE:  0.159767097297



ITERATION 2971 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.3093836214
AVG_RMSE_PER_AREA:  4.61648908579
STD_RMSE:  30.1342619202
CV_RMSE:  2.34557304037
AVG_MAE:  20.4263190866
AVG_MAE_PER_AREA:  1.58993186859
STD_MAE:  2.30381735821
CV_MAE:  0.179323186997



ITERATION 2972 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49360043281
AVG_RMSE_PER_AREA:  1.34434365022
STD_RMSE:  0.0155943772297
CV_RMSE:  0.0140360176306
AVG_MAE:  1.221925101
AVG_MAE_PER_AREA:  1.09981706921
STD_MAE:  0.0151130995458
CV_MAE:  0.0136028344417



ITERATION 2973 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.9895440051
AVG_RMSE_PER_AREA:  4.59159359695
STD_RMSE:  30.6165504931
CV_RMSE:  2.383113136
AVG_MAE:  20.3288067588
AVG_MAE_PER_AREA:  1.5823417611
STD_MAE:  3.50045098367
CV_MAE:  0.27246605469



ITERATION 2974 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.49455597093
AVG_RMSE_PER_AREA:  1.34520370059
STD_RMSE:  0.0852415600275
CV_RMSE:  0.0767232972359
AVG_MAE:  1.22930892915
AVG_MAE_PER_AREA:  1.10646302502
STD_MAE:  0.0852625828235
CV_MAE:  0.0767422192057



ITERATION 2975 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.0844119761
AVG_RMSE_PER_AREA:  4.28762821593
STD_RMSE:  36.7455118274
CV_RMSE:  2.86017564077
AVG_MAE:  19.9633251941
AVG_MAE_PER_AREA:  1.553893621
STD_MAE:  5.3627196626
CV_MAE:  0.417420234049



ITERATION 2976 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48937173358
AVG_RMSE_PER_AREA:  1.34053752857
STD_RMSE:  0.099204874181
CV_RMSE:  0.0892912453336
AVG_MAE:  1.22439503453
AVG_MAE_PER_AREA:  1.10204018015
STD_MAE:  0.0832442745047
CV_MAE:  0.0749256021822



ITERATION 2977 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.8101808444
AVG_RMSE_PER_AREA:  4.26628277362
STD_RMSE:  37.0363042327
CV_RMSE:  2.8828101698
AVG_MAE:  20.0640825883
AVG_MAE_PER_AREA:  1.56173631607
STD_MAE:  5.97266811894
CV_MAE:  0.464897044962



ITERATION 2978 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.48526673844
AVG_RMSE_PER_AREA:  1.33684274914
STD_RMSE:  0.113476217448
CV_RMSE:  0.10213644093
AVG_MAE:  1.21680228224
AVG_MAE_PER_AREA:  1.09520617815
STD_MAE:  0.0798933227226
CV_MAE:  0.0719095139088



ITERATION 2979 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.7592291711
AVG_RMSE_PER_AREA:  4.1066419978
STD_RMSE:  40.0585297733
CV_RMSE:  3.11805239238
AVG_MAE:  19.8624937573
AVG_MAE_PER_AREA:  1.54604516264
STD_MAE:  6.76313094195
CV_MAE:  0.526424627485



ITERATION 2980 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48384180647
AVG_RMSE_PER_AREA:  1.33556021185
STD_RMSE:  0.136453058871
CV_RMSE:  0.122817186723
AVG_MAE:  1.21828604966
AVG_MAE_PER_AREA:  1.09654167141
STD_MAE:  0.0837752743637
CV_MAE:  0.0754035387661



ITERATION 2981 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.1725651787
AVG_RMSE_PER_AREA:  4.06097758935
STD_RMSE:  41.3747689355
CV_RMSE:  3.22050504583
AVG_MAE:  20.363698689
AVG_MAE_PER_AREA:  1.58505765874
STD_MAE:  7.80974086531
CV_MAE:  0.607890038071



ITERATION 2982 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48745017117
AVG_RMSE_PER_AREA:  1.33880798954
STD_RMSE:  0.143155523871
CV_RMSE:  0.128849868602
AVG_MAE:  1.22539414512
AVG_MAE_PER_AREA:  1.10293944875
STD_MAE:  0.0969934253264
CV_MAE:  0.087300788475



ITERATION 2983 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.038789163
AVG_RMSE_PER_AREA:  3.89488998084
STD_RMSE:  43.3426465724
CV_RMSE:  3.37367955344
AVG_MAE:  20.3811917211
AVG_MAE_PER_AREA:  1.58641927113
STD_MAE:  9.17941571753
CV_MAE:  0.714501987484



ITERATION 2984 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48499621328
AVG_RMSE_PER_AREA:  1.33659925779
STD_RMSE:  0.161028123689
CV_RMSE:  0.144936444067
AVG_MAE:  1.22596406354
AVG_MAE_PER_AREA:  1.10345241473
STD_MAE:  0.0979530042868
CV_MAE:  0.0881644758803



ITERATION 2985 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.6670732138
AVG_RMSE_PER_AREA:  3.71028174307
STD_RMSE:  46.6262905835
CV_RMSE:  3.6292699139
AVG_MAE:  20.5709276277
AVG_MAE_PER_AREA:  1.60118782357
STD_MAE:  11.453646952
CV_MAE:  0.891522267096



ITERATION 2986 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.47154154412
AVG_RMSE_PER_AREA:  1.32448912535
STD_RMSE:  0.208259603559
CV_RMSE:  0.187448041319
AVG_MAE:  1.22056872595
AVG_MAE_PER_AREA:  1.09859623788
STD_MAE:  0.14812026705
CV_MAE:  0.133318480702



ITERATION 2987 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.846662132
AVG_RMSE_PER_AREA:  3.4907482362
STD_RMSE:  48.4608704661
CV_RMSE:  3.77206886895
AVG_MAE:  20.1425594317
AVG_MAE_PER_AREA:  1.56784475067
STD_MAE:  12.5141892367
CV_MAE:  0.974072136668



ITERATION 2988 OF 6498
HP:  9
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46593899963
AVG_RMSE_PER_AREA:  1.31944644797
STD_RMSE:  0.238851234223
CV_RMSE:  0.214982623881
AVG_MAE:  1.22124253653
AVG_MAE_PER_AREA:  1.09920271399
STD_MAE:  0.161733757644
CV_MAE:  0.145571563411



ITERATION 2989 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.0005552447
AVG_RMSE_PER_AREA:  4.43677585407
STD_RMSE:  31.067535362
CV_RMSE:  2.41821663224
AVG_MAE:  18.5997469667
AVG_MAE_PER_AREA:  1.4477562171
STD_MAE:  3.04991640618
CV_MAE:  0.237397607967



ITERATION 2990 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47047701652
AVG_RMSE_PER_AREA:  1.32353097692
STD_RMSE:  0.0155437685777
CV_RMSE:  0.0139904663449
AVG_MAE:  1.19992501818
AVG_MAE_PER_AREA:  1.08001547369
STD_MAE:  0.00972863724902
CV_MAE:  0.00875644611754



ITERATION 2991 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.1053914224
AVG_RMSE_PER_AREA:  4.67844827506
STD_RMSE:  29.7118420874
CV_RMSE:  2.31269297268
AVG_MAE:  19.7857965729
AVG_MAE_PER_AREA:  1.5400752521
STD_MAE:  3.50494799725
CV_MAE:  0.272816090601



ITERATION 2992 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48938836276
AVG_RMSE_PER_AREA:  1.34055249598
STD_RMSE:  0.0607733871321
CV_RMSE:  0.0547002500126
AVG_MAE:  1.20944116893
AVG_MAE_PER_AREA:  1.08858066726
STD_MAE:  0.0615589368645
CV_MAE:  0.0554072990811



ITERATION 2993 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.2902833401
AVG_RMSE_PER_AREA:  4.53716495462
STD_RMSE:  34.5512636161
CV_RMSE:  2.6893810329
AVG_MAE:  20.2495399411
AVG_MAE_PER_AREA:  1.57617183694
STD_MAE:  4.90203660515
CV_MAE:  0.381561855882



ITERATION 2994 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.49886286222
AVG_RMSE_PER_AREA:  1.34908020051
STD_RMSE:  0.0665610274295
CV_RMSE:  0.0599095264112
AVG_MAE:  1.22198810727
AVG_MAE_PER_AREA:  1.0998737792
STD_MAE:  0.0617562562109
CV_MAE:  0.0555849001346



ITERATION 2995 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.9672921382
AVG_RMSE_PER_AREA:  4.27851191055
STD_RMSE:  36.727669199
CV_RMSE:  2.8587868167
AVG_MAE:  19.4124710777
AVG_MAE_PER_AREA:  1.51101656072
STD_MAE:  5.6546795307
CV_MAE:  0.440145635365



ITERATION 2996 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.49228408134
AVG_RMSE_PER_AREA:  1.3431588429
STD_RMSE:  0.103643195112
CV_RMSE:  0.0932860410165
AVG_MAE:  1.21132625483
AVG_MAE_PER_AREA:  1.0902773749
STD_MAE:  0.0946253900703
CV_MAE:  0.0851693930294



ITERATION 2997 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.9557935945
AVG_RMSE_PER_AREA:  4.27761689363
STD_RMSE:  39.1590550236
CV_RMSE:  3.04803960332
AVG_MAE:  19.8625229177
AVG_MAE_PER_AREA:  1.54604743241
STD_MAE:  7.04554721583
CV_MAE:  0.5484071801



ITERATION 2998 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48364511753
AVG_RMSE_PER_AREA:  1.33538317821
STD_RMSE:  0.116231258233
CV_RMSE:  0.104616168107
AVG_MAE:  1.20621339688
AVG_MAE_PER_AREA:  1.08567544926
STD_MAE:  0.0920290248925
CV_MAE:  0.0828324848686



ITERATION 2999 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  54.1236648796
AVG_RMSE_PER_AREA:  4.21284614581
STD_RMSE:  39.3458536103
CV_RMSE:  3.06257952237
AVG_MAE:  20.2591102515
AVG_MAE_PER_AREA:  1.57691676516
STD_MAE:  7.11056876103
CV_MAE:  0.553468289075



ITERATION 3000 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47141323795
AVG_RMSE_PER_AREA:  1.32437364093
STD_RMSE:  0.161981194625
CV_RMSE:  0.145794273801
AVG_MAE:  1.20190527052
AVG_MAE_PER_AREA:  1.08179783769
STD_MAE:  0.119649847616
CV_MAE:  0.107693134897



ITERATION 3001 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.0323745384
AVG_RMSE_PER_AREA:  3.9722280977
STD_RMSE:  42.7810143184
CV_RMSE:  3.3299635508
AVG_MAE:  19.882777342
AVG_MAE_PER_AREA:  1.54762398444
STD_MAE:  9.2167221844
CV_MAE:  0.717405826414



ITERATION 3002 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.47276090957
AVG_RMSE_PER_AREA:  1.32558663856
STD_RMSE:  0.202976728562
CV_RMSE:  0.182693088587
AVG_MAE:  1.20126819789
AVG_MAE_PER_AREA:  1.08122442828
STD_MAE:  0.156594373953
CV_MAE:  0.140945762776



ITERATION 3003 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.0615287838
AVG_RMSE_PER_AREA:  3.74098514483
STD_RMSE:  45.7571645051
CV_RMSE:  3.56161938695
AVG_MAE:  19.6694520251
AVG_MAE_PER_AREA:  1.53101929329
STD_MAE:  11.0955505808
CV_MAE:  0.863648971369



ITERATION 3004 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46857963514
AVG_RMSE_PER_AREA:  1.3218232025
STD_RMSE:  0.237298905526
CV_RMSE:  0.213585420733
AVG_MAE:  1.20497882362
AVG_MAE_PER_AREA:  1.08456424797
STD_MAE:  0.183527796419
CV_MAE:  0.165187705048



ITERATION 3005 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.9741745333
AVG_RMSE_PER_AREA:  3.50067347185
STD_RMSE:  48.1764656271
CV_RMSE:  3.74993153156
AVG_MAE:  19.4406244868
AVG_MAE_PER_AREA:  1.51320794931
STD_MAE:  11.8361470872
CV_MAE:  0.92129508873



ITERATION 3006 OF 6498
HP:  9
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45831287929
AVG_RMSE_PER_AREA:  1.31258241243
STD_RMSE:  0.272763084386
CV_RMSE:  0.245505633538
AVG_MAE:  1.19839668935
AVG_MAE_PER_AREA:  1.07863987207
STD_MAE:  0.195575220772
CV_MAE:  0.17603121987



ITERATION 3007 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.5359555126
AVG_RMSE_PER_AREA:  4.55628744138
STD_RMSE:  30.778661966
CV_RMSE:  2.39573147393
AVG_MAE:  19.1407973244
AVG_MAE_PER_AREA:  1.48987017814
STD_MAE:  3.14939656892
CV_MAE:  0.245140886643



ITERATION 3008 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42127470644
AVG_RMSE_PER_AREA:  1.27924549622
STD_RMSE:  0.0133480821539
CV_RMSE:  0.0120141967638
AVG_MAE:  1.15584908579
AVG_MAE_PER_AREA:  1.04034408732
STD_MAE:  0.00824602400641
CV_MAE:  0.0074219916981



ITERATION 3009 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.3029254258
AVG_RMSE_PER_AREA:  4.61598639654
STD_RMSE:  31.8757971585
CV_RMSE:  2.48112964084
AVG_MAE:  20.3738683512
AVG_MAE_PER_AREA:  1.58584923895
STD_MAE:  5.03303288092
CV_MAE:  0.391758267318



ITERATION 3010 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45888044219
AVG_RMSE_PER_AREA:  1.31309325828
STD_RMSE:  0.0745182991479
CV_RMSE:  0.0670716210871
AVG_MAE:  1.17985863252
AVG_MAE_PER_AREA:  1.0619543393
STD_MAE:  0.0737504988057
CV_MAE:  0.0663805476969



ITERATION 3011 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.6496718122
AVG_RMSE_PER_AREA:  4.48730140949
STD_RMSE:  35.4998825679
CV_RMSE:  2.7632190796
AVG_MAE:  20.438582036
AVG_MAE_PER_AREA:  1.59088638487
STD_MAE:  5.11033532196
CV_MAE:  0.397775289475



ITERATION 3012 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44939971947
AVG_RMSE_PER_AREA:  1.30455995238
STD_RMSE:  0.077910826484
CV_RMSE:  0.0701251302333
AVG_MAE:  1.16709490383
AVG_MAE_PER_AREA:  1.05046610105
STD_MAE:  0.0792953940937
CV_MAE:  0.0713713368047



ITERATION 3013 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.4634912555
AVG_RMSE_PER_AREA:  4.39497218165
STD_RMSE:  37.5106200016
CV_RMSE:  2.91972968298
AVG_MAE:  20.7590464401
AVG_MAE_PER_AREA:  1.61583050557
STD_MAE:  6.24156972501
CV_MAE:  0.485827650775



ITERATION 3014 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45930199881
AVG_RMSE_PER_AREA:  1.31347268838
STD_RMSE:  0.10138030264
CV_RMSE:  0.0912492813455
AVG_MAE:  1.1739098337
AVG_MAE_PER_AREA:  1.05660000908
STD_MAE:  0.0819682498754
CV_MAE:  0.0737770917973



ITERATION 3015 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.9167766763
AVG_RMSE_PER_AREA:  4.27457991759
STD_RMSE:  39.8700264807
CV_RMSE:  3.10337978343
AVG_MAE:  20.6899327552
AVG_MAE_PER_AREA:  1.61045087502
STD_MAE:  7.12982320073
CV_MAE:  0.554967004882



ITERATION 3016 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45444773973
AVG_RMSE_PER_AREA:  1.30910351961
STD_RMSE:  0.127422152846
CV_RMSE:  0.114688746946
AVG_MAE:  1.16795484464
AVG_MAE_PER_AREA:  1.05124010722
STD_MAE:  0.0934693128166
CV_MAE:  0.0841288435752



ITERATION 3017 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.5678854875
AVG_RMSE_PER_AREA:  4.1695857148
STD_RMSE:  41.6113889619
CV_RMSE:  3.23892293694
AVG_MAE:  20.6437029873
AVG_MAE_PER_AREA:  1.60685246941
STD_MAE:  8.68029272659
CV_MAE:  0.675651544274



ITERATION 3018 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44859792438
AVG_RMSE_PER_AREA:  1.30383828137
STD_RMSE:  0.174971534277
CV_RMSE:  0.15748647758
AVG_MAE:  1.16698350572
AVG_MAE_PER_AREA:  1.05036583504
STD_MAE:  0.133179728949
CV_MAE:  0.119870963491



ITERATION 3019 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.8806465932
AVG_RMSE_PER_AREA:  4.03825540137
STD_RMSE:  43.3512485115
CV_RMSE:  3.37434910614
AVG_MAE:  20.6132316838
AVG_MAE_PER_AREA:  1.60448066192
STD_MAE:  9.57725349989
CV_MAE:  0.745468651914



ITERATION 3020 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44222041431
AVG_RMSE_PER_AREA:  1.29809808139
STD_RMSE:  0.206292779092
CV_RMSE:  0.185677763321
AVG_MAE:  1.16852205662
AVG_MAE_PER_AREA:  1.05175063722
STD_MAE:  0.147648587192
CV_MAE:  0.13289393622



ITERATION 3021 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.5246878235
AVG_RMSE_PER_AREA:  3.85487366171
STD_RMSE:  46.3405055421
CV_RMSE:  3.60702514514
AVG_MAE:  20.659863161
AVG_MAE_PER_AREA:  1.60811033555
STD_MAE:  11.5317409174
CV_MAE:  0.897600899464



ITERATION 3022 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43733244663
AVG_RMSE_PER_AREA:  1.29369857255
STD_RMSE:  0.254271844041
CV_RMSE:  0.228862238828
AVG_MAE:  1.16606281757
AVG_MAE_PER_AREA:  1.04953715206
STD_MAE:  0.188864044536
CV_MAE:  0.169990697278



ITERATION 3023 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.5946043318
AVG_RMSE_PER_AREA:  3.70464095265
STD_RMSE:  47.5420422038
CV_RMSE:  3.70054965249
AVG_MAE:  20.5617701591
AVG_MAE_PER_AREA:  1.60047502988
STD_MAE:  12.0031846605
CV_MAE:  0.93429686158



ITERATION 3024 OF 6498
HP:  9
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44504427996
AVG_RMSE_PER_AREA:  1.3006397557
STD_RMSE:  0.254222482584
CV_RMSE:  0.228817810104
AVG_MAE:  1.1729043959
AVG_MAE_PER_AREA:  1.05569504555
STD_MAE:  0.183615708236
CV_MAE:  0.165266831762



ITERATION 3025 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.1216158331
AVG_RMSE_PER_AREA:  4.60187372659
STD_RMSE:  30.1369326484
CV_RMSE:  2.34578092294
AVG_MAE:  19.95846542
AVG_MAE_PER_AREA:  1.55351534874
STD_MAE:  2.27164182853
CV_MAE:  0.176818726952



ITERATION 3026 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49859812501
AVG_RMSE_PER_AREA:  1.34884191872
STD_RMSE:  0.0059552433727
CV_RMSE:  0.00536013075369
AVG_MAE:  1.22382502687
AVG_MAE_PER_AREA:  1.10152713384
STD_MAE:  0.0165694451839
CV_MAE:  0.0149136462011



ITERATION 3027 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.0514864516
AVG_RMSE_PER_AREA:  4.59641503685
STD_RMSE:  30.5947956185
CV_RMSE:  2.3814197928
AVG_MAE:  20.1394895029
AVG_MAE_PER_AREA:  1.56760579535
STD_MAE:  3.68768420524
CV_MAE:  0.287039804595



ITERATION 3028 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48345485638
AVG_RMSE_PER_AREA:  1.33521193002
STD_RMSE:  0.0880022668672
CV_RMSE:  0.0792081242542
AVG_MAE:  1.22277892845
AVG_MAE_PER_AREA:  1.10058557294
STD_MAE:  0.0901600280503
CV_MAE:  0.0811502584967



ITERATION 3029 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.8149244838
AVG_RMSE_PER_AREA:  4.26665200625
STD_RMSE:  36.7329120145
CV_RMSE:  2.85919490391
AVG_MAE:  19.3451774475
AVG_MAE_PER_AREA:  1.50577859853
STD_MAE:  5.38551550244
CV_MAE:  0.419194603287



ITERATION 3030 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48512425394
AVG_RMSE_PER_AREA:  1.33671450323
STD_RMSE:  0.086407226012
CV_RMSE:  0.0777724772107
AVG_MAE:  1.21812498012
AVG_MAE_PER_AREA:  1.09639669769
STD_MAE:  0.0786843225689
CV_MAE:  0.0708213301858



ITERATION 3031 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.5067539612
AVG_RMSE_PER_AREA:  4.2426648095
STD_RMSE:  37.0913158243
CV_RMSE:  2.88709212986
AVG_MAE:  19.6204966279
AVG_MAE_PER_AREA:  1.52720873174
STD_MAE:  5.61425375447
CV_MAE:  0.436998997457



ITERATION 3032 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.48352760384
AVG_RMSE_PER_AREA:  1.33527740776
STD_RMSE:  0.101100927849
CV_RMSE:  0.0909978247197
AVG_MAE:  1.21690960221
AVG_MAE_PER_AREA:  1.09530277355
STD_MAE:  0.0774299003335
CV_MAE:  0.0696922634489



ITERATION 3033 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.9344737313
AVG_RMSE_PER_AREA:  4.04244516664
STD_RMSE:  40.7276464638
CV_RMSE:  3.17013470567
AVG_MAE:  19.2932598877
AVG_MAE_PER_AREA:  1.5017374699
STD_MAE:  7.16858798949
CV_MAE:  0.557984355819



ITERATION 3034 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48827443704
AVG_RMSE_PER_AREA:  1.33954988581
STD_RMSE:  0.129565889559
CV_RMSE:  0.116618258195
AVG_MAE:  1.22619736313
AVG_MAE_PER_AREA:  1.10366240049
STD_MAE:  0.0840937637968
CV_MAE:  0.0756902012749



ITERATION 3035 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.9252641826
AVG_RMSE_PER_AREA:  4.04172831918
STD_RMSE:  41.3097126433
CV_RMSE:  3.21544123224
AVG_MAE:  19.8685665162
AVG_MAE_PER_AREA:  1.5465178505
STD_MAE:  7.83227012619
CV_MAE:  0.609643657491



ITERATION 3036 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48657438176
AVG_RMSE_PER_AREA:  1.33801971853
STD_RMSE:  0.133551377892
CV_RMSE:  0.120205473234
AVG_MAE:  1.2248601648
AVG_MAE_PER_AREA:  1.10245882954
STD_MAE:  0.0999324987805
CV_MAE:  0.0899461577778



ITERATION 3037 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.2282525455
AVG_RMSE_PER_AREA:  3.83179990606
STD_RMSE:  43.8392026428
CV_RMSE:  3.41233019419
AVG_MAE:  19.7232044195
AVG_MAE_PER_AREA:  1.5352032407
STD_MAE:  9.29941880384
CV_MAE:  0.723842717472



ITERATION 3038 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48140962394
AVG_RMSE_PER_AREA:  1.33337107942
STD_RMSE:  0.157569364773
CV_RMSE:  0.14182332192
AVG_MAE:  1.22362648066
AVG_MAE_PER_AREA:  1.10134842853
STD_MAE:  0.104095385254
CV_MAE:  0.0936930434071



ITERATION 3039 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.2243811261
AVG_RMSE_PER_AREA:  3.67582373547
STD_RMSE:  46.753687751
CV_RMSE:  3.63918618006
AVG_MAE:  20.0239660881
AVG_MAE_PER_AREA:  1.55861375141
STD_MAE:  11.3907931246
CV_MAE:  0.886629887674



ITERATION 3040 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.47261567182
AVG_RMSE_PER_AREA:  1.32545591454
STD_RMSE:  0.207169859236
CV_RMSE:  0.186467196087
AVG_MAE:  1.22315190936
AVG_MAE_PER_AREA:  1.10092128155
STD_MAE:  0.157233089511
CV_MAE:  0.141520650936



ITERATION 3041 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.258046142
AVG_RMSE_PER_AREA:  3.44493188931
STD_RMSE:  48.5355034642
CV_RMSE:  3.77787810856
AVG_MAE:  19.5034152489
AVG_MAE_PER_AREA:  1.51809541989
STD_MAE:  12.587322419
CV_MAE:  0.979764634503



ITERATION 3042 OF 6498
HP:  9
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46691792224
AVG_RMSE_PER_AREA:  1.320327546
STD_RMSE:  0.24050572191
CV_RMSE:  0.216471777183
AVG_MAE:  1.22297429618
AVG_MAE_PER_AREA:  1.10076141741
STD_MAE:  0.170198439014
CV_MAE:  0.153190361853



ITERATION 3043 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.1774661982
AVG_RMSE_PER_AREA:  4.52838355997
STD_RMSE:  30.4971496287
CV_RMSE:  2.3738192814
AVG_MAE:  20.2410650575
AVG_MAE_PER_AREA:  1.57551217391
STD_MAE:  3.6332297553
CV_MAE:  0.282801210995



ITERATION 3044 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47545168667
AVG_RMSE_PER_AREA:  1.32800852397
STD_RMSE:  0.0131219287838
CV_RMSE:  0.0118106430955
AVG_MAE:  1.18551921984
AVG_MAE_PER_AREA:  1.06704925922
STD_MAE:  0.0144630494619
CV_MAE:  0.0130177444247



ITERATION 3045 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.916896647
AVG_RMSE_PER_AREA:  4.66377632907
STD_RMSE:  32.0605965913
CV_RMSE:  2.49551395092
AVG_MAE:  21.6685852834
AVG_MAE_PER_AREA:  1.68662665766
STD_MAE:  5.47061176446
CV_MAE:  0.425818276319



ITERATION 3046 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50426381911
AVG_RMSE_PER_AREA:  1.35394143511
STD_RMSE:  0.103032199609
CV_RMSE:  0.0927361028225
AVG_MAE:  1.21049137715
AVG_MAE_PER_AREA:  1.08952592727
STD_MAE:  0.0971809484659
CV_MAE:  0.0874695722651



ITERATION 3047 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.8104098441
AVG_RMSE_PER_AREA:  4.34413801302
STD_RMSE:  38.1101950225
CV_RMSE:  2.96639905249
AVG_MAE:  21.0104975523
AVG_MAE_PER_AREA:  1.63540281006
STD_MAE:  7.26133759981
CV_MAE:  0.565203745697



ITERATION 3048 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.49537747283
AVG_RMSE_PER_AREA:  1.3459431091
STD_RMSE:  0.105558550798
CV_RMSE:  0.0950099935532
AVG_MAE:  1.19307517278
AVG_MAE_PER_AREA:  1.07385013925
STD_MAE:  0.0813736087884
CV_MAE:  0.0732418737083



ITERATION 3049 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.7009419427
AVG_RMSE_PER_AREA:  4.33561731459
STD_RMSE:  38.1992744147
CV_RMSE:  2.97333276208
AVG_MAE:  21.3409993054
AVG_MAE_PER_AREA:  1.66112821206
STD_MAE:  7.5483259257
CV_MAE:  0.587542175019



ITERATION 3050 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.49703807486
AVG_RMSE_PER_AREA:  1.34743776573
STD_RMSE:  0.133944539615
CV_RMSE:  0.120559345966
AVG_MAE:  1.19893187211
AVG_MAE_PER_AREA:  1.07912157356
STD_MAE:  0.10755484889
CV_MAE:  0.0968067998507



ITERATION 3051 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.0157308426
AVG_RMSE_PER_AREA:  4.20444483941
STD_RMSE:  40.6796067102
CV_RMSE:  3.16639541545
AVG_MAE:  21.2084309955
AVG_MAE_PER_AREA:  1.65080943755
STD_MAE:  8.30209903104
CV_MAE:  0.646213924774



ITERATION 3052 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48122638044
AVG_RMSE_PER_AREA:  1.33320614761
STD_RMSE:  0.153671673625
CV_RMSE:  0.138315130419
AVG_MAE:  1.18627198726
AVG_MAE_PER_AREA:  1.06772680194
STD_MAE:  0.114593514958
CV_MAE:  0.103142085933



ITERATION 3053 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.4101884763
AVG_RMSE_PER_AREA:  4.0794735725
STD_RMSE:  43.2240242827
CV_RMSE:  3.36444630109
AVG_MAE:  21.541521599
AVG_MAE_PER_AREA:  1.67673634897
STD_MAE:  10.6293066343
CV_MAE:  0.827357747975



ITERATION 3054 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.5003831311
AVG_RMSE_PER_AREA:  1.35044854761
STD_RMSE:  0.171069578172
CV_RMSE:  0.153974447322
AVG_MAE:  1.20884002085
AVG_MAE_PER_AREA:  1.08803959243
STD_MAE:  0.131620952097
CV_MAE:  0.118467956558



ITERATION 3055 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.9220508686
AVG_RMSE_PER_AREA:  3.88580337382
STD_RMSE:  45.3627879075
CV_RMSE:  3.5309221322
AVG_MAE:  21.3261462807
AVG_MAE_PER_AREA:  1.65997209102
STD_MAE:  12.1648781546
CV_MAE:  0.946882665132



ITERATION 3056 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48221697282
AVG_RMSE_PER_AREA:  1.33409774924
STD_RMSE:  0.221634464699
CV_RMSE:  0.199486341021
AVG_MAE:  1.19878385268
AVG_MAE_PER_AREA:  1.07898834583
STD_MAE:  0.160300580641
CV_MAE:  0.144281605025



ITERATION 3057 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.8603315953
AVG_RMSE_PER_AREA:  3.72532447584
STD_RMSE:  48.2206826455
CV_RMSE:  3.75337326996
AVG_MAE:  21.5594983601
AVG_MAE_PER_AREA:  1.67813561358
STD_MAE:  13.8569487591
CV_MAE:  1.0785890664



ITERATION 3058 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46396668871
AVG_RMSE_PER_AREA:  1.31767123179
STD_RMSE:  0.257579278185
CV_RMSE:  0.231839158218
AVG_MAE:  1.19094257246
AVG_MAE_PER_AREA:  1.07193065153
STD_MAE:  0.198368652349
CV_MAE:  0.178545501414



ITERATION 3059 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.364222841
AVG_RMSE_PER_AREA:  3.60887123837
STD_RMSE:  48.6643043086
CV_RMSE:  3.7879036333
AVG_MAE:  21.1286277711
AVG_MAE_PER_AREA:  1.64459776088
STD_MAE:  13.3289347103
CV_MAE:  1.03748981793



ITERATION 3060 OF 6498
HP:  9
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46287500418
AVG_RMSE_PER_AREA:  1.31668864024
STD_RMSE:  0.276342743485
CV_RMSE:  0.248727574209
AVG_MAE:  1.19181997088
AVG_MAE_PER_AREA:  1.07272037077
STD_MAE:  0.190828315013
CV_MAE:  0.171758676508



ITERATION 3061 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.1721942924
AVG_RMSE_PER_AREA:  4.52797320845
STD_RMSE:  30.481508006
CV_RMSE:  2.37260177793
AVG_MAE:  20.228959799
AVG_MAE_PER_AREA:  1.57456993188
STD_MAE:  3.60233295335
CV_MAE:  0.28039628381



ITERATION 3062 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47770924631
AVG_RMSE_PER_AREA:  1.33004048373
STD_RMSE:  0.00872012244404
CV_RMSE:  0.00784871306897
AVG_MAE:  1.18647424805
AVG_MAE_PER_AREA:  1.06790885064
STD_MAE:  0.0113637653644
CV_MAE:  0.0102281744667



ITERATION 3063 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.9294628969
AVG_RMSE_PER_AREA:  4.66475445348
STD_RMSE:  32.0576597945
CV_RMSE:  2.49528535825
AVG_MAE:  21.6855523401
AVG_MAE_PER_AREA:  1.68794732949
STD_MAE:  5.38189024665
CV_MAE:  0.418912422749



ITERATION 3064 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50562390128
AVG_RMSE_PER_AREA:  1.35516560309
STD_RMSE:  0.107522148062
CV_RMSE:  0.0967773668448
AVG_MAE:  1.21503374357
AVG_MAE_PER_AREA:  1.09361437108
STD_MAE:  0.0978233658143
CV_MAE:  0.0880477922924



ITERATION 3065 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.8051656018
AVG_RMSE_PER_AREA:  4.34372981476
STD_RMSE:  38.1564011626
CV_RMSE:  2.96999561898
AVG_MAE:  21.0147759501
AVG_MAE_PER_AREA:  1.63573582948
STD_MAE:  7.30246057767
CV_MAE:  0.568404651976



ITERATION 3066 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.49879345307
AVG_RMSE_PER_AREA:  1.34901772748
STD_RMSE:  0.107048256263
CV_RMSE:  0.0963508314626
AVG_MAE:  1.19829416322
AVG_MAE_PER_AREA:  1.07854759147
STD_MAE:  0.0800550227469
CV_MAE:  0.0720550551098



ITERATION 3067 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.3093803868
AVG_RMSE_PER_AREA:  4.3051391754
STD_RMSE:  38.5250548878
CV_RMSE:  2.99869067185
AVG_MAE:  21.0986495933
AVG_MAE_PER_AREA:  1.64226433703
STD_MAE:  7.7403498145
CV_MAE:  0.602488818075



ITERATION 3068 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.49913042155
AVG_RMSE_PER_AREA:  1.34932102241
STD_RMSE:  0.13570402574
CV_RMSE:  0.122143005121
AVG_MAE:  1.20212279192
AVG_MAE_PER_AREA:  1.08199362199
STD_MAE:  0.112224691952
CV_MAE:  0.101009981458



ITERATION 3069 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.3853038467
AVG_RMSE_PER_AREA:  4.15537403192
STD_RMSE:  40.921892618
CV_RMSE:  3.18525432412
AVG_MAE:  20.9094001592
AVG_MAE_PER_AREA:  1.62753365035
STD_MAE:  8.36190227378
CV_MAE:  0.650868854577



ITERATION 3070 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48357059024
AVG_RMSE_PER_AREA:  1.33531609849
STD_RMSE:  0.154504953148
CV_RMSE:  0.139065139598
AVG_MAE:  1.1907212699
AVG_MAE_PER_AREA:  1.07173146393
STD_MAE:  0.11529658948
CV_MAE:  0.10377490161



ITERATION 3071 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.1887076845
AVG_RMSE_PER_AREA:  4.06223408027
STD_RMSE:  42.9671729561
CV_RMSE:  3.34445365787
AVG_MAE:  21.2479840963
AVG_MAE_PER_AREA:  1.65388814866
STD_MAE:  10.1473823833
CV_MAE:  0.789846010215



ITERATION 3072 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.50191310767
AVG_RMSE_PER_AREA:  1.3518256323
STD_RMSE:  0.171157946628
CV_RMSE:  0.154053985042
AVG_MAE:  1.21035236153
AVG_MAE_PER_AREA:  1.0894008036
STD_MAE:  0.133527814222
CV_MAE:  0.120184264301



ITERATION 3073 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.8921234663
AVG_RMSE_PER_AREA:  3.8834739022
STD_RMSE:  45.3719582093
CV_RMSE:  3.53163592478
AVG_MAE:  21.2951876128
AVG_MAE_PER_AREA:  1.65756234835
STD_MAE:  12.1096934176
CV_MAE:  0.942587227874



ITERATION 3074 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48404316189
AVG_RMSE_PER_AREA:  1.33574144565
STD_RMSE:  0.223151626825
CV_RMSE:  0.200851891824
AVG_MAE:  1.20109568247
AVG_MAE_PER_AREA:  1.08106915248
STD_MAE:  0.163249066915
CV_MAE:  0.146935446517



ITERATION 3075 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.4576406238
AVG_RMSE_PER_AREA:  3.69398005171
STD_RMSE:  48.2027283795
CV_RMSE:  3.75197575631
AVG_MAE:  21.3250897305
AVG_MAE_PER_AREA:  1.65988985188
STD_MAE:  13.7796508113
CV_MAE:  1.07257239398



ITERATION 3076 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46694416949
AVG_RMSE_PER_AREA:  1.32035117035
STD_RMSE:  0.258329468261
CV_RMSE:  0.232514381151
AVG_MAE:  1.19366358812
AVG_MAE_PER_AREA:  1.07437975374
STD_MAE:  0.199561828534
CV_MAE:  0.179619442472



ITERATION 3077 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.9486667006
AVG_RMSE_PER_AREA:  3.57652542276
STD_RMSE:  48.4321558639
CV_RMSE:  3.76983379854
AVG_MAE:  20.7379395085
AVG_MAE_PER_AREA:  1.61418759659
STD_MAE:  12.7590605114
CV_MAE:  0.993132283616



ITERATION 3078 OF 6498
HP:  9
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46489604863
AVG_RMSE_PER_AREA:  1.31850771997
STD_RMSE:  0.275234315166
CV_RMSE:  0.247729912089
AVG_MAE:  1.19626659196
AVG_MAE_PER_AREA:  1.07672263716
STD_MAE:  0.189053659411
CV_MAE:  0.170161363775



ITERATION 3079 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.8764749653
AVG_RMSE_PER_AREA:  4.66063000987
STD_RMSE:  30.8277165632
CV_RMSE:  2.39954975696
AVG_MAE:  22.0378987991
AVG_MAE_PER_AREA:  1.71537306692
STD_MAE:  3.40416825974
CV_MAE:  0.264971656384



ITERATION 3080 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.50223737062
AVG_RMSE_PER_AREA:  1.35211749137
STD_RMSE:  0.0173872693342
CV_RMSE:  0.015649744477
AVG_MAE:  1.23373594934
AVG_MAE_PER_AREA:  1.11044764926
STD_MAE:  0.00647003690228
CV_MAE:  0.00582348052078



ITERATION 3081 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.3841855498
AVG_RMSE_PER_AREA:  4.77798630381
STD_RMSE:  29.6268274208
CV_RMSE:  2.30607565083
AVG_MAE:  22.123489171
AVG_MAE_PER_AREA:  1.72203520019
STD_MAE:  4.7796378486
CV_MAE:  0.372034653116



ITERATION 3082 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.53160401096
AVG_RMSE_PER_AREA:  1.37854949795
STD_RMSE:  0.0786763627194
CV_RMSE:  0.0708141657709
AVG_MAE:  1.26205686049
AVG_MAE_PER_AREA:  1.13593842727
STD_MAE:  0.0820613247099
CV_MAE:  0.0738608655831



ITERATION 3083 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  59.9387836668
AVG_RMSE_PER_AREA:  4.66547995811
STD_RMSE:  33.8613666896
CV_RMSE:  2.63568123975
AVG_MAE:  22.2087851854
AVG_MAE_PER_AREA:  1.72867442143
STD_MAE:  4.63790036158
CV_MAE:  0.361002173567



ITERATION 3084 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.49004337141
AVG_RMSE_PER_AREA:  1.34114204905
STD_RMSE:  0.0745576507619
CV_RMSE:  0.0671070402602
AVG_MAE:  1.21863379032
AVG_MAE_PER_AREA:  1.09685466205
STD_MAE:  0.0593154519554
CV_MAE:  0.0533880075586



ITERATION 3085 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.3599338428
AVG_RMSE_PER_AREA:  4.30907412572
STD_RMSE:  37.5329858589
CV_RMSE:  2.92147058349
AVG_MAE:  21.6427629562
AVG_MAE_PER_AREA:  1.68461671447
STD_MAE:  6.43667952944
CV_MAE:  0.501014493525



ITERATION 3086 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.49684861216
AVG_RMSE_PER_AREA:  1.3472672362
STD_RMSE:  0.100869648309
CV_RMSE:  0.0907896571433
AVG_MAE:  1.225804165
AVG_MAE_PER_AREA:  1.10330849499
STD_MAE:  0.0950835603532
CV_MAE:  0.0855817779598



ITERATION 3087 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  56.3612812261
AVG_RMSE_PER_AREA:  4.38701641721
STD_RMSE:  38.4529003349
CV_RMSE:  2.993074348
AVG_MAE:  22.1656830317
AVG_MAE_PER_AREA:  1.72531946122
STD_MAE:  6.57911337117
CV_MAE:  0.512101175525



ITERATION 3088 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49779464669
AVG_RMSE_PER_AREA:  1.34811873269
STD_RMSE:  0.146898964483
CV_RMSE:  0.132219223957
AVG_MAE:  1.24978202199
AVG_MAE_PER_AREA:  1.124890224
STD_MAE:  0.113637227935
CV_MAE:  0.102281361499



ITERATION 3089 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.717888902
AVG_RMSE_PER_AREA:  4.10342417813
STD_RMSE:  42.0920823835
CV_RMSE:  3.27633887012
AVG_MAE:  20.9694235977
AVG_MAE_PER_AREA:  1.63220571962
STD_MAE:  9.19146097562
CV_MAE:  0.715439559232



ITERATION 3090 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.49182077713
AVG_RMSE_PER_AREA:  1.34274183707
STD_RMSE:  0.162311163934
CV_RMSE:  0.146091268991
AVG_MAE:  1.23817473435
AVG_MAE_PER_AREA:  1.11444286265
STD_MAE:  0.113956893398
CV_MAE:  0.102569082516



ITERATION 3091 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.4114731388
AVG_RMSE_PER_AREA:  3.923898738
STD_RMSE:  44.3813028661
CV_RMSE:  3.45452587406
AVG_MAE:  21.0025853782
AVG_MAE_PER_AREA:  1.63478694688
STD_MAE:  10.3127228078
CV_MAE:  0.802715681395



ITERATION 3092 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.49119391742
AVG_RMSE_PER_AREA:  1.34217761999
STD_RMSE:  0.177899304442
CV_RMSE:  0.160121673141
AVG_MAE:  1.23251023801
AVG_MAE_PER_AREA:  1.10934442433
STD_MAE:  0.116167115431
CV_MAE:  0.104558435151



ITERATION 3093 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.3042881154
AVG_RMSE_PER_AREA:  3.68204348893
STD_RMSE:  47.958045725
CV_RMSE:  3.73293029107
AVG_MAE:  20.613947438
AVG_MAE_PER_AREA:  1.60453637438
STD_MAE:  11.9983604426
CV_MAE:  0.933921356936



ITERATION 3094 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46186958863
AVG_RMSE_PER_AREA:  1.31578369674
STD_RMSE:  0.216062192144
CV_RMSE:  0.19447091048
AVG_MAE:  1.20858663255
AVG_MAE_PER_AREA:  1.08781152544
STD_MAE:  0.144982443426
CV_MAE:  0.130494222505



ITERATION 3095 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.9017524018
AVG_RMSE_PER_AREA:  3.65071114968
STD_RMSE:  47.53238777
CV_RMSE:  3.69979817633
AVG_MAE:  21.4568405224
AVG_MAE_PER_AREA:  1.6701449929
STD_MAE:  12.5405771485
CV_MAE:  0.976126103503



ITERATION 3096 OF 6498
HP:  10
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.48600877879
AVG_RMSE_PER_AREA:  1.33751063675
STD_RMSE:  0.241881339363
CV_RMSE:  0.217709927995
AVG_MAE:  1.24054031428
AVG_MAE_PER_AREA:  1.11657204813
STD_MAE:  0.161200139025
CV_MAE:  0.145091269762



ITERATION 3097 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.1014024414
AVG_RMSE_PER_AREA:  4.44462553913
STD_RMSE:  30.9098349129
CV_RMSE:  2.40594163699
AVG_MAE:  19.1101648407
AVG_MAE_PER_AREA:  1.4874858248
STD_MAE:  2.77903865074
CV_MAE:  0.216313183796



ITERATION 3098 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44207022181
AVG_RMSE_PER_AREA:  1.29796289776
STD_RMSE:  0.0255315669644
CV_RMSE:  0.0229801754036
AVG_MAE:  1.18812229964
AVG_MAE_PER_AREA:  1.06939221101
STD_MAE:  0.0219719579768
CV_MAE:  0.0197762812197



ITERATION 3099 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.1870586374
AVG_RMSE_PER_AREA:  4.60696762529
STD_RMSE:  31.0520154575
CV_RMSE:  2.41700860299
AVG_MAE:  20.02055618
AVG_MAE_PER_AREA:  1.55834833298
STD_MAE:  4.5583664762
CV_MAE:  0.354811461551



ITERATION 3100 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47494998899
AVG_RMSE_PER_AREA:  1.32755696138
STD_RMSE:  0.0433538703508
CV_RMSE:  0.0390214806038
AVG_MAE:  1.20067415708
AVG_MAE_PER_AREA:  1.08068975049
STD_MAE:  0.0387617364899
CV_MAE:  0.0348882426498



ITERATION 3101 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.2098535815
AVG_RMSE_PER_AREA:  4.37522968084
STD_RMSE:  35.4852706396
CV_RMSE:  2.76208172487
AVG_MAE:  19.4364249484
AVG_MAE_PER_AREA:  1.51288106809
STD_MAE:  4.99440290453
CV_MAE:  0.388751409827



ITERATION 3102 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47051330389
AVG_RMSE_PER_AREA:  1.32356363806
STD_RMSE:  0.0711114359874
CV_RMSE:  0.0640052087077
AVG_MAE:  1.19951917162
AVG_MAE_PER_AREA:  1.07965018372
STD_MAE:  0.065959345327
CV_MAE:  0.0593679709213



ITERATION 3103 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.4313354543
AVG_RMSE_PER_AREA:  4.0811195986
STD_RMSE:  38.1007666754
CV_RMSE:  2.96566517433
AVG_MAE:  18.635233582
AVG_MAE_PER_AREA:  1.45051840349
STD_MAE:  6.25073374814
CV_MAE:  0.486540954643



ITERATION 3104 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45807558943
AVG_RMSE_PER_AREA:  1.31236883516
STD_RMSE:  0.0929159673027
CV_RMSE:  0.0836307943569
AVG_MAE:  1.19343076051
AVG_MAE_PER_AREA:  1.0741701928
STD_MAE:  0.0913544832495
CV_MAE:  0.0822253507552



ITERATION 3105 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.5422753767
AVG_RMSE_PER_AREA:  4.08975487534
STD_RMSE:  40.2780525525
CV_RMSE:  3.13513947797
AVG_MAE:  19.2273141026
AVG_MAE_PER_AREA:  1.49660442048
STD_MAE:  6.86784930088
CV_MAE:  0.534575633811



ITERATION 3106 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45780179322
AVG_RMSE_PER_AREA:  1.31212239964
STD_RMSE:  0.11693682227
CV_RMSE:  0.105251224519
AVG_MAE:  1.18917045491
AVG_MAE_PER_AREA:  1.07033562322
STD_MAE:  0.0811700557726
CV_MAE:  0.0730586619213



ITERATION 3107 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.2947154547
AVG_RMSE_PER_AREA:  3.99264803638
STD_RMSE:  40.7950297909
CV_RMSE:  3.17537964964
AVG_MAE:  19.3368510638
AVG_MAE_PER_AREA:  1.50513049435
STD_MAE:  7.7738921809
CV_MAE:  0.605099669157



ITERATION 3108 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45137877592
AVG_RMSE_PER_AREA:  1.30634124001
STD_RMSE:  0.154555346998
CV_RMSE:  0.139110497547
AVG_MAE:  1.18838441865
AVG_MAE_PER_AREA:  1.06962813624
STD_MAE:  0.110539009136
CV_MAE:  0.0994927503837



ITERATION 3109 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.8079748306
AVG_RMSE_PER_AREA:  3.56557433133
STD_RMSE:  45.122843325
CV_RMSE:  3.51224546624
AVG_MAE:  18.2707284594
AVG_MAE_PER_AREA:  1.42214626712
STD_MAE:  9.75100036933
CV_MAE:  0.758992659035



ITERATION 3110 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4509885594
AVG_RMSE_PER_AREA:  1.30599001816
STD_RMSE:  0.182165495841
CV_RMSE:  0.163961540345
AVG_MAE:  1.19346043684
AVG_MAE_PER_AREA:  1.07419690354
STD_MAE:  0.12774324594
CV_MAE:  0.114977752929



ITERATION 3111 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.0847380644
AVG_RMSE_PER_AREA:  3.50927945127
STD_RMSE:  47.1000279822
CV_RMSE:  3.66614440825
AVG_MAE:  18.8537582846
AVG_MAE_PER_AREA:  1.46752780138
STD_MAE:  11.6484296327
CV_MAE:  0.906683647386



ITERATION 3112 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44757159773
AVG_RMSE_PER_AREA:  1.30291451642
STD_RMSE:  0.227153800053
CV_RMSE:  0.204454124421
AVG_MAE:  1.194466241
AVG_MAE_PER_AREA:  1.07510219682
STD_MAE:  0.167663037626
CV_MAE:  0.150908325318



ITERATION 3113 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.3576129531
AVG_RMSE_PER_AREA:  3.37484449782
STD_RMSE:  48.3753515965
CV_RMSE:  3.76541230123
AVG_MAE:  19.0631978862
AVG_MAE_PER_AREA:  1.48383003849
STD_MAE:  11.905453179
CV_MAE:  0.926689695735



ITERATION 3114 OF 6498
HP:  10
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44303053933
AVG_RMSE_PER_AREA:  1.29882724992
STD_RMSE:  0.252477977169
CV_RMSE:  0.227247634624
AVG_MAE:  1.19369382331
AVG_MAE_PER_AREA:  1.07440696751
STD_MAE:  0.175418327095
CV_MAE:  0.157888622006



ITERATION 3115 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.8060468669
AVG_RMSE_PER_AREA:  4.42163582481
STD_RMSE:  31.1035580548
CV_RMSE:  2.42102054551
AVG_MAE:  19.1503114442
AVG_MAE_PER_AREA:  1.49061073263
STD_MAE:  2.88850693635
CV_MAE:  0.224833912135



ITERATION 3116 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47650443885
AVG_RMSE_PER_AREA:  1.32895607372
STD_RMSE:  0.0371708444563
CV_RMSE:  0.0334563298327
AVG_MAE:  1.20434854049
AVG_MAE_PER_AREA:  1.08399694958
STD_MAE:  0.0281870554475
CV_MAE:  0.0253702986267



ITERATION 3117 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.2012200339
AVG_RMSE_PER_AREA:  4.53023249713
STD_RMSE:  30.626467907
CV_RMSE:  2.38388508186
AVG_MAE:  19.7057550971
AVG_MAE_PER_AREA:  1.53384503055
STD_MAE:  3.29924636391
CV_MAE:  0.256804807272



ITERATION 3118 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48810860931
AVG_RMSE_PER_AREA:  1.33940062939
STD_RMSE:  0.0716816697533
CV_RMSE:  0.0645184585203
AVG_MAE:  1.21677349825
AVG_MAE_PER_AREA:  1.09518027057
STD_MAE:  0.0544107810075
CV_MAE:  0.048973464619



ITERATION 3119 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.645192806
AVG_RMSE_PER_AREA:  4.25344053127
STD_RMSE:  36.7286520253
CV_RMSE:  2.85886331736
AVG_MAE:  19.2768031152
AVG_MAE_PER_AREA:  1.50045651728
STD_MAE:  5.3933590821
CV_MAE:  0.419805127249



ITERATION 3120 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48799617411
AVG_RMSE_PER_AREA:  1.33929942994
STD_RMSE:  0.0880143096348
CV_RMSE:  0.0792189635776
AVG_MAE:  1.21144147903
AVG_MAE_PER_AREA:  1.09038108465
STD_MAE:  0.0624659465932
CV_MAE:  0.0562236705433



ITERATION 3121 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.1547875202
AVG_RMSE_PER_AREA:  4.13743123704
STD_RMSE:  37.3044710998
CV_RMSE:  2.90368358543
AVG_MAE:  19.5352318008
AVG_MAE_PER_AREA:  1.52057193803
STD_MAE:  5.64872817332
CV_MAE:  0.439682397093



ITERATION 3122 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.48931692419
AVG_RMSE_PER_AREA:  1.34048819632
STD_RMSE:  0.113238664495
CV_RMSE:  0.101922626848
AVG_MAE:  1.21573793475
AVG_MAE_PER_AREA:  1.09424819182
STD_MAE:  0.0822461855784
CV_MAE:  0.0740272531452



ITERATION 3123 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.8032587745
AVG_RMSE_PER_AREA:  4.11006914829
STD_RMSE:  40.2199468598
CV_RMSE:  3.13061668107
AVG_MAE:  19.9327629713
AVG_MAE_PER_AREA:  1.55151473659
STD_MAE:  6.83379469278
CV_MAE:  0.531924911159



ITERATION 3124 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48812513841
AVG_RMSE_PER_AREA:  1.33941550673
STD_RMSE:  0.148464906011
CV_RMSE:  0.133628679594
AVG_MAE:  1.21678983259
AVG_MAE_PER_AREA:  1.0951949726
STD_MAE:  0.0909085934294
CV_MAE:  0.0818240190903



ITERATION 3125 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.5813580304
AVG_RMSE_PER_AREA:  3.93712213875
STD_RMSE:  41.2767078912
CV_RMSE:  3.21287222767
AVG_MAE:  19.8753578337
AVG_MAE_PER_AREA:  1.54704646909
STD_MAE:  7.60920046084
CV_MAE:  0.592280491453



ITERATION 3126 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47242486473
AVG_RMSE_PER_AREA:  1.32528417497
STD_RMSE:  0.166348375702
CV_RMSE:  0.149725038697
AVG_MAE:  1.20662269015
AVG_MAE_PER_AREA:  1.0860438415
STD_MAE:  0.121278863023
CV_MAE:  0.109159361386



ITERATION 3127 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.3651860776
AVG_RMSE_PER_AREA:  3.68678362886
STD_RMSE:  43.9818570362
CV_RMSE:  3.42343404336
AVG_MAE:  19.3738777031
AVG_MAE_PER_AREA:  1.50801255222
STD_MAE:  9.18576070122
CV_MAE:  0.71499586461



ITERATION 3128 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48498641577
AVG_RMSE_PER_AREA:  1.33659043935
STD_RMSE:  0.187692587898
CV_RMSE:  0.168936305314
AVG_MAE:  1.21740899393
AVG_MAE_PER_AREA:  1.09575226062
STD_MAE:  0.126210742714
CV_MAE:  0.113598394075



ITERATION 3129 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.4428631059
AVG_RMSE_PER_AREA:  3.45931756397
STD_RMSE:  47.0922398061
CV_RMSE:  3.66553819676
AVG_MAE:  19.1998139098
AVG_MAE_PER_AREA:  1.49446387657
STD_MAE:  11.4952025962
CV_MAE:  0.894756851006



ITERATION 3130 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46891428459
AVG_RMSE_PER_AREA:  1.32212441013
STD_RMSE:  0.243033239257
CV_RMSE:  0.218746717537
AVG_MAE:  1.20977592031
AVG_MAE_PER_AREA:  1.08888196665
STD_MAE:  0.176394310056
CV_MAE:  0.158767074146



ITERATION 3131 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.1292678823
AVG_RMSE_PER_AREA:  3.35707070786
STD_RMSE:  48.007631731
CV_RMSE:  3.73678993759
AVG_MAE:  19.1412952397
AVG_MAE_PER_AREA:  1.48990893458
STD_MAE:  11.6190286429
CV_MAE:  0.904395150353



ITERATION 3132 OF 6498
HP:  10
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44918281924
AVG_RMSE_PER_AREA:  1.30436472718
STD_RMSE:  0.281356606135
CV_RMSE:  0.253240397229
AVG_MAE:  1.19790668304
AVG_MAE_PER_AREA:  1.07819883252
STD_MAE:  0.186133193059
CV_MAE:  0.167532742149



ITERATION 3133 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.9621216442
AVG_RMSE_PER_AREA:  4.35594686732
STD_RMSE:  32.540408943
CV_RMSE:  2.53286130389
AVG_MAE:  18.6052481516
AVG_MAE_PER_AREA:  1.44818441511
STD_MAE:  3.88625014597
CV_MAE:  0.302495664059



ITERATION 3134 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46584223307
AVG_RMSE_PER_AREA:  1.31935935138
STD_RMSE:  0.0452000921621
CV_RMSE:  0.0406832078733
AVG_MAE:  1.20035455762
AVG_MAE_PER_AREA:  1.08040208888
STD_MAE:  0.0261907187983
CV_MAE:  0.0235734576249



ITERATION 3135 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.3121097015
AVG_RMSE_PER_AREA:  4.53886386216
STD_RMSE:  31.8404355785
CV_RMSE:  2.47837718688
AVG_MAE:  19.7837970687
AVG_MAE_PER_AREA:  1.53991961586
STD_MAE:  5.3796488428
CV_MAE:  0.418737957668



ITERATION 3136 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47246472812
AVG_RMSE_PER_AREA:  1.32532005477
STD_RMSE:  0.0690868021593
CV_RMSE:  0.0621828982885
AVG_MAE:  1.19011808979
AVG_MAE_PER_AREA:  1.07118856013
STD_MAE:  0.060860967046
CV_MAE:  0.0547790779899



ITERATION 3137 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.5973967825
AVG_RMSE_PER_AREA:  4.32755762702
STD_RMSE:  36.9281601795
CV_RMSE:  2.87439251628
AVG_MAE:  19.9833107844
AVG_MAE_PER_AREA:  1.55544924767
STD_MAE:  6.38021324937
CV_MAE:  0.49661930427



ITERATION 3138 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48582695937
AVG_RMSE_PER_AREA:  1.3373469867
STD_RMSE:  0.0914358083493
CV_RMSE:  0.0822985489674
AVG_MAE:  1.20696522397
AVG_MAE_PER_AREA:  1.08635214562
STD_MAE:  0.0638639380789
CV_MAE:  0.0574819595312



ITERATION 3139 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.1676898802
AVG_RMSE_PER_AREA:  4.13843552338
STD_RMSE:  38.2176912538
CV_RMSE:  2.97476628122
AVG_MAE:  19.8040857028
AVG_MAE_PER_AREA:  1.54149883068
STD_MAE:  6.75305128588
CV_MAE:  0.525640053116



ITERATION 3140 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.48697132427
AVG_RMSE_PER_AREA:  1.33837699423
STD_RMSE:  0.126074767348
CV_RMSE:  0.113476006845
AVG_MAE:  1.21345269699
AVG_MAE_PER_AREA:  1.09219131986
STD_MAE:  0.0988019458594
CV_MAE:  0.0889285819875



ITERATION 3141 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.1579060966
AVG_RMSE_PER_AREA:  4.0598365643
STD_RMSE:  41.3468162669
CV_RMSE:  3.21832928237
AVG_MAE:  19.5785187029
AVG_MAE_PER_AREA:  1.52394127858
STD_MAE:  8.43867720423
CV_MAE:  0.656844816673



ITERATION 3142 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48282770146
AVG_RMSE_PER_AREA:  1.33464744723
STD_RMSE:  0.165506631116
CV_RMSE:  0.148967410375
AVG_MAE:  1.19851619978
AVG_MAE_PER_AREA:  1.07874743973
STD_MAE:  0.109174708429
CV_MAE:  0.0982647854252



ITERATION 3143 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.1876028335
AVG_RMSE_PER_AREA:  3.90647325222
STD_RMSE:  42.402847782
CV_RMSE:  3.3005280453
AVG_MAE:  19.6079477756
AVG_MAE_PER_AREA:  1.52623196152
STD_MAE:  8.97295161731
CV_MAE:  0.698431355704



ITERATION 3144 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47297364341
AVG_RMSE_PER_AREA:  1.32577811372
STD_RMSE:  0.173697247956
CV_RMSE:  0.156339531793
AVG_MAE:  1.20552748411
AVG_MAE_PER_AREA:  1.08505808035
STD_MAE:  0.127054696624
CV_MAE:  0.114358010942



ITERATION 3145 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.3666297817
AVG_RMSE_PER_AREA:  3.68689600307
STD_RMSE:  44.7356380197
CV_RMSE:  3.48210640633
AVG_MAE:  19.3397595518
AVG_MAE_PER_AREA:  1.50535688354
STD_MAE:  10.0309634507
CV_MAE:  0.780784261485



ITERATION 3146 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45878249526
AVG_RMSE_PER_AREA:  1.31300509927
STD_RMSE:  0.184292630537
CV_RMSE:  0.165876108632
AVG_MAE:  1.18849189573
AVG_MAE_PER_AREA:  1.06972487305
STD_MAE:  0.130895644541
CV_MAE:  0.117815129612



ITERATION 3147 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.4775428672
AVG_RMSE_PER_AREA:  3.53985436158
STD_RMSE:  47.0284158115
CV_RMSE:  3.66057030202
AVG_MAE:  19.3998659148
AVG_MAE_PER_AREA:  1.51003540743
STD_MAE:  11.6523068591
CV_MAE:  0.906985440664



ITERATION 3148 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45189915124
AVG_RMSE_PER_AREA:  1.30680961377
STD_RMSE:  0.208669973016
CV_RMSE:  0.187817402201
AVG_MAE:  1.19847883912
AVG_MAE_PER_AREA:  1.07871381254
STD_MAE:  0.141414218966
CV_MAE:  0.127282573801



ITERATION 3149 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.3140202084
AVG_RMSE_PER_AREA:  3.37145135128
STD_RMSE:  48.5972438702
CV_RMSE:  3.78268382215
AVG_MAE:  19.6359263619
AVG_MAE_PER_AREA:  1.52840974234
STD_MAE:  12.35678938
CV_MAE:  0.96182053876



ITERATION 3150 OF 6498
HP:  10
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4349977856
AVG_RMSE_PER_AREA:  1.29159721622
STD_RMSE:  0.2619450081
CV_RMSE:  0.235768616968
AVG_MAE:  1.18952789017
AVG_MAE_PER_AREA:  1.07065733967
STD_MAE:  0.175427523974
CV_MAE:  0.157896899833



ITERATION 3151 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.4011103695
AVG_RMSE_PER_AREA:  4.70146627337
STD_RMSE:  29.8552381331
CV_RMSE:  2.32385455015
AVG_MAE:  20.7470026213
AVG_MAE_PER_AREA:  1.61489304586
STD_MAE:  2.19781448319
CV_MAE:  0.17107219726



ITERATION 3152 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44908086619
AVG_RMSE_PER_AREA:  1.30427296238
STD_RMSE:  0.0216551341897
CV_RMSE:  0.0194911179076
AVG_MAE:  1.17521050168
AVG_MAE_PER_AREA:  1.05777070018
STD_MAE:  0.00959398271879
CV_MAE:  0.00863524773094



ITERATION 3153 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.2519122743
AVG_RMSE_PER_AREA:  4.68985307937
STD_RMSE:  29.5359456527
CV_RMSE:  2.29900164895
AVG_MAE:  20.3396977222
AVG_MAE_PER_AREA:  1.58318948553
STD_MAE:  3.45812521996
CV_MAE:  0.26917152667



ITERATION 3154 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.43605444952
AVG_RMSE_PER_AREA:  1.2925482868
STD_RMSE:  0.0794550097086
CV_RMSE:  0.0715150018932
AVG_MAE:  1.16546199983
AVG_MAE_PER_AREA:  1.04899637455
STD_MAE:  0.0813016103212
CV_MAE:  0.0731770701101



ITERATION 3155 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.0502699265
AVG_RMSE_PER_AREA:  4.36280810171
STD_RMSE:  36.2567240006
CV_RMSE:  2.82212966001
AVG_MAE:  19.9742756122
AVG_MAE_PER_AREA:  1.55474597323
STD_MAE:  4.54975690387
CV_MAE:  0.3541413147



ITERATION 3156 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43509183118
AVG_RMSE_PER_AREA:  1.29168186374
STD_RMSE:  0.103981187719
CV_RMSE:  0.0935902577299
AVG_MAE:  1.15520409505
AVG_MAE_PER_AREA:  1.03976355106
STD_MAE:  0.0688461417005
CV_MAE:  0.0619662872374



ITERATION 3157 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.4301207273
AVG_RMSE_PER_AREA:  4.31453729135
STD_RMSE:  37.3733821163
CV_RMSE:  2.9090474408
AVG_MAE:  19.9586821604
AVG_MAE_PER_AREA:  1.55353221926
STD_MAE:  5.79441900685
CV_MAE:  0.451022594913



ITERATION 3158 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43060425745
AVG_RMSE_PER_AREA:  1.28764273713
STD_RMSE:  0.107731983647
CV_RMSE:  0.0969662333779
AVG_MAE:  1.15592523974
AVG_MAE_PER_AREA:  1.04041263114
STD_MAE:  0.0862494871725
CV_MAE:  0.0776305013499



ITERATION 3159 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.9023325131
AVG_RMSE_PER_AREA:  4.19561820662
STD_RMSE:  39.9790432352
CV_RMSE:  3.11186536575
AVG_MAE:  20.3237363499
AVG_MAE_PER_AREA:  1.58194709358
STD_MAE:  6.59324115681
CV_MAE:  0.513200845834



ITERATION 3160 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42669662481
AVG_RMSE_PER_AREA:  1.2841255976
STD_RMSE:  0.158747196512
CV_RMSE:  0.142883451915
AVG_MAE:  1.16130820695
AVG_MAE_PER_AREA:  1.04525767378
STD_MAE:  0.103309420664
CV_MAE:  0.0929856209381



ITERATION 3161 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.1062725023
AVG_RMSE_PER_AREA:  4.05581753881
STD_RMSE:  42.3536123935
CV_RMSE:  3.29669568995
AVG_MAE:  20.3544042553
AVG_MAE_PER_AREA:  1.58433420405
STD_MAE:  7.62578142533
CV_MAE:  0.593571110861



ITERATION 3162 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42573569435
AVG_RMSE_PER_AREA:  1.28326069375
STD_RMSE:  0.165002592804
CV_RMSE:  0.148513741047
AVG_MAE:  1.16530296
AVG_MAE_PER_AREA:  1.04885322771
STD_MAE:  0.115302405533
CV_MAE:  0.10378013646



ITERATION 3163 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.4401270039
AVG_RMSE_PER_AREA:  3.84829166613
STD_RMSE:  44.5447835123
CV_RMSE:  3.4672507849
AVG_MAE:  19.7524057143
AVG_MAE_PER_AREA:  1.53747619399
STD_MAE:  9.86754753121
CV_MAE:  0.768064388801



ITERATION 3164 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41886144299
AVG_RMSE_PER_AREA:  1.27707339227
STD_RMSE:  0.192168135416
CV_RMSE:  0.172964607499
AVG_MAE:  1.14781911604
AVG_MAE_PER_AREA:  1.0331165594
STD_MAE:  0.121376937461
CV_MAE:  0.109247635161



ITERATION 3165 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.2161245181
AVG_RMSE_PER_AREA:  3.67518106245
STD_RMSE:  47.3792025692
CV_RMSE:  3.68787463634
AVG_MAE:  19.8424083821
AVG_MAE_PER_AREA:  1.54448176896
STD_MAE:  10.8505546359
CV_MAE:  0.844579120417



ITERATION 3166 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41893400889
AVG_RMSE_PER_AREA:  1.2771387066
STD_RMSE:  0.228325360188
CV_RMSE:  0.205508609539
AVG_MAE:  1.15641017067
AVG_MAE_PER_AREA:  1.0408491025
STD_MAE:  0.16019589136
CV_MAE:  0.144187377434



ITERATION 3167 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.6321619461
AVG_RMSE_PER_AREA:  3.47405209628
STD_RMSE:  48.9509835444
CV_RMSE:  3.81021800385
AVG_MAE:  19.7022145558
AVG_MAE_PER_AREA:  1.53356944397
STD_MAE:  12.6101329793
CV_MAE:  0.981540149545



ITERATION 3168 OF 6498
HP:  10
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41019097683
AVG_RMSE_PER_AREA:  1.26926937329
STD_RMSE:  0.283128194652
CV_RMSE:  0.254834949374
AVG_MAE:  1.16484203104
AVG_MAE_PER_AREA:  1.04843835978
STD_MAE:  0.188680377256
CV_MAE:  0.169825384028



ITERATION 3169 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.0021029883
AVG_RMSE_PER_AREA:  4.74824598504
STD_RMSE:  29.3089796603
CV_RMSE:  2.28133520289
AVG_MAE:  21.322825447
AVG_MAE_PER_AREA:  1.6597136059
STD_MAE:  2.32641459709
CV_MAE:  0.18108209765



ITERATION 3170 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46447934324
AVG_RMSE_PER_AREA:  1.31813265631
STD_RMSE:  0.0690830159719
CV_RMSE:  0.0621794904581
AVG_MAE:  1.20269785695
AVG_MAE_PER_AREA:  1.08251122028
STD_MAE:  0.0445360848279
CV_MAE:  0.040085555366



ITERATION 3171 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.226197979
AVG_RMSE_PER_AREA:  4.45433930114
STD_RMSE:  31.9781014768
CV_RMSE:  2.48909274448
AVG_MAE:  20.3003283607
AVG_MAE_PER_AREA:  1.58012507622
STD_MAE:  5.33615776672
CV_MAE:  0.415352724745



ITERATION 3172 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47842739588
AVG_RMSE_PER_AREA:  1.33068686799
STD_RMSE:  0.0770278440729
CV_RMSE:  0.069330385018
AVG_MAE:  1.19227766202
AVG_MAE_PER_AREA:  1.07313232444
STD_MAE:  0.0676917431811
CV_MAE:  0.0609272487602



ITERATION 3173 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.7302643601
AVG_RMSE_PER_AREA:  4.18222486644
STD_RMSE:  37.6390795726
CV_RMSE:  2.92972864387
AVG_MAE:  18.4171345798
AVG_MAE_PER_AREA:  1.43354214102
STD_MAE:  6.02374585739
CV_MAE:  0.46887280407



ITERATION 3174 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4872006065
AVG_RMSE_PER_AREA:  1.33858336409
STD_RMSE:  0.0836861845746
CV_RMSE:  0.0753233517967
AVG_MAE:  1.20433042917
AVG_MAE_PER_AREA:  1.08398064815
STD_MAE:  0.0676704815186
CV_MAE:  0.0609081117939



ITERATION 3175 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.9332200318
AVG_RMSE_PER_AREA:  4.12018499657
STD_RMSE:  36.9209563365
CV_RMSE:  2.87383178777
AVG_MAE:  19.3801799086
AVG_MAE_PER_AREA:  1.50850309961
STD_MAE:  7.0289473417
CV_MAE:  0.547115088814



ITERATION 3176 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45999588886
AVG_RMSE_PER_AREA:  1.3140972374
STD_RMSE:  0.138737867514
CV_RMSE:  0.124873672464
AVG_MAE:  1.17212427219
AVG_MAE_PER_AREA:  1.05499288027
STD_MAE:  0.101354944234
CV_MAE:  0.091226457027



ITERATION 3177 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.5090384548
AVG_RMSE_PER_AREA:  3.93149296996
STD_RMSE:  41.6612697997
CV_RMSE:  3.24280553239
AVG_MAE:  18.4836490573
AVG_MAE_PER_AREA:  1.43871945599
STD_MAE:  7.31795015054
CV_MAE:  0.569610320282



ITERATION 3178 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48353901315
AVG_RMSE_PER_AREA:  1.33528767693
STD_RMSE:  0.132452105658
CV_RMSE:  0.119216052224
AVG_MAE:  1.20428490941
AVG_MAE_PER_AREA:  1.08393967722
STD_MAE:  0.097618890553
CV_MAE:  0.0878637504208



ITERATION 3179 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.5378551256
AVG_RMSE_PER_AREA:  3.85589857046
STD_RMSE:  42.9084815557
CV_RMSE:  3.33988527101
AVG_MAE:  18.1944139265
AVG_MAE_PER_AREA:  1.41620614118
STD_MAE:  7.80830956936
CV_MAE:  0.607778629694



ITERATION 3180 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43979091744
AVG_RMSE_PER_AREA:  1.29591136625
STD_RMSE:  0.186833127591
CV_RMSE:  0.168162731619
AVG_MAE:  1.16985791605
AVG_MAE_PER_AREA:  1.05295300306
STD_MAE:  0.139984513659
CV_MAE:  0.125995740181



ITERATION 3181 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.6004137936
AVG_RMSE_PER_AREA:  3.70509314613
STD_RMSE:  43.1500299311
CV_RMSE:  3.35868677206
AVG_MAE:  18.9350010644
AVG_MAE_PER_AREA:  1.47385152932
STD_MAE:  8.8268949392
CV_MAE:  0.687062681486



ITERATION 3182 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43911846183
AVG_RMSE_PER_AREA:  1.29530610971
STD_RMSE:  0.216765334445
CV_RMSE:  0.195103787163
AVG_MAE:  1.16737196448
AVG_MAE_PER_AREA:  1.05071547478
STD_MAE:  0.153764129566
CV_MAE:  0.138398347157



ITERATION 3183 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.3274301261
AVG_RMSE_PER_AREA:  3.45033255926
STD_RMSE:  46.7662054274
CV_RMSE:  3.64016052363
AVG_MAE:  19.0271321359
AVG_MAE_PER_AREA:  1.48102277373
STD_MAE:  10.9867248371
CV_MAE:  0.855178256833



ITERATION 3184 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41898513887
AVG_RMSE_PER_AREA:  1.27718472712
STD_RMSE:  0.22899599966
CV_RMSE:  0.206112231429
AVG_MAE:  1.16151987479
AVG_MAE_PER_AREA:  1.04544818948
STD_MAE:  0.150755377474
CV_MAE:  0.135690262263



ITERATION 3185 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.4245914203
AVG_RMSE_PER_AREA:  3.30222051389
STD_RMSE:  49.7081782907
CV_RMSE:  3.86915608529
AVG_MAE:  17.9010624678
AVG_MAE_PER_AREA:  1.39337242204
STD_MAE:  11.839229735
CV_MAE:  0.921535034061



ITERATION 3186 OF 6498
HP:  10
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4480960807
AVG_RMSE_PER_AREA:  1.30338658736
STD_RMSE:  0.281052514014
CV_RMSE:  0.252966693297
AVG_MAE:  1.17808460122
AVG_MAE_PER_AREA:  1.06035758847
STD_MAE:  0.175252611176
CV_MAE:  0.157739466221



ITERATION 3187 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.9010087167
AVG_RMSE_PER_AREA:  4.42902740969
STD_RMSE:  32.4289603206
CV_RMSE:  2.52418643126
AVG_MAE:  17.9657846261
AVG_MAE_PER_AREA:  1.39841022752
STD_MAE:  2.03760079493
CV_MAE:  0.158601577973



ITERATION 3188 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41191487775
AVG_RMSE_PER_AREA:  1.2708210033
STD_RMSE:  0.0718589727017
CV_RMSE:  0.0646780434319
AVG_MAE:  1.13042016719
AVG_MAE_PER_AREA:  1.01745630254
STD_MAE:  0.0366599063277
CV_MAE:  0.032996450193



ITERATION 3189 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  62.708878745
AVG_RMSE_PER_AREA:  4.88109699734
STD_RMSE:  29.6215294546
CV_RMSE:  2.30566327083
AVG_MAE:  22.035911053
AVG_MAE_PER_AREA:  1.7152183459
STD_MAE:  3.52213054987
CV_MAE:  0.274153536074



ITERATION 3190 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.41667702314
AVG_RMSE_PER_AREA:  1.27510726339
STD_RMSE:  0.0797891908224
CV_RMSE:  0.0718157879995
AVG_MAE:  1.12819559886
AVG_MAE_PER_AREA:  1.01545403725
STD_MAE:  0.0389632761048
CV_MAE:  0.0350696422368



ITERATION 3191 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.6358073542
AVG_RMSE_PER_AREA:  4.48622223593
STD_RMSE:  34.8928443197
CV_RMSE:  2.71596879176
AVG_MAE:  19.3591624266
AVG_MAE_PER_AREA:  1.50686715315
STD_MAE:  4.82006587747
CV_MAE:  0.375181466362



ITERATION 3192 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46161716224
AVG_RMSE_PER_AREA:  1.31555649553
STD_RMSE:  0.0816080058259
CV_RMSE:  0.0734528472471
AVG_MAE:  1.14161552054
AVG_MAE_PER_AREA:  1.02753289455
STD_MAE:  0.0475730340667
CV_MAE:  0.0428190196417



ITERATION 3193 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.0819244299
AVG_RMSE_PER_AREA:  4.20959717712
STD_RMSE:  39.4380437494
CV_RMSE:  3.06975536445
AVG_MAE:  19.3218603885
AVG_MAE_PER_AREA:  1.50396365894
STD_MAE:  10.2060521054
CV_MAE:  0.794412709706



ITERATION 3194 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45941839477
AVG_RMSE_PER_AREA:  1.3135774528
STD_RMSE:  0.1214156467
CV_RMSE:  0.109282476152
AVG_MAE:  1.15652563168
AVG_MAE_PER_AREA:  1.04095302539
STD_MAE:  0.0904841214298
CV_MAE:  0.0814419649446



ITERATION 3195 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  49.9935240822
AVG_RMSE_PER_AREA:  3.89136666399
STD_RMSE:  41.7963013076
CV_RMSE:  3.25331603587
AVG_MAE:  17.3449606335
AVG_MAE_PER_AREA:  1.35008689298
STD_MAE:  7.16221682592
CV_MAE:  0.557488440918



ITERATION 3196 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4245411813
AVG_RMSE_PER_AREA:  1.28218554942
STD_RMSE:  0.157668013007
CV_RMSE:  0.14191211215
AVG_MAE:  1.12781609157
AVG_MAE_PER_AREA:  1.01511245446
STD_MAE:  0.10132344859
CV_MAE:  0.0911981087699



ITERATION 3197 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.8073045798
AVG_RMSE_PER_AREA:  4.11038406332
STD_RMSE:  41.551597229
CV_RMSE:  3.23426890303
AVG_MAE:  19.2785531915
AVG_MAE_PER_AREA:  1.50059273869
STD_MAE:  8.95292710001
CV_MAE:  0.696872699047



ITERATION 3198 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4495993042
AVG_RMSE_PER_AREA:  1.30473959244
STD_RMSE:  0.0997484217555
CV_RMSE:  0.0897804757291
AVG_MAE:  1.1385366677
AVG_MAE_PER_AREA:  1.02476171414
STD_MAE:  0.0770363244212
CV_MAE:  0.0693380179177



ITERATION 3199 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.7945723819
AVG_RMSE_PER_AREA:  3.72020594868
STD_RMSE:  45.1260225374
CV_RMSE:  3.51249292791
AVG_MAE:  17.2767612885
AVG_MAE_PER_AREA:  1.34477843229
STD_MAE:  8.87588763297
CV_MAE:  0.690876146106



ITERATION 3200 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44275930708
AVG_RMSE_PER_AREA:  1.29858312215
STD_RMSE:  0.176972124296
CV_RMSE:  0.159287146909
AVG_MAE:  1.14216376311
AVG_MAE_PER_AREA:  1.02802635077
STD_MAE:  0.116611410944
CV_MAE:  0.104958331828



ITERATION 3201 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.2442115388
AVG_RMSE_PER_AREA:  3.67736728353
STD_RMSE:  47.6304744938
CV_RMSE:  3.70743299332
AVG_MAE:  18.6499435394
AVG_MAE_PER_AREA:  1.45166338854
STD_MAE:  10.1288931838
CV_MAE:  0.788406858731



ITERATION 3202 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43665356851
AVG_RMSE_PER_AREA:  1.29308753531
STD_RMSE:  0.226165591631
CV_RMSE:  0.203564668521
AVG_MAE:  1.15206153376
AVG_MAE_PER_AREA:  1.03693502865
STD_MAE:  0.156681332863
CV_MAE:  0.141024031806



ITERATION 3203 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.4741823061
AVG_RMSE_PER_AREA:  3.5395927842
STD_RMSE:  49.2251697869
CV_RMSE:  3.8315599521
AVG_MAE:  19.399487369
AVG_MAE_PER_AREA:  1.51000594241
STD_MAE:  12.6608695
CV_MAE:  0.985489349149



ITERATION 3204 OF 6498
HP:  10
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4393396784
AVG_RMSE_PER_AREA:  1.29550521992
STD_RMSE:  0.289703654657
CV_RMSE:  0.260753317975
AVG_MAE:  1.15545890496
AVG_MAE_PER_AREA:  1.0399928976
STD_MAE:  0.196064403095
CV_MAE:  0.176471517781



ITERATION 3205 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.7594738381
AVG_RMSE_PER_AREA:  4.26233587135
STD_RMSE:  34.4478533529
CV_RMSE:  2.68133184535
AVG_MAE:  12.8711987386
AVG_MAE_PER_AREA:  1.00186083331
STD_MAE:  4.17505461492
CV_MAE:  0.324975457263



ITERATION 3206 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.67578870576
AVG_RMSE_PER_AREA:  1.50832569154
STD_RMSE:  0.117129997809
CV_RMSE:  0.10542509586
AVG_MAE:  1.1045488211
AVG_MAE_PER_AREA:  0.994170302437
STD_MAE:  0.0361689386829
CV_MAE:  0.0325545453694



ITERATION 3207 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.668421389
AVG_RMSE_PER_AREA:  4.25524858411
STD_RMSE:  34.1009074899
CV_RMSE:  2.65432647635
AVG_MAE:  13.1382045556
AVG_MAE_PER_AREA:  1.0226438758
STD_MAE:  4.55027659183
CV_MAE:  0.354181765867



ITERATION 3208 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.68883340653
AVG_RMSE_PER_AREA:  1.52006682409
STD_RMSE:  0.122864416211
CV_RMSE:  0.110586468873
AVG_MAE:  1.11029268136
AVG_MAE_PER_AREA:  0.999340173775
STD_MAE:  0.0874537259636
CV_MAE:  0.0787143995174



ITERATION 3209 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.3078770142
AVG_RMSE_PER_AREA:  3.99367249815
STD_RMSE:  39.4636982113
CV_RMSE:  3.07175224144
AVG_MAE:  12.9039891575
AVG_MAE_PER_AREA:  1.00441315473
STD_MAE:  6.00028338657
CV_MAE:  0.467046545999



ITERATION 3210 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.70189550016
AVG_RMSE_PER_AREA:  1.5318236114
STD_RMSE:  0.161974651065
CV_RMSE:  0.145788384144
AVG_MAE:  1.11052324828
AVG_MAE_PER_AREA:  0.99954769994
STD_MAE:  0.124436871473
CV_MAE:  0.112001787321



ITERATION 3211 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.7957815773
AVG_RMSE_PER_AREA:  3.95381231328
STD_RMSE:  39.826325804
CV_RMSE:  3.09997823574
AVG_MAE:  12.8588512469
AVG_MAE_PER_AREA:  1.00089973647
STD_MAE:  5.82737521161
CV_MAE:  0.453587820688



ITERATION 3212 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.68546680224
AVG_RMSE_PER_AREA:  1.51703664747
STD_RMSE:  0.141044618788
CV_RMSE:  0.126949908088
AVG_MAE:  1.09657850171
AVG_MAE_PER_AREA:  0.986996463956
STD_MAE:  0.135642414072
CV_MAE:  0.12208755036



ITERATION 3213 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.7412998054
AVG_RMSE_PER_AREA:  3.71605934905
STD_RMSE:  43.5465168374
CV_RMSE:  3.38954828779
AVG_MAE:  12.9080392534
AVG_MAE_PER_AREA:  1.00472840373
STD_MAE:  7.98400928622
CV_MAE:  0.62145464141



ITERATION 3214 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.67001549935
AVG_RMSE_PER_AREA:  1.50312940664
STD_RMSE:  0.188062063588
CV_RMSE:  0.169268858979
AVG_MAE:  1.10140255617
AVG_MAE_PER_AREA:  0.991338446478
STD_MAE:  0.189041641751
CV_MAE:  0.170150547049



ITERATION 3215 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.1413586436
AVG_RMSE_PER_AREA:  3.66936148007
STD_RMSE:  44.4419706011
CV_RMSE:  3.4592480937
AVG_MAE:  12.931934236
AVG_MAE_PER_AREA:  1.0065883274
STD_MAE:  7.76800593984
CV_MAE:  0.604641499371



ITERATION 3216 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.66707303551
AVG_RMSE_PER_AREA:  1.50048098575
STD_RMSE:  0.213960212459
CV_RMSE:  0.192578983443
AVG_MAE:  1.1082195701
AVG_MAE_PER_AREA:  0.997474230319
STD_MAE:  0.149688148341
CV_MAE:  0.13472968226



ITERATION 3217 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.8661842967
AVG_RMSE_PER_AREA:  3.41443037637
STD_RMSE:  47.1745582298
CV_RMSE:  3.67194565004
AVG_MAE:  12.8660180952
AVG_MAE_PER_AREA:  1.00145758542
STD_MAE:  8.94201857425
CV_MAE:  0.696023607604



ITERATION 3218 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.69153347382
AVG_RMSE_PER_AREA:  1.52249707131
STD_RMSE:  0.205090592209
CV_RMSE:  0.184595712012
AVG_MAE:  1.10109253528
AVG_MAE_PER_AREA:  0.991059406251
STD_MAE:  0.16087634349
CV_MAE:  0.144799831395



ITERATION 3219 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.2716435075
AVG_RMSE_PER_AREA:  3.21247802913
STD_RMSE:  49.8471440553
CV_RMSE:  3.87997282113
AVG_MAE:  12.9124117238
AVG_MAE_PER_AREA:  1.00506874552
STD_MAE:  11.0161220235
CV_MAE:  0.857466457817



ITERATION 3220 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.68374902815
AVG_RMSE_PER_AREA:  1.51549053203
STD_RMSE:  0.32014937573
CV_RMSE:  0.288156571819
AVG_MAE:  1.11153677772
AVG_MAE_PER_AREA:  1.00045994651
STD_MAE:  0.26225314301
CV_MAE:  0.23604595969



ITERATION 3221 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  38.0236749643
AVG_RMSE_PER_AREA:  2.95966455485
STD_RMSE:  51.7515553176
CV_RMSE:  4.02820727023
AVG_MAE:  12.8542368964
AVG_MAE_PER_AREA:  1.00054056736
STD_MAE:  12.5583256175
CV_MAE:  0.977507598444



ITERATION 3222 OF 6498
HP:  10
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.64460001539
AVG_RMSE_PER_AREA:  1.48025371396
STD_RMSE:  0.363804337919
CV_RMSE:  0.327449055893
AVG_MAE:  1.10587435862
AVG_MAE_PER_AREA:  0.995363377848
STD_MAE:  0.25731200523
CV_MAE:  0.231598594081



ITERATION 3223 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.2408380833
AVG_RMSE_PER_AREA:  4.37764143436
STD_RMSE:  31.7933149388
CV_RMSE:  2.47470943811
AVG_MAE:  19.4039869942
AVG_MAE_PER_AREA:  1.5103561816
STD_MAE:  3.81835313093
CV_MAE:  0.297210735946



ITERATION 3224 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46538054535
AVG_RMSE_PER_AREA:  1.31894380051
STD_RMSE:  0.027943432907
CV_RMSE:  0.0251510214972
AVG_MAE:  1.19190504097
AVG_MAE_PER_AREA:  1.07279693973
STD_MAE:  0.0249523124149
CV_MAE:  0.022458806262



ITERATION 3225 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.8070894268
AVG_RMSE_PER_AREA:  4.57739180428
STD_RMSE:  31.8220219982
CV_RMSE:  2.47694392139
AVG_MAE:  20.326979873
AVG_MAE_PER_AREA:  1.58219956103
STD_MAE:  5.36286253478
CV_MAE:  0.41743135485



ITERATION 3226 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46259797118
AVG_RMSE_PER_AREA:  1.31643929138
STD_RMSE:  0.106519223767
CV_RMSE:  0.0958746656414
AVG_MAE:  1.1952213472
AVG_MAE_PER_AREA:  1.07578184461
STD_MAE:  0.103604594084
CV_MAE:  0.0932512974227



ITERATION 3227 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.7463614636
AVG_RMSE_PER_AREA:  4.26131523802
STD_RMSE:  37.7684333526
CV_RMSE:  2.93979720769
AVG_MAE:  19.7173664251
AVG_MAE_PER_AREA:  1.53474882631
STD_MAE:  6.77712459273
CV_MAE:  0.527513857083



ITERATION 3228 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45744850295
AVG_RMSE_PER_AREA:  1.31180441397
STD_RMSE:  0.11051560022
CV_RMSE:  0.0994716807403
AVG_MAE:  1.18254990421
AVG_MAE_PER_AREA:  1.06437666987
STD_MAE:  0.0781153373173
CV_MAE:  0.0703092041223



ITERATION 3229 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.2304412337
AVG_RMSE_PER_AREA:  4.1433199265
STD_RMSE:  38.3534807031
CV_RMSE:  2.98533578089
AVG_MAE:  19.8407241715
AVG_MAE_PER_AREA:  1.54435067437
STD_MAE:  7.50284900751
CV_MAE:  0.584002369281



ITERATION 3230 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45353701193
AVG_RMSE_PER_AREA:  1.30828380163
STD_RMSE:  0.122399021585
CV_RMSE:  0.110167581534
AVG_MAE:  1.18318107873
AVG_MAE_PER_AREA:  1.06494477058
STD_MAE:  0.0922434918199
CV_MAE:  0.0830255199305



ITERATION 3231 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.1228557228
AVG_RMSE_PER_AREA:  4.13494574848
STD_RMSE:  40.4894000916
CV_RMSE:  3.15159022401
AVG_MAE:  20.1006857843
AVG_MAE_PER_AREA:  1.56458541422
STD_MAE:  7.44277497031
CV_MAE:  0.579326361537



ITERATION 3232 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44735205737
AVG_RMSE_PER_AREA:  1.30271691492
STD_RMSE:  0.142397298759
CV_RMSE:  0.12816741358
AVG_MAE:  1.17230998854
AVG_MAE_PER_AREA:  1.05516003783
STD_MAE:  0.0959650736075
CV_MAE:  0.0863752008324



ITERATION 3233 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.0284266237
AVG_RMSE_PER_AREA:  3.89408338758
STD_RMSE:  42.7881778687
CV_RMSE:  3.33052114304
AVG_MAE:  19.9783984526
AVG_MAE_PER_AREA:  1.55506688447
STD_MAE:  9.82411033556
CV_MAE:  0.764683349792



ITERATION 3234 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45258399505
AVG_RMSE_PER_AREA:  1.30742602055
STD_RMSE:  0.159993593392
CV_RMSE:  0.144005295277
AVG_MAE:  1.183885964
AVG_MAE_PER_AREA:  1.06557921605
STD_MAE:  0.109717937837
CV_MAE:  0.0987537294494



ITERATION 3235 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.7384305013
AVG_RMSE_PER_AREA:  3.71583600984
STD_RMSE:  44.9142735986
CV_RMSE:  3.49601093796
AVG_MAE:  19.9306145098
AVG_MAE_PER_AREA:  1.5513475059
STD_MAE:  11.3469560437
CV_MAE:  0.883217722626



ITERATION 3236 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44388168492
AVG_RMSE_PER_AREA:  1.2995933398
STD_RMSE:  0.197719614226
CV_RMSE:  0.177961322232
AVG_MAE:  1.18153931164
AVG_MAE_PER_AREA:  1.06346706669
STD_MAE:  0.139491806123
CV_MAE:  0.125552269336



ITERATION 3237 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.1645192724
AVG_RMSE_PER_AREA:  3.51548941424
STD_RMSE:  47.6595644153
CV_RMSE:  3.7096972776
AVG_MAE:  19.8325037594
AVG_MAE_PER_AREA:  1.54371081874
STD_MAE:  12.6686468352
CV_MAE:  0.986094716809



ITERATION 3238 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43561425615
AVG_RMSE_PER_AREA:  1.29215208233
STD_RMSE:  0.236411216161
CV_RMSE:  0.212786438934
AVG_MAE:  1.1796185547
AVG_MAE_PER_AREA:  1.06173825266
STD_MAE:  0.177187846111
CV_MAE:  0.159481311456



ITERATION 3239 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.9730073651
AVG_RMSE_PER_AREA:  3.42274520785
STD_RMSE:  48.2957135596
CV_RMSE:  3.75921348233
AVG_MAE:  19.8007040729
AVG_MAE_PER_AREA:  1.54123561335
STD_MAE:  13.0154202515
CV_MAE:  1.013086663



ITERATION 3240 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42816004705
AVG_RMSE_PER_AREA:  1.28544277879
STD_RMSE:  0.248266676018
CV_RMSE:  0.223457172437
AVG_MAE:  1.17369571416
AVG_MAE_PER_AREA:  1.05640728669
STD_MAE:  0.169576744932
CV_MAE:  0.152630794198



ITERATION 3241 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  64.9663347961
AVG_RMSE_PER_AREA:  5.05681154005
STD_RMSE:  26.5863012287
CV_RMSE:  2.06940895284
AVG_MAE:  21.6046951091
AVG_MAE_PER_AREA:  1.68165361167
STD_MAE:  1.14736778224
CV_MAE:  0.0893081418263



ITERATION 3242 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45095378891
AVG_RMSE_PER_AREA:  1.30595872232
STD_RMSE:  0.0454072478681
CV_RMSE:  0.0408696623304
AVG_MAE:  1.17802488154
AVG_MAE_PER_AREA:  1.06030383663
STD_MAE:  0.0234341781929
CV_MAE:  0.0210923805054



ITERATION 3243 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.498849028
AVG_RMSE_PER_AREA:  4.70907399786
STD_RMSE:  25.0979396498
CV_RMSE:  1.95355873548
AVG_MAE:  21.659459578
AVG_MAE_PER_AREA:  1.68591633635
STD_MAE:  3.32110265773
CV_MAE:  0.258506044677



ITERATION 3244 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45851629186
AVG_RMSE_PER_AREA:  1.31276549781
STD_RMSE:  0.106573768082
CV_RMSE:  0.095923759296
AVG_MAE:  1.19614004237
AVG_MAE_PER_AREA:  1.07660873378
STD_MAE:  0.0878587243721
CV_MAE:  0.0790789260848



ITERATION 3245 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.6503598267
AVG_RMSE_PER_AREA:  4.33168013345
STD_RMSE:  32.1669090738
CV_RMSE:  2.5037890397
AVG_MAE:  20.7961917279
AVG_MAE_PER_AREA:  1.61872179874
STD_MAE:  5.52426628699
CV_MAE:  0.429994605637



ITERATION 3246 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43393069953
AVG_RMSE_PER_AREA:  1.29063676498
STD_RMSE:  0.12756764834
CV_RMSE:  0.114819702949
AVG_MAE:  1.18387302344
AVG_MAE_PER_AREA:  1.06556756866
STD_MAE:  0.110405897019
CV_MAE:  0.0993729402756



ITERATION 3247 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.360032602
AVG_RMSE_PER_AREA:  4.30908181288
STD_RMSE:  32.8428986575
CV_RMSE:  2.55640632123
AVG_MAE:  20.9782899106
AVG_MAE_PER_AREA:  1.6328958505
STD_MAE:  5.72779511471
CV_MAE:  0.445836763395



ITERATION 3248 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43515487556
AVG_RMSE_PER_AREA:  1.29173860804
STD_RMSE:  0.14971703025
CV_RMSE:  0.134755677975
AVG_MAE:  1.17215485658
AVG_MAE_PER_AREA:  1.05502040834
STD_MAE:  0.120686290924
CV_MAE:  0.108626005529



ITERATION 3249 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.9434379606
AVG_RMSE_PER_AREA:  4.27665516303
STD_RMSE:  35.374111141
CV_RMSE:  2.75342935689
AVG_MAE:  21.4914578808
AVG_MAE_PER_AREA:  1.67283951858
STD_MAE:  6.87945685478
CV_MAE:  0.535479135797



ITERATION 3250 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43340957734
AVG_RMSE_PER_AREA:  1.29016771898
STD_RMSE:  0.16814491313
CV_RMSE:  0.151342046587
AVG_MAE:  1.17117259701
AVG_MAE_PER_AREA:  1.05413630681
STD_MAE:  0.127198634306
CV_MAE:  0.114487564806



ITERATION 3251 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.6993381292
AVG_RMSE_PER_AREA:  4.17981764859
STD_RMSE:  35.9218322465
CV_RMSE:  2.79606255169
AVG_MAE:  21.067212766
AVG_MAE_PER_AREA:  1.63981737566
STD_MAE:  7.21000506035
CV_MAE:  0.561208153537



ITERATION 3252 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43662793885
AVG_RMSE_PER_AREA:  1.29306446685
STD_RMSE:  0.155204386341
CV_RMSE:  0.139694677827
AVG_MAE:  1.18135479678
AVG_MAE_PER_AREA:  1.06330099056
STD_MAE:  0.113957272056
CV_MAE:  0.102569423334



ITERATION 3253 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.7329638612
AVG_RMSE_PER_AREA:  4.02676015933
STD_RMSE:  38.4880793516
CV_RMSE:  2.99581259171
AVG_MAE:  21.2453257143
AVG_MAE_PER_AREA:  1.65368122707
STD_MAE:  8.56619840973
CV_MAE:  0.666770737624



ITERATION 3254 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43170663844
AVG_RMSE_PER_AREA:  1.28863495624
STD_RMSE:  0.183960611506
CV_RMSE:  0.16557726855
AVG_MAE:  1.17593892133
AVG_MAE_PER_AREA:  1.05842632823
STD_MAE:  0.129058360137
CV_MAE:  0.116161446627



ITERATION 3255 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.2049652902
AVG_RMSE_PER_AREA:  3.82998728631
STD_RMSE:  40.8744410121
CV_RMSE:  3.1815608138
AVG_MAE:  20.6835795043
AVG_MAE_PER_AREA:  1.6099563544
STD_MAE:  9.69099383982
CV_MAE:  0.754321905916



ITERATION 3256 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41807443205
AVG_RMSE_PER_AREA:  1.27636502802
STD_RMSE:  0.233137978694
CV_RMSE:  0.209840298916
AVG_MAE:  1.17419812773
AVG_MAE_PER_AREA:  1.05685949364
STD_MAE:  0.176380687589
CV_MAE:  0.158754812983



ITERATION 3257 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  48.2293735652
AVG_RMSE_PER_AREA:  3.75404974867
STD_RMSE:  42.399046091
CV_RMSE:  3.3002321315
AVG_MAE:  21.1215049837
AVG_MAE_PER_AREA:  1.64404334152
STD_MAE:  11.6175395164
CV_MAE:  0.904279240591



ITERATION 3258 OF 6498
HP:  10
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41783826558
AVG_RMSE_PER_AREA:  1.27615246187
STD_RMSE:  0.247768454039
CV_RMSE:  0.223008738212
AVG_MAE:  1.1735729463
AVG_MAE_PER_AREA:  1.05629678713
STD_MAE:  0.177797962283
CV_MAE:  0.160030458191



ITERATION 3259 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.5871234048
AVG_RMSE_PER_AREA:  4.32675797386
STD_RMSE:  32.0126520194
CV_RMSE:  2.49178206939
AVG_MAE:  19.0578291549
AVG_MAE_PER_AREA:  1.48341215033
STD_MAE:  3.78507150929
CV_MAE:  0.294620180562



ITERATION 3260 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46350497685
AVG_RMSE_PER_AREA:  1.31725565919
STD_RMSE:  0.0284451988475
CV_RMSE:  0.0256026455335
AVG_MAE:  1.19747452534
AVG_MAE_PER_AREA:  1.07780986071
STD_MAE:  0.0364649154865
CV_MAE:  0.0328209449551



ITERATION 3261 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.3145318211
AVG_RMSE_PER_AREA:  4.61688980834
STD_RMSE:  31.7460501969
CV_RMSE:  2.47103047279
AVG_MAE:  20.8107996079
AVG_MAE_PER_AREA:  1.61985883835
STD_MAE:  5.57542581568
CV_MAE:  0.433976731086



ITERATION 3262 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.49708618136
AVG_RMSE_PER_AREA:  1.34748106491
STD_RMSE:  0.117961393342
CV_RMSE:  0.106173409318
AVG_MAE:  1.22407940655
AVG_MAE_PER_AREA:  1.10175609314
STD_MAE:  0.112529435654
CV_MAE:  0.101284271858



ITERATION 3263 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.8560005685
AVG_RMSE_PER_AREA:  4.26984926249
STD_RMSE:  37.8765739047
CV_RMSE:  2.94821458868
AVG_MAE:  19.7837030994
AVG_MAE_PER_AREA:  1.53991230153
STD_MAE:  6.90867025889
CV_MAE:  0.537753031646



ITERATION 3264 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47364114314
AVG_RMSE_PER_AREA:  1.32637890963
STD_RMSE:  0.114503593102
CV_RMSE:  0.103061150046
AVG_MAE:  1.19767850609
AVG_MAE_PER_AREA:  1.07799345749
STD_MAE:  0.0819388902137
CV_MAE:  0.073750666072



ITERATION 3265 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.300165863
AVG_RMSE_PER_AREA:  4.14874711139
STD_RMSE:  38.457611671
CV_RMSE:  2.99344106623
AVG_MAE:  19.8367190294
AVG_MAE_PER_AREA:  1.54403892446
STD_MAE:  7.37844029978
CV_MAE:  0.574318717111



ITERATION 3266 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47457622856
AVG_RMSE_PER_AREA:  1.32722055115
STD_RMSE:  0.114738532773
CV_RMSE:  0.103272611993
AVG_MAE:  1.19751914947
AVG_MAE_PER_AREA:  1.07785002551
STD_MAE:  0.0793300918928
CV_MAE:  0.0714025672228



ITERATION 3267 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.1915332239
AVG_RMSE_PER_AREA:  4.14029142761
STD_RMSE:  40.4934540481
CV_RMSE:  3.1519057735
AVG_MAE:  20.1095125189
AVG_MAE_PER_AREA:  1.56527246441
STD_MAE:  7.39706481974
CV_MAE:  0.575768401593



ITERATION 3268 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46220764678
AVG_RMSE_PER_AREA:  1.31608797244
STD_RMSE:  0.137229592731
CV_RMSE:  0.123516120884
AVG_MAE:  1.18560652112
AVG_MAE_PER_AREA:  1.06712783642
STD_MAE:  0.0908598883936
CV_MAE:  0.0817801811908



ITERATION 3269 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.1052415355
AVG_RMSE_PER_AREA:  3.90006246172
STD_RMSE:  42.8892701151
CV_RMSE:  3.33838990214
AVG_MAE:  19.8954680851
AVG_MAE_PER_AREA:  1.54861179907
STD_MAE:  9.8582633434
CV_MAE:  0.767341731625



ITERATION 3270 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46561762219
AVG_RMSE_PER_AREA:  1.31915718606
STD_RMSE:  0.177196254534
CV_RMSE:  0.159488879619
AVG_MAE:  1.1946680582
AVG_MAE_PER_AREA:  1.07528384626
STD_MAE:  0.13221648139
CV_MAE:  0.119003974093



ITERATION 3271 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.9270231597
AVG_RMSE_PER_AREA:  3.73051557479
STD_RMSE:  44.9710380607
CV_RMSE:  3.50042933693
AVG_MAE:  20.0291111485
AVG_MAE_PER_AREA:  1.55901422961
STD_MAE:  11.2844404515
CV_MAE:  0.878351670554



ITERATION 3272 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46523116578
AVG_RMSE_PER_AREA:  1.31880934857
STD_RMSE:  0.204256599361
CV_RMSE:  0.183845060791
AVG_MAE:  1.20188781106
AVG_MAE_PER_AREA:  1.08178212297
STD_MAE:  0.143815470373
CV_MAE:  0.129443866079



ITERATION 3273 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.0437549432
AVG_RMSE_PER_AREA:  3.50608943107
STD_RMSE:  47.4055960708
CV_RMSE:  3.68992903826
AVG_MAE:  19.7426778752
AVG_MAE_PER_AREA:  1.53671900415
STD_MAE:  12.6704842314
CV_MAE:  0.986237734985



ITERATION 3274 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44742912535
AVG_RMSE_PER_AREA:  1.30278628143
STD_RMSE:  0.234705020181
CV_RMSE:  0.211250744593
AVG_MAE:  1.18914307559
AVG_MAE_PER_AREA:  1.07031097994
STD_MAE:  0.176261458532
CV_MAE:  0.158647498589



ITERATION 3275 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.0173646418
AVG_RMSE_PER_AREA:  3.42619786359
STD_RMSE:  48.3859171499
CV_RMSE:  3.76623469659
AVG_MAE:  19.6534881423
AVG_MAE_PER_AREA:  1.52977670592
STD_MAE:  13.0023739974
CV_MAE:  1.01207117632



ITERATION 3276 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4404259406
AVG_RMSE_PER_AREA:  1.296482931
STD_RMSE:  0.25919308347
CV_RMSE:  0.233291694545
AVG_MAE:  1.18381468224
AVG_MAE_PER_AREA:  1.06551505754
STD_MAE:  0.175595180197
CV_MAE:  0.158047802024



ITERATION 3277 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.8033425632
AVG_RMSE_PER_AREA:  4.81061240207
STD_RMSE:  28.4209128061
CV_RMSE:  2.21221037492
AVG_MAE:  21.7816704306
AVG_MAE_PER_AREA:  1.69542891316
STD_MAE:  2.02077522107
CV_MAE:  0.157291918804



ITERATION 3278 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4453846855
AVG_RMSE_PER_AREA:  1.30094614423
STD_RMSE:  0.0507455690956
CV_RMSE:  0.0456745205023
AVG_MAE:  1.17721977921
AVG_MAE_PER_AREA:  1.05957918887
STD_MAE:  0.0370894349832
CV_MAE:  0.0333830556786



ITERATION 3279 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.372661014
AVG_RMSE_PER_AREA:  4.54357701978
STD_RMSE:  29.1837459906
CV_RMSE:  2.27158733781
AVG_MAE:  20.9898424571
AVG_MAE_PER_AREA:  1.63379507084
STD_MAE:  3.09338769326
CV_MAE:  0.240781300565



ITERATION 3280 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46156829014
AVG_RMSE_PER_AREA:  1.31551250727
STD_RMSE:  0.112973703335
CV_RMSE:  0.101684143486
AVG_MAE:  1.20038320691
AVG_MAE_PER_AREA:  1.08042787522
STD_MAE:  0.114705507008
CV_MAE:  0.10324288652



ITERATION 3281 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.5878038052
AVG_RMSE_PER_AREA:  4.24897351982
STD_RMSE:  34.7142869857
CV_RMSE:  2.70207035051
AVG_MAE:  20.1460110277
AVG_MAE_PER_AREA:  1.56811341398
STD_MAE:  4.79888166544
CV_MAE:  0.373532542067



ITERATION 3282 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4502522857
AVG_RMSE_PER_AREA:  1.30532732093
STD_RMSE:  0.107284831964
CV_RMSE:  0.0965637659496
AVG_MAE:  1.18995684354
AVG_MAE_PER_AREA:  1.07104342735
STD_MAE:  0.0981936877524
CV_MAE:  0.0883811076391



ITERATION 3283 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.1278823586
AVG_RMSE_PER_AREA:  4.29101183812
STD_RMSE:  35.189740887
CV_RMSE:  2.73907845297
AVG_MAE:  20.7027588896
AVG_MAE_PER_AREA:  1.61144922816
STD_MAE:  5.21182385348
CV_MAE:  0.405674894385



ITERATION 3284 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45552001306
AVG_RMSE_PER_AREA:  1.31006863974
STD_RMSE:  0.117592507974
CV_RMSE:  0.105841386984
AVG_MAE:  1.1849995816
AVG_MAE_PER_AREA:  1.06658154888
STD_MAE:  0.0969929820301
CV_MAE:  0.0873003894777



ITERATION 3285 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.1969968193
AVG_RMSE_PER_AREA:  4.0628792851
STD_RMSE:  38.6477427996
CV_RMSE:  3.00824038172
AVG_MAE:  20.2201825792
AVG_MAE_PER_AREA:  1.57388673579
STD_MAE:  6.77896478581
CV_MAE:  0.527657092956



ITERATION 3286 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44825075827
AVG_RMSE_PER_AREA:  1.30352580787
STD_RMSE:  0.15198818031
CV_RMSE:  0.136799870046
AVG_MAE:  1.18318600038
AVG_MAE_PER_AREA:  1.0649492004
STD_MAE:  0.112756981864
CV_MAE:  0.101489079179



ITERATION 3287 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.6738113283
AVG_RMSE_PER_AREA:  4.02215587909
STD_RMSE:  39.1824969649
CV_RMSE:  3.04986426342
AVG_MAE:  20.0255435203
AVG_MAE_PER_AREA:  1.55873653465
STD_MAE:  7.17817171379
CV_MAE:  0.558730328141



ITERATION 3288 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44441808946
AVG_RMSE_PER_AREA:  1.30007614096
STD_RMSE:  0.152591349116
CV_RMSE:  0.137342763672
AVG_MAE:  1.18170929348
AVG_MAE_PER_AREA:  1.0636200621
STD_MAE:  0.111656771555
CV_MAE:  0.100498813837



ITERATION 3289 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.1249336799
AVG_RMSE_PER_AREA:  3.74592041802
STD_RMSE:  42.5106006304
CV_RMSE:  3.30891524844
AVG_MAE:  19.8633160784
AVG_MAE_PER_AREA:  1.54610916999
STD_MAE:  8.4134168567
CV_MAE:  0.654878616529



ITERATION 3290 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45047192923
AVG_RMSE_PER_AREA:  1.30552501529
STD_RMSE:  0.168983041895
CV_RMSE:  0.152096420419
AVG_MAE:  1.18367172271
AVG_MAE_PER_AREA:  1.06538638408
STD_MAE:  0.121106073428
CV_MAE:  0.109003838805



ITERATION 3291 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.5331878486
AVG_RMSE_PER_AREA:  3.62202303772
STD_RMSE:  44.9391902465
CV_RMSE:  3.49795038542
AVG_MAE:  20.0614901142
AVG_MAE_PER_AREA:  1.56153452459
STD_MAE:  9.90967490648
CV_MAE:  0.771343474778



ITERATION 3292 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44164334035
AVG_RMSE_PER_AREA:  1.29757867494
STD_RMSE:  0.219458993625
CV_RMSE:  0.197528266652
AVG_MAE:  1.18172116737
AVG_MAE_PER_AREA:  1.06363074942
STD_MAE:  0.155640146515
CV_MAE:  0.14008689211



ITERATION 3293 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.9661107238
AVG_RMSE_PER_AREA:  3.42220839111
STD_RMSE:  46.5379071177
CV_RMSE:  3.62239037343
AVG_MAE:  19.8088552157
AVG_MAE_PER_AREA:  1.54187007724
STD_MAE:  11.8625655466
CV_MAE:  0.923351433307



ITERATION 3294 OF 6498
HP:  10
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4338429937
AVG_RMSE_PER_AREA:  1.29055782367
STD_RMSE:  0.2252714713
CV_RMSE:  0.202759898408
AVG_MAE:  1.17709214022
AVG_MAE_PER_AREA:  1.05946430496
STD_MAE:  0.150133209907
CV_MAE:  0.135130268439



ITERATION 3295 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.2250596464
AVG_RMSE_PER_AREA:  4.45425069628
STD_RMSE:  31.2072451456
CV_RMSE:  2.4290912806
AVG_MAE:  19.2404966953
AVG_MAE_PER_AREA:  1.49763051942
STD_MAE:  2.81195696587
CV_MAE:  0.218875460341



ITERATION 3296 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44110070058
AVG_RMSE_PER_AREA:  1.29709026162
STD_RMSE:  0.0155094931128
CV_RMSE:  0.0139596160569
AVG_MAE:  1.17258015401
AVG_MAE_PER_AREA:  1.05540320543
STD_MAE:  0.0141462654926
CV_MAE:  0.0127326169514



ITERATION 3297 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.9379536221
AVG_RMSE_PER_AREA:  4.66541534957
STD_RMSE:  30.6636931113
CV_RMSE:  2.38678259552
AVG_MAE:  20.3984773152
AVG_MAE_PER_AREA:  1.58776473708
STD_MAE:  4.12833959069
CV_MAE:  0.321339280551



ITERATION 3298 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47346187415
AVG_RMSE_PER_AREA:  1.32621755514
STD_RMSE:  0.0774114732883
CV_RMSE:  0.0696756778342
AVG_MAE:  1.20085103575
AVG_MAE_PER_AREA:  1.08084895351
STD_MAE:  0.0742792571149
CV_MAE:  0.0668564667311



ITERATION 3299 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.7418199064
AVG_RMSE_PER_AREA:  4.49447397891
STD_RMSE:  35.1411089577
CV_RMSE:  2.73529306933
AVG_MAE:  20.2850509864
AVG_MAE_PER_AREA:  1.5789359249
STD_MAE:  4.68576015811
CV_MAE:  0.364727456394



ITERATION 3300 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46067160866
AVG_RMSE_PER_AREA:  1.31470543194
STD_RMSE:  0.0593700933855
CV_RMSE:  0.0534371886233
AVG_MAE:  1.18219654555
AVG_MAE_PER_AREA:  1.06405862265
STD_MAE:  0.0589982459552
CV_MAE:  0.0531025002282



ITERATION 3301 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.3671752781
AVG_RMSE_PER_AREA:  4.30963778032
STD_RMSE:  37.514657906
CV_RMSE:  2.92004398302
AVG_MAE:  19.831342643
AVG_MAE_PER_AREA:  1.54362044044
STD_MAE:  5.75558310448
CV_MAE:  0.447999708677



ITERATION 3302 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46450252726
AVG_RMSE_PER_AREA:  1.31815352354
STD_RMSE:  0.0940552859243
CV_RMSE:  0.0846562598836
AVG_MAE:  1.19105225541
AVG_MAE_PER_AREA:  1.07202937377
STD_MAE:  0.0841157613834
CV_MAE:  0.0757100006236



ITERATION 3303 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.6884494367
AVG_RMSE_PER_AREA:  4.25680751557
STD_RMSE:  39.5697261337
CV_RMSE:  3.0800051808
AVG_MAE:  20.1672870664
AVG_MAE_PER_AREA:  1.56976948582
STD_MAE:  6.94364001754
CV_MAE:  0.540474987251



ITERATION 3304 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45474216136
AVG_RMSE_PER_AREA:  1.30936851944
STD_RMSE:  0.118610939268
CV_RMSE:  0.106758045558
AVG_MAE:  1.18917792319
AVG_MAE_PER_AREA:  1.07034234519
STD_MAE:  0.09530850905
CV_MAE:  0.0857842473388



ITERATION 3305 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.9632466685
AVG_RMSE_PER_AREA:  4.12252219233
STD_RMSE:  41.2162857769
CV_RMSE:  3.2081691265
AVG_MAE:  19.9425087041
AVG_MAE_PER_AREA:  1.55227331923
STD_MAE:  7.83370089627
CV_MAE:  0.609755024935



ITERATION 3306 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.453816129
AVG_RMSE_PER_AREA:  1.30853502629
STD_RMSE:  0.161473346557
CV_RMSE:  0.145337175429
AVG_MAE:  1.18651313899
AVG_MAE_PER_AREA:  1.06794385517
STD_MAE:  0.123390567103
CV_MAE:  0.111060041051



ITERATION 3307 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.2680486857
AVG_RMSE_PER_AREA:  3.91273494938
STD_RMSE:  43.863827963
CV_RMSE:  3.41424696545
AVG_MAE:  19.8035840336
AVG_MAE_PER_AREA:  1.54145978205
STD_MAE:  9.32032643797
CV_MAE:  0.72547011366



ITERATION 3308 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45202670991
AVG_RMSE_PER_AREA:  1.3069244254
STD_RMSE:  0.181434475878
CV_RMSE:  0.163303571839
AVG_MAE:  1.18799895974
AVG_MAE_PER_AREA:  1.06928119657
STD_MAE:  0.132552139422
CV_MAE:  0.119306089527



ITERATION 3309 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.4620191313
AVG_RMSE_PER_AREA:  3.77215827807
STD_RMSE:  46.2246080925
CV_RMSE:  3.5980039873
AVG_MAE:  19.7712415762
AVG_MAE_PER_AREA:  1.53894232878
STD_MAE:  10.9854061882
CV_MAE:  0.855075616606



ITERATION 3310 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44955208057
AVG_RMSE_PER_AREA:  1.30469708791
STD_RMSE:  0.225601188803
CV_RMSE:  0.203056666956
AVG_MAE:  1.18741856897
AVG_MAE_PER_AREA:  1.06875880475
STD_MAE:  0.170294569066
CV_MAE:  0.153276885546



ITERATION 3311 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.6022081811
AVG_RMSE_PER_AREA:  3.54955798731
STD_RMSE:  48.4277002027
CV_RMSE:  3.7694869814
AVG_MAE:  19.6471080082
AVG_MAE_PER_AREA:  1.52928009278
STD_MAE:  11.9618154022
CV_MAE:  0.931076785473



ITERATION 3312 OF 6498
HP:  10
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44362552783
AVG_RMSE_PER_AREA:  1.2993627807
STD_RMSE:  0.241952679019
CV_RMSE:  0.217774138618
AVG_MAE:  1.18495461521
AVG_MAE_PER_AREA:  1.06654107602
STD_MAE:  0.174109939532
CV_MAE:  0.156710982743



ITERATION 3313 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.318802649
AVG_RMSE_PER_AREA:  4.61722223855
STD_RMSE:  30.5370518038
CV_RMSE:  2.37692516355
AVG_MAE:  20.8033404131
AVG_MAE_PER_AREA:  1.61927823392
STD_MAE:  2.65494256322
CV_MAE:  0.206653865175



ITERATION 3314 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49208106116
AVG_RMSE_PER_AREA:  1.3429761107
STD_RMSE:  0.0255845530776
CV_RMSE:  0.0230278665687
AVG_MAE:  1.21496372374
AVG_MAE_PER_AREA:  1.0935513484
STD_MAE:  0.0187402670182
CV_MAE:  0.0168675359326



ITERATION 3315 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.5979335926
AVG_RMSE_PER_AREA:  4.56111165489
STD_RMSE:  30.9799671884
CV_RMSE:  2.411400552
AVG_MAE:  20.2774548357
AVG_MAE_PER_AREA:  1.57834466017
STD_MAE:  3.49183378721
CV_MAE:  0.271795314397



ITERATION 3316 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.49152587409
AVG_RMSE_PER_AREA:  1.34247640395
STD_RMSE:  0.0788470685551
CV_RMSE:  0.0709678128249
AVG_MAE:  1.22646586977
AVG_MAE_PER_AREA:  1.10390407503
STD_MAE:  0.0818874048143
CV_MAE:  0.073704325653



ITERATION 3317 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.2858421138
AVG_RMSE_PER_AREA:  4.22546960243
STD_RMSE:  37.2601328593
CV_RMSE:  2.90023241142
AVG_MAE:  19.9188731158
AVG_MAE_PER_AREA:  1.55043358615
STD_MAE:  5.44243292836
CV_MAE:  0.42362490857



ITERATION 3318 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48437232644
AVG_RMSE_PER_AREA:  1.3360377165
STD_RMSE:  0.0944551265552
CV_RMSE:  0.0850161440946
AVG_MAE:  1.22100517621
AVG_MAE_PER_AREA:  1.0989890733
STD_MAE:  0.0809296636695
CV_MAE:  0.0728422924089



ITERATION 3319 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.9464109397
AVG_RMSE_PER_AREA:  4.19904915739
STD_RMSE:  37.5335217501
CV_RMSE:  2.92151229587
AVG_MAE:  19.96979838
AVG_MAE_PER_AREA:  1.55439747706
STD_MAE:  5.96919072489
CV_MAE:  0.4646263736



ITERATION 3320 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47341612636
AVG_RMSE_PER_AREA:  1.32617637897
STD_RMSE:  0.112806313097
CV_RMSE:  0.101533480699
AVG_MAE:  1.20648632171
AVG_MAE_PER_AREA:  1.08592110048
STD_MAE:  0.0850827555304
CV_MAE:  0.0765803622095



ITERATION 3321 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.1384814987
AVG_RMSE_PER_AREA:  4.05832460383
STD_RMSE:  40.530350292
CV_RMSE:  3.15477768173
AVG_MAE:  19.8680762443
AVG_MAE_PER_AREA:  1.546479689
STD_MAE:  6.90337216278
CV_MAE:  0.537340641542



ITERATION 3322 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47461355162
AVG_RMSE_PER_AREA:  1.32725414449
STD_RMSE:  0.137900743787
CV_RMSE:  0.124120203234
AVG_MAE:  1.2098277969
AVG_MAE_PER_AREA:  1.08892865916
STD_MAE:  0.0845639173949
CV_MAE:  0.0761133720174



ITERATION 3323 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.1207265887
AVG_RMSE_PER_AREA:  3.97910519288
STD_RMSE:  41.8503239305
CV_RMSE:  3.25752101716
AVG_MAE:  20.0877176015
AVG_MAE_PER_AREA:  1.5635760044
STD_MAE:  7.75320464985
CV_MAE:  0.603489405225



ITERATION 3324 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47778582182
AVG_RMSE_PER_AREA:  1.33010940698
STD_RMSE:  0.148249845075
CV_RMSE:  0.133435109883
AVG_MAE:  1.21499370216
AVG_MAE_PER_AREA:  1.09357833104
STD_MAE:  0.0987923056235
CV_MAE:  0.0889199051088



ITERATION 3325 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.9897470701
AVG_RMSE_PER_AREA:  3.81323525647
STD_RMSE:  43.7880528022
CV_RMSE:  3.40834882284
AVG_MAE:  20.1018291877
AVG_MAE_PER_AREA:  1.56467441378
STD_MAE:  9.02236885711
CV_MAE:  0.702277865889



ITERATION 3326 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.47783418199
AVG_RMSE_PER_AREA:  1.33015293448
STD_RMSE:  0.157749625785
CV_RMSE:  0.141985569293
AVG_MAE:  1.21424808459
AVG_MAE_PER_AREA:  1.09290722369
STD_MAE:  0.0991703034075
CV_MAE:  0.0892601292474



ITERATION 3327 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.5547593454
AVG_RMSE_PER_AREA:  3.62370210727
STD_RMSE:  46.9456348303
CV_RMSE:  3.65412684447
AVG_MAE:  20.207526455
AVG_MAE_PER_AREA:  1.5729016158
STD_MAE:  11.3848210155
CV_MAE:  0.886165034138



ITERATION 3328 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46298917879
AVG_RMSE_PER_AREA:  1.31679140529
STD_RMSE:  0.210942589971
CV_RMSE:  0.189862914579
AVG_MAE:  1.21080672277
AVG_MAE_PER_AREA:  1.08980976012
STD_MAE:  0.151492342802
CV_MAE:  0.136353582009



ITERATION 3329 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.9164576494
AVG_RMSE_PER_AREA:  3.41834352417
STD_RMSE:  48.6537145529
CV_RMSE:  3.78707935409
AVG_MAE:  19.9320544767
AVG_MAE_PER_AREA:  1.5514595892
STD_MAE:  12.3484295707
CV_MAE:  0.961169832817



ITERATION 3330 OF 6498
HP:  10
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45947442429
AVG_RMSE_PER_AREA:  1.31362788324
STD_RMSE:  0.251060202832
CV_RMSE:  0.225971539702
AVG_MAE:  1.2134002402
AVG_MAE_PER_AREA:  1.09214410512
STD_MAE:  0.167338410225
CV_MAE:  0.150616138214



ITERATION 3331 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.7318589665
AVG_RMSE_PER_AREA:  4.41586123045
STD_RMSE:  31.3546435375
CV_RMSE:  2.44056439034
AVG_MAE:  18.9521081799
AVG_MAE_PER_AREA:  1.47518310296
STD_MAE:  3.08945043981
CV_MAE:  0.240474834935



ITERATION 3332 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47278340932
AVG_RMSE_PER_AREA:  1.32560688989
STD_RMSE:  0.00452676063248
CV_RMSE:  0.00407439752873
AVG_MAE:  1.20737604833
AVG_MAE_PER_AREA:  1.08672191595
STD_MAE:  0.00917921526921
CV_MAE:  0.0082619283512



ITERATION 3333 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.6298789369
AVG_RMSE_PER_AREA:  4.64143561255
STD_RMSE:  30.9139824811
CV_RMSE:  2.40626447298
AVG_MAE:  20.1778707804
AVG_MAE_PER_AREA:  1.57059329476
STD_MAE:  4.43906860346
CV_MAE:  0.345525623563



ITERATION 3334 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48701373319
AVG_RMSE_PER_AREA:  1.33841516519
STD_RMSE:  0.051456395559
CV_RMSE:  0.0463143134627
AVG_MAE:  1.20958883435
AVG_MAE_PER_AREA:  1.08871357635
STD_MAE:  0.0533833201008
CV_MAE:  0.048048678769



ITERATION 3335 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.0982160735
AVG_RMSE_PER_AREA:  4.4443775205
STD_RMSE:  35.0542939983
CV_RMSE:  2.72853561734
AVG_MAE:  19.8303248797
AVG_MAE_PER_AREA:  1.54354122037
STD_MAE:  4.7354426764
CV_MAE:  0.368594615171



ITERATION 3336 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48799263312
AVG_RMSE_PER_AREA:  1.33929624281
STD_RMSE:  0.056131749216
CV_RMSE:  0.0505224549865
AVG_MAE:  1.21049934048
AVG_MAE_PER_AREA:  1.08953309481
STD_MAE:  0.055601415492
CV_MAE:  0.0500451179701



ITERATION 3337 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.7202024902
AVG_RMSE_PER_AREA:  4.25927909116
STD_RMSE:  36.8344251709
CV_RMSE:  2.86709642555
AVG_MAE:  19.4860137797
AVG_MAE_PER_AREA:  1.51674093451
STD_MAE:  5.55456968188
CV_MAE:  0.432353343551



ITERATION 3338 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47385261223
AVG_RMSE_PER_AREA:  1.32656924643
STD_RMSE:  0.0949628349185
CV_RMSE:  0.0854731167222
AVG_MAE:  1.20449590466
AVG_MAE_PER_AREA:  1.08412958752
STD_MAE:  0.0900263293718
CV_MAE:  0.0810299204427



ITERATION 3339 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.0389854439
AVG_RMSE_PER_AREA:  4.20625491746
STD_RMSE:  39.6956884244
CV_RMSE:  3.08980975985
AVG_MAE:  19.7605730392
AVG_MAE_PER_AREA:  1.53811191745
STD_MAE:  6.9781981623
CV_MAE:  0.543164903894



ITERATION 3340 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47084586957
AVG_RMSE_PER_AREA:  1.32386297016
STD_RMSE:  0.12295095062
CV_RMSE:  0.110664355824
AVG_MAE:  1.1995822667
AVG_MAE_PER_AREA:  1.07970697365
STD_MAE:  0.0899263820945
CV_MAE:  0.0809399609833



ITERATION 3341 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.4864803017
AVG_RMSE_PER_AREA:  4.08541193096
STD_RMSE:  40.208751383
CV_RMSE:  3.1297452541
AVG_MAE:  19.5689922631
AVG_MAE_PER_AREA:  1.52319976513
STD_MAE:  7.15803892356
CV_MAE:  0.5571632438



ITERATION 3342 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45737038372
AVG_RMSE_PER_AREA:  1.31173410126
STD_RMSE:  0.157615646069
CV_RMSE:  0.141864978286
AVG_MAE:  1.19147551924
AVG_MAE_PER_AREA:  1.07241034048
STD_MAE:  0.114637041002
CV_MAE:  0.103181262382



ITERATION 3343 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.3187137849
AVG_RMSE_PER_AREA:  3.83884117506
STD_RMSE:  43.4564271424
CV_RMSE:  3.38253593885
AVG_MAE:  19.3881240336
AVG_MAE_PER_AREA:  1.50912144976
STD_MAE:  9.37294771922
CV_MAE:  0.729566018148



ITERATION 3344 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45433774577
AVG_RMSE_PER_AREA:  1.30900451745
STD_RMSE:  0.197543145215
CV_RMSE:  0.177802487922
AVG_MAE:  1.19259439783
AVG_MAE_PER_AREA:  1.07341740856
STD_MAE:  0.152407355662
CV_MAE:  0.137177156843



ITERATION 3345 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.5940664832
AVG_RMSE_PER_AREA:  3.70459908791
STD_RMSE:  45.865066996
CV_RMSE:  3.57001823788
AVG_MAE:  19.5820816625
AVG_MAE_PER_AREA:  1.52421861014
STD_MAE:  11.05549784
CV_MAE:  0.860531369575



ITERATION 3346 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46218800019
AVG_RMSE_PER_AREA:  1.31607028915
STD_RMSE:  0.23387507589
CV_RMSE:  0.210503737353
AVG_MAE:  1.2070703878
AVG_MAE_PER_AREA:  1.08644680034
STD_MAE:  0.18107697937
CV_MAE:  0.162981800266



ITERATION 3347 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.7489142665
AVG_RMSE_PER_AREA:  3.40530238041
STD_RMSE:  48.3587805005
CV_RMSE:  3.76412244996
AVG_MAE:  19.0360418457
AVG_MAE_PER_AREA:  1.48171628251
STD_MAE:  11.6969086119
CV_MAE:  0.910457125792



ITERATION 3348 OF 6498
HP:  10
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44531139659
AVG_RMSE_PER_AREA:  1.30088017914
STD_RMSE:  0.273412328718
CV_RMSE:  0.246089998322
AVG_MAE:  1.19304430203
AVG_MAE_PER_AREA:  1.07382235345
STD_MAE:  0.19595210688
CV_MAE:  0.176370443423



ITERATION 3349 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.4424873135
AVG_RMSE_PER_AREA:  4.54901211841
STD_RMSE:  30.3555336152
CV_RMSE:  2.36279625704
AVG_MAE:  19.4905321952
AVG_MAE_PER_AREA:  1.5170926363
STD_MAE:  2.86105644543
CV_MAE:  0.22269723689



ITERATION 3350 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41640105261
AVG_RMSE_PER_AREA:  1.27485887083
STD_RMSE:  0.0137385498089
CV_RMSE:  0.0123656446485
AVG_MAE:  1.15619914506
AVG_MAE_PER_AREA:  1.04065916487
STD_MAE:  0.0137111542306
CV_MAE:  0.012340986734



ITERATION 3351 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.5249168478
AVG_RMSE_PER_AREA:  4.63326563491
STD_RMSE:  31.420414857
CV_RMSE:  2.44568385981
AVG_MAE:  20.5399326923
AVG_MAE_PER_AREA:  1.59877525793
STD_MAE:  4.70227782498
CV_MAE:  0.366013148879



ITERATION 3352 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45302646196
AVG_RMSE_PER_AREA:  1.30782427136
STD_RMSE:  0.0721373996032
CV_RMSE:  0.0649286468923
AVG_MAE:  1.17985500399
AVG_MAE_PER_AREA:  1.06195107336
STD_MAE:  0.0709894524451
CV_MAE:  0.0638954150862



ITERATION 3353 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.8838913889
AVG_RMSE_PER_AREA:  4.42769504115
STD_RMSE:  35.8510609024
CV_RMSE:  2.79055389323
AVG_MAE:  20.3504515788
AVG_MAE_PER_AREA:  1.58402653793
STD_MAE:  5.17107254499
CV_MAE:  0.402502917888



ITERATION 3354 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4479620853
AVG_RMSE_PER_AREA:  1.30326598224
STD_RMSE:  0.0795667002818
CV_RMSE:  0.0716155311309
AVG_MAE:  1.17112316558
AVG_MAE_PER_AREA:  1.05409181511
STD_MAE:  0.080814570492
CV_MAE:  0.0727387005921



ITERATION 3355 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.4816141619
AVG_RMSE_PER_AREA:  4.31854540717
STD_RMSE:  37.9336955237
CV_RMSE:  2.95266078782
AVG_MAE:  20.461082846
AVG_MAE_PER_AREA:  1.59263778975
STD_MAE:  6.28210707876
CV_MAE:  0.488982973588



ITERATION 3356 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44993901679
AVG_RMSE_PER_AREA:  1.30504535726
STD_RMSE:  0.111914841067
CV_RMSE:  0.10073109424
AVG_MAE:  1.16994844742
AVG_MAE_PER_AREA:  1.05303448755
STD_MAE:  0.090660090565
CV_MAE:  0.081600349332



ITERATION 3357 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.5526213681
AVG_RMSE_PER_AREA:  4.16839759522
STD_RMSE:  40.3467142029
CV_RMSE:  3.14048392332
AVG_MAE:  20.1403338235
AVG_MAE_PER_AREA:  1.56767151508
STD_MAE:  7.31842514308
CV_MAE:  0.569647292473



ITERATION 3358 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4334832276
AVG_RMSE_PER_AREA:  1.29023400931
STD_RMSE:  0.127665461601
CV_RMSE:  0.114907741646
AVG_MAE:  1.15928831997
AVG_MAE_PER_AREA:  1.04343963586
STD_MAE:  0.0924251907265
CV_MAE:  0.0831890615083



ITERATION 3359 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.5477478216
AVG_RMSE_PER_AREA:  4.09018083631
STD_RMSE:  41.911371433
CV_RMSE:  3.26227279693
AVG_MAE:  20.3793733075
AVG_MAE_PER_AREA:  1.58627773052
STD_MAE:  8.66704446362
CV_MAE:  0.674620333736



ITERATION 3360 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44103751203
AVG_RMSE_PER_AREA:  1.29703338756
STD_RMSE:  0.16350667873
CV_RMSE:  0.14716731496
AVG_MAE:  1.16686631301
AVG_MAE_PER_AREA:  1.0502603535
STD_MAE:  0.123387062099
CV_MAE:  0.111056886305



ITERATION 3361 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.7636998652
AVG_RMSE_PER_AREA:  3.95131515576
STD_RMSE:  43.7945660781
CV_RMSE:  3.4088557994
AVG_MAE:  20.5488062745
AVG_MAE_PER_AREA:  1.59946595463
STD_MAE:  9.65889312993
CV_MAE:  0.751823269649



ITERATION 3362 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43697518965
AVG_RMSE_PER_AREA:  1.29337701657
STD_RMSE:  0.198045754878
CV_RMSE:  0.178254871367
AVG_MAE:  1.169806065
AVG_MAE_PER_AREA:  1.05290633353
STD_MAE:  0.139670455197
CV_MAE:  0.125713065853



ITERATION 3363 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.4823411756
AVG_RMSE_PER_AREA:  3.77374009346
STD_RMSE:  46.648723483
CV_RMSE:  3.63101603281
AVG_MAE:  20.5990407964
AVG_MAE_PER_AREA:  1.60337607994
STD_MAE:  11.5944244439
CV_MAE:  0.902480023113



ITERATION 3364 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43048388712
AVG_RMSE_PER_AREA:  1.28753439552
STD_RMSE:  0.247964257913
CV_RMSE:  0.223184975235
AVG_MAE:  1.16653118759
AVG_MAE_PER_AREA:  1.04995871746
STD_MAE:  0.17887705487
CV_MAE:  0.161001716123



ITERATION 3365 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.4404052457
AVG_RMSE_PER_AREA:  3.61480107979
STD_RMSE:  47.7949629482
CV_RMSE:  3.72023634935
AVG_MAE:  20.2751949648
AVG_MAE_PER_AREA:  1.57816875766
STD_MAE:  12.022061839
CV_MAE:  0.935766212351



ITERATION 3366 OF 6498
HP:  10
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43886089327
AVG_RMSE_PER_AREA:  1.2950742802
STD_RMSE:  0.256678666613
CV_RMSE:  0.231028545539
AVG_MAE:  1.17408624988
AVG_MAE_PER_AREA:  1.05675879584
STD_MAE:  0.181402440111
CV_MAE:  0.163274737434



ITERATION 3367 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.048664164
AVG_RMSE_PER_AREA:  4.67403277193
STD_RMSE:  29.7119246196
CV_RMSE:  2.31269939677
AVG_MAE:  20.8152874266
AVG_MAE_PER_AREA:  1.62020815856
STD_MAE:  1.93944786077
CV_MAE:  0.150961607338



ITERATION 3368 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49643898202
AVG_RMSE_PER_AREA:  1.34689854076
STD_RMSE:  0.0189063647438
CV_RMSE:  0.0170170353689
AVG_MAE:  1.2196022532
AVG_MAE_PER_AREA:  1.0977263456
STD_MAE:  0.0170204721345
CV_MAE:  0.0153196016385



ITERATION 3369 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.3120449691
AVG_RMSE_PER_AREA:  4.53885882356
STD_RMSE:  31.2384082774
CV_RMSE:  2.43151693821
AVG_MAE:  20.0034108476
AVG_MAE_PER_AREA:  1.55701378463
STD_MAE:  3.61700337495
CV_MAE:  0.281538191499



ITERATION 3370 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48877098575
AVG_RMSE_PER_AREA:  1.33999681398
STD_RMSE:  0.0808669696907
CV_RMSE:  0.0727858634936
AVG_MAE:  1.22714379294
AVG_MAE_PER_AREA:  1.10451425274
STD_MAE:  0.0821713411683
CV_MAE:  0.0739598880017



ITERATION 3371 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.6966308154
AVG_RMSE_PER_AREA:  4.25744433294
STD_RMSE:  36.8678433721
CV_RMSE:  2.86969761194
AVG_MAE:  19.6434045856
AVG_MAE_PER_AREA:  1.52899182794
STD_MAE:  5.07273321773
CV_MAE:  0.394848438895



ITERATION 3372 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48216049511
AVG_RMSE_PER_AREA:  1.33404691538
STD_RMSE:  0.0924696297561
CV_RMSE:  0.0832290597073
AVG_MAE:  1.21789563751
AVG_MAE_PER_AREA:  1.09619027348
STD_MAE:  0.0822465790605
CV_MAE:  0.0740276073063



ITERATION 3373 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.0173763365
AVG_RMSE_PER_AREA:  4.20457292041
STD_RMSE:  37.3230298958
CV_RMSE:  2.90512815413
AVG_MAE:  19.6312430261
AVG_MAE_PER_AREA:  1.52804520359
STD_MAE:  5.41939024267
CV_MAE:  0.421831325488



ITERATION 3374 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47598040716
AVG_RMSE_PER_AREA:  1.32848440897
STD_RMSE:  0.0961991135037
CV_RMSE:  0.0865858529195
AVG_MAE:  1.20828383532
AVG_MAE_PER_AREA:  1.087538987
STD_MAE:  0.0727756504713
CV_MAE:  0.0655031167994



ITERATION 3375 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.7168811952
AVG_RMSE_PER_AREA:  4.02550832618
STD_RMSE:  40.7286131793
CV_RMSE:  3.17020995231
AVG_MAE:  19.519394457
AVG_MAE_PER_AREA:  1.51933920014
STD_MAE:  6.91158391622
CV_MAE:  0.5379798232



ITERATION 3376 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47575450113
AVG_RMSE_PER_AREA:  1.32828107793
STD_RMSE:  0.131236690482
CV_RMSE:  0.118122094537
AVG_MAE:  1.21407225942
AVG_MAE_PER_AREA:  1.09274896888
STD_MAE:  0.083219844874
CV_MAE:  0.0749036138256



ITERATION 3377 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.4294627248
AVG_RMSE_PER_AREA:  4.00313641552
STD_RMSE:  41.4362362831
CV_RMSE:  3.22528950525
AVG_MAE:  19.8831856867
AVG_MAE_PER_AREA:  1.54765576893
STD_MAE:  7.53875582405
CV_MAE:  0.586797263049



ITERATION 3378 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47901391452
AVG_RMSE_PER_AREA:  1.33121477531
STD_RMSE:  0.136365210454
CV_RMSE:  0.122738117075
AVG_MAE:  1.21887987381
AVG_MAE_PER_AREA:  1.0970761542
STD_MAE:  0.0971607159453
CV_MAE:  0.0874513615977



ITERATION 3379 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.856366107
AVG_RMSE_PER_AREA:  3.80285322714
STD_RMSE:  43.8255764176
CV_RMSE:  3.41126956405
AVG_MAE:  19.7959038655
AVG_MAE_PER_AREA:  1.54086197763
STD_MAE:  8.89287726181
CV_MAE:  0.692198574891



ITERATION 3380 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.47720940505
AVG_RMSE_PER_AREA:  1.32959059204
STD_RMSE:  0.160007997264
CV_RMSE:  0.144018259758
AVG_MAE:  1.21778355571
AVG_MAE_PER_AREA:  1.09608939212
STD_MAE:  0.106751777685
CV_MAE:  0.096083980246



ITERATION 3381 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.519944689
AVG_RMSE_PER_AREA:  3.62099222442
STD_RMSE:  46.9394773119
CV_RMSE:  3.65364755915
AVG_MAE:  19.9891989696
AVG_MAE_PER_AREA:  1.55590756879
STD_MAE:  11.1486183168
CV_MAE:  0.867779626739



ITERATION 3382 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46573239005
AVG_RMSE_PER_AREA:  1.31926048507
STD_RMSE:  0.206190817613
CV_RMSE:  0.18558599094
AVG_MAE:  1.21499363012
AVG_MAE_PER_AREA:  1.0935782662
STD_MAE:  0.154682156933
CV_MAE:  0.139224635256



ITERATION 3383 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.8726184386
AVG_RMSE_PER_AREA:  3.41493119335
STD_RMSE:  48.6195387271
CV_RMSE:  3.78441919617
AVG_MAE:  19.7132701495
AVG_MAE_PER_AREA:  1.53442998281
STD_MAE:  12.4699006737
CV_MAE:  0.970624829426



ITERATION 3384 OF 6498
HP:  10
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46086500482
AVG_RMSE_PER_AREA:  1.31487950185
STD_RMSE:  0.248404540772
CV_RMSE:  0.223581260247
AVG_MAE:  1.21855242663
AVG_MAE_PER_AREA:  1.0967814291
STD_MAE:  0.17132901554
CV_MAE:  0.15420795889



ITERATION 3385 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.5318990119
AVG_RMSE_PER_AREA:  4.4781342792
STD_RMSE:  31.0745529159
CV_RMSE:  2.41876286049
AVG_MAE:  19.9524086571
AVG_MAE_PER_AREA:  1.55304390598
STD_MAE:  3.50649645824
CV_MAE:  0.272936618802



ITERATION 3386 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47408806202
AVG_RMSE_PER_AREA:  1.32678116751
STD_RMSE:  0.0196057711807
CV_RMSE:  0.0176465495158
AVG_MAE:  1.18785348913
AVG_MAE_PER_AREA:  1.06915026297
STD_MAE:  0.0204313793799
CV_MAE:  0.0183896539739



ITERATION 3387 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.8276742312
AVG_RMSE_PER_AREA:  4.57899407224
STD_RMSE:  32.5576951676
CV_RMSE:  2.53420681893
AVG_MAE:  21.1232554705
AVG_MAE_PER_AREA:  1.64417959489
STD_MAE:  5.41787859475
CV_MAE:  0.421713662723



ITERATION 3388 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48478399873
AVG_RMSE_PER_AREA:  1.33640825002
STD_RMSE:  0.102135639737
CV_RMSE:  0.0919291369536
AVG_MAE:  1.20168712414
AVG_MAE_PER_AREA:  1.08160149087
STD_MAE:  0.0958136098976
CV_MAE:  0.0862388730221



ITERATION 3389 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.2721205769
AVG_RMSE_PER_AREA:  4.30223896813
STD_RMSE:  38.1237731567
CV_RMSE:  2.96745593935
AVG_MAE:  20.7058883218
AVG_MAE_PER_AREA:  1.61169281507
STD_MAE:  7.12744080607
CV_MAE:  0.554781565441



ITERATION 3390 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48219565501
AVG_RMSE_PER_AREA:  1.33407856173
STD_RMSE:  0.105471463588
CV_RMSE:  0.0949316090436
AVG_MAE:  1.18616300034
AVG_MAE_PER_AREA:  1.06762870618
STD_MAE:  0.0839157649711
CV_MAE:  0.0755299900257



ITERATION 3391 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.7789286887
AVG_RMSE_PER_AREA:  4.26385018663
STD_RMSE:  37.7738647429
CV_RMSE:  2.94021997306
AVG_MAE:  21.0003662029
AVG_MAE_PER_AREA:  1.63461421201
STD_MAE:  7.54778856173
CV_MAE:  0.587500347997



ITERATION 3392 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47439183569
AVG_RMSE_PER_AREA:  1.32705458482
STD_RMSE:  0.134720496424
CV_RMSE:  0.12125776074
AVG_MAE:  1.18627028329
AVG_MAE_PER_AREA:  1.06772526826
STD_MAE:  0.108572761414
CV_MAE:  0.0977229914957



ITERATION 3393 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.9813734598
AVG_RMSE_PER_AREA:  4.12393313491
STD_RMSE:  41.031101572
CV_RMSE:  3.19375486675
AVG_MAE:  20.7825148944
AVG_MAE_PER_AREA:  1.61765722938
STD_MAE:  8.12974031156
CV_MAE:  0.632797967657



ITERATION 3394 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46531471885
AVG_RMSE_PER_AREA:  1.31888455211
STD_RMSE:  0.150413647344
CV_RMSE:  0.13538268152
AVG_MAE:  1.17786422991
AVG_MAE_PER_AREA:  1.06015923906
STD_MAE:  0.104969283845
CV_MAE:  0.094479612556



ITERATION 3395 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.3170745437
AVG_RMSE_PER_AREA:  3.99438841007
STD_RMSE:  42.6358105652
CV_RMSE:  3.31866126605
AVG_MAE:  21.1361566731
AVG_MAE_PER_AREA:  1.64518379115
STD_MAE:  10.2435390194
CV_MAE:  0.797330594174



ITERATION 3396 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48251602389
AVG_RMSE_PER_AREA:  1.33436691587
STD_RMSE:  0.158151256474
CV_RMSE:  0.14234706468
AVG_MAE:  1.1966575711
AVG_MAE_PER_AREA:  1.07707454542
STD_MAE:  0.122011121714
CV_MAE:  0.109818444833



ITERATION 3397 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.9070960689
AVG_RMSE_PER_AREA:  3.80680191622
STD_RMSE:  44.9043115478
CV_RMSE:  3.49523551768
AVG_MAE:  21.0857635294
AVG_MAE_PER_AREA:  1.64126131913
STD_MAE:  11.9845704898
CV_MAE:  0.932847982658



ITERATION 3398 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46879167621
AVG_RMSE_PER_AREA:  1.32201405412
STD_RMSE:  0.216587005171
CV_RMSE:  0.194943278487
AVG_MAE:  1.19243542852
AVG_MAE_PER_AREA:  1.0732743252
STD_MAE:  0.155545062804
CV_MAE:  0.140001310197



ITERATION 3399 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.9752938636
AVG_RMSE_PER_AREA:  3.65643542694
STD_RMSE:  48.2631016994
CV_RMSE:  3.75667505944
AVG_MAE:  21.2578841548
AVG_MAE_PER_AREA:  1.65465874362
STD_MAE:  13.5092398735
CV_MAE:  1.05152430569



ITERATION 3400 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45686878694
AVG_RMSE_PER_AREA:  1.31128262948
STD_RMSE:  0.255661379781
CV_RMSE:  0.23011291706
AVG_MAE:  1.18414564817
AVG_MAE_PER_AREA:  1.06581294976
STD_MAE:  0.192184027043
CV_MAE:  0.172978911062



ITERATION 3401 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.5367183393
AVG_RMSE_PER_AREA:  3.54446042734
STD_RMSE:  48.7488991114
CV_RMSE:  3.79448827404
AVG_MAE:  21.0120296443
AVG_MAE_PER_AREA:  1.63552206413
STD_MAE:  13.043610244
CV_MAE:  1.01528089915



ITERATION 3402 OF 6498
HP:  10
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45296672429
AVG_RMSE_PER_AREA:  1.30777050333
STD_RMSE:  0.281046560141
CV_RMSE:  0.252961334399
AVG_MAE:  1.18764695579
AVG_MAE_PER_AREA:  1.06896436868
STD_MAE:  0.189505515981
CV_MAE:  0.170568065927



ITERATION 3403 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.6725734614
AVG_RMSE_PER_AREA:  4.48908401466
STD_RMSE:  31.0421574142
CV_RMSE:  2.41624127839
AVG_MAE:  20.048857687
AVG_MAE_PER_AREA:  1.56055124911
STD_MAE:  3.57468951952
CV_MAE:  0.278244590389



ITERATION 3404 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47172792717
AVG_RMSE_PER_AREA:  1.32465688298
STD_RMSE:  0.0187674995823
CV_RMSE:  0.016892047123
AVG_MAE:  1.18527389983
AVG_MAE_PER_AREA:  1.06682845426
STD_MAE:  0.0220723800789
CV_MAE:  0.0198666680543



ITERATION 3405 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.8909319927
AVG_RMSE_PER_AREA:  4.58391789285
STD_RMSE:  32.4708916668
CV_RMSE:  2.52745025884
AVG_MAE:  21.0980398058
AVG_MAE_PER_AREA:  1.64221687274
STD_MAE:  5.35504761752
CV_MAE:  0.416823061895



ITERATION 3406 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48865841911
AVG_RMSE_PER_AREA:  1.33989549622
STD_RMSE:  0.103181237602
CV_RMSE:  0.0928702473196
AVG_MAE:  1.20469810278
AVG_MAE_PER_AREA:  1.08431157981
STD_MAE:  0.0976533223804
CV_MAE:  0.0878947414459



ITERATION 3407 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.3881622592
AVG_RMSE_PER_AREA:  4.31127135267
STD_RMSE:  38.0299341643
CV_RMSE:  2.9601517548
AVG_MAE:  20.7990045221
AVG_MAE_PER_AREA:  1.61894073937
STD_MAE:  7.03075032011
CV_MAE:  0.547255427992



ITERATION 3408 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48751111219
AVG_RMSE_PER_AREA:  1.33886284067
STD_RMSE:  0.108080038375
CV_RMSE:  0.0972795066965
AVG_MAE:  1.19231612907
AVG_MAE_PER_AREA:  1.07316694744
STD_MAE:  0.0846694249789
CV_MAE:  0.0762083361373



ITERATION 3409 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.4244193665
AVG_RMSE_PER_AREA:  4.23625609751
STD_RMSE:  38.0483855607
CV_RMSE:  2.96158796379
AVG_MAE:  20.9372827855
AVG_MAE_PER_AREA:  1.6297039619
STD_MAE:  7.59106568347
CV_MAE:  0.590868927267



ITERATION 3410 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47776628791
AVG_RMSE_PER_AREA:  1.33009182511
STD_RMSE:  0.136085319163
CV_RMSE:  0.122486195563
AVG_MAE:  1.1897861581
AVG_MAE_PER_AREA:  1.07088979866
STD_MAE:  0.10937892478
CV_MAE:  0.0984485942601



ITERATION 3411 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.0171068471
AVG_RMSE_PER_AREA:  4.12671452939
STD_RMSE:  41.1101103852
CV_RMSE:  3.19990470851
AVG_MAE:  20.8346014706
AVG_MAE_PER_AREA:  1.62171151381
STD_MAE:  8.14378115922
CV_MAE:  0.633890870938



ITERATION 3412 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46791679642
AVG_RMSE_PER_AREA:  1.32122660182
STD_RMSE:  0.154464390271
CV_RMSE:  0.139028630204
AVG_MAE:  1.18457211856
AVG_MAE_PER_AREA:  1.0661968026
STD_MAE:  0.105559913726
CV_MAE:  0.0950112202828



ITERATION 3413 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.5159085939
AVG_RMSE_PER_AREA:  4.00986513848
STD_RMSE:  42.5186639047
CV_RMSE:  3.30954287287
AVG_MAE:  21.1709090909
AVG_MAE_PER_AREA:  1.6478888295
STD_MAE:  10.1664682564
CV_MAE:  0.791331605236



ITERATION 3414 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48500868651
AVG_RMSE_PER_AREA:  1.33661048456
STD_RMSE:  0.157690153537
CV_RMSE:  0.141932040159
AVG_MAE:  1.20108264665
AVG_MAE_PER_AREA:  1.08105741934
STD_MAE:  0.12151922777
CV_MAE:  0.109375706276



ITERATION 3415 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.9249021315
AVG_RMSE_PER_AREA:  3.80818789409
STD_RMSE:  44.9193129291
CV_RMSE:  3.49640318642
AVG_MAE:  21.1329797199
AVG_MAE_PER_AREA:  1.64493650532
STD_MAE:  11.9541299406
CV_MAE:  0.930478569009



ITERATION 3416 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.47034160917
AVG_RMSE_PER_AREA:  1.32340910094
STD_RMSE:  0.220022963331
CV_RMSE:  0.198035878378
AVG_MAE:  1.19608575285
AVG_MAE_PER_AREA:  1.07655986945
STD_MAE:  0.157278814339
CV_MAE:  0.141561806442



ITERATION 3417 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.9124441964
AVG_RMSE_PER_AREA:  3.65154337133
STD_RMSE:  48.2781879175
CV_RMSE:  3.75784933166
AVG_MAE:  21.1695820802
AVG_MAE_PER_AREA:  1.64778553842
STD_MAE:  13.4987710203
CV_MAE:  1.05070943722



ITERATION 3418 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45450963286
AVG_RMSE_PER_AREA:  1.30915922771
STD_RMSE:  0.256875321032
CV_RMSE:  0.231205548112
AVG_MAE:  1.1847222378
AVG_MAE_PER_AREA:  1.06633192029
STD_MAE:  0.189624314939
CV_MAE:  0.170674993202



ITERATION 3419 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.4888793537
AVG_RMSE_PER_AREA:  3.54073676438
STD_RMSE:  48.7750931158
CV_RMSE:  3.79652714762
AVG_MAE:  20.9602393023
AVG_MAE_PER_AREA:  1.63149083781
STD_MAE:  13.0642308607
CV_MAE:  1.01688595464



ITERATION 3420 OF 6498
HP:  10
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45447860528
AVG_RMSE_PER_AREA:  1.30913130074
STD_RMSE:  0.282134931148
CV_RMSE:  0.253940943551
AVG_MAE:  1.19117755232
AVG_MAE_PER_AREA:  1.07214214965
STD_MAE:  0.189523369081
CV_MAE:  0.170584134951



ITERATION 3421 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.937863999
AVG_RMSE_PER_AREA:  4.58757095889
STD_RMSE:  30.5498073223
CV_RMSE:  2.37791802014
AVG_MAE:  21.8485990501
AVG_MAE_PER_AREA:  1.70063846386
STD_MAE:  2.82365475542
CV_MAE:  0.219785986037



ITERATION 3422 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.50047810018
AVG_RMSE_PER_AREA:  1.35053402635
STD_RMSE:  0.0212849260754
CV_RMSE:  0.0191579050102
AVG_MAE:  1.23109564756
AVG_MAE_PER_AREA:  1.10807119512
STD_MAE:  0.00689455317398
CV_MAE:  0.00620557451441



ITERATION 3423 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.0563489975
AVG_RMSE_PER_AREA:  4.75246835415
STD_RMSE:  29.3210334337
CV_RMSE:  2.28227343745
AVG_MAE:  21.9835138163
AVG_MAE_PER_AREA:  1.71113988046
STD_MAE:  4.0072014637
CV_MAE:  0.31191020193



ITERATION 3424 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.51502402067
AVG_RMSE_PER_AREA:  1.36362636042
STD_RMSE:  0.0687852089202
CV_RMSE:  0.0619114435225
AVG_MAE:  1.24797839687
AVG_MAE_PER_AREA:  1.1232668367
STD_MAE:  0.0773653813238
CV_MAE:  0.0696341918796



ITERATION 3425 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  59.1991553476
AVG_RMSE_PER_AREA:  4.60790920194
STD_RMSE:  34.3623618807
CV_RMSE:  2.67467741018
AVG_MAE:  22.354699462
AVG_MAE_PER_AREA:  1.74003201148
STD_MAE:  4.68174614083
CV_MAE:  0.364415015667



ITERATION 3426 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.49925291637
AVG_RMSE_PER_AREA:  1.34943127621
STD_RMSE:  0.0709139907864
CV_RMSE:  0.0638274943763
AVG_MAE:  1.23256085387
AVG_MAE_PER_AREA:  1.10938998209
STD_MAE:  0.0585546882552
CV_MAE:  0.0527032676327



ITERATION 3427 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.9650247988
AVG_RMSE_PER_AREA:  4.35617284136
STD_RMSE:  36.8965182675
CV_RMSE:  2.87192959166
AVG_MAE:  21.7112511687
AVG_MAE_PER_AREA:  1.68994765986
STD_MAE:  5.96689992886
CV_MAE:  0.464448063959



ITERATION 3428 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.49578275257
AVG_RMSE_PER_AREA:  1.34630788889
STD_RMSE:  0.102671881645
CV_RMSE:  0.0924117917444
AVG_MAE:  1.22664892268
AVG_MAE_PER_AREA:  1.1040688353
STD_MAE:  0.095767229436
CV_MAE:  0.0861971274001



ITERATION 3429 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.8273703913
AVG_RMSE_PER_AREA:  4.34545817817
STD_RMSE:  38.8913624104
CV_RMSE:  3.02720310238
AVG_MAE:  22.3421182298
AVG_MAE_PER_AREA:  1.73905272089
STD_MAE:  7.15976613311
CV_MAE:  0.557297685326



ITERATION 3430 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.49018026167
AVG_RMSE_PER_AREA:  1.34126525974
STD_RMSE:  0.145076399604
CV_RMSE:  0.130578789561
AVG_MAE:  1.24262637327
AVG_MAE_PER_AREA:  1.11844964544
STD_MAE:  0.11206747277
CV_MAE:  0.100868473325



ITERATION 3431 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.1397148541
AVG_RMSE_PER_AREA:  4.05842060502
STD_RMSE:  42.2152609681
CV_RMSE:  3.28592677268
AVG_MAE:  21.1427202391
AVG_MAE_PER_AREA:  1.64569468216
STD_MAE:  8.86044794006
CV_MAE:  0.689674360327



ITERATION 3432 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.49061293056
AVG_RMSE_PER_AREA:  1.34165469165
STD_RMSE:  0.157771907263
CV_RMSE:  0.142005624164
AVG_MAE:  1.24340479697
AVG_MAE_PER_AREA:  1.11915028059
STD_MAE:  0.111456530018
CV_MAE:  0.10031858261



ITERATION 3433 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.9166865961
AVG_RMSE_PER_AREA:  3.88538583271
STD_RMSE:  44.3766354431
CV_RMSE:  3.45416257391
AVG_MAE:  20.9631105169
AVG_MAE_PER_AREA:  1.63171432574
STD_MAE:  10.0101383441
CV_MAE:  0.779163289028



ITERATION 3434 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48141478156
AVG_RMSE_PER_AREA:  1.33337572163
STD_RMSE:  0.175449973372
CV_RMSE:  0.157917105842
AVG_MAE:  1.23107089017
AVG_MAE_PER_AREA:  1.10804891176
STD_MAE:  0.124402083186
CV_MAE:  0.111970475458



ITERATION 3435 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.2769308751
AVG_RMSE_PER_AREA:  3.67991407207
STD_RMSE:  47.6838558415
CV_RMSE:  3.71158805942
AVG_MAE:  20.7986138326
AVG_MAE_PER_AREA:  1.61891032911
STD_MAE:  11.8069856985
CV_MAE:  0.919025241626



ITERATION 3436 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46656997526
AVG_RMSE_PER_AREA:  1.32001436967
STD_RMSE:  0.220715266702
CV_RMSE:  0.198658999275
AVG_MAE:  1.21975031652
AVG_MAE_PER_AREA:  1.09785961282
STD_MAE:  0.155128272306
CV_MAE:  0.139626169934



ITERATION 3437 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.8290988666
AVG_RMSE_PER_AREA:  3.64505598633
STD_RMSE:  47.3717116196
CV_RMSE:  3.68729156018
AVG_MAE:  21.5048334609
AVG_MAE_PER_AREA:  1.67388063915
STD_MAE:  12.3242183339
CV_MAE:  0.959285292739



ITERATION 3438 OF 6498
HP:  11
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4772042932
AVG_RMSE_PER_AREA:  1.32958599102
STD_RMSE:  0.241592726422
CV_RMSE:  0.217450156395
AVG_MAE:  1.23517705718
AVG_MAE_PER_AREA:  1.11174474595
STD_MAE:  0.163449666287
CV_MAE:  0.14711599982



ITERATION 3439 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.2691454844
AVG_RMSE_PER_AREA:  4.37984480927
STD_RMSE:  31.3133113239
CV_RMSE:  2.4373471977
AVG_MAE:  19.2060521535
AVG_MAE_PER_AREA:  1.49494944533
STD_MAE:  2.85525103466
CV_MAE:  0.222245358725



ITERATION 3440 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43519938933
AVG_RMSE_PER_AREA:  1.29177867351
STD_RMSE:  0.0234301693479
CV_RMSE:  0.0210887722677
AVG_MAE:  1.18298234218
AVG_MAE_PER_AREA:  1.06476589394
STD_MAE:  0.0288642150381
CV_MAE:  0.025979789074



ITERATION 3441 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.2804942902
AVG_RMSE_PER_AREA:  4.61424041493
STD_RMSE:  31.7384564153
CV_RMSE:  2.47043939247
AVG_MAE:  20.6471411841
AVG_MAE_PER_AREA:  1.60712008976
STD_MAE:  5.04299548795
CV_MAE:  0.392533730892



ITERATION 3442 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47689244132
AVG_RMSE_PER_AREA:  1.32930530276
STD_RMSE:  0.0490470079562
CV_RMSE:  0.0441456980461
AVG_MAE:  1.2101530211
AVG_MAE_PER_AREA:  1.08922138342
STD_MAE:  0.042506514942
CV_MAE:  0.0382588021536



ITERATION 3443 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.5911470255
AVG_RMSE_PER_AREA:  4.40490857674
STD_RMSE:  35.7720534344
CV_RMSE:  2.78440415619
AVG_MAE:  20.2428345682
AVG_MAE_PER_AREA:  1.57564990805
STD_MAE:  5.00074592209
CV_MAE:  0.389245133915



ITERATION 3444 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4713410548
AVG_RMSE_PER_AREA:  1.3243086711
STD_RMSE:  0.0712694142686
CV_RMSE:  0.0641474000826
AVG_MAE:  1.20335594292
AVG_MAE_PER_AREA:  1.08310354315
STD_MAE:  0.0668478662405
CV_MAE:  0.0601677011718



ITERATION 3445 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.7651198944
AVG_RMSE_PER_AREA:  4.18493793112
STD_RMSE:  37.1119326305
CV_RMSE:  2.88869688876
AVG_MAE:  19.485082128
AVG_MAE_PER_AREA:  1.51666841716
STD_MAE:  6.16345446006
CV_MAE:  0.479747360506



ITERATION 3446 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45269688187
AVG_RMSE_PER_AREA:  1.3075276265
STD_RMSE:  0.102552970959
CV_RMSE:  0.0923047639061
AVG_MAE:  1.192907041
AVG_MAE_PER_AREA:  1.07369880903
STD_MAE:  0.108249135196
CV_MAE:  0.0974317055255



ITERATION 3447 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.7299296025
AVG_RMSE_PER_AREA:  4.10436139513
STD_RMSE:  39.9995679001
CV_RMSE:  3.1134629526
AVG_MAE:  19.393575689
AVG_MAE_PER_AREA:  1.50954579252
STD_MAE:  6.75152728542
CV_MAE:  0.52552142886



ITERATION 3448 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45826450339
AVG_RMSE_PER_AREA:  1.31253887078
STD_RMSE:  0.117675666736
CV_RMSE:  0.105916235619
AVG_MAE:  1.19372820109
AVG_MAE_PER_AREA:  1.07443790988
STD_MAE:  0.0933234987332
CV_MAE:  0.0839976008192



ITERATION 3449 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.2041039201
AVG_RMSE_PER_AREA:  3.9855950688
STD_RMSE:  41.0432812197
CV_RMSE:  3.19470289904
AVG_MAE:  19.5226604537
AVG_MAE_PER_AREA:  1.51959341687
STD_MAE:  7.81209501971
CV_MAE:  0.608073279362



ITERATION 3450 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44930160543
AVG_RMSE_PER_AREA:  1.30447164297
STD_RMSE:  0.153395560844
CV_RMSE:  0.138066609826
AVG_MAE:  1.19213402465
AVG_MAE_PER_AREA:  1.07300304087
STD_MAE:  0.113458329658
CV_MAE:  0.102120340681



ITERATION 3451 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.5990255203
AVG_RMSE_PER_AREA:  3.78282250118
STD_RMSE:  43.7880351987
CV_RMSE:  3.40834745263
AVG_MAE:  19.2773996435
AVG_MAE_PER_AREA:  1.50050294949
STD_MAE:  9.35791838414
CV_MAE:  0.728396173561



ITERATION 3452 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44312849311
AVG_RMSE_PER_AREA:  1.2989154151
STD_RMSE:  0.180809875492
CV_RMSE:  0.162741388309
AVG_MAE:  1.18559181973
AVG_MAE_PER_AREA:  1.06711460415
STD_MAE:  0.131997158497
CV_MAE:  0.118806568327



ITERATION 3453 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.1427261457
AVG_RMSE_PER_AREA:  3.5137930936
STD_RMSE:  47.0102832442
CV_RMSE:  3.65915890986
AVG_MAE:  18.8930177717
AVG_MAE_PER_AREA:  1.47058365835
STD_MAE:  11.3852063025
CV_MAE:  0.886195023885



ITERATION 3454 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4467775188
AVG_RMSE_PER_AREA:  1.30219979049
STD_RMSE:  0.226595036408
CV_RMSE:  0.20395119851
AVG_MAE:  1.19461108545
AVG_MAE_PER_AREA:  1.07523256684
STD_MAE:  0.167274920177
CV_MAE:  0.150558992781



ITERATION 3455 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.6006195757
AVG_RMSE_PER_AREA:  3.31592209041
STD_RMSE:  48.8803507322
CV_RMSE:  3.80472012836
AVG_MAE:  18.9186127732
AVG_MAE_PER_AREA:  1.4725759071
STD_MAE:  12.1890684368
CV_MAE:  0.948765574158



ITERATION 3456 OF 6498
HP:  11
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44084494991
AVG_RMSE_PER_AREA:  1.29686006834
STD_RMSE:  0.256520601776
CV_RMSE:  0.230886276258
AVG_MAE:  1.19254264417
AVG_MAE_PER_AREA:  1.07337082669
STD_MAE:  0.176491888384
CV_MAE:  0.158854901387



ITERATION 3457 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.2091317442
AVG_RMSE_PER_AREA:  4.45301090954
STD_RMSE:  30.6015559842
CV_RMSE:  2.38194600219
AVG_MAE:  19.5015038475
AVG_MAE_PER_AREA:  1.51794664134
STD_MAE:  2.64733682461
CV_MAE:  0.206061854145



ITERATION 3458 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46204830269
AVG_RMSE_PER_AREA:  1.31594455174
STD_RMSE:  0.0381268526744
CV_RMSE:  0.0343168033229
AVG_MAE:  1.198309509
AVG_MAE_PER_AREA:  1.07856140373
STD_MAE:  0.0225823735037
CV_MAE:  0.0203256973952



ITERATION 3459 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.2409529933
AVG_RMSE_PER_AREA:  4.45548779331
STD_RMSE:  30.8858260618
CV_RMSE:  2.40407285009
AVG_MAE:  19.4019090739
AVG_MAE_PER_AREA:  1.51019444166
STD_MAE:  3.50212208914
CV_MAE:  0.27259612922



ITERATION 3460 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47803980666
AVG_RMSE_PER_AREA:  1.33033801089
STD_RMSE:  0.073579889191
CV_RMSE:  0.0662269872485
AVG_MAE:  1.21488742876
AVG_MAE_PER_AREA:  1.09348267764
STD_MAE:  0.0569750930969
CV_MAE:  0.0512815227842



ITERATION 3461 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.0221037843
AVG_RMSE_PER_AREA:  4.20494089272
STD_RMSE:  37.1297993085
CV_RMSE:  2.89008758478
AVG_MAE:  18.9320780182
AVG_MAE_PER_AREA:  1.47362400696
STD_MAE:  5.3184259169
CV_MAE:  0.413972523399



ITERATION 3462 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47310039204
AVG_RMSE_PER_AREA:  1.32589219625
STD_RMSE:  0.0852913011767
CV_RMSE:  0.076768067709
AVG_MAE:  1.1986915256
AVG_MAE_PER_AREA:  1.07890524509
STD_MAE:  0.0579386162624
CV_MAE:  0.0521487602468



ITERATION 3463 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.3280829532
AVG_RMSE_PER_AREA:  4.07308269086
STD_RMSE:  37.4275598557
CV_RMSE:  2.91326449596
AVG_MAE:  19.0866551174
AVG_MAE_PER_AREA:  1.48565588872
STD_MAE:  5.60970300279
CV_MAE:  0.436644778712



ITERATION 3464 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47659752064
AVG_RMSE_PER_AREA:  1.32903985376
STD_RMSE:  0.112360711473
CV_RMSE:  0.10113240843
AVG_MAE:  1.20711554306
AVG_MAE_PER_AREA:  1.0864874432
STD_MAE:  0.0839723451418
CV_MAE:  0.075580916091



ITERATION 3465 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.590345455
AVG_RMSE_PER_AREA:  4.0156591113
STD_RMSE:  40.3060528136
CV_RMSE:  3.1373189459
AVG_MAE:  19.4399744275
AVG_MAE_PER_AREA:  1.51315735037
STD_MAE:  6.79332363475
CV_MAE:  0.528774748634



ITERATION 3466 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47231864133
AVG_RMSE_PER_AREA:  1.32518856657
STD_RMSE:  0.151578492566
CV_RMSE:  0.136431122752
AVG_MAE:  1.20847712047
AVG_MAE_PER_AREA:  1.087712957
STD_MAE:  0.100703342504
CV_MAE:  0.0906399704218



ITERATION 3467 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.1557683528
AVG_RMSE_PER_AREA:  3.8261579239
STD_RMSE:  41.7317275554
CV_RMSE:  3.24828978194
AVG_MAE:  19.2336574644
AVG_MAE_PER_AREA:  1.49709817136
STD_MAE:  7.76370423729
CV_MAE:  0.604306665966



ITERATION 3468 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4662414798
AVG_RMSE_PER_AREA:  1.31971870105
STD_RMSE:  0.171903227791
CV_RMSE:  0.154724789614
AVG_MAE:  1.20468717512
AVG_MAE_PER_AREA:  1.08430174416
STD_MAE:  0.12009417985
CV_MAE:  0.108093064626



ITERATION 3469 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.6120985254
AVG_RMSE_PER_AREA:  3.62816524079
STD_RMSE:  43.9430540032
CV_RMSE:  3.42041371559
AVG_MAE:  19.1414034632
AVG_MAE_PER_AREA:  1.48991735842
STD_MAE:  8.99062521908
CV_MAE:  0.699807023172



ITERATION 3470 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4701192101
AVG_RMSE_PER_AREA:  1.3232089264
STD_RMSE:  0.178869134683
CV_RMSE:  0.160994587408
AVG_MAE:  1.20659503203
AVG_MAE_PER_AREA:  1.08601894728
STD_MAE:  0.117195694035
CV_MAE:  0.105484227005



ITERATION 3471 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.9178162094
AVG_RMSE_PER_AREA:  3.41844927097
STD_RMSE:  47.1799714203
CV_RMSE:  3.67236699879
AVG_MAE:  18.9916571099
AVG_MAE_PER_AREA:  1.47826148943
STD_MAE:  11.2251982422
CV_MAE:  0.873740410148



ITERATION 3472 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45859492685
AVG_RMSE_PER_AREA:  1.31283627474
STD_RMSE:  0.236239890543
CV_RMSE:  0.212632234033
AVG_MAE:  1.20118301463
AVG_MAE_PER_AREA:  1.08114775746
STD_MAE:  0.170092603087
CV_MAE:  0.153095102202



ITERATION 3473 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.6096629992
AVG_RMSE_PER_AREA:  3.31662600712
STD_RMSE:  47.6986859002
CV_RMSE:  3.71274239285
AVG_MAE:  18.8018167758
AVG_MAE_PER_AREA:  1.46348480862
STD_MAE:  11.4267615803
CV_MAE:  0.889429579271



ITERATION 3474 OF 6498
HP:  11
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43706593762
AVG_RMSE_PER_AREA:  1.29345869602
STD_RMSE:  0.271470489262
CV_RMSE:  0.244342208562
AVG_MAE:  1.19015044207
AVG_MAE_PER_AREA:  1.07121767941
STD_MAE:  0.183334585461
CV_MAE:  0.165013801829



ITERATION 3475 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.8917594302
AVG_RMSE_PER_AREA:  4.35047005449
STD_RMSE:  32.6390503394
CV_RMSE:  2.54053929517
AVG_MAE:  18.6833632025
AVG_MAE_PER_AREA:  1.45426468872
STD_MAE:  3.33029315489
CV_MAE:  0.259221409215



ITERATION 3476 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46765395846
AVG_RMSE_PER_AREA:  1.32099002949
STD_RMSE:  0.0530911556721
CV_RMSE:  0.0477857105843
AVG_MAE:  1.19569958159
AVG_MAE_PER_AREA:  1.07621228862
STD_MAE:  0.0338765275291
CV_MAE:  0.0304912168442



ITERATION 3477 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.5461449971
AVG_RMSE_PER_AREA:  4.47924314985
STD_RMSE:  32.2801816102
CV_RMSE:  2.51260588109
AVG_MAE:  19.410587175
AVG_MAE_PER_AREA:  1.51086992261
STD_MAE:  5.33313057709
CV_MAE:  0.415117096131



ITERATION 3478 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46272070951
AVG_RMSE_PER_AREA:  1.31654976437
STD_RMSE:  0.0800679276628
CV_RMSE:  0.0720666704264
AVG_MAE:  1.18987387641
AVG_MAE_PER_AREA:  1.0709687512
STD_MAE:  0.0700568752529
CV_MAE:  0.0630560311392



ITERATION 3479 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.7112049245
AVG_RMSE_PER_AREA:  4.25857874391
STD_RMSE:  37.3051346337
CV_RMSE:  2.9037352332
AVG_MAE:  19.6910976454
AVG_MAE_PER_AREA:  1.53270413241
STD_MAE:  6.15330116328
CV_MAE:  0.478957054135



ITERATION 3480 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47230503099
AVG_RMSE_PER_AREA:  1.32517631632
STD_RMSE:  0.0841364619628
CV_RMSE:  0.0757286325762
AVG_MAE:  1.20193017836
AVG_MAE_PER_AREA:  1.08182025647
STD_MAE:  0.0582923616359
CV_MAE:  0.0524671555393



ITERATION 3481 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.4931321576
AVG_RMSE_PER_AREA:  4.08592969422
STD_RMSE:  38.5176701586
CV_RMSE:  2.99811586363
AVG_MAE:  19.3475984589
AVG_MAE_PER_AREA:  1.5059670438
STD_MAE:  6.4550923145
CV_MAE:  0.502447697111



ITERATION 3482 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47557725592
AVG_RMSE_PER_AREA:  1.32812154498
STD_RMSE:  0.11873131917
CV_RMSE:  0.106866395792
AVG_MAE:  1.20705412559
AVG_MAE_PER_AREA:  1.08643216322
STD_MAE:  0.0903126119318
CV_MAE:  0.081287594539



ITERATION 3483 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.8339245377
AVG_RMSE_PER_AREA:  4.03461867736
STD_RMSE:  41.4259111563
CV_RMSE:  3.22448582408
AVG_MAE:  19.7600898121
AVG_MAE_PER_AREA:  1.5380743043
STD_MAE:  8.0527705731
CV_MAE:  0.626806842209



ITERATION 3484 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47650637886
AVG_RMSE_PER_AREA:  1.32895781986
STD_RMSE:  0.162689208141
CV_RMSE:  0.146431534914
AVG_MAE:  1.19868317612
AVG_MAE_PER_AREA:  1.07889772997
STD_MAE:  0.104740172282
CV_MAE:  0.09427339631



ITERATION 3485 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.3764007585
AVG_RMSE_PER_AREA:  3.84333137994
STD_RMSE:  42.6210274603
CV_RMSE:  3.31751058739
AVG_MAE:  19.3619606119
AVG_MAE_PER_AREA:  1.50708495666
STD_MAE:  8.86904044652
CV_MAE:  0.690343178816



ITERATION 3486 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46407479108
AVG_RMSE_PER_AREA:  1.3177685314
STD_RMSE:  0.161673711526
CV_RMSE:  0.145517517753
AVG_MAE:  1.19886913353
AVG_MAE_PER_AREA:  1.0790651045
STD_MAE:  0.113777580236
CV_MAE:  0.102407688273



ITERATION 3487 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.8404229205
AVG_RMSE_PER_AREA:  3.64593742141
STD_RMSE:  44.887733337
CV_RMSE:  3.49394511261
AVG_MAE:  19.2397745862
AVG_MAE_PER_AREA:  1.49757431231
STD_MAE:  9.78871028799
CV_MAE:  0.761927901611



ITERATION 3488 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46258205217
AVG_RMSE_PER_AREA:  1.31642496318
STD_RMSE:  0.186634390016
CV_RMSE:  0.167983854061
AVG_MAE:  1.19944497989
AVG_MAE_PER_AREA:  1.07958340603
STD_MAE:  0.128528576859
CV_MAE:  0.11568460505



ITERATION 3489 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.7117382752
AVG_RMSE_PER_AREA:  3.48024611201
STD_RMSE:  47.2615559783
CV_RMSE:  3.67871732986
AVG_MAE:  19.2327689805
AVG_MAE_PER_AREA:  1.49702901407
STD_MAE:  11.8718937312
CV_MAE:  0.924077515077



ITERATION 3490 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44527815957
AVG_RMSE_PER_AREA:  1.30085026352
STD_RMSE:  0.21454816054
CV_RMSE:  0.193108177364
AVG_MAE:  1.1963590664
AVG_MAE_PER_AREA:  1.07680587054
STD_MAE:  0.148134737639
CV_MAE:  0.133331505233



ITERATION 3491 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.8309342265
AVG_RMSE_PER_AREA:  3.33384918739
STD_RMSE:  48.5470505572
CV_RMSE:  3.77877690443
AVG_MAE:  19.5510246215
AVG_MAE_PER_AREA:  1.52180121037
STD_MAE:  12.3630409962
CV_MAE:  0.962307148404



ITERATION 3492 OF 6498
HP:  11
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43136946059
AVG_RMSE_PER_AREA:  1.28833147286
STD_RMSE:  0.263719818565
CV_RMSE:  0.237366069089
AVG_MAE:  1.18893899824
AVG_MAE_PER_AREA:  1.07012729622
STD_MAE:  0.174531821563
CV_MAE:  0.157090705737



ITERATION 3493 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.0128814646
AVG_RMSE_PER_AREA:  4.67124753912
STD_RMSE:  30.0136279406
CV_RMSE:  2.33618320327
AVG_MAE:  20.6624164111
AVG_MAE_PER_AREA:  1.60830907393
STD_MAE:  2.19376781006
CV_MAE:  0.170757214685



ITERATION 3494 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44117622666
AVG_RMSE_PER_AREA:  1.29715824032
STD_RMSE:  0.0250659088179
CV_RMSE:  0.0225610508782
AVG_MAE:  1.17343570225
AVG_MAE_PER_AREA:  1.056173258
STD_MAE:  0.00533369422742
CV_MAE:  0.00480069355187



ITERATION 3495 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.6036839915
AVG_RMSE_PER_AREA:  4.63939666573
STD_RMSE:  30.0644306204
CV_RMSE:  2.34013755252
AVG_MAE:  20.1493558117
AVG_MAE_PER_AREA:  1.56837376332
STD_MAE:  3.54184716986
CV_MAE:  0.2756882268



ITERATION 3496 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.43970448111
AVG_RMSE_PER_AREA:  1.29583356758
STD_RMSE:  0.0831928831858
CV_RMSE:  0.0748793464422
AVG_MAE:  1.17038758332
AVG_MAE_PER_AREA:  1.05342974022
STD_MAE:  0.083170945951
CV_MAE:  0.0748596014142



ITERATION 3497 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.0036548206
AVG_RMSE_PER_AREA:  4.35917970239
STD_RMSE:  36.3020327751
CV_RMSE:  2.82565637788
AVG_MAE:  20.1363981594
AVG_MAE_PER_AREA:  1.56736517316
STD_MAE:  4.69345094085
CV_MAE:  0.365326087039



ITERATION 3498 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44025109878
AVG_RMSE_PER_AREA:  1.29632556127
STD_RMSE:  0.107167543891
CV_RMSE:  0.0964581985749
AVG_MAE:  1.16799202111
AVG_MAE_PER_AREA:  1.05127356862
STD_MAE:  0.0724375665905
CV_MAE:  0.0651988179331



ITERATION 3499 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.8733621099
AVG_RMSE_PER_AREA:  4.27120063999
STD_RMSE:  37.6135162094
CV_RMSE:  2.92773885777
AVG_MAE:  19.8748250197
AVG_MAE_PER_AREA:  1.54700499623
STD_MAE:  5.75618693079
CV_MAE:  0.448046708955



ITERATION 3500 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.42606310703
AVG_RMSE_PER_AREA:  1.2835553878
STD_RMSE:  0.107973617008
CV_RMSE:  0.0971837201085
AVG_MAE:  1.15159753007
AVG_MAE_PER_AREA:  1.03651739325
STD_MAE:  0.0862566480706
CV_MAE:  0.0776369466532



ITERATION 3501 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.0229202004
AVG_RMSE_PER_AREA:  4.12716702578
STD_RMSE:  40.3816671464
CV_RMSE:  3.14320457008
AVG_MAE:  20.0716429796
AVG_MAE_PER_AREA:  1.56232479738
STD_MAE:  6.43156765992
CV_MAE:  0.500616598818



ITERATION 3502 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43062263508
AVG_RMSE_PER_AREA:  1.28765927827
STD_RMSE:  0.151177266785
CV_RMSE:  0.136069991811
AVG_MAE:  1.16479501423
AVG_MAE_PER_AREA:  1.0483960414
STD_MAE:  0.0975840437338
CV_MAE:  0.0878323858744



ITERATION 3503 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.6835335886
AVG_RMSE_PER_AREA:  4.0229126347
STD_RMSE:  42.5058666333
CV_RMSE:  3.30854676635
AVG_MAE:  20.2794672059
AVG_MAE_PER_AREA:  1.57850129786
STD_MAE:  7.69812281497
CV_MAE:  0.599201977603



ITERATION 3504 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43295941616
AVG_RMSE_PER_AREA:  1.2897625428
STD_RMSE:  0.168943622709
CV_RMSE:  0.152060940427
AVG_MAE:  1.16917424716
AVG_MAE_PER_AREA:  1.0523376538
STD_MAE:  0.11816299835
CV_MAE:  0.106354867763



ITERATION 3505 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.7790793815
AVG_RMSE_PER_AREA:  3.8746748429
STD_RMSE:  44.2273283066
CV_RMSE:  3.44254089242
AVG_MAE:  20.1598891266
AVG_MAE_PER_AREA:  1.56919364931
STD_MAE:  9.56945879902
CV_MAE:  0.74486193255



ITERATION 3506 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41869041701
AVG_RMSE_PER_AREA:  1.27691945707
STD_RMSE:  0.181755874016
CV_RMSE:  0.163592852383
AVG_MAE:  1.15035681759
AVG_MAE_PER_AREA:  1.03540066623
STD_MAE:  0.114188431604
CV_MAE:  0.102777482909



ITERATION 3507 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.8402941603
AVG_RMSE_PER_AREA:  3.64592739905
STD_RMSE:  47.4835329271
CV_RMSE:  3.69599544167
AVG_MAE:  20.078871421
AVG_MAE_PER_AREA:  1.56288744057
STD_MAE:  10.9242118484
CV_MAE:  0.850312407407



ITERATION 3508 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42148351868
AVG_RMSE_PER_AREA:  1.27943344167
STD_RMSE:  0.234132168861
CV_RMSE:  0.2107351388
AVG_MAE:  1.15954068272
AVG_MAE_PER_AREA:  1.04366677978
STD_MAE:  0.165300624187
CV_MAE:  0.148781989897



ITERATION 3509 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.9231265042
AVG_RMSE_PER_AREA:  3.49670002525
STD_RMSE:  48.7149704271
CV_RMSE:  3.79184735297
AVG_MAE:  20.0554950866
AVG_MAE_PER_AREA:  1.56106788714
STD_MAE:  12.4818076274
CV_MAE:  0.971551635924



ITERATION 3510 OF 6498
HP:  11
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41184711667
AVG_RMSE_PER_AREA:  1.27076001364
STD_RMSE:  0.280159071756
CV_RMSE:  0.252162533496
AVG_MAE:  1.16054628384
AVG_MAE_PER_AREA:  1.04457189031
STD_MAE:  0.187105514406
CV_MAE:  0.168407898584



ITERATION 3511 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.119964403
AVG_RMSE_PER_AREA:  4.75742001285
STD_RMSE:  29.2589689825
CV_RMSE:  2.27744250103
AVG_MAE:  21.7009681164
AVG_MAE_PER_AREA:  1.68914725366
STD_MAE:  1.67163754738
CV_MAE:  0.130115944926



ITERATION 3512 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47369352031
AVG_RMSE_PER_AREA:  1.3264260527
STD_RMSE:  0.065103202475
CV_RMSE:  0.0585973831648
AVG_MAE:  1.20703720468
AVG_MAE_PER_AREA:  1.08641693324
STD_MAE:  0.0240781870684
CV_MAE:  0.0216720330172



ITERATION 3513 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.3131479593
AVG_RMSE_PER_AREA:  4.38326984816
STD_RMSE:  32.480770039
CV_RMSE:  2.52821916579
AVG_MAE:  19.5900388689
AVG_MAE_PER_AREA:  1.52483797852
STD_MAE:  5.45284636579
CV_MAE:  0.424435463616



ITERATION 3514 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45931821558
AVG_RMSE_PER_AREA:  1.3134872846
STD_RMSE:  0.0892977712355
CV_RMSE:  0.0803741677509
AVG_MAE:  1.18061819164
AVG_MAE_PER_AREA:  1.06263799501
STD_MAE:  0.0776383509274
CV_MAE:  0.0698798833947



ITERATION 3515 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.9020302318
AVG_RMSE_PER_AREA:  4.19559467783
STD_RMSE:  37.4974151489
CV_RMSE:  2.91870185139
AVG_MAE:  18.5288128976
AVG_MAE_PER_AREA:  1.44223489255
STD_MAE:  5.74176173624
CV_MAE:  0.446923889106



ITERATION 3516 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47116392931
AVG_RMSE_PER_AREA:  1.32414924592
STD_RMSE:  0.0806959155285
CV_RMSE:  0.0726319029217
AVG_MAE:  1.18707792112
AVG_MAE_PER_AREA:  1.06845219814
STD_MAE:  0.0704488367818
CV_MAE:  0.0634088236136



ITERATION 3517 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.8698028229
AVG_RMSE_PER_AREA:  4.19308617963
STD_RMSE:  36.4114835886
CV_RMSE:  2.83417574624
AVG_MAE:  20.158603213
AVG_MAE_PER_AREA:  1.56909355713
STD_MAE:  6.0421287342
CV_MAE:  0.470303679674



ITERATION 3518 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45673700667
AVG_RMSE_PER_AREA:  1.31116401813
STD_RMSE:  0.139110474445
CV_RMSE:  0.125209044462
AVG_MAE:  1.18171581329
AVG_MAE_PER_AREA:  1.06362593038
STD_MAE:  0.101512626209
CV_MAE:  0.0913683817061



ITERATION 3519 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.5462771454
AVG_RMSE_PER_AREA:  3.93439153336
STD_RMSE:  41.5623998682
CV_RMSE:  3.23510975254
AVG_MAE:  18.5736622446
AVG_MAE_PER_AREA:  1.44572584977
STD_MAE:  7.45721394569
CV_MAE:  0.580450254052



ITERATION 3520 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47397907329
AVG_RMSE_PER_AREA:  1.32668307013
STD_RMSE:  0.13860740923
CV_RMSE:  0.124756250989
AVG_MAE:  1.20388743311
AVG_MAE_PER_AREA:  1.08358192107
STD_MAE:  0.0990591691917
CV_MAE:  0.0891601007698



ITERATION 3521 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.4080704574
AVG_RMSE_PER_AREA:  3.92363388208
STD_RMSE:  42.528415014
CV_RMSE:  3.310301874
AVG_MAE:  18.1611605416
AVG_MAE_PER_AREA:  1.41361778367
STD_MAE:  7.80587756553
CV_MAE:  0.607589328804



ITERATION 3522 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43405867651
AVG_RMSE_PER_AREA:  1.29075195311
STD_RMSE:  0.197380785759
CV_RMSE:  0.177656353187
AVG_MAE:  1.16888914306
AVG_MAE_PER_AREA:  1.0520810404
STD_MAE:  0.15006830519
CV_MAE:  0.135071849707



ITERATION 3523 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.9641606548
AVG_RMSE_PER_AREA:  3.65556884674
STD_RMSE:  43.4854755272
CV_RMSE:  3.38479699002
AVG_MAE:  18.7177038961
AVG_MAE_PER_AREA:  1.45693767952
STD_MAE:  8.86051020686
CV_MAE:  0.689679207014



ITERATION 3524 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43988376076
AVG_RMSE_PER_AREA:  1.29599493165
STD_RMSE:  0.216106717062
CV_RMSE:  0.194510985985
AVG_MAE:  1.1772922742
AVG_MAE_PER_AREA:  1.05964443937
STD_MAE:  0.154509590151
CV_MAE:  0.139069313222



ITERATION 3525 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.0042259621
AVG_RMSE_PER_AREA:  3.42517518272
STD_RMSE:  47.0712728074
CV_RMSE:  3.66390617978
AVG_MAE:  18.9763621174
AVG_MAE_PER_AREA:  1.47707096675
STD_MAE:  11.2462161881
CV_MAE:  0.875376392716



ITERATION 3526 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41666307493
AVG_RMSE_PER_AREA:  1.27509470903
STD_RMSE:  0.24248556414
CV_RMSE:  0.218253772068
AVG_MAE:  1.16237048023
AVG_MAE_PER_AREA:  1.04621379318
STD_MAE:  0.163716800379
CV_MAE:  0.147356438971



ITERATION 3527 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.7969338976
AVG_RMSE_PER_AREA:  3.40904010435
STD_RMSE:  47.1880859637
CV_RMSE:  3.67299861386
AVG_MAE:  19.3154190036
AVG_MAE_PER_AREA:  1.50346227819
STD_MAE:  12.0322589827
CV_MAE:  0.936559931655



ITERATION 3528 OF 6498
HP:  11
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42877732796
AVG_RMSE_PER_AREA:  1.28599837429
STD_RMSE:  0.267648271669
CV_RMSE:  0.240901948478
AVG_MAE:  1.17533090811
AVG_MAE_PER_AREA:  1.0578790743
STD_MAE:  0.17357762309
CV_MAE:  0.156231861143



ITERATION 3529 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.1934423997
AVG_RMSE_PER_AREA:  4.6853019355
STD_RMSE:  30.7417029691
CV_RMSE:  2.39285468116
AVG_MAE:  20.6359231141
AVG_MAE_PER_AREA:  1.60624690419
STD_MAE:  3.96531897678
CV_MAE:  0.30865017743



ITERATION 3530 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41140187323
AVG_RMSE_PER_AREA:  1.27035926377
STD_RMSE:  0.0612818348094
CV_RMSE:  0.0551578880739
AVG_MAE:  1.13273265723
AVG_MAE_PER_AREA:  1.01953770346
STD_MAE:  0.026110791023
CV_MAE:  0.0235015171012



ITERATION 3531 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.2639693215
AVG_RMSE_PER_AREA:  4.7686289834
STD_RMSE:  30.3321200286
CV_RMSE:  2.36097380399
AVG_MAE:  21.3334011644
AVG_MAE_PER_AREA:  1.6605367924
STD_MAE:  3.72144548455
CV_MAE:  0.289667695292



ITERATION 3532 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.41559229039
AVG_RMSE_PER_AREA:  1.27413092892
STD_RMSE:  0.0829042713996
CV_RMSE:  0.0746195758813
AVG_MAE:  1.13465128491
AVG_MAE_PER_AREA:  1.02126460102
STD_MAE:  0.0368984695266
CV_MAE:  0.0332111735652



ITERATION 3533 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.6417855444
AVG_RMSE_PER_AREA:  4.40885014814
STD_RMSE:  35.4499267805
CV_RMSE:  2.75933065025
AVG_MAE:  19.2288444636
AVG_MAE_PER_AREA:  1.49672353982
STD_MAE:  5.07462828357
CV_MAE:  0.394995945921



ITERATION 3534 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45192416987
AVG_RMSE_PER_AREA:  1.30683213227
STD_RMSE:  0.0865494871706
CV_RMSE:  0.0779005220888
AVG_MAE:  1.14514479717
AVG_MAE_PER_AREA:  1.03070948752
STD_MAE:  0.0456868582372
CV_MAE:  0.0411213309936



ITERATION 3535 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.4931514219
AVG_RMSE_PER_AREA:  4.16376860835
STD_RMSE:  39.4064553758
CV_RMSE:  3.06729660711
AVG_MAE:  18.8256107047
AVG_MAE_PER_AREA:  1.46533686653
STD_MAE:  9.69803055717
CV_MAE:  0.754869625802



ITERATION 3536 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44809040847
AVG_RMSE_PER_AREA:  1.30338148196
STD_RMSE:  0.118016408785
CV_RMSE:  0.10622292702
AVG_MAE:  1.14730384574
AVG_MAE_PER_AREA:  1.0326527805
STD_MAE:  0.0891614573577
CV_MAE:  0.0802514758367



ITERATION 3537 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  49.4317652481
AVG_RMSE_PER_AREA:  3.84764080868
STD_RMSE:  42.0164462558
CV_RMSE:  3.27045154949
AVG_MAE:  17.1624231455
AVG_MAE_PER_AREA:  1.33587864684
STD_MAE:  7.18103196265
CV_MAE:  0.558952962517



ITERATION 3538 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42915133731
AVG_RMSE_PER_AREA:  1.28633500856
STD_RMSE:  0.157106365018
CV_RMSE:  0.141406590131
AVG_MAE:  1.13201618603
AVG_MAE_PER_AREA:  1.01889282984
STD_MAE:  0.100372202689
CV_MAE:  0.0903419216944



ITERATION 3539 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.3518249963
AVG_RMSE_PER_AREA:  3.99709329546
STD_RMSE:  41.9712254707
CV_RMSE:  3.26693168048
AVG_MAE:  18.9514840865
AVG_MAE_PER_AREA:  1.47513452514
STD_MAE:  8.64797499997
CV_MAE:  0.673136015987



ITERATION 3540 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44091731302
AVG_RMSE_PER_AREA:  1.29692520014
STD_RMSE:  0.104990426468
CV_RMSE:  0.0944986423784
AVG_MAE:  1.13083203422
AVG_MAE_PER_AREA:  1.01782701135
STD_MAE:  0.0777253643976
CV_MAE:  0.0699582015336



ITERATION 3541 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.2440901927
AVG_RMSE_PER_AREA:  3.67735783826
STD_RMSE:  45.2567159974
CV_RMSE:  3.52266576895
AVG_MAE:  17.0762439521
AVG_MAE_PER_AREA:  1.32917068123
STD_MAE:  8.71909658195
CV_MAE:  0.678671936054



ITERATION 3542 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43312079847
AVG_RMSE_PER_AREA:  1.28990779803
STD_RMSE:  0.173674812273
CV_RMSE:  0.156319338127
AVG_MAE:  1.1334677086
AVG_MAE_PER_AREA:  1.02019930051
STD_MAE:  0.111655601152
CV_MAE:  0.100497760394



ITERATION 3543 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.1519687728
AVG_RMSE_PER_AREA:  3.67018734511
STD_RMSE:  47.5356497722
CV_RMSE:  3.70005208215
AVG_MAE:  18.784240842
AVG_MAE_PER_AREA:  1.46211674337
STD_MAE:  10.1370952333
CV_MAE:  0.789045285058



ITERATION 3544 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43005780717
AVG_RMSE_PER_AREA:  1.2871508941
STD_RMSE:  0.231559450736
CV_RMSE:  0.208419514622
AVG_MAE:  1.14399457687
AVG_MAE_PER_AREA:  1.02967420973
STD_MAE:  0.15320049343
CV_MAE:  0.137891035668



ITERATION 3545 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.8006846882
AVG_RMSE_PER_AREA:  3.48716947084
STD_RMSE:  49.1600217853
CV_RMSE:  3.82648900009
AVG_MAE:  19.3869937821
AVG_MAE_PER_AREA:  1.50903347391
STD_MAE:  12.6651608043
CV_MAE:  0.985823373179



ITERATION 3546 OF 6498
HP:  11
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43239365339
AVG_RMSE_PER_AREA:  1.28925331719
STD_RMSE:  0.291102350027
CV_RMSE:  0.262012240508
AVG_MAE:  1.1495536766
AVG_MAE_PER_AREA:  1.03467778382
STD_MAE:  0.197568904315
CV_MAE:  0.177825672892



ITERATION 3547 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.7773438567
AVG_RMSE_PER_AREA:  4.2637268274
STD_RMSE:  34.4330562876
CV_RMSE:  2.68018008005
AVG_MAE:  12.8646973771
AVG_MAE_PER_AREA:  1.00135478413
STD_MAE:  4.18074001679
CV_MAE:  0.325417994246



ITERATION 3548 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.68390651099
AVG_RMSE_PER_AREA:  1.51563227748
STD_RMSE:  0.108823516456
CV_RMSE:  0.0979486883697
AVG_MAE:  1.10547751409
AVG_MAE_PER_AREA:  0.995006190338
STD_MAE:  0.0366883594139
CV_MAE:  0.0330220599377



ITERATION 3549 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.6916109327
AVG_RMSE_PER_AREA:  4.25705359824
STD_RMSE:  34.1134151544
CV_RMSE:  2.65530004062
AVG_MAE:  13.1446786102
AVG_MAE_PER_AREA:  1.02314779947
STD_MAE:  4.53732985112
CV_MAE:  0.353174025042



ITERATION 3550 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.69630249679
AVG_RMSE_PER_AREA:  1.5267895217
STD_RMSE:  0.115970678757
CV_RMSE:  0.104381628563
AVG_MAE:  1.11159792112
AVG_MAE_PER_AREA:  1.00051497979
STD_MAE:  0.0865067113274
CV_MAE:  0.0778620208726



ITERATION 3551 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.3203781876
AVG_RMSE_PER_AREA:  3.99464555717
STD_RMSE:  39.4622964354
CV_RMSE:  3.07164313083
AVG_MAE:  12.8980836342
AVG_MAE_PER_AREA:  1.00395348408
STD_MAE:  6.00455048494
CV_MAE:  0.467378685905



ITERATION 3552 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.70861495804
AVG_RMSE_PER_AREA:  1.53787158805
STD_RMSE:  0.157938832294
CV_RMSE:  0.142155868232
AVG_MAE:  1.11178295732
AVG_MAE_PER_AREA:  1.00068152517
STD_MAE:  0.125367861737
CV_MAE:  0.112839742923



ITERATION 3553 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.8103859359
AVG_RMSE_PER_AREA:  3.9549490788
STD_RMSE:  39.8184368041
CV_RMSE:  3.09936417638
AVG_MAE:  12.8343062812
AVG_MAE_PER_AREA:  0.998989219801
STD_MAE:  5.77244615391
CV_MAE:  0.449312284848



ITERATION 3554 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.69388665101
AVG_RMSE_PER_AREA:  1.52461509347
STD_RMSE:  0.140082001651
CV_RMSE:  0.126083486114
AVG_MAE:  1.09943774208
AVG_MAE_PER_AREA:  0.989569977963
STD_MAE:  0.137072250098
CV_MAE:  0.123374501636



ITERATION 3555 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.7483274903
AVG_RMSE_PER_AREA:  3.71660636588
STD_RMSE:  43.5540419821
CV_RMSE:  3.3901340256
AVG_MAE:  12.8792594954
AVG_MAE_PER_AREA:  1.00248826178
STD_MAE:  8.0067624776
CV_MAE:  0.623225691002



ITERATION 3556 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.67912307578
AVG_RMSE_PER_AREA:  1.51132685508
STD_RMSE:  0.189297738966
CV_RMSE:  0.170381052248
AVG_MAE:  1.10375488138
AVG_MAE_PER_AREA:  0.993455701803
STD_MAE:  0.189650168097
CV_MAE:  0.170698262831



ITERATION 3557 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.1654990389
AVG_RMSE_PER_AREA:  3.67124050603
STD_RMSE:  44.429894778
CV_RMSE:  3.45830814285
AVG_MAE:  12.9466555302
AVG_MAE_PER_AREA:  1.00773419488
STD_MAE:  7.7469116253
CV_MAE:  0.602999572464



ITERATION 3558 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.67645674573
AVG_RMSE_PER_AREA:  1.5089269737
STD_RMSE:  0.211357822679
CV_RMSE:  0.190236652723
AVG_MAE:  1.11017207093
AVG_MAE_PER_AREA:  0.999231616047
STD_MAE:  0.151908599483
CV_MAE:  0.1367282418



ITERATION 3559 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.8857496994
AVG_RMSE_PER_AREA:  3.41595329673
STD_RMSE:  47.1691313189
CV_RMSE:  3.67152323332
AVG_MAE:  12.8812065699
AVG_MAE_PER_AREA:  1.00263981702
STD_MAE:  8.93596859203
CV_MAE:  0.695552692629



ITERATION 3560 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.69908223146
AVG_RMSE_PER_AREA:  1.52929147508
STD_RMSE:  0.204137981073
CV_RMSE:  0.183738296131
AVG_MAE:  1.10342241545
AVG_MAE_PER_AREA:  0.993156459477
STD_MAE:  0.161903398328
CV_MAE:  0.145724251754



ITERATION 3561 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.2860726175
AVG_RMSE_PER_AREA:  3.21360115375
STD_RMSE:  49.8452255524
CV_RMSE:  3.87982348982
AVG_MAE:  12.9199622161
AVG_MAE_PER_AREA:  1.00565645633
STD_MAE:  11.0107313905
CV_MAE:  0.857046864883



ITERATION 3562 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.69042943889
AVG_RMSE_PER_AREA:  1.52150336355
STD_RMSE:  0.318900762489
CV_RMSE:  0.287032733578
AVG_MAE:  1.11213804514
AVG_MAE_PER_AREA:  1.00100112875
STD_MAE:  0.263463710382
CV_MAE:  0.237135554018



ITERATION 3563 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  38.0456445289
AVG_RMSE_PER_AREA:  2.96137460896
STD_RMSE:  51.7480188278
CV_RMSE:  4.027931999
AVG_MAE:  12.8601307629
AVG_MAE_PER_AREA:  1.00099933069
STD_MAE:  12.5540291096
CV_MAE:  0.977173169378



ITERATION 3564 OF 6498
HP:  11
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.65351126212
AVG_RMSE_PER_AREA:  1.4882744521
STD_RMSE:  0.363898051366
CV_RMSE:  0.327533404475
AVG_MAE:  1.1065981153
AVG_MAE_PER_AREA:  0.9960148089
STD_MAE:  0.25881324381
CV_MAE:  0.232949812591



ITERATION 3565 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.8483734243
AVG_RMSE_PER_AREA:  4.34709299995
STD_RMSE:  32.1493991498
CV_RMSE:  2.50242611248
AVG_MAE:  19.5162829294
AVG_MAE_PER_AREA:  1.51909700688
STD_MAE:  3.78854357294
CV_MAE:  0.29489043702



ITERATION 3566 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45106978141
AVG_RMSE_PER_AREA:  1.30606312359
STD_RMSE:  0.0318916995311
CV_RMSE:  0.028704734424
AVG_MAE:  1.181234244
AVG_MAE_PER_AREA:  1.06319248473
STD_MAE:  0.0319162476226
CV_MAE:  0.0287268294036



ITERATION 3567 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.4973590386
AVG_RMSE_PER_AREA:  4.55328319163
STD_RMSE:  32.0931154335
CV_RMSE:  2.49804513353
AVG_MAE:  20.3030493584
AVG_MAE_PER_AREA:  1.58033687164
STD_MAE:  5.41479338078
CV_MAE:  0.421473517644



ITERATION 3568 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46913028107
AVG_RMSE_PER_AREA:  1.3223188219
STD_RMSE:  0.101567153405
CV_RMSE:  0.091417459952
AVG_MAE:  1.20020910964
AVG_MAE_PER_AREA:  1.08027117564
STD_MAE:  0.101112810466
CV_MAE:  0.091008519896



ITERATION 3569 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.6499677298
AVG_RMSE_PER_AREA:  4.25381219899
STD_RMSE:  37.8295899525
CV_RMSE:  2.94455747931
AVG_MAE:  19.745353717
AVG_MAE_PER_AREA:  1.53692728475
STD_MAE:  6.68824435285
CV_MAE:  0.520595648998



ITERATION 3570 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46269828043
AVG_RMSE_PER_AREA:  1.31652957665
STD_RMSE:  0.112819405024
CV_RMSE:  0.101545264338
AVG_MAE:  1.18743157778
AVG_MAE_PER_AREA:  1.06877051359
STD_MAE:  0.078390146356
CV_MAE:  0.0705565512561



ITERATION 3571 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.6593433719
AVG_RMSE_PER_AREA:  4.09886714542
STD_RMSE:  38.6776883719
CV_RMSE:  3.01057126765
AVG_MAE:  19.6316358687
AVG_MAE_PER_AREA:  1.52807578144
STD_MAE:  7.45556126687
CV_MAE:  0.580321613804



ITERATION 3572 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44756141515
AVG_RMSE_PER_AREA:  1.30290535141
STD_RMSE:  0.122667978549
CV_RMSE:  0.110409661396
AVG_MAE:  1.18293864074
AVG_MAE_PER_AREA:  1.06472655963
STD_MAE:  0.0910454875516
CV_MAE:  0.0819472332645



ITERATION 3573 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.8694520627
AVG_RMSE_PER_AREA:  4.11522146272
STD_RMSE:  40.485794969
CV_RMSE:  3.15130961058
AVG_MAE:  19.9619988345
AVG_MAE_PER_AREA:  1.5537903806
STD_MAE:  7.29927638423
CV_MAE:  0.568156802591



ITERATION 3574 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44476045455
AVG_RMSE_PER_AREA:  1.30038429322
STD_RMSE:  0.142144480167
CV_RMSE:  0.127939859369
AVG_MAE:  1.17292407157
AVG_MAE_PER_AREA:  1.05571275502
STD_MAE:  0.0984279101586
CV_MAE:  0.0885919239977



ITERATION 3575 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.5416999644
AVG_RMSE_PER_AREA:  3.85619784277
STD_RMSE:  43.0139158054
CV_RMSE:  3.34809200042
AVG_MAE:  19.7268682961
AVG_MAE_PER_AREA:  1.53548842738
STD_MAE:  9.78298609672
CV_MAE:  0.761482345361



ITERATION 3576 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4466641045
AVG_RMSE_PER_AREA:  1.30209770978
STD_RMSE:  0.157561962454
CV_RMSE:  0.141816659321
AVG_MAE:  1.17873668451
AVG_MAE_PER_AREA:  1.06094450852
STD_MAE:  0.11173082028
CV_MAE:  0.100565462809



ITERATION 3577 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.0293581324
AVG_RMSE_PER_AREA:  3.66064364985
STD_RMSE:  45.1341821185
CV_RMSE:  3.51312804861
AVG_MAE:  19.5303165775
AVG_MAE_PER_AREA:  1.52018934976
STD_MAE:  11.2098888377
CV_MAE:  0.872548765682



ITERATION 3578 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44069763477
AVG_RMSE_PER_AREA:  1.29672747453
STD_RMSE:  0.199816916132
CV_RMSE:  0.179849038945
AVG_MAE:  1.17863259486
AVG_MAE_PER_AREA:  1.06085082063
STD_MAE:  0.142973853734
CV_MAE:  0.128686352918



ITERATION 3579 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.5818295173
AVG_RMSE_PER_AREA:  3.47013435015
STD_RMSE:  47.8009838016
CV_RMSE:  3.72070499701
AVG_MAE:  19.5618715982
AVG_MAE_PER_AREA:  1.52264551099
STD_MAE:  12.528714541
CV_MAE:  0.975202748807



ITERATION 3580 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43547898815
AVG_RMSE_PER_AREA:  1.29203033178
STD_RMSE:  0.238377360629
CV_RMSE:  0.214556104885
AVG_MAE:  1.17915804685
AVG_MAE_PER_AREA:  1.06132376376
STD_MAE:  0.178865355494
CV_MAE:  0.160991185876



ITERATION 3581 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.7801591193
AVG_RMSE_PER_AREA:  3.40773439897
STD_RMSE:  48.3900146454
CV_RMSE:  3.76655363505
AVG_MAE:  19.7141127029
AVG_MAE_PER_AREA:  1.53449556498
STD_MAE:  12.9314206324
CV_MAE:  1.00654834983



ITERATION 3582 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43294665056
AVG_RMSE_PER_AREA:  1.28975105287
STD_RMSE:  0.247413700237
CV_RMSE:  0.222689435263
AVG_MAE:  1.17652550403
AVG_MAE_PER_AREA:  1.05895429321
STD_MAE:  0.166739327454
CV_MAE:  0.150076922302



ITERATION 3583 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  64.4444741629
AVG_RMSE_PER_AREA:  5.01619125755
STD_RMSE:  26.7444224026
CV_RMSE:  2.08171669622
AVG_MAE:  21.9083380688
AVG_MAE_PER_AREA:  1.70528839463
STD_MAE:  1.38332988336
CV_MAE:  0.107674821734



ITERATION 3584 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45361796417
AVG_RMSE_PER_AREA:  1.30835666425
STD_RMSE:  0.0400393855363
CV_RMSE:  0.0360382151224
AVG_MAE:  1.18355742123
AVG_MAE_PER_AREA:  1.06528350485
STD_MAE:  0.0172383338949
CV_MAE:  0.0155156922848



ITERATION 3585 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.2770770011
AVG_RMSE_PER_AREA:  4.76964925129
STD_RMSE:  24.6465902955
CV_RMSE:  1.91842686863
AVG_MAE:  22.1113111209
AVG_MAE_PER_AREA:  1.72108729225
STD_MAE:  2.59526575529
CV_MAE:  0.202008776731



ITERATION 3586 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4553481292
AVG_RMSE_PER_AREA:  1.30991393239
STD_RMSE:  0.103758867843
CV_RMSE:  0.093390154472
AVG_MAE:  1.19222937051
AVG_MAE_PER_AREA:  1.07308885874
STD_MAE:  0.0856669449321
CV_MAE:  0.0771061730592



ITERATION 3587 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.6082086967
AVG_RMSE_PER_AREA:  4.32839919847
STD_RMSE:  32.4239593912
CV_RMSE:  2.52379717184
AVG_MAE:  20.8593663482
AVG_MAE_PER_AREA:  1.62363914786
STD_MAE:  5.16922970145
CV_MAE:  0.402359475712



ITERATION 3588 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.42685835465
AVG_RMSE_PER_AREA:  1.28427116564
STD_RMSE:  0.133371803208
CV_RMSE:  0.120043843603
AVG_MAE:  1.17993879444
AVG_MAE_PER_AREA:  1.06202649056
STD_MAE:  0.111236296894
CV_MAE:  0.100120357573



ITERATION 3589 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.6013165128
AVG_RMSE_PER_AREA:  4.32786272869
STD_RMSE:  32.9625968869
CV_RMSE:  2.56572332195
AVG_MAE:  21.0135969495
AVG_MAE_PER_AREA:  1.63564405912
STD_MAE:  5.47171190839
CV_MAE:  0.425903908679



ITERATION 3590 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43410700547
AVG_RMSE_PER_AREA:  1.29079545252
STD_RMSE:  0.13764951244
CV_RMSE:  0.123894077653
AVG_MAE:  1.17556365659
AVG_MAE_PER_AREA:  1.05808856402
STD_MAE:  0.10582224952
CV_MAE:  0.0952473406333



ITERATION 3591 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.0677405674
AVG_RMSE_PER_AREA:  4.28633055658
STD_RMSE:  35.4361082397
CV_RMSE:  2.75825505076
AVG_MAE:  21.5604570479
AVG_MAE_PER_AREA:  1.67821023536
STD_MAE:  6.49336010787
CV_MAE:  0.505426363211



ITERATION 3592 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42662891653
AVG_RMSE_PER_AREA:  1.28406465547
STD_RMSE:  0.168689053955
CV_RMSE:  0.151831810948
AVG_MAE:  1.17198017959
AVG_MAE_PER_AREA:  1.05486318698
STD_MAE:  0.123775518899
CV_MAE:  0.111406524282



ITERATION 3593 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.8579860181
AVG_RMSE_PER_AREA:  4.11432897544
STD_RMSE:  36.5943522693
CV_RMSE:  2.84840977156
AVG_MAE:  20.9420995252
AVG_MAE_PER_AREA:  1.63007888446
STD_MAE:  6.98996541184
CV_MAE:  0.544080836176



ITERATION 3594 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42803126139
AVG_RMSE_PER_AREA:  1.28532686279
STD_RMSE:  0.161252673573
CV_RMSE:  0.145138554487
AVG_MAE:  1.17616570602
AVG_MAE_PER_AREA:  1.05863045013
STD_MAE:  0.114309124502
CV_MAE:  0.102886114862



ITERATION 3595 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.7603255778
AVG_RMSE_PER_AREA:  3.95105250995
STD_RMSE:  39.1736882631
CV_RMSE:  3.04917861684
AVG_MAE:  20.9337193787
AVG_MAE_PER_AREA:  1.62942659552
STD_MAE:  8.34359098708
CV_MAE:  0.649443551361



ITERATION 3596 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42836330847
AVG_RMSE_PER_AREA:  1.28562572812
STD_RMSE:  0.181717913743
CV_RMSE:  0.163558685513
AVG_MAE:  1.17365131575
AVG_MAE_PER_AREA:  1.05636732505
STD_MAE:  0.131175638964
CV_MAE:  0.118067143951



ITERATION 3597 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.1966152238
AVG_RMSE_PER_AREA:  3.75149992408
STD_RMSE:  41.8482744786
CV_RMSE:  3.25736149313
AVG_MAE:  20.6034029518
AVG_MAE_PER_AREA:  1.60371561884
STD_MAE:  10.0811430715
CV_MAE:  0.784690113437



ITERATION 3598 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41197714335
AVG_RMSE_PER_AREA:  1.27087704664
STD_RMSE:  0.226996752246
CV_RMSE:  0.204312770537
AVG_MAE:  1.16637290348
AVG_MAE_PER_AREA:  1.04981625081
STD_MAE:  0.173210991251
CV_MAE:  0.15590186714



ITERATION 3599 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.746640006
AVG_RMSE_PER_AREA:  3.63863760181
STD_RMSE:  43.1733626471
CV_RMSE:  3.36050293036
AVG_MAE:  20.5780002812
AVG_MAE_PER_AREA:  1.60173834063
STD_MAE:  11.5906273833
CV_MAE:  0.902184469731



ITERATION 3600 OF 6498
HP:  11
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40932191433
AVG_RMSE_PER_AREA:  1.26848715696
STD_RMSE:  0.244531876671
CV_RMSE:  0.220095594818
AVG_MAE:  1.16620119229
AVG_MAE_PER_AREA:  1.04966169887
STD_MAE:  0.167165852969
CV_MAE:  0.150460824754



ITERATION 3601 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.8935557306
AVG_RMSE_PER_AREA:  4.35060987387
STD_RMSE:  31.9945527538
CV_RMSE:  2.49037326935
AVG_MAE:  19.5407462411
AVG_MAE_PER_AREA:  1.52100116781
STD_MAE:  3.5894802421
CV_MAE:  0.279395861995



ITERATION 3602 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45243857791
AVG_RMSE_PER_AREA:  1.30729513507
STD_RMSE:  0.0284692862103
CV_RMSE:  0.0256243258254
AVG_MAE:  1.18977428478
AVG_MAE_PER_AREA:  1.07087911185
STD_MAE:  0.0320895848366
CV_MAE:  0.0288828448799



ITERATION 3603 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.3628568146
AVG_RMSE_PER_AREA:  4.54281388624
STD_RMSE:  32.1504923896
CV_RMSE:  2.50251120745
AVG_MAE:  20.2334876434
AVG_MAE_PER_AREA:  1.57492236759
STD_MAE:  5.36201239332
CV_MAE:  0.417365182037



ITERATION 3604 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47889755001
AVG_RMSE_PER_AREA:  1.33111003921
STD_RMSE:  0.105375235092
CV_RMSE:  0.0948449967437
AVG_MAE:  1.20662435396
AVG_MAE_PER_AREA:  1.08604533904
STD_MAE:  0.103186902604
CV_MAE:  0.0928753462131



ITERATION 3605 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.0189515143
AVG_RMSE_PER_AREA:  4.20469552817
STD_RMSE:  37.7538834737
CV_RMSE:  2.93866468272
AVG_MAE:  19.4946717666
AVG_MAE_PER_AREA:  1.51741484983
STD_MAE:  6.64797708355
CV_MAE:  0.51746134886



ITERATION 3606 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46166342862
AVG_RMSE_PER_AREA:  1.31559813848
STD_RMSE:  0.106618838655
CV_RMSE:  0.095964325928
AVG_MAE:  1.19149093723
AVG_MAE_PER_AREA:  1.07242421773
STD_MAE:  0.0787453349913
CV_MAE:  0.070876245584



ITERATION 3607 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.1095422514
AVG_RMSE_PER_AREA:  4.13390946229
STD_RMSE:  38.6517257919
CV_RMSE:  3.00855040754
AVG_MAE:  20.1736381052
AVG_MAE_PER_AREA:  1.57026383427
STD_MAE:  7.6988014404
CV_MAE:  0.599254800052



ITERATION 3608 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4598382652
AVG_RMSE_PER_AREA:  1.31395536522
STD_RMSE:  0.119662475916
CV_RMSE:  0.10770450124
AVG_MAE:  1.19032831367
AVG_MAE_PER_AREA:  1.07137777615
STD_MAE:  0.0836303142701
CV_MAE:  0.07527306466



ITERATION 3609 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.6136240472
AVG_RMSE_PER_AREA:  4.09530847139
STD_RMSE:  40.7536647434
CV_RMSE:  3.17215990129
AVG_MAE:  20.0316670095
AVG_MAE_PER_AREA:  1.55921317122
STD_MAE:  7.23346895632
CV_MAE:  0.563034522537



ITERATION 3610 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45553649824
AVG_RMSE_PER_AREA:  1.31008347754
STD_RMSE:  0.135848153318
CV_RMSE:  0.122272729906
AVG_MAE:  1.18318469277
AVG_MAE_PER_AREA:  1.06494802347
STD_MAE:  0.0880363260287
CV_MAE:  0.0792387798543



ITERATION 3611 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.6286644022
AVG_RMSE_PER_AREA:  3.86296692978
STD_RMSE:  43.0909067664
CV_RMSE:  3.35408477778
AVG_MAE:  19.8777176015
AVG_MAE_PER_AREA:  1.54723014732
STD_MAE:  9.95307636977
CV_MAE:  0.774721732473



ITERATION 3612 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46172878859
AVG_RMSE_PER_AREA:  1.31565696696
STD_RMSE:  0.172858035066
CV_RMSE:  0.155584182172
AVG_MAE:  1.19570141614
AVG_MAE_PER_AREA:  1.07621393984
STD_MAE:  0.125047244873
CV_MAE:  0.112551165579



ITERATION 3613 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.0375694959
AVG_RMSE_PER_AREA:  3.66128280115
STD_RMSE:  45.22521473
CV_RMSE:  3.52021379174
AVG_MAE:  19.68510685
AVG_MAE_PER_AREA:  1.53223782439
STD_MAE:  11.2381152452
CV_MAE:  0.874745836268



ITERATION 3614 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45246073231
AVG_RMSE_PER_AREA:  1.30731507556
STD_RMSE:  0.197676991493
CV_RMSE:  0.177922958825
AVG_MAE:  1.19126460726
AVG_MAE_PER_AREA:  1.07222050512
STD_MAE:  0.138865548609
CV_MAE:  0.124988594276



ITERATION 3615 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.5952433211
AVG_RMSE_PER_AREA:  3.47117844596
STD_RMSE:  47.4453576707
CV_RMSE:  3.6930239784
AVG_MAE:  19.6993436242
AVG_MAE_PER_AREA:  1.53334597808
STD_MAE:  12.5075831022
CV_MAE:  0.973557932241



ITERATION 3616 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43983426909
AVG_RMSE_PER_AREA:  1.29595038573
STD_RMSE:  0.237512102553
CV_RMSE:  0.213777312797
AVG_MAE:  1.18520270187
AVG_MAE_PER_AREA:  1.06676437117
STD_MAE:  0.174995943432
CV_MAE:  0.157508447507



ITERATION 3617 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.7530537419
AVG_RMSE_PER_AREA:  3.40562458647
STD_RMSE:  48.3483678993
CV_RMSE:  3.76331196
AVG_MAE:  19.7553116749
AVG_MAE_PER_AREA:  1.53770238645
STD_MAE:  12.8212884273
CV_MAE:  0.99797594371



ITERATION 3618 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43844443757
AVG_RMSE_PER_AREA:  1.29469944128
STD_RMSE:  0.24659426961
CV_RMSE:  0.221951891048
AVG_MAE:  1.18255870515
AVG_MAE_PER_AREA:  1.06438459133
STD_MAE:  0.166622732554
CV_MAE:  0.149971978831



ITERATION 3619 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.7061476141
AVG_RMSE_PER_AREA:  4.72520958386
STD_RMSE:  29.23167162
CV_RMSE:  2.27531774491
AVG_MAE:  21.4264586108
AVG_MAE_PER_AREA:  1.66778014345
STD_MAE:  2.02848904233
CV_MAE:  0.157892342708



ITERATION 3620 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44540055543
AVG_RMSE_PER_AREA:  1.30096042826
STD_RMSE:  0.0404152495859
CV_RMSE:  0.0363765187526
AVG_MAE:  1.18021449259
AVG_MAE_PER_AREA:  1.06227463795
STD_MAE:  0.034926197842
CV_MAE:  0.0314359926951



ITERATION 3621 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.1011497032
AVG_RMSE_PER_AREA:  4.60028069595
STD_RMSE:  28.5365674302
CV_RMSE:  2.22121263185
AVG_MAE:  21.4671764716
AVG_MAE_PER_AREA:  1.67094951646
STD_MAE:  2.4114045398
CV_MAE:  0.187697495062



ITERATION 3622 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46002003865
AVG_RMSE_PER_AREA:  1.31411897389
STD_RMSE:  0.107662765679
CV_RMSE:  0.0969039324215
AVG_MAE:  1.20174528444
AVG_MAE_PER_AREA:  1.08165383916
STD_MAE:  0.107880277428
CV_MAE:  0.0970997080336



ITERATION 3623 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.3023286566
AVG_RMSE_PER_AREA:  4.38242770161
STD_RMSE:  33.538354381
CV_RMSE:  2.61053879675
AVG_MAE:  20.9110226371
AVG_MAE_PER_AREA:  1.62765993984
STD_MAE:  4.01520892228
CV_MAE:  0.312533481805



ITERATION 3624 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45296601088
AVG_RMSE_PER_AREA:  1.30776986121
STD_RMSE:  0.105304804105
CV_RMSE:  0.0947816039867
AVG_MAE:  1.19963624582
AVG_MAE_PER_AREA:  1.07975555859
STD_MAE:  0.0958656363682
CV_MAE:  0.0862857004424



ITERATION 3625 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.1131685498
AVG_RMSE_PER_AREA:  4.28986655328
STD_RMSE:  35.3164128543
CV_RMSE:  2.74893827142
AVG_MAE:  20.9163163089
AVG_MAE_PER_AREA:  1.62807198556
STD_MAE:  5.34442287442
CV_MAE:  0.415996059361



ITERATION 3626 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45002880485
AVG_RMSE_PER_AREA:  1.30512617272
STD_RMSE:  0.121869058235
CV_RMSE:  0.10969057788
AVG_MAE:  1.18545510046
AVG_MAE_PER_AREA:  1.06699154735
STD_MAE:  0.104901353774
CV_MAE:  0.0944184707955



ITERATION 3627 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.8734484821
AVG_RMSE_PER_AREA:  4.11553253367
STD_RMSE:  38.3562777688
CV_RMSE:  2.98555349726
AVG_MAE:  20.5510007884
AVG_MAE_PER_AREA:  1.59963676992
STD_MAE:  6.65305909778
CV_MAE:  0.517856919709



ITERATION 3628 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44430111942
AVG_RMSE_PER_AREA:  1.29997085984
STD_RMSE:  0.157022792778
CV_RMSE:  0.141331369337
AVG_MAE:  1.18404609314
AVG_MAE_PER_AREA:  1.06572334335
STD_MAE:  0.123780138317
CV_MAE:  0.111410682077



ITERATION 3629 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.7375557305
AVG_RMSE_PER_AREA:  4.10495499321
STD_RMSE:  38.9657465346
CV_RMSE:  3.0329929703
AVG_MAE:  20.7957200633
AVG_MAE_PER_AREA:  1.61868508559
STD_MAE:  6.99018495049
CV_MAE:  0.544097924497



ITERATION 3630 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44953798375
AVG_RMSE_PER_AREA:  1.3046843998
STD_RMSE:  0.152660077115
CV_RMSE:  0.137404623622
AVG_MAE:  1.19394300672
AVG_MAE_PER_AREA:  1.0746312498
STD_MAE:  0.11646386468
CV_MAE:  0.104825529991



ITERATION 3631 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.3488864622
AVG_RMSE_PER_AREA:  3.84118973825
STD_RMSE:  42.1755333332
CV_RMSE:  3.28283447629
AVG_MAE:  20.3815651133
AVG_MAE_PER_AREA:  1.58644833501
STD_MAE:  8.18998794795
CV_MAE:  0.637487487912



ITERATION 3632 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44733307735
AVG_RMSE_PER_AREA:  1.3026998316
STD_RMSE:  0.175861537728
CV_RMSE:  0.158287542216
AVG_MAE:  1.18983540356
AVG_MAE_PER_AREA:  1.07093412298
STD_MAE:  0.131876788435
CV_MAE:  0.118698226949



ITERATION 3633 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.3181751023
AVG_RMSE_PER_AREA:  3.68312441609
STD_RMSE:  45.0356910313
CV_RMSE:  3.50546175701
AVG_MAE:  20.6049611402
AVG_MAE_PER_AREA:  1.60383690419
STD_MAE:  10.0405892019
CV_MAE:  0.781533505075



ITERATION 3634 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44162925557
AVG_RMSE_PER_AREA:  1.29756599766
STD_RMSE:  0.224607700984
CV_RMSE:  0.202162459233
AVG_MAE:  1.19300142718
AVG_MAE_PER_AREA:  1.07378376312
STD_MAE:  0.161751259131
CV_MAE:  0.14558731596



ITERATION 3635 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.1035974872
AVG_RMSE_PER_AREA:  3.51074741998
STD_RMSE:  46.3937657708
CV_RMSE:  3.61117078365
AVG_MAE:  20.2649557094
AVG_MAE_PER_AREA:  1.57737176049
STD_MAE:  11.7184477547
CV_MAE:  0.912133676981



ITERATION 3636 OF 6498
HP:  11
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43174696685
AVG_RMSE_PER_AREA:  1.2886712546
STD_RMSE:  0.234088441776
CV_RMSE:  0.210695781402
AVG_MAE:  1.18690616429
AVG_MAE_PER_AREA:  1.06829760511
STD_MAE:  0.158568566556
CV_MAE:  0.142722672605



ITERATION 3637 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.2069403731
AVG_RMSE_PER_AREA:  4.45284033889
STD_RMSE:  30.8912248013
CV_RMSE:  2.40449307402
AVG_MAE:  19.7269086449
AVG_MAE_PER_AREA:  1.53549156802
STD_MAE:  2.37639313582
CV_MAE:  0.184972297893



ITERATION 3638 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43081179955
AVG_RMSE_PER_AREA:  1.28782953937
STD_RMSE:  0.0182402709612
CV_RMSE:  0.0164175049139
AVG_MAE:  1.1718115112
AVG_MAE_PER_AREA:  1.05471137376
STD_MAE:  0.0122944828284
CV_MAE:  0.0110658845298



ITERATION 3639 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.8229745522
AVG_RMSE_PER_AREA:  4.65646567603
STD_RMSE:  31.015988672
CV_RMSE:  2.41420437116
AVG_MAE:  20.8365656867
AVG_MAE_PER_AREA:  1.62186440332
STD_MAE:  4.23694353754
CV_MAE:  0.329792730996



ITERATION 3640 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47446893174
AVG_RMSE_PER_AREA:  1.32712397659
STD_RMSE:  0.0765637928534
CV_RMSE:  0.0689127068381
AVG_MAE:  1.19964969956
AVG_MAE_PER_AREA:  1.07976766789
STD_MAE:  0.0737643658089
CV_MAE:  0.0663930289584



ITERATION 3641 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.1461236579
AVG_RMSE_PER_AREA:  4.44810652301
STD_RMSE:  35.4925366376
CV_RMSE:  2.76264729137
AVG_MAE:  20.2885251975
AVG_MAE_PER_AREA:  1.57920634851
STD_MAE:  4.7513168715
CV_MAE:  0.369830221478



ITERATION 3642 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46542443851
AVG_RMSE_PER_AREA:  1.31898330739
STD_RMSE:  0.0576287210303
CV_RMSE:  0.0518698331131
AVG_MAE:  1.18320896145
AVG_MAE_PER_AREA:  1.06496986695
STD_MAE:  0.0550171195725
CV_MAE:  0.0495192112469



ITERATION 3643 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.7644325626
AVG_RMSE_PER_AREA:  4.26272184565
STD_RMSE:  38.0094063366
CV_RMSE:  2.95855392176
AVG_MAE:  20.0019456819
AVG_MAE_PER_AREA:  1.55689973992
STD_MAE:  6.25875711207
CV_MAE:  0.487165472549



ITERATION 3644 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46612068847
AVG_RMSE_PER_AREA:  1.31960998049
STD_RMSE:  0.100063484763
CV_RMSE:  0.0900640542179
AVG_MAE:  1.1908153447
AVG_MAE_PER_AREA:  1.07181613775
STD_MAE:  0.087746331551
CV_MAE:  0.0789777647754



ITERATION 3645 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.9614507344
AVG_RMSE_PER_AREA:  4.20021981612
STD_RMSE:  40.0600767674
CV_RMSE:  3.1181728064
AVG_MAE:  20.1684865282
AVG_MAE_PER_AREA:  1.56986284883
STD_MAE:  7.20958378708
CV_MAE:  0.561175362715



ITERATION 3646 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46114305613
AVG_RMSE_PER_AREA:  1.31512976726
STD_RMSE:  0.124478483941
CV_RMSE:  0.112039241419
AVG_MAE:  1.18810612931
AVG_MAE_PER_AREA:  1.06937765659
STD_MAE:  0.0995986758084
CV_MAE:  0.0896456940239



ITERATION 3647 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.9840803986
AVG_RMSE_PER_AREA:  4.04630642138
STD_RMSE:  41.2540142101
CV_RMSE:  3.2111058102
AVG_MAE:  20.1718357658
AVG_MAE_PER_AREA:  1.57012354483
STD_MAE:  8.42448399337
CV_MAE:  0.655740053835



ITERATION 3648 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4584090565
AVG_RMSE_PER_AREA:  1.31266897858
STD_RMSE:  0.159452919063
CV_RMSE:  0.143518651001
AVG_MAE:  1.19615000605
AVG_MAE_PER_AREA:  1.07661770178
STD_MAE:  0.121252787194
CV_MAE:  0.109135891337



ITERATION 3649 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.825540762
AVG_RMSE_PER_AREA:  3.87829127663
STD_RMSE:  43.2192183275
CV_RMSE:  3.36407221796
AVG_MAE:  19.917540056
AVG_MAE_PER_AREA:  1.55032982422
STD_MAE:  9.36888345195
CV_MAE:  0.729249666091



ITERATION 3650 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44892612911
AVG_RMSE_PER_AREA:  1.30413368831
STD_RMSE:  0.179410597902
CV_RMSE:  0.161481941739
AVG_MAE:  1.18853601609
AVG_MAE_PER_AREA:  1.06976458442
STD_MAE:  0.135835006137
CV_MAE:  0.122260896534



ITERATION 3651 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.6035533096
AVG_RMSE_PER_AREA:  3.70533751794
STD_RMSE:  45.9813706508
CV_RMSE:  3.57907101369
AVG_MAE:  19.7818976102
AVG_MAE_PER_AREA:  1.53977176692
STD_MAE:  11.3048494492
CV_MAE:  0.879940254171



ITERATION 3652 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44389267138
AVG_RMSE_PER_AREA:  1.29960322837
STD_RMSE:  0.223039988266
CV_RMSE:  0.200751409403
AVG_MAE:  1.18740008854
AVG_MAE_PER_AREA:  1.06874217109
STD_MAE:  0.169161912219
CV_MAE:  0.152257416077



ITERATION 3653 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.4202053612
AVG_RMSE_PER_AREA:  3.53539135835
STD_RMSE:  47.6300797695
CV_RMSE:  3.70740226901
AVG_MAE:  19.8877785155
AVG_MAE_PER_AREA:  1.54801326285
STD_MAE:  11.7247137397
CV_MAE:  0.912621405054



ITERATION 3654 OF 6498
HP:  11
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.440611143
AVG_RMSE_PER_AREA:  1.29664962596
STD_RMSE:  0.238359261349
CV_RMSE:  0.214539814282
AVG_MAE:  1.18609402748
AVG_MAE_PER_AREA:  1.06756662584
STD_MAE:  0.173980537835
CV_MAE:  0.156594512269



ITERATION 3655 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.9878379452
AVG_RMSE_PER_AREA:  4.59146080166
STD_RMSE:  30.8598569217
CV_RMSE:  2.40205147937
AVG_MAE:  20.6727362956
AVG_MAE_PER_AREA:  1.60911234707
STD_MAE:  2.68447924518
CV_MAE:  0.208952924136



ITERATION 3656 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.49060868599
AVG_RMSE_PER_AREA:  1.34165087125
STD_RMSE:  0.0308649318247
CV_RMSE:  0.0277805725023
AVG_MAE:  1.2148909005
AVG_MAE_PER_AREA:  1.09348580244
STD_MAE:  0.0246073189067
CV_MAE:  0.0221482882534



ITERATION 3657 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.2838943231
AVG_RMSE_PER_AREA:  4.53666765006
STD_RMSE:  31.1337847401
CV_RMSE:  2.42337331255
AVG_MAE:  20.4840925216
AVG_MAE_PER_AREA:  1.5944288034
STD_MAE:  3.46966015623
CV_MAE:  0.270069376287



ITERATION 3658 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48475993585
AVG_RMSE_PER_AREA:  1.33638659177
STD_RMSE:  0.0742525001747
CV_RMSE:  0.066832383635
AVG_MAE:  1.22055840259
AVG_MAE_PER_AREA:  1.09858694615
STD_MAE:  0.0775667772552
CV_MAE:  0.0698154621415



ITERATION 3659 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.2370806124
AVG_RMSE_PER_AREA:  4.22167413323
STD_RMSE:  37.1549946097
CV_RMSE:  2.89204872189
AVG_MAE:  19.8690386197
AVG_MAE_PER_AREA:  1.54655459781
STD_MAE:  5.35546752517
CV_MAE:  0.416855746421



ITERATION 3660 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47755054111
AVG_RMSE_PER_AREA:  1.32989763808
STD_RMSE:  0.0884737250394
CV_RMSE:  0.0796324692037
AVG_MAE:  1.21661646918
AVG_MAE_PER_AREA:  1.09503893355
STD_MAE:  0.0746539284863
CV_MAE:  0.0671936968684



ITERATION 3661 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.7839602957
AVG_RMSE_PER_AREA:  4.18640441925
STD_RMSE:  37.5628326582
CV_RMSE:  2.92379378118
AVG_MAE:  19.9908233576
AVG_MAE_PER_AREA:  1.55603400695
STD_MAE:  5.7231134498
CV_MAE:  0.445472354702



ITERATION 3662 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47207771267
AVG_RMSE_PER_AREA:  1.32497171411
STD_RMSE:  0.106182852145
CV_RMSE:  0.0955719079271
AVG_MAE:  1.20738138816
AVG_MAE_PER_AREA:  1.08672672217
STD_MAE:  0.0824701502344
CV_MAE:  0.0742288368195



ITERATION 3663 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.3381784925
AVG_RMSE_PER_AREA:  3.99603108688
STD_RMSE:  41.0099050805
CV_RMSE:  3.19210498666
AVG_MAE:  19.7349454957
AVG_MAE_PER_AREA:  1.53611713571
STD_MAE:  7.29818566663
CV_MAE:  0.568071903953



ITERATION 3664 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47774834229
AVG_RMSE_PER_AREA:  1.33007567281
STD_RMSE:  0.134477730354
CV_RMSE:  0.121039254493
AVG_MAE:  1.2157181554
AVG_MAE_PER_AREA:  1.09423038905
STD_MAE:  0.0838301821208
CV_MAE:  0.0754529595436



ITERATION 3665 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.1561537449
AVG_RMSE_PER_AREA:  3.98186275113
STD_RMSE:  41.632927645
CV_RMSE:  3.24059945235
AVG_MAE:  20.1746157904
AVG_MAE_PER_AREA:  1.57033993475
STD_MAE:  7.58679991829
CV_MAE:  0.590536891134



ITERATION 3666 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48220851604
AVG_RMSE_PER_AREA:  1.33409013754
STD_RMSE:  0.141827965901
CV_RMSE:  0.127654974647
AVG_MAE:  1.22317604551
AVG_MAE_PER_AREA:  1.10094300575
STD_MAE:  0.0994560863096
CV_MAE:  0.0895173536169



ITERATION 3667 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.5362730591
AVG_RMSE_PER_AREA:  3.77793801185
STD_RMSE:  44.0890067448
CV_RMSE:  3.43177429966
AVG_MAE:  20.1662229692
AVG_MAE_PER_AREA:  1.56968665925
STD_MAE:  9.14614453201
CV_MAE:  0.71191224442



ITERATION 3668 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.47821451384
AVG_RMSE_PER_AREA:  1.33049525944
STD_RMSE:  0.161418370288
CV_RMSE:  0.145287692986
AVG_MAE:  1.21769215811
AVG_MAE_PER_AREA:  1.09600712795
STD_MAE:  0.103519013872
CV_MAE:  0.0931742693152



ITERATION 3669 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.2841111333
AVG_RMSE_PER_AREA:  3.60263555016
STD_RMSE:  47.0243858461
CV_RMSE:  3.66025661993
AVG_MAE:  20.2924725956
AVG_MAE_PER_AREA:  1.57951360377
STD_MAE:  11.4248172257
CV_MAE:  0.88927823574



ITERATION 3670 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46468328997
AVG_RMSE_PER_AREA:  1.31831622247
STD_RMSE:  0.207300635241
CV_RMSE:  0.186584903533
AVG_MAE:  1.21285587562
AVG_MAE_PER_AREA:  1.09165413936
STD_MAE:  0.152905796499
CV_MAE:  0.137625788056



ITERATION 3671 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.7694991682
AVG_RMSE_PER_AREA:  3.40690465593
STD_RMSE:  48.5653256864
CV_RMSE:  3.78019939324
AVG_MAE:  19.9187519724
AVG_MAE_PER_AREA:  1.55042415666
STD_MAE:  12.259313345
CV_MAE:  0.954233256205



ITERATION 3672 OF 6498
HP:  11
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4595394241
AVG_RMSE_PER_AREA:  1.31368638757
STD_RMSE:  0.246194465038
CV_RMSE:  0.221592039292
AVG_MAE:  1.21293213747
AVG_MAE_PER_AREA:  1.0917227803
STD_MAE:  0.166213790497
CV_MAE:  0.149603902707



ITERATION 3673 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.3495749563
AVG_RMSE_PER_AREA:  4.46394264608
STD_RMSE:  30.6952038762
CV_RMSE:  2.38923531199
AVG_MAE:  19.6841992651
AVG_MAE_PER_AREA:  1.53216718032
STD_MAE:  2.46019132754
CV_MAE:  0.191494932489



ITERATION 3674 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45759648055
AVG_RMSE_PER_AREA:  1.31193760404
STD_RMSE:  0.0118746063952
CV_RMSE:  0.0106879667116
AVG_MAE:  1.20051848746
AVG_MAE_PER_AREA:  1.08054963706
STD_MAE:  0.0147992803346
CV_MAE:  0.0133203754556



ITERATION 3675 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.5735292447
AVG_RMSE_PER_AREA:  4.6370494982
STD_RMSE:  31.7173709797
CV_RMSE:  2.46879815667
AVG_MAE:  20.5479664947
AVG_MAE_PER_AREA:  1.59940058833
STD_MAE:  5.09624972967
CV_MAE:  0.396678903387



ITERATION 3676 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48261303332
AVG_RMSE_PER_AREA:  1.33445423106
STD_RMSE:  0.0604880098587
CV_RMSE:  0.0544433907369
AVG_MAE:  1.21058831484
AVG_MAE_PER_AREA:  1.08961317789
STD_MAE:  0.0555404079621
CV_MAE:  0.0499902069753



ITERATION 3677 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.0105326786
AVG_RMSE_PER_AREA:  4.43755247172
STD_RMSE:  35.8352528623
CV_RMSE:  2.78932343626
AVG_MAE:  20.3640494862
AVG_MAE_PER_AREA:  1.58508496389
STD_MAE:  5.21928105258
CV_MAE:  0.406255343483



ITERATION 3678 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48230452321
AVG_RMSE_PER_AREA:  1.33417655064
STD_RMSE:  0.0655935790717
CV_RMSE:  0.0590387560042
AVG_MAE:  1.20944184039
AVG_MAE_PER_AREA:  1.08858127162
STD_MAE:  0.0595247033085
CV_MAE:  0.053576348243



ITERATION 3679 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.8682338398
AVG_RMSE_PER_AREA:  4.19296405404
STD_RMSE:  37.091214233
CV_RMSE:  2.88708422226
AVG_MAE:  19.518654543
AVG_MAE_PER_AREA:  1.51928160714
STD_MAE:  5.64992609469
CV_MAE:  0.439775640194



ITERATION 3680 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45693765088
AVG_RMSE_PER_AREA:  1.31134461179
STD_RMSE:  0.0930020343813
CV_RMSE:  0.0837082606779
AVG_MAE:  1.18938753296
AVG_MAE_PER_AREA:  1.07053100847
STD_MAE:  0.0850863476619
CV_MAE:  0.0765835953761



ITERATION 3681 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.4192062851
AVG_RMSE_PER_AREA:  4.15801291008
STD_RMSE:  39.7861699122
CV_RMSE:  3.09685260493
AVG_MAE:  19.6357552448
AVG_MAE_PER_AREA:  1.52839642302
STD_MAE:  6.90607752
CV_MAE:  0.537551219554



ITERATION 3682 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46164278486
AVG_RMSE_PER_AREA:  1.31557955766
STD_RMSE:  0.114694415115
CV_RMSE:  0.10323290305
AVG_MAE:  1.19547645866
AVG_MAE_PER_AREA:  1.07601146256
STD_MAE:  0.0876343126209
CV_MAE:  0.0788769399939



ITERATION 3683 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.6277223317
AVG_RMSE_PER_AREA:  4.01856843075
STD_RMSE:  40.849776643
CV_RMSE:  3.17964100307
AVG_MAE:  19.7343924741
AVG_MAE_PER_AREA:  1.53607408994
STD_MAE:  7.50143077633
CV_MAE:  0.583891977832



ITERATION 3684 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45725577893
AVG_RMSE_PER_AREA:  1.31163094902
STD_RMSE:  0.156031973801
CV_RMSE:  0.140439563757
AVG_MAE:  1.1959046006
AVG_MAE_PER_AREA:  1.07639681991
STD_MAE:  0.115529579616
CV_MAE:  0.103984608841



ITERATION 3685 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.874289187
AVG_RMSE_PER_AREA:  3.80424831335
STD_RMSE:  43.5962845691
CV_RMSE:  3.39342207936
AVG_MAE:  19.5265564044
AVG_MAE_PER_AREA:  1.5198966676
STD_MAE:  9.08294037302
CV_MAE:  0.706992596088



ITERATION 3686 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44819581067
AVG_RMSE_PER_AREA:  1.30347635123
STD_RMSE:  0.194819854489
CV_RMSE:  0.175351337992
AVG_MAE:  1.19078772577
AVG_MAE_PER_AREA:  1.0717912788
STD_MAE:  0.151173160111
CV_MAE:  0.13606629552



ITERATION 3687 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.7869121291
AVG_RMSE_PER_AREA:  3.64177227975
STD_RMSE:  46.1827085906
CV_RMSE:  3.59474263839
AVG_MAE:  19.4264085086
AVG_MAE_PER_AREA:  1.51210141432
STD_MAE:  10.7881986454
CV_MAE:  0.839725491325



ITERATION 3688 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45496254307
AVG_RMSE_PER_AREA:  1.30956687821
STD_RMSE:  0.226492654927
CV_RMSE:  0.203859048099
AVG_MAE:  1.20130192132
AVG_MAE_PER_AREA:  1.0812547817
STD_MAE:  0.171699539215
CV_MAE:  0.154541455813



ITERATION 3689 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.1108143431
AVG_RMSE_PER_AREA:  3.43347174673
STD_RMSE:  48.2866457159
CV_RMSE:  3.75850766482
AVG_MAE:  19.4054351732
AVG_MAE_PER_AREA:  1.51046890411
STD_MAE:  11.9183438558
CV_MAE:  0.927693072688



ITERATION 3690 OF 6498
HP:  11
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44167684854
AVG_RMSE_PER_AREA:  1.29760883463
STD_RMSE:  0.268639050364
CV_RMSE:  0.241793717801
AVG_MAE:  1.19033856845
AVG_MAE_PER_AREA:  1.07138700617
STD_MAE:  0.19375852762
CV_MAE:  0.174396070435



ITERATION 3691 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.6617409876
AVG_RMSE_PER_AREA:  4.4882408429
STD_RMSE:  30.9480637387
CV_RMSE:  2.40891726996
AVG_MAE:  19.454071295
AVG_MAE_PER_AREA:  1.51425461409
STD_MAE:  2.89815568656
CV_MAE:  0.225584945905



ITERATION 3692 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41819932208
AVG_RMSE_PER_AREA:  1.27647743768
STD_RMSE:  0.0168443169177
CV_RMSE:  0.0151610497648
AVG_MAE:  1.15950948659
AVG_MAE_PER_AREA:  1.04363870111
STD_MAE:  0.0149928544266
CV_MAE:  0.0134946055212



ITERATION 3693 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.7581570208
AVG_RMSE_PER_AREA:  4.57358303231
STD_RMSE:  31.7957426925
CV_RMSE:  2.47489840818
AVG_MAE:  20.1708959196
AVG_MAE_PER_AREA:  1.57005038963
STD_MAE:  4.81992209016
CV_MAE:  0.37517027433



ITERATION 3694 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44365776511
AVG_RMSE_PER_AREA:  1.29939179649
STD_RMSE:  0.0746510494355
CV_RMSE:  0.0671911055236
AVG_MAE:  1.17514051779
AVG_MAE_PER_AREA:  1.05770770984
STD_MAE:  0.0690744328997
CV_MAE:  0.0621717650997



ITERATION 3695 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.1576624758
AVG_RMSE_PER_AREA:  4.37116726011
STD_RMSE:  36.1604691246
CV_RMSE:  2.81463742932
AVG_MAE:  20.1363753925
AVG_MAE_PER_AREA:  1.56736340104
STD_MAE:  5.16090628663
CV_MAE:  0.401711602621



ITERATION 3696 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44240383369
AVG_RMSE_PER_AREA:  1.29826317152
STD_RMSE:  0.0819480975315
CV_RMSE:  0.0737589532946
AVG_MAE:  1.17226548972
AVG_MAE_PER_AREA:  1.05511998582
STD_MAE:  0.0774436600483
CV_MAE:  0.0697046481435



ITERATION 3697 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.9680183233
AVG_RMSE_PER_AREA:  4.27856843492
STD_RMSE:  38.0426489467
CV_RMSE:  2.96114144059
AVG_MAE:  20.3813242528
AVG_MAE_PER_AREA:  1.58642958706
STD_MAE:  6.2205260449
CV_MAE:  0.48418966512



ITERATION 3698 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44330003404
AVG_RMSE_PER_AREA:  1.29906981379
STD_RMSE:  0.105903214216
CV_RMSE:  0.0953202144575
AVG_MAE:  1.17023575405
AVG_MAE_PER_AREA:  1.05329308339
STD_MAE:  0.0818008149811
CV_MAE:  0.0736263888167



ITERATION 3699 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.6581079299
AVG_RMSE_PER_AREA:  4.17660839647
STD_RMSE:  40.242333305
CV_RMSE:  3.13235918409
AVG_MAE:  20.3268721377
AVG_MAE_PER_AREA:  1.58219117519
STD_MAE:  7.07520640413
CV_MAE:  0.550715774638



ITERATION 3700 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43124513763
AVG_RMSE_PER_AREA:  1.2882195736
STD_RMSE:  0.133613935644
CV_RMSE:  0.120261779536
AVG_MAE:  1.16469180637
AVG_MAE_PER_AREA:  1.04830314719
STD_MAE:  0.0966488113154
CV_MAE:  0.08699061204



ITERATION 3701 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.1262306742
AVG_RMSE_PER_AREA:  4.05737103132
STD_RMSE:  42.0108837277
CV_RMSE:  3.27001857668
AVG_MAE:  20.2982117109
AVG_MAE_PER_AREA:  1.57996032167
STD_MAE:  8.4788099725
CV_MAE:  0.659968647598



ITERATION 3702 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43245671651
AVG_RMSE_PER_AREA:  1.28931007835
STD_RMSE:  0.155296126183
CV_RMSE:  0.139777250028
AVG_MAE:  1.16699839704
AVG_MAE_PER_AREA:  1.05037923827
STD_MAE:  0.114372358718
CV_MAE:  0.102943030027



ITERATION 3703 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.2292314984
AVG_RMSE_PER_AREA:  3.90971351987
STD_RMSE:  43.9952963135
CV_RMSE:  3.42448012196
AVG_MAE:  20.3869125541
AVG_MAE_PER_AREA:  1.58686456598
STD_MAE:  9.6388077843
CV_MAE:  0.750259878273



ITERATION 3704 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42480116112
AVG_RMSE_PER_AREA:  1.28241954924
STD_RMSE:  0.195502694877
CV_RMSE:  0.175965941551
AVG_MAE:  1.16458213222
AVG_MAE_PER_AREA:  1.04820443287
STD_MAE:  0.135752810232
CV_MAE:  0.122186914536



ITERATION 3705 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.8967070937
AVG_RMSE_PER_AREA:  3.7281558506
STD_RMSE:  46.8376925729
CV_RMSE:  3.64572489821
AVG_MAE:  20.444972026
AVG_MAE_PER_AREA:  1.59138376517
STD_MAE:  11.5656515844
CV_MAE:  0.900240418116



ITERATION 3706 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4318483069
AVG_RMSE_PER_AREA:  1.28876246765
STD_RMSE:  0.240171261952
CV_RMSE:  0.216170740098
AVG_MAE:  1.17327651209
AVG_MAE_PER_AREA:  1.05602997584
STD_MAE:  0.175139507441
CV_MAE:  0.15763766504



ITERATION 3707 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.5558010219
AVG_RMSE_PER_AREA:  3.54594577402
STD_RMSE:  48.0470886394
CV_RMSE:  3.73986116132
AVG_MAE:  19.9013475449
AVG_MAE_PER_AREA:  1.54906944102
STD_MAE:  11.9158565857
CV_MAE:  0.927499470013



ITERATION 3708 OF 6498
HP:  11
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43397936844
AVG_RMSE_PER_AREA:  1.29068057036
STD_RMSE:  0.250609848178
CV_RMSE:  0.225566189377
AVG_MAE:  1.17437465801
AVG_MAE_PER_AREA:  1.0570183831
STD_MAE:  0.175141181946
CV_MAE:  0.157639172211



ITERATION 3709 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.3251699173
AVG_RMSE_PER_AREA:  4.61771785025
STD_RMSE:  30.2246852209
CV_RMSE:  2.35261135632
AVG_MAE:  20.5406683551
AVG_MAE_PER_AREA:  1.59883252002
STD_MAE:  2.12070748941
CV_MAE:  0.165070388212



ITERATION 3710 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.48683958195
AVG_RMSE_PER_AREA:  1.33825841703
STD_RMSE:  0.0153642476027
CV_RMSE:  0.0138288850562
AVG_MAE:  1.21071009844
AVG_MAE_PER_AREA:  1.08972279155
STD_MAE:  0.0159564604566
CV_MAE:  0.0143619175675



ITERATION 3711 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.3946140842
AVG_RMSE_PER_AREA:  4.54528579001
STD_RMSE:  30.9889440825
CV_RMSE:  2.41209929022
AVG_MAE:  20.1129851653
AVG_MAE_PER_AREA:  1.56554276623
STD_MAE:  3.2504018257
CV_MAE:  0.253002874698



ITERATION 3712 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47653855617
AVG_RMSE_PER_AREA:  1.32898678167
STD_RMSE:  0.0754381217817
CV_RMSE:  0.0678995250498
AVG_MAE:  1.21472077161
AVG_MAE_PER_AREA:  1.09333267468
STD_MAE:  0.0729445162721
CV_MAE:  0.0656551076947



ITERATION 3713 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.3229285212
AVG_RMSE_PER_AREA:  4.22835631251
STD_RMSE:  37.2789259162
CV_RMSE:  2.90169521438
AVG_MAE:  19.6208931997
AVG_MAE_PER_AREA:  1.52723959986
STD_MAE:  5.42462588511
CV_MAE:  0.42223885436



ITERATION 3714 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47967952574
AVG_RMSE_PER_AREA:  1.33181387143
STD_RMSE:  0.093131264892
CV_RMSE:  0.083824577072
AVG_MAE:  1.21672423842
AVG_MAE_PER_AREA:  1.09513593332
STD_MAE:  0.0789805023685
CV_MAE:  0.0710879124819



ITERATION 3715 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.7509814512
AVG_RMSE_PER_AREA:  4.18383743126
STD_RMSE:  37.5210092782
CV_RMSE:  2.92053835741
AVG_MAE:  19.5513042402
AVG_MAE_PER_AREA:  1.52182297517
STD_MAE:  5.53245502218
CV_MAE:  0.430631995614



ITERATION 3716 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47489797339
AVG_RMSE_PER_AREA:  1.32751014374
STD_RMSE:  0.0993642322729
CV_RMSE:  0.0894346786336
AVG_MAE:  1.20877841781
AVG_MAE_PER_AREA:  1.08798414543
STD_MAE:  0.0747538956188
CV_MAE:  0.0672836741989



ITERATION 3717 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.4377643882
AVG_RMSE_PER_AREA:  4.00378259554
STD_RMSE:  41.0307245361
CV_RMSE:  3.19372551926
AVG_MAE:  19.6104495407
AVG_MAE_PER_AREA:  1.52642669244
STD_MAE:  7.02790986505
CV_MAE:  0.547034334314



ITERATION 3718 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4778804168
AVG_RMSE_PER_AREA:  1.330194549
STD_RMSE:  0.129554317198
CV_RMSE:  0.11660784227
AVG_MAE:  1.21534306504
AVG_MAE_PER_AREA:  1.09389278179
STD_MAE:  0.0818018737398
CV_MAE:  0.0736273417728



ITERATION 3719 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.1888249164
AVG_RMSE_PER_AREA:  3.98440579065
STD_RMSE:  41.7714157393
CV_RMSE:  3.25137900756
AVG_MAE:  20.0274239494
AVG_MAE_PER_AREA:  1.55888290239
STD_MAE:  7.90651368287
CV_MAE:  0.615422583998



ITERATION 3720 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47991794749
AVG_RMSE_PER_AREA:  1.33202846749
STD_RMSE:  0.143406834077
CV_RMSE:  0.129076065161
AVG_MAE:  1.22220749933
AVG_MAE_PER_AREA:  1.10007124722
STD_MAE:  0.102486705861
CV_MAE:  0.092245120736



ITERATION 3721 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.540996287
AVG_RMSE_PER_AREA:  3.77830565569
STD_RMSE:  43.9956089723
CV_RMSE:  3.42450445851
AVG_MAE:  19.7800222052
AVG_MAE_PER_AREA:  1.53962579025
STD_MAE:  8.75612046868
CV_MAE:  0.681553779678



ITERATION 3722 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.47436453615
AVG_RMSE_PER_AREA:  1.32703001334
STD_RMSE:  0.160182193359
CV_RMSE:  0.144175048287
AVG_MAE:  1.21659461048
AVG_MAE_PER_AREA:  1.09501925921
STD_MAE:  0.101816137045
CV_MAE:  0.0916415624424



ITERATION 3723 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.2117633617
AVG_RMSE_PER_AREA:  3.59700418666
STD_RMSE:  47.068893628
CV_RMSE:  3.66372099061
AVG_MAE:  19.9611223134
AVG_MAE_PER_AREA:  1.55372215446
STD_MAE:  11.0495743701
CV_MAE:  0.860070301992



ITERATION 3724 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46564986336
AVG_RMSE_PER_AREA:  1.31918620534
STD_RMSE:  0.210630484689
CV_RMSE:  0.189581998247
AVG_MAE:  1.21444111306
AVG_MAE_PER_AREA:  1.09308096265
STD_MAE:  0.154602455438
CV_MAE:  0.1391528984



ITERATION 3725 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.27358549
AVG_RMSE_PER_AREA:  3.36830401734
STD_RMSE:  48.7672103497
CV_RMSE:  3.79591357349
AVG_MAE:  19.4704641535
AVG_MAE_PER_AREA:  1.51553059181
STD_MAE:  12.3027462563
CV_MAE:  0.957613961732



ITERATION 3726 OF 6498
HP:  11
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46084115296
AVG_RMSE_PER_AREA:  1.31485803353
STD_RMSE:  0.248382611038
CV_RMSE:  0.22356152197
AVG_MAE:  1.21667886586
AVG_MAE_PER_AREA:  1.09509509488
STD_MAE:  0.170834005396
CV_MAE:  0.153762415537



ITERATION 3727 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.6740762549
AVG_RMSE_PER_AREA:  4.41136357356
STD_RMSE:  31.2766950901
CV_RMSE:  2.43449708472
AVG_MAE:  19.9544219653
AVG_MAE_PER_AREA:  1.55320061669
STD_MAE:  3.70768826716
CV_MAE:  0.288596869057



ITERATION 3728 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46649425271
AVG_RMSE_PER_AREA:  1.31994621413
STD_RMSE:  0.0118285510606
CV_RMSE:  0.0106465137264
AVG_MAE:  1.18865966445
AVG_MAE_PER_AREA:  1.06987587649
STD_MAE:  0.0181061738743
CV_MAE:  0.0162968082649



ITERATION 3729 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.2689733725
AVG_RMSE_PER_AREA:  4.53550624184
STD_RMSE:  32.674349546
CV_RMSE:  2.54328689415
AVG_MAE:  20.7448318114
AVG_MAE_PER_AREA:  1.61472407562
STD_MAE:  5.41857309007
CV_MAE:  0.421767720442



ITERATION 3730 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48448552184
AVG_RMSE_PER_AREA:  1.33613960018
STD_RMSE:  0.0997028550574
CV_RMSE:  0.0897394625505
AVG_MAE:  1.20296407504
AVG_MAE_PER_AREA:  1.08275083496
STD_MAE:  0.0928635743381
CV_MAE:  0.0835836370666



ITERATION 3731 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.4964765183
AVG_RMSE_PER_AREA:  4.24186483992
STD_RMSE:  38.3178515343
CV_RMSE:  2.98256249851
AVG_MAE:  20.3121909875
AVG_MAE_PER_AREA:  1.58104843241
STD_MAE:  6.86391431705
CV_MAE:  0.534269344843



ITERATION 3732 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47149632961
AVG_RMSE_PER_AREA:  1.32444842917
STD_RMSE:  0.107842856223
CV_RMSE:  0.097066026362
AVG_MAE:  1.18192868671
AVG_MAE_PER_AREA:  1.06381753118
STD_MAE:  0.0866590130782
CV_MAE:  0.0779991029777



ITERATION 3733 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.9814002877
AVG_RMSE_PER_AREA:  4.20177263778
STD_RMSE:  38.1189784934
CV_RMSE:  2.96708273516
AVG_MAE:  20.6079730456
AVG_MAE_PER_AREA:  1.60407134312
STD_MAE:  7.33054967431
CV_MAE:  0.570591034638



ITERATION 3734 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46504147518
AVG_RMSE_PER_AREA:  1.31863861392
STD_RMSE:  0.134576884375
CV_RMSE:  0.121128499967
AVG_MAE:  1.18159175851
AVG_MAE_PER_AREA:  1.0635142725
STD_MAE:  0.111311095604
CV_MAE:  0.100187681583



ITERATION 3735 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.3857085174
AVG_RMSE_PER_AREA:  4.07756811579
STD_RMSE:  41.261862554
CV_RMSE:  3.211716705
AVG_MAE:  20.4773158165
AVG_MAE_PER_AREA:  1.5939013222
STD_MAE:  8.0329067354
CV_MAE:  0.625260692437



ITERATION 3736 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46034344834
AVG_RMSE_PER_AREA:  1.31441006497
STD_RMSE:  0.149356444246
CV_RMSE:  0.134431125642
AVG_MAE:  1.17711207816
AVG_MAE_PER_AREA:  1.05948225049
STD_MAE:  0.101068977781
CV_MAE:  0.090969067449



ITERATION 3737 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.6730929387
AVG_RMSE_PER_AREA:  3.94426254685
STD_RMSE:  42.7635621955
CV_RMSE:  3.32860512268
AVG_MAE:  20.6854053104
AVG_MAE_PER_AREA:  1.61009847042
STD_MAE:  9.92337403218
CV_MAE:  0.772409779306



ITERATION 3738 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47212510647
AVG_RMSE_PER_AREA:  1.32501437181
STD_RMSE:  0.160157615545
CV_RMSE:  0.144152926554
AVG_MAE:  1.19289639505
AVG_MAE_PER_AREA:  1.07368922694
STD_MAE:  0.124745535263
CV_MAE:  0.112279606071



ITERATION 3739 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.0236735904
AVG_RMSE_PER_AREA:  3.73803859445
STD_RMSE:  45.1620055337
CV_RMSE:  3.51529375132
AVG_MAE:  20.5893486122
AVG_MAE_PER_AREA:  1.60262166537
STD_MAE:  11.6162443819
CV_MAE:  0.904178430671



ITERATION 3740 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45460928534
AVG_RMSE_PER_AREA:  1.30924892183
STD_RMSE:  0.212242990332
CV_RMSE:  0.191033364807
AVG_MAE:  1.18224334471
AVG_MAE_PER_AREA:  1.06410074513
STD_MAE:  0.152888553854
CV_MAE:  0.137610268483



ITERATION 3741 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.8312419234
AVG_RMSE_PER_AREA:  3.56738538168
STD_RMSE:  47.8561811769
CV_RMSE:  3.725001418
AVG_MAE:  20.6202204375
AVG_MAE_PER_AREA:  1.60502464844
STD_MAE:  13.3220372681
CV_MAE:  1.03695293887



ITERATION 3742 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43989413128
AVG_RMSE_PER_AREA:  1.29600426584
STD_RMSE:  0.252821872989
CV_RMSE:  0.227557164636
AVG_MAE:  1.1717279389
AVG_MAE_PER_AREA:  1.05463615291
STD_MAE:  0.191167991568
CV_MAE:  0.172064408891



ITERATION 3743 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.5420801151
AVG_RMSE_PER_AREA:  3.46704035946
STD_RMSE:  49.0030367703
CV_RMSE:  3.81426969238
AVG_MAE:  20.5535603587
AVG_MAE_PER_AREA:  1.59983600025
STD_MAE:  12.9231135466
CV_MAE:  1.00590174774



ITERATION 3744 OF 6498
HP:  11
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44068294144
AVG_RMSE_PER_AREA:  1.29671424952
STD_RMSE:  0.281873111521
CV_RMSE:  0.253705287785
AVG_MAE:  1.17945801997
AVG_MAE_PER_AREA:  1.0615937603
STD_MAE:  0.193334099856
CV_MAE:  0.174014056105



ITERATION 3745 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.1292132502
AVG_RMSE_PER_AREA:  4.44679026059
STD_RMSE:  31.0198942283
CV_RMSE:  2.41450836956
AVG_MAE:  19.9643587237
AVG_MAE_PER_AREA:  1.55397406827
STD_MAE:  3.65574728685
CV_MAE:  0.284553917435



ITERATION 3746 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46967033831
AVG_RMSE_PER_AREA:  1.32280491076
STD_RMSE:  0.0126374267996
CV_RMSE:  0.0113745578135
AVG_MAE:  1.18920503832
AVG_MAE_PER_AREA:  1.07036675068
STD_MAE:  0.0187702797189
CV_MAE:  0.0168945494382



ITERATION 3747 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.2928763155
AVG_RMSE_PER_AREA:  4.53736678512
STD_RMSE:  32.6633881736
CV_RMSE:  2.54243368926
AVG_MAE:  20.8300177541
AVG_MAE_PER_AREA:  1.62135472917
STD_MAE:  5.33816368784
CV_MAE:  0.41550886046



ITERATION 3748 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48415418737
AVG_RMSE_PER_AREA:  1.33584137626
STD_RMSE:  0.101976357617
CV_RMSE:  0.0917857720336
AVG_MAE:  1.20211487967
AVG_MAE_PER_AREA:  1.08198650042
STD_MAE:  0.0959982741343
CV_MAE:  0.0864050836019



ITERATION 3749 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.5127169327
AVG_RMSE_PER_AREA:  4.24312895179
STD_RMSE:  38.3208089149
CV_RMSE:  2.98279269337
AVG_MAE:  20.3647744703
AVG_MAE_PER_AREA:  1.58514139477
STD_MAE:  6.8742715858
CV_MAE:  0.535075527865



ITERATION 3750 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47496001074
AVG_RMSE_PER_AREA:  1.32756598165
STD_RMSE:  0.110073670787
CV_RMSE:  0.0990739136981
AVG_MAE:  1.18569241091
AVG_MAE_PER_AREA:  1.06720514317
STD_MAE:  0.0861346262632
CV_MAE:  0.0775271185905



ITERATION 3751 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.1072704099
AVG_RMSE_PER_AREA:  4.21157004267
STD_RMSE:  38.071758532
CV_RMSE:  2.96340725545
AVG_MAE:  20.7421941435
AVG_MAE_PER_AREA:  1.61451876637
STD_MAE:  7.22648193739
CV_MAE:  0.562490671048



ITERATION 3752 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47175534109
AVG_RMSE_PER_AREA:  1.32468155741
STD_RMSE:  0.133043915154
CV_RMSE:  0.119748721685
AVG_MAE:  1.18840229643
AVG_MAE_PER_AREA:  1.06964422748
STD_MAE:  0.109363763848
CV_MAE:  0.0984349483734



ITERATION 3753 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.5205226845
AVG_RMSE_PER_AREA:  4.08806170202
STD_RMSE:  41.2352734673
CV_RMSE:  3.20964707923
AVG_MAE:  20.5659649321
AVG_MAE_PER_AREA:  1.60080154017
STD_MAE:  7.95752914612
CV_MAE:  0.619393495765



ITERATION 3754 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46447619784
AVG_RMSE_PER_AREA:  1.31812982524
STD_RMSE:  0.15305718177
CV_RMSE:  0.137762045265
AVG_MAE:  1.18244107163
AVG_MAE_PER_AREA:  1.06427871303
STD_MAE:  0.101903144495
CV_MAE:  0.0917198751622



ITERATION 3755 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.7973881184
AVG_RMSE_PER_AREA:  3.95393736229
STD_RMSE:  42.7409955759
CV_RMSE:  3.32684859535
AVG_MAE:  20.7804501495
AVG_MAE_PER_AREA:  1.61749651497
STD_MAE:  9.83435210434
CV_MAE:  0.765480542595



ITERATION 3756 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.47565245294
AVG_RMSE_PER_AREA:  1.3281892275
STD_RMSE:  0.156774180935
CV_RMSE:  0.14110760149
AVG_MAE:  1.19599431048
AVG_MAE_PER_AREA:  1.076477565
STD_MAE:  0.120270969593
CV_MAE:  0.108252187618



ITERATION 3757 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.312424057
AVG_RMSE_PER_AREA:  3.76051418424
STD_RMSE:  44.9772484906
CV_RMSE:  3.50091274074
AVG_MAE:  20.6769954163
AVG_MAE_PER_AREA:  1.60944386601
STD_MAE:  11.4985771486
CV_MAE:  0.895019517439



ITERATION 3758 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45931537872
AVG_RMSE_PER_AREA:  1.31348473123
STD_RMSE:  0.208588934207
CV_RMSE:  0.18774446167
AVG_MAE:  1.18858945541
AVG_MAE_PER_AREA:  1.0698126835
STD_MAE:  0.14788961566
CV_MAE:  0.133110878504



ITERATION 3759 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.0828759949
AVG_RMSE_PER_AREA:  3.58697192725
STD_RMSE:  47.8140701239
CV_RMSE:  3.72172360251
AVG_MAE:  20.7351334143
AVG_MAE_PER_AREA:  1.61396917747
STD_MAE:  13.2945894922
CV_MAE:  1.03481647496



ITERATION 3760 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4461521318
AVG_RMSE_PER_AREA:  1.30163689895
STD_RMSE:  0.250828970717
CV_RMSE:  0.225763414812
AVG_MAE:  1.18197805587
AVG_MAE_PER_AREA:  1.06386196683
STD_MAE:  0.188752523853
CV_MAE:  0.169890320953



ITERATION 3761 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.8521912115
AVG_RMSE_PER_AREA:  3.49117860545
STD_RMSE:  48.9188181978
CV_RMSE:  3.80771433643
AVG_MAE:  20.6497867487
AVG_MAE_PER_AREA:  1.60732601367
STD_MAE:  12.8801622142
CV_MAE:  1.00255852707



ITERATION 3762 OF 6498
HP:  11
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44687875243
AVG_RMSE_PER_AREA:  1.30229090776
STD_RMSE:  0.278660607026
CV_RMSE:  0.250813811642
AVG_MAE:  1.18811520833
AVG_MAE_PER_AREA:  1.06938582834
STD_MAE:  0.191068940305
CV_MAE:  0.171975255906



ITERATION 3763 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.7435481506
AVG_RMSE_PER_AREA:  4.65028333028
STD_RMSE:  30.4479678787
CV_RMSE:  2.36999110113
AVG_MAE:  22.8166610189
AVG_MAE_PER_AREA:  1.77598990474
STD_MAE:  3.60812986398
CV_MAE:  0.280847500347



ITERATION 3764 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4986480308
AVG_RMSE_PER_AREA:  1.34888683739
STD_RMSE:  0.012321316038
CV_RMSE:  0.0110900362736
AVG_MAE:  1.23369410069
AVG_MAE_PER_AREA:  1.11040998258
STD_MAE:  0.00732195583734
CV_MAE:  0.00659026646011



ITERATION 3765 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.6251785742
AVG_RMSE_PER_AREA:  4.79674457779
STD_RMSE:  29.4103030203
CV_RMSE:  2.28922195128
AVG_MAE:  22.7619874907
AVG_MAE_PER_AREA:  1.77173425865
STD_MAE:  4.82418710044
CV_MAE:  0.375502251703



ITERATION 3766 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.50401423029
AVG_RMSE_PER_AREA:  1.35371678791
STD_RMSE:  0.0751671137981
CV_RMSE:  0.0676555991283
AVG_MAE:  1.24106345741
AVG_MAE_PER_AREA:  1.11704291312
STD_MAE:  0.0760536511333
CV_MAE:  0.0684535440211



ITERATION 3767 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.0260422839
AVG_RMSE_PER_AREA:  4.51659711396
STD_RMSE:  34.8643040316
CV_RMSE:  2.71374728951
AVG_MAE:  21.8197852868
AVG_MAE_PER_AREA:  1.69839567502
STD_MAE:  4.76405085969
CV_MAE:  0.370821402197



ITERATION 3768 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48793110512
AVG_RMSE_PER_AREA:  1.33924086335
STD_RMSE:  0.0741803704014
CV_RMSE:  0.0667674618524
AVG_MAE:  1.22651446374
AVG_MAE_PER_AREA:  1.10394781296
STD_MAE:  0.0604535340221
CV_MAE:  0.0544123601004



ITERATION 3769 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.2277946575
AVG_RMSE_PER_AREA:  4.37662616782
STD_RMSE:  36.8068411888
CV_RMSE:  2.8649493597
AVG_MAE:  21.9215271896
AVG_MAE_PER_AREA:  1.7063150017
STD_MAE:  6.15496279814
CV_MAE:  0.479086391496



ITERATION 3770 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.49173913464
AVG_RMSE_PER_AREA:  1.34266835319
STD_RMSE:  0.108017644409
CV_RMSE:  0.0972233478132
AVG_MAE:  1.22588482245
AVG_MAE_PER_AREA:  1.10338109226
STD_MAE:  0.107047731563
CV_MAE:  0.0963503591963



ITERATION 3771 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.5389793237
AVG_RMSE_PER_AREA:  4.2451731484
STD_RMSE:  39.7354950279
CV_RMSE:  3.09290820295
AVG_MAE:  22.0502480832
AVG_MAE_PER_AREA:  1.71633430327
STD_MAE:  7.26711356333
CV_MAE:  0.565653331764



ITERATION 3772 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.48589876935
AVG_RMSE_PER_AREA:  1.33741162065
STD_RMSE:  0.149206216158
CV_RMSE:  0.134295909976
AVG_MAE:  1.23639234954
AVG_MAE_PER_AREA:  1.1128385931
STD_MAE:  0.113144586561
CV_MAE:  0.101837950203



ITERATION 3773 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.7172681028
AVG_RMSE_PER_AREA:  4.02553844207
STD_RMSE:  41.5720790887
CV_RMSE:  3.23586315804
AVG_MAE:  21.2642827208
AVG_MAE_PER_AREA:  1.65515679145
STD_MAE:  8.31816214148
CV_MAE:  0.647464235762



ITERATION 3774 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48641849237
AVG_RMSE_PER_AREA:  1.3378794073
STD_RMSE:  0.148823952013
CV_RMSE:  0.133951845818
AVG_MAE:  1.23865008057
AVG_MAE_PER_AREA:  1.11487070711
STD_MAE:  0.106353950967
CV_MAE:  0.095725908695



ITERATION 3775 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.4317953443
AVG_RMSE_PER_AREA:  3.92548056594
STD_RMSE:  44.1588494432
CV_RMSE:  3.43721067473
AVG_MAE:  21.5839809057
AVG_MAE_PER_AREA:  1.68004127163
STD_MAE:  9.61766731399
CV_MAE:  0.74861435872



ITERATION 3776 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.48206245927
AVG_RMSE_PER_AREA:  1.33395867636
STD_RMSE:  0.170678827276
CV_RMSE:  0.153622744501
AVG_MAE:  1.23021840156
AVG_MAE_PER_AREA:  1.10728161307
STD_MAE:  0.120178617219
CV_MAE:  0.108169064096



ITERATION 3777 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.8120745016
AVG_RMSE_PER_AREA:  3.64373085378
STD_RMSE:  47.1836955503
CV_RMSE:  3.67265687544
AVG_MAE:  20.5947233245
AVG_MAE_PER_AREA:  1.60304001909
STD_MAE:  11.3401567821
CV_MAE:  0.882688485688



ITERATION 3778 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45401958519
AVG_RMSE_PER_AREA:  1.30871815092
STD_RMSE:  0.216382126556
CV_RMSE:  0.194758873569
AVG_MAE:  1.21206340898
AVG_MAE_PER_AREA:  1.09094086459
STD_MAE:  0.152701991091
CV_MAE:  0.137442349099



ITERATION 3779 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.1095096264
AVG_RMSE_PER_AREA:  3.66688243492
STD_RMSE:  46.9705169358
CV_RMSE:  3.65606360322
AVG_MAE:  21.5735104113
AVG_MAE_PER_AREA:  1.67922627542
STD_MAE:  11.8495528151
CV_MAE:  0.922338555927



ITERATION 3780 OF 6498
HP:  12
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.46794055597
AVG_RMSE_PER_AREA:  1.32124798706
STD_RMSE:  0.242554640174
CV_RMSE:  0.218315945274
AVG_MAE:  1.22678357592
AVG_MAE_PER_AREA:  1.10419003253
STD_MAE:  0.166312892987
CV_MAE:  0.1496931018



ITERATION 3781 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.2890949895
AVG_RMSE_PER_AREA:  4.38139762718
STD_RMSE:  31.3767366811
CV_RMSE:  2.44228406353
AVG_MAE:  19.5367435326
AVG_MAE_PER_AREA:  1.52068960733
STD_MAE:  2.89654497883
CV_MAE:  0.22545957258



ITERATION 3782 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44090150587
AVG_RMSE_PER_AREA:  1.29691097261
STD_RMSE:  0.0306330849837
CV_RMSE:  0.0275718943165
AVG_MAE:  1.19247962731
AVG_MAE_PER_AREA:  1.07331410716
STD_MAE:  0.0332030431117
CV_MAE:  0.0298850343069



ITERATION 3783 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.5149094183
AVG_RMSE_PER_AREA:  4.55464926781
STD_RMSE:  31.1810807341
CV_RMSE:  2.42705471045
AVG_MAE:  20.3544543036
AVG_MAE_PER_AREA:  1.58433809968
STD_MAE:  3.89345757673
CV_MAE:  0.303056671836



ITERATION 3784 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47254095968
AVG_RMSE_PER_AREA:  1.32538866845
STD_RMSE:  0.0415314650583
CV_RMSE:  0.0373811898478
AVG_MAE:  1.21402579332
AVG_MAE_PER_AREA:  1.09270714617
STD_MAE:  0.046786525364
CV_MAE:  0.0421111074337



ITERATION 3785 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.6007565089
AVG_RMSE_PER_AREA:  4.40565655409
STD_RMSE:  35.7389031905
CV_RMSE:  2.7818238269
AVG_MAE:  20.684151659
AVG_MAE_PER_AREA:  1.61000088944
STD_MAE:  4.71031851087
CV_MAE:  0.366639015081



ITERATION 3786 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46719603308
AVG_RMSE_PER_AREA:  1.32057786498
STD_RMSE:  0.0651951370755
CV_RMSE:  0.0586801306612
AVG_MAE:  1.20520947137
AVG_MAE_PER_AREA:  1.08477184689
STD_MAE:  0.0635661852661
CV_MAE:  0.0572139614145



ITERATION 3787 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.7552499352
AVG_RMSE_PER_AREA:  4.18416967901
STD_RMSE:  37.2340151712
CV_RMSE:  2.8981994781
AVG_MAE:  19.9639189129
AVG_MAE_PER_AREA:  1.55393983453
STD_MAE:  5.9271325976
CV_MAE:  0.461352677706



ITERATION 3788 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44437350705
AVG_RMSE_PER_AREA:  1.30003601372
STD_RMSE:  0.101929260743
CV_RMSE:  0.0917433815911
AVG_MAE:  1.19335160237
AVG_MAE_PER_AREA:  1.07409894499
STD_MAE:  0.105702498601
CV_MAE:  0.0951395565275



ITERATION 3789 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.5551015831
AVG_RMSE_PER_AREA:  4.09075323408
STD_RMSE:  40.2047669201
CV_RMSE:  3.12943511381
AVG_MAE:  19.7966805556
AVG_MAE_PER_AREA:  1.54092243317
STD_MAE:  7.00813888333
CV_MAE:  0.545495412212



ITERATION 3790 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45287805835
AVG_RMSE_PER_AREA:  1.30769069785
STD_RMSE:  0.116607349526
CV_RMSE:  0.104954676272
AVG_MAE:  1.19437734581
AVG_MAE_PER_AREA:  1.07502218501
STD_MAE:  0.0925012984782
CV_MAE:  0.0832575637466



ITERATION 3791 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.3079784543
AVG_RMSE_PER_AREA:  3.99368039399
STD_RMSE:  41.2833664489
CV_RMSE:  3.21339051258
AVG_MAE:  20.0810831721
AVG_MAE_PER_AREA:  1.56305959756
STD_MAE:  8.05791604013
CV_MAE:  0.627207352059



ITERATION 3792 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43883955626
AVG_RMSE_PER_AREA:  1.29505507541
STD_RMSE:  0.159073957773
CV_RMSE:  0.14317755964
AVG_MAE:  1.18970825074
AVG_MAE_PER_AREA:  1.07081967664
STD_MAE:  0.121403446994
CV_MAE:  0.109271495573



ITERATION 3793 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.3750770253
AVG_RMSE_PER_AREA:  3.76539092932
STD_RMSE:  44.1829624664
CV_RMSE:  3.43908757012
AVG_MAE:  19.8056632586
AVG_MAE_PER_AREA:  1.54162162355
STD_MAE:  9.97087224586
CV_MAE:  0.776106917459



ITERATION 3794 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43585303013
AVG_RMSE_PER_AREA:  1.29236699542
STD_RMSE:  0.195045585616
CV_RMSE:  0.175554511613
AVG_MAE:  1.1868109625
AVG_MAE_PER_AREA:  1.06821191692
STD_MAE:  0.147636053395
CV_MAE:  0.132882654936



ITERATION 3795 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.3215032389
AVG_RMSE_PER_AREA:  3.60554605498
STD_RMSE:  46.539860567
CV_RMSE:  3.62254242487
AVG_MAE:  19.54885524
AVG_MAE_PER_AREA:  1.52163235132
STD_MAE:  11.4594008343
CV_MAE:  0.891970134422



ITERATION 3796 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44108319092
AVG_RMSE_PER_AREA:  1.29707450172
STD_RMSE:  0.230951877054
CV_RMSE:  0.207872656304
AVG_MAE:  1.19202122378
AVG_MAE_PER_AREA:  1.07290151229
STD_MAE:  0.173076558117
CV_MAE:  0.155780868026



ITERATION 3797 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.9682497148
AVG_RMSE_PER_AREA:  3.42237488464
STD_RMSE:  48.1182453723
CV_RMSE:  3.74539981745
AVG_MAE:  19.5994741364
AVG_MAE_PER_AREA:  1.52557239535
STD_MAE:  11.9093825237
CV_MAE:  0.926995545766



ITERATION 3798 OF 6498
HP:  12
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4320959718
AVG_RMSE_PER_AREA:  1.28898538318
STD_RMSE:  0.250621008245
CV_RMSE:  0.225576234209
AVG_MAE:  1.1886214668
AVG_MAE_PER_AREA:  1.06984149597
STD_MAE:  0.174331916465
CV_MAE:  0.156910777329



ITERATION 3799 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.5953394002
AVG_RMSE_PER_AREA:  4.40523490035
STD_RMSE:  31.0429856397
CV_RMSE:  2.41630574533
AVG_MAE:  19.2919277811
AVG_MAE_PER_AREA:  1.50163378217
STD_MAE:  2.65653919628
CV_MAE:  0.206778142965



ITERATION 3800 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45951126466
AVG_RMSE_PER_AREA:  1.31366104212
STD_RMSE:  0.0346518344338
CV_RMSE:  0.0311890466596
AVG_MAE:  1.20233819964
AVG_MAE_PER_AREA:  1.08218750383
STD_MAE:  0.0226921508283
CV_MAE:  0.0204245045768



ITERATION 3801 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.8418140507
AVG_RMSE_PER_AREA:  4.42441984993
STD_RMSE:  31.2195615979
CV_RMSE:  2.4300499614
AVG_MAE:  19.2488416418
AVG_MAE_PER_AREA:  1.49828006847
STD_MAE:  3.32149318828
CV_MAE:  0.258536442565



ITERATION 3802 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47189621561
AVG_RMSE_PER_AREA:  1.32480835421
STD_RMSE:  0.064075432618
CV_RMSE:  0.0576723192382
AVG_MAE:  1.21080606218
AVG_MAE_PER_AREA:  1.08980916555
STD_MAE:  0.0516769953434
CV_MAE:  0.0465128685199



ITERATION 3803 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.3239252858
AVG_RMSE_PER_AREA:  4.15059648343
STD_RMSE:  36.9451825734
CV_RMSE:  2.87571749542
AVG_MAE:  18.795571239
AVG_MAE_PER_AREA:  1.46299867219
STD_MAE:  5.21956680852
CV_MAE:  0.406277585987



ITERATION 3804 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46173825571
AVG_RMSE_PER_AREA:  1.31566548803
STD_RMSE:  0.0942498057486
CV_RMSE:  0.0848313411737
AVG_MAE:  1.19441745477
AVG_MAE_PER_AREA:  1.07505828584
STD_MAE:  0.0651876653675
CV_MAE:  0.0586734056074



ITERATION 3805 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.9466794346
AVG_RMSE_PER_AREA:  4.04339522703
STD_RMSE:  38.0673382272
CV_RMSE:  2.96306319035
AVG_MAE:  18.8516177097
AVG_MAE_PER_AREA:  1.46736118456
STD_MAE:  5.54627542741
CV_MAE:  0.431707740226



ITERATION 3806 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46766422838
AVG_RMSE_PER_AREA:  1.32099927312
STD_RMSE:  0.120219887768
CV_RMSE:  0.108206210443
AVG_MAE:  1.19854363874
AVG_MAE_PER_AREA:  1.07877213668
STD_MAE:  0.0858883463823
CV_MAE:  0.077305449671



ITERATION 3807 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.2273551004
AVG_RMSE_PER_AREA:  3.98740488056
STD_RMSE:  40.4665652613
CV_RMSE:  3.14981281985
AVG_MAE:  19.3293433258
AVG_MAE_PER_AREA:  1.50454611143
STD_MAE:  6.81730125055
CV_MAE:  0.530641104258



ITERATION 3808 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46677446828
AVG_RMSE_PER_AREA:  1.32019842752
STD_RMSE:  0.142518860927
CV_RMSE:  0.128276827936
AVG_MAE:  1.20470834319
AVG_MAE_PER_AREA:  1.08432079689
STD_MAE:  0.0907281782706
CV_MAE:  0.0816616329743



ITERATION 3809 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.8404057475
AVG_RMSE_PER_AREA:  3.80161091402
STD_RMSE:  42.4262172514
CV_RMSE:  3.30234706438
AVG_MAE:  18.9985783366
AVG_MAE_PER_AREA:  1.47880021981
STD_MAE:  8.11820679263
CV_MAE:  0.631900228362



ITERATION 3810 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4629426009
AVG_RMSE_PER_AREA:  1.31674948196
STD_RMSE:  0.165500030385
CV_RMSE:  0.148961469261
AVG_MAE:  1.20625219461
AVG_MAE_PER_AREA:  1.0857103699
STD_MAE:  0.119788052861
CV_MAE:  0.107817529172



ITERATION 3811 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.011957639
AVG_RMSE_PER_AREA:  3.58145182577
STD_RMSE:  44.2530535721
CV_RMSE:  3.44454328058
AVG_MAE:  18.8663016807
AVG_MAE_PER_AREA:  1.4685041469
STD_MAE:  8.83799778613
CV_MAE:  0.687926898387



ITERATION 3812 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46787350998
AVG_RMSE_PER_AREA:  1.32118764103
STD_RMSE:  0.179041421713
CV_RMSE:  0.161149657646
AVG_MAE:  1.21067778473
AVG_MAE_PER_AREA:  1.08969370698
STD_MAE:  0.115296479602
CV_MAE:  0.103774802713



ITERATION 3813 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.6835757844
AVG_RMSE_PER_AREA:  3.40021660188
STD_RMSE:  47.23587536
CV_RMSE:  3.67671841692
AVG_MAE:  18.8401701012
AVG_MAE_PER_AREA:  1.46647013231
STD_MAE:  10.9795432142
CV_MAE:  0.854619257873



ITERATION 3814 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45089425724
AVG_RMSE_PER_AREA:  1.3059051397
STD_RMSE:  0.234395195204
CV_RMSE:  0.210971880694
AVG_MAE:  1.20088577466
AVG_MAE_PER_AREA:  1.08088022094
STD_MAE:  0.165168841124
CV_MAE:  0.148663376029



ITERATION 3815 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.0998741681
AVG_RMSE_PER_AREA:  3.27694536249
STD_RMSE:  47.7922086834
CV_RMSE:  3.7200219645
AVG_MAE:  18.657147849
AVG_MAE_PER_AREA:  1.45222415338
STD_MAE:  11.4219649941
CV_MAE:  0.889056225408



ITERATION 3816 OF 6498
HP:  12
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43156543976
AVG_RMSE_PER_AREA:  1.28850786766
STD_RMSE:  0.264772595304
CV_RMSE:  0.238313640938
AVG_MAE:  1.18726348834
AVG_MAE_PER_AREA:  1.06861922146
STD_MAE:  0.174329428125
CV_MAE:  0.156908537651



ITERATION 3817 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.4542345106
AVG_RMSE_PER_AREA:  4.39425166055
STD_RMSE:  32.5073398592
CV_RMSE:  2.53028729191
AVG_MAE:  19.0983562979
AVG_MAE_PER_AREA:  1.48656667836
STD_MAE:  3.49809538086
CV_MAE:  0.272282700658



ITERATION 3818 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4638862332
AVG_RMSE_PER_AREA:  1.31759881627
STD_RMSE:  0.0458811813351
CV_RMSE:  0.0412962352164
AVG_MAE:  1.19169510137
AVG_MAE_PER_AREA:  1.07260797958
STD_MAE:  0.0302395099468
CV_MAE:  0.0272176495734



ITERATION 3819 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.863354336
AVG_RMSE_PER_AREA:  4.42609649005
STD_RMSE:  32.647357451
CV_RMSE:  2.54118589925
AVG_MAE:  19.0726177029
AVG_MAE_PER_AREA:  1.48456325267
STD_MAE:  5.288670309
CV_MAE:  0.411656423808



ITERATION 3820 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45384857851
AVG_RMSE_PER_AREA:  1.3085642331
STD_RMSE:  0.0861633663741
CV_RMSE:  0.0775529866772
AVG_MAE:  1.18858993533
AVG_MAE_PER_AREA:  1.06981311546
STD_MAE:  0.0809205545831
CV_MAE:  0.0728340936014



ITERATION 3821 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.9113046525
AVG_RMSE_PER_AREA:  4.19631657475
STD_RMSE:  37.6261508813
CV_RMSE:  2.92872230797
AVG_MAE:  19.1693126223
AVG_MAE_PER_AREA:  1.49208973521
STD_MAE:  6.10220828513
CV_MAE:  0.474980116592



ITERATION 3822 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46346266531
AVG_RMSE_PER_AREA:  1.31721757589
STD_RMSE:  0.0826602287093
CV_RMSE:  0.074399920588
AVG_MAE:  1.1997879321
AVG_MAE_PER_AREA:  1.07989208673
STD_MAE:  0.0598805201161
CV_MAE:  0.0538966079695



ITERATION 3823 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.9070514564
AVG_RMSE_PER_AREA:  4.04031068766
STD_RMSE:  38.6528436804
CV_RMSE:  3.00863742109
AVG_MAE:  19.0349361991
AVG_MAE_PER_AREA:  1.48163022183
STD_MAE:  6.36110179525
CV_MAE:  0.495131718091



ITERATION 3824 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46198829862
AVG_RMSE_PER_AREA:  1.31589054393
STD_RMSE:  0.108241405212
CV_RMSE:  0.0974247480061
AVG_MAE:  1.2025497595
AVG_MAE_PER_AREA:  1.08237792233
STD_MAE:  0.0833841440362
CV_MAE:  0.0750514944304



ITERATION 3825 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.1231424904
AVG_RMSE_PER_AREA:  3.97929324042
STD_RMSE:  41.6776356711
CV_RMSE:  3.24407940952
AVG_MAE:  19.4908857466
AVG_MAE_PER_AREA:  1.51712015582
STD_MAE:  7.9631079661
CV_MAE:  0.619827736689



ITERATION 3826 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46512128744
AVG_RMSE_PER_AREA:  1.31871045047
STD_RMSE:  0.161777373743
CV_RMSE:  0.145610820915
AVG_MAE:  1.19388303644
AVG_MAE_PER_AREA:  1.0745772724
STD_MAE:  0.105900709337
CV_MAE:  0.0953179598937



ITERATION 3827 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.8292180418
AVG_RMSE_PER_AREA:  3.80074009193
STD_RMSE:  42.8167202096
CV_RMSE:  3.33274280506
AVG_MAE:  19.1561121857
AVG_MAE_PER_AREA:  1.49106224735
STD_MAE:  8.81244831052
CV_MAE:  0.685938193259



ITERATION 3828 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46448456407
AVG_RMSE_PER_AREA:  1.31813735542
STD_RMSE:  0.163291706219
CV_RMSE:  0.146973824838
AVG_MAE:  1.20285772433
AVG_MAE_PER_AREA:  1.08265511197
STD_MAE:  0.118464933208
CV_MAE:  0.10662663001



ITERATION 3829 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.5834858228
AVG_RMSE_PER_AREA:  3.625938102
STD_RMSE:  44.8118679456
CV_RMSE:  3.48803994669
AVG_MAE:  19.2906462185
AVG_MAE_PER_AREA:  1.50153402864
STD_MAE:  9.88534943546
CV_MAE:  0.769450043004



ITERATION 3830 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.446153978
AVG_RMSE_PER_AREA:  1.30163856066
STD_RMSE:  0.197715180385
CV_RMSE:  0.177957331468
AVG_MAE:  1.19045663359
AVG_MAE_PER_AREA:  1.07149327295
STD_MAE:  0.137994772534
CV_MAE:  0.124204835607



ITERATION 3831 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.4234514994
AVG_RMSE_PER_AREA:  3.4578066147
STD_RMSE:  47.192015389
CV_RMSE:  3.67330447017
AVG_MAE:  19.1124582869
AVG_MAE_PER_AREA:  1.48766434073
STD_MAE:  11.6480377139
CV_MAE:  0.906653141438



ITERATION 3832 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44411230762
AVG_RMSE_PER_AREA:  1.29980091617
STD_RMSE:  0.217216634582
CV_RMSE:  0.195509988487
AVG_MAE:  1.19982839229
AVG_MAE_PER_AREA:  1.0799285037
STD_MAE:  0.148990071369
CV_MAE:  0.134101364723



ITERATION 3833 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.046898441
AVG_RMSE_PER_AREA:  3.27282186885
STD_RMSE:  48.7725538279
CV_RMSE:  3.79632949602
AVG_MAE:  19.1224391362
AVG_MAE_PER_AREA:  1.48844122423
STD_MAE:  12.3508986676
CV_MAE:  0.961362020931



ITERATION 3834 OF 6498
HP:  12
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42345408548
AVG_RMSE_PER_AREA:  1.28120708803
STD_RMSE:  0.267570521771
CV_RMSE:  0.240831968194
AVG_MAE:  1.18188344737
AVG_MAE_PER_AREA:  1.06377681264
STD_MAE:  0.175083407006
CV_MAE:  0.15758717077



ITERATION 3835 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.203357435
AVG_RMSE_PER_AREA:  4.60823628155
STD_RMSE:  30.6124989658
CV_RMSE:  2.38279777558
AVG_MAE:  20.1855223876
AVG_MAE_PER_AREA:  1.57118887609
STD_MAE:  2.47717674514
CV_MAE:  0.192817033482



ITERATION 3836 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43219761434
AVG_RMSE_PER_AREA:  1.28907686849
STD_RMSE:  0.0344735379091
CV_RMSE:  0.0310285674607
AVG_MAE:  1.16890255832
AVG_MAE_PER_AREA:  1.05209311505
STD_MAE:  0.0187906781453
CV_MAE:  0.0169129094322



ITERATION 3837 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.7248572711
AVG_RMSE_PER_AREA:  4.57099106589
STD_RMSE:  30.4959321878
CV_RMSE:  2.37372451895
AVG_MAE:  19.9314500249
AVG_MAE_PER_AREA:  1.55141254024
STD_MAE:  3.51363817254
CV_MAE:  0.273492511378



ITERATION 3838 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.43698107907
AVG_RMSE_PER_AREA:  1.29338231746
STD_RMSE:  0.0841444527023
CV_RMSE:  0.0757358247942
AVG_MAE:  1.17314468257
AVG_MAE_PER_AREA:  1.05591132016
STD_MAE:  0.0898757921552
CV_MAE:  0.0808944265404



ITERATION 3839 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.3881790506
AVG_RMSE_PER_AREA:  4.31127265967
STD_RMSE:  36.6771073322
CV_RMSE:  2.85485121171
AVG_MAE:  20.0589554795
AVG_MAE_PER_AREA:  1.56133723517
STD_MAE:  4.66377341782
CV_MAE:  0.363016065374



ITERATION 3840 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43884940743
AVG_RMSE_PER_AREA:  1.29506394215
STD_RMSE:  0.104097876571
CV_RMSE:  0.0936952857646
AVG_MAE:  1.16878823555
AVG_MAE_PER_AREA:  1.05199021666
STD_MAE:  0.0730333400187
CV_MAE:  0.0657350552075



ITERATION 3841 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.3564918287
AVG_RMSE_PER_AREA:  4.23096879358
STD_RMSE:  37.7481637971
CV_RMSE:  2.93821947789
AVG_MAE:  19.6985835238
AVG_MAE_PER_AREA:  1.53328681383
STD_MAE:  5.44822141098
CV_MAE:  0.424075469091



ITERATION 3842 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.42019114993
AVG_RMSE_PER_AREA:  1.27827022045
STD_RMSE:  0.112734770018
CV_RMSE:  0.101469086981
AVG_MAE:  1.14980692508
AVG_MAE_PER_AREA:  1.03490572496
STD_MAE:  0.0938130602044
CV_MAE:  0.0844382399894



ITERATION 3843 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.5365484722
AVG_RMSE_PER_AREA:  4.0893091079
STD_RMSE:  40.6462027835
CV_RMSE:  3.16379534015
AVG_MAE:  20.0724883107
AVG_MAE_PER_AREA:  1.56239059577
STD_MAE:  6.6865160447
CV_MAE:  0.52046112196



ITERATION 3844 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4267402055
AVG_RMSE_PER_AREA:  1.28416482323
STD_RMSE:  0.167168537687
CV_RMSE:  0.150463241185
AVG_MAE:  1.16379228105
AVG_MAE_PER_AREA:  1.04749351222
STD_MAE:  0.113999601616
CV_MAE:  0.102607522865



ITERATION 3845 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.0655817012
AVG_RMSE_PER_AREA:  3.9748128574
STD_RMSE:  42.7015364416
CV_RMSE:  3.32377719835
AVG_MAE:  20.034079626
AVG_MAE_PER_AREA:  1.55940096306
STD_MAE:  7.65642083214
CV_MAE:  0.595956003074



ITERATION 3846 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42507294995
AVG_RMSE_PER_AREA:  1.28266417797
STD_RMSE:  0.16475384049
CV_RMSE:  0.148289846767
AVG_MAE:  1.15964976611
AVG_MAE_PER_AREA:  1.04376496238
STD_MAE:  0.112065574775
CV_MAE:  0.100866764998



ITERATION 3847 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.2387539243
AVG_RMSE_PER_AREA:  3.83261730624
STD_RMSE:  44.4561405158
CV_RMSE:  3.46035104323
AVG_MAE:  20.2526904295
AVG_MAE_PER_AREA:  1.57641706281
STD_MAE:  9.62604913303
CV_MAE:  0.749266777844



ITERATION 3848 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42183351727
AVG_RMSE_PER_AREA:  1.2797484646
STD_RMSE:  0.18259728077
CV_RMSE:  0.164350176632
AVG_MAE:  1.15884164456
AVG_MAE_PER_AREA:  1.04303759711
STD_MAE:  0.116945053573
CV_MAE:  0.105258633261



ITERATION 3849 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.1577304076
AVG_RMSE_PER_AREA:  3.5927984012
STD_RMSE:  47.6803261354
CV_RMSE:  3.71131331622
AVG_MAE:  19.9613485682
AVG_MAE_PER_AREA:  1.55373976555
STD_MAE:  10.7448298881
CV_MAE:  0.836349779381



ITERATION 3850 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41713492693
AVG_RMSE_PER_AREA:  1.27551940846
STD_RMSE:  0.239398675709
CV_RMSE:  0.215475359066
AVG_MAE:  1.16489771162
AVG_MAE_PER_AREA:  1.04848847615
STD_MAE:  0.169647414358
CV_MAE:  0.152694401567



ITERATION 3851 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.1138854027
AVG_RMSE_PER_AREA:  3.43371079008
STD_RMSE:  48.9946588565
CV_RMSE:  3.81361757723
AVG_MAE:  19.7950080913
AVG_MAE_PER_AREA:  1.54079225287
STD_MAE:  12.3963514199
CV_MAE:  0.964899945664



ITERATION 3852 OF 6498
HP:  12
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40094041821
AVG_RMSE_PER_AREA:  1.26094323099
STD_RMSE:  0.278690190654
CV_RMSE:  0.250840438952
AVG_MAE:  1.14872737805
AVG_MAE_PER_AREA:  1.03393405799
STD_MAE:  0.18329614778
CV_MAE:  0.164979205258



ITERATION 3853 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.8763620322
AVG_RMSE_PER_AREA:  4.66062121945
STD_RMSE:  30.2011111464
CV_RMSE:  2.3507764113
AVG_MAE:  21.0972381761
AVG_MAE_PER_AREA:  1.64215447596
STD_MAE:  2.19961400225
CV_MAE:  0.171212267171



ITERATION 3854 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46544376859
AVG_RMSE_PER_AREA:  1.3190007058
STD_RMSE:  0.0730556515937
CV_RMSE:  0.0657551371675
AVG_MAE:  1.1961724813
AVG_MAE_PER_AREA:  1.07663793106
STD_MAE:  0.0288713665282
CV_MAE:  0.0259862259094



ITERATION 3855 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.7448077749
AVG_RMSE_PER_AREA:  4.33903171756
STD_RMSE:  32.7525529444
CV_RMSE:  2.5493740445
AVG_MAE:  19.2671581715
AVG_MAE_PER_AREA:  1.49970577979
STD_MAE:  5.31071889826
CV_MAE:  0.413372628993



ITERATION 3856 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44845696972
AVG_RMSE_PER_AREA:  1.30371141243
STD_RMSE:  0.0967757174021
CV_RMSE:  0.0871048362918
AVG_MAE:  1.17673793564
AVG_MAE_PER_AREA:  1.05914549634
STD_MAE:  0.0844738994866
CV_MAE:  0.0760323496765



ITERATION 3857 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.7046831851
AVG_RMSE_PER_AREA:  4.25807110858
STD_RMSE:  37.2767105621
CV_RMSE:  2.90152277694
AVG_MAE:  18.8108215211
AVG_MAE_PER_AREA:  1.46418571472
STD_MAE:  5.28488864625
CV_MAE:  0.411362068956



ITERATION 3858 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46537149471
AVG_RMSE_PER_AREA:  1.31893565431
STD_RMSE:  0.0775282084552
CV_RMSE:  0.069780747555
AVG_MAE:  1.18250964931
AVG_MAE_PER_AREA:  1.06434043768
STD_MAE:  0.0686177327292
CV_MAE:  0.0617607033721



ITERATION 3859 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.2799405376
AVG_RMSE_PER_AREA:  4.14717282435
STD_RMSE:  36.7438917349
CV_RMSE:  2.86004953696
AVG_MAE:  19.7939086061
AVG_MAE_PER_AREA:  1.54070667179
STD_MAE:  6.03045428647
CV_MAE:  0.469394970845



ITERATION 3860 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46287546793
AVG_RMSE_PER_AREA:  1.31668905765
STD_RMSE:  0.140393548662
CV_RMSE:  0.126363899963
AVG_MAE:  1.1884773291
AVG_MAE_PER_AREA:  1.06971176207
STD_MAE:  0.103785687054
CV_MAE:  0.0934142936153



ITERATION 3861 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.5476824899
AVG_RMSE_PER_AREA:  4.0123383364
STD_RMSE:  40.8873785886
CV_RMSE:  3.1825678413
AVG_MAE:  18.7104942182
AVG_MAE_PER_AREA:  1.45637649684
STD_MAE:  7.18665005066
CV_MAE:  0.559390259963



ITERATION 3862 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45930441285
AVG_RMSE_PER_AREA:  1.31347486119
STD_RMSE:  0.150599136994
CV_RMSE:  0.135549635029
AVG_MAE:  1.19567630641
AVG_MAE_PER_AREA:  1.07619133936
STD_MAE:  0.112624047634
CV_MAE:  0.101369429181



ITERATION 3863 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.4088929511
AVG_RMSE_PER_AREA:  3.92369790287
STD_RMSE:  42.6289287399
CV_RMSE:  3.31812560257
AVG_MAE:  18.4831302386
AVG_MAE_PER_AREA:  1.43867907248
STD_MAE:  7.73522018199
CV_MAE:  0.602089540743



ITERATION 3864 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43536509077
AVG_RMSE_PER_AREA:  1.29192781626
STD_RMSE:  0.194648426384
CV_RMSE:  0.175197040846
AVG_MAE:  1.16943161122
AVG_MAE_PER_AREA:  1.05256929924
STD_MAE:  0.144935088831
CV_MAE:  0.130451600097



ITERATION 3865 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.8712954887
AVG_RMSE_PER_AREA:  3.6483404623
STD_RMSE:  43.3190681035
CV_RMSE:  3.37184426638
AVG_MAE:  18.8306572829
AVG_MAE_PER_AREA:  1.46572967913
STD_MAE:  8.50289116783
CV_MAE:  0.661843065585



ITERATION 3866 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42528535944
AVG_RMSE_PER_AREA:  1.2828553612
STD_RMSE:  0.215424181682
CV_RMSE:  0.193896656955
AVG_MAE:  1.17089879158
AVG_MAE_PER_AREA:  1.05388986301
STD_MAE:  0.153238012768
CV_MAE:  0.137924805666



ITERATION 3867 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.9600943455
AVG_RMSE_PER_AREA:  3.42174009179
STD_RMSE:  47.3060337946
CV_RMSE:  3.68217936808
AVG_MAE:  19.2648966746
AVG_MAE_PER_AREA:  1.49952975072
STD_MAE:  11.2698314463
CV_MAE:  0.87721454336



ITERATION 3868 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4084084914
AVG_RMSE_PER_AREA:  1.26766501318
STD_RMSE:  0.255617611281
CV_RMSE:  0.230073522384
AVG_MAE:  1.15971771382
AVG_MAE_PER_AREA:  1.04382612001
STD_MAE:  0.18171570262
CV_MAE:  0.163556695349



ITERATION 3869 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.5069693012
AVG_RMSE_PER_AREA:  3.30863259516
STD_RMSE:  47.8311474593
CV_RMSE:  3.72305285815
AVG_MAE:  18.8082331586
AVG_MAE_PER_AREA:  1.46398424327
STD_MAE:  12.231735792
CV_MAE:  0.952086690777



ITERATION 3870 OF 6498
HP:  12
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41859710307
AVG_RMSE_PER_AREA:  1.27683546807
STD_RMSE:  0.276073832683
CV_RMSE:  0.248485535895
AVG_MAE:  1.16954448345
AVG_MAE_PER_AREA:  1.05267089206
STD_MAE:  0.190765773412
CV_MAE:  0.171702384742



ITERATION 3871 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  63.0687266807
AVG_RMSE_PER_AREA:  4.90910663032
STD_RMSE:  28.119201586
CV_RMSE:  2.18872595358
AVG_MAE:  22.7721859644
AVG_MAE_PER_AREA:  1.77252808148
STD_MAE:  1.02422291631
CV_MAE:  0.0797228638349



ITERATION 3872 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42549370127
AVG_RMSE_PER_AREA:  1.28304288325
STD_RMSE:  0.0655387440603
CV_RMSE:  0.0589894007029
AVG_MAE:  1.14461618498
AVG_MAE_PER_AREA:  1.0302337
STD_MAE:  0.0342108323449
CV_MAE:  0.0307921142907



ITERATION 3873 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.0759833566
AVG_RMSE_PER_AREA:  4.67615922725
STD_RMSE:  30.87478493
CV_RMSE:  2.40321343694
AVG_MAE:  20.633905791
AVG_MAE_PER_AREA:  1.60608988098
STD_MAE:  3.73430526764
CV_MAE:  0.29066866756



ITERATION 3874 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.41326407951
AVG_RMSE_PER_AREA:  1.27203537817
STD_RMSE:  0.0787270697984
CV_RMSE:  0.0708598056476
AVG_MAE:  1.1357931605
AVG_MAE_PER_AREA:  1.02229236799
STD_MAE:  0.0429732937632
CV_MAE:  0.0386789353636



ITERATION 3875 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.0280347656
AVG_RMSE_PER_AREA:  4.36107737428
STD_RMSE:  35.8068574224
CV_RMSE:  2.78711320863
AVG_MAE:  19.2104433764
AVG_MAE_PER_AREA:  1.49529124676
STD_MAE:  5.11593602716
CV_MAE:  0.398211233887



ITERATION 3876 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46391825638
AVG_RMSE_PER_AREA:  1.31762763934
STD_RMSE:  0.0837732725056
CV_RMSE:  0.0754017369554
AVG_MAE:  1.15808178791
AVG_MAE_PER_AREA:  1.04235367359
STD_MAE:  0.0402265432425
CV_MAE:  0.0362066699973



ITERATION 3877 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.3421099898
AVG_RMSE_PER_AREA:  4.15201193377
STD_RMSE:  39.2418071522
CV_RMSE:  3.05448081506
AVG_MAE:  18.8365591741
AVG_MAE_PER_AREA:  1.46618906708
STD_MAE:  9.11129722079
CV_MAE:  0.709199819807



ITERATION 3878 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44868738611
AVG_RMSE_PER_AREA:  1.30391880311
STD_RMSE:  0.114564331008
CV_RMSE:  0.10311581836
AVG_MAE:  1.14981773547
AVG_MAE_PER_AREA:  1.03491545506
STD_MAE:  0.0861048835364
CV_MAE:  0.0775003480801



ITERATION 3879 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  48.902967788
AVG_RMSE_PER_AREA:  3.8064805815
STD_RMSE:  42.2071420152
CV_RMSE:  3.28529481438
AVG_MAE:  16.8595746606
AVG_MAE_PER_AREA:  1.31230570374
STD_MAE:  7.17411421654
CV_MAE:  0.558414503045



ITERATION 3880 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4232463952
AVG_RMSE_PER_AREA:  1.28102015242
STD_RMSE:  0.155340933398
CV_RMSE:  0.139817579619
AVG_MAE:  1.12698534073
AVG_MAE_PER_AREA:  1.01436472126
STD_MAE:  0.0975284988696
CV_MAE:  0.0877823916564



ITERATION 3881 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.6793611576
AVG_RMSE_PER_AREA:  3.9447504488
STD_RMSE:  42.128668792
CV_RMSE:  3.27918666156
AVG_MAE:  18.4709735654
AVG_MAE_PER_AREA:  1.43773282847
STD_MAE:  8.54991835232
CV_MAE:  0.665503540044



ITERATION 3882 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43539172061
AVG_RMSE_PER_AREA:  1.29195178496
STD_RMSE:  0.108119945169
CV_RMSE:  0.0973154255703
AVG_MAE:  1.12848469762
AVG_MAE_PER_AREA:  1.01571424612
STD_MAE:  0.0789900457641
CV_MAE:  0.0710965021977



ITERATION 3883 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.1192130111
AVG_RMSE_PER_AREA:  3.6676377213
STD_RMSE:  45.1086214467
CV_RMSE:  3.511138472
AVG_MAE:  16.9355594304
AVG_MAE_PER_AREA:  1.31822016178
STD_MAE:  8.56753846586
CV_MAE:  0.666875044128



ITERATION 3884 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43801348784
AVG_RMSE_PER_AREA:  1.29431155672
STD_RMSE:  0.176412737328
CV_RMSE:  0.158783659964
AVG_MAE:  1.13555265705
AVG_MAE_PER_AREA:  1.02207589825
STD_MAE:  0.114378442665
CV_MAE:  0.102948506001



ITERATION 3885 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.3672227265
AVG_RMSE_PER_AREA:  3.6091047417
STD_RMSE:  47.7016444476
CV_RMSE:  3.71297267852
AVG_MAE:  18.6093014365
AVG_MAE_PER_AREA:  1.44849991232
STD_MAE:  10.2166892814
CV_MAE:  0.795240679982



ITERATION 3886 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4296333927
AVG_RMSE_PER_AREA:  1.28676889173
STD_RMSE:  0.227908535637
CV_RMSE:  0.205133438626
AVG_MAE:  1.14312850712
AVG_MAE_PER_AREA:  1.02889468708
STD_MAE:  0.147917206216
CV_MAE:  0.133135711913



ITERATION 3887 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.7703371693
AVG_RMSE_PER_AREA:  3.40696988378
STD_RMSE:  49.319110118
CV_RMSE:  3.8388720246
AVG_MAE:  18.9696588045
AVG_MAE_PER_AREA:  1.4765491982
STD_MAE:  12.5288172518
CV_MAE:  0.975210743551



ITERATION 3888 OF 6498
HP:  12
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41926218106
AVG_RMSE_PER_AREA:  1.27743408424
STD_RMSE:  0.289162319139
CV_RMSE:  0.260266078584
AVG_MAE:  1.14322278177
AVG_MAE_PER_AREA:  1.02897954078
STD_MAE:  0.196946059426
CV_MAE:  0.177265069432



ITERATION 3889 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.7971492323
AVG_RMSE_PER_AREA:  4.26526842663
STD_RMSE:  34.4176288076
CV_RMSE:  2.67897924489
AVG_MAE:  12.879916114
AVG_MAE_PER_AREA:  1.00253937127
STD_MAE:  4.16959845232
CV_MAE:  0.324550763672



ITERATION 3890 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.69171210251
AVG_RMSE_PER_AREA:  1.52265784949
STD_RMSE:  0.10079692402
CV_RMSE:  0.0907242002553
AVG_MAE:  1.1076520365
AVG_MAE_PER_AREA:  0.996963410837
STD_MAE:  0.0372008574505
CV_MAE:  0.0334833436024



ITERATION 3891 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.7094427386
AVG_RMSE_PER_AREA:  4.25844157991
STD_RMSE:  34.1223245148
CV_RMSE:  2.6559935222
AVG_MAE:  13.1112132655
AVG_MAE_PER_AREA:  1.02054294356
STD_MAE:  4.48810132652
CV_MAE:  0.34934220396



ITERATION 3892 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.70301975913
AVG_RMSE_PER_AREA:  1.5328355222
STD_RMSE:  0.109792693919
CV_RMSE:  0.0988210150912
AVG_MAE:  1.11245221643
AVG_MAE_PER_AREA:  1.00128390464
STD_MAE:  0.0863955433288
CV_MAE:  0.0777619619881



ITERATION 3893 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.331019359
AVG_RMSE_PER_AREA:  3.99547383844
STD_RMSE:  39.4611652586
CV_RMSE:  3.07155508295
AVG_MAE:  12.8949256889
AVG_MAE_PER_AREA:  1.00370767777
STD_MAE:  6.00768579526
CV_MAE:  0.467622730355



ITERATION 3894 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.71402114445
AVG_RMSE_PER_AREA:  1.54273752958
STD_RMSE:  0.155687189894
CV_RMSE:  0.140129234404
AVG_MAE:  1.11282178901
AVG_MAE_PER_AREA:  1.00161654551
STD_MAE:  0.126263211384
CV_MAE:  0.113645619506



ITERATION 3895 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.8230319642
AVG_RMSE_PER_AREA:  3.95593341295
STD_RMSE:  39.8133040304
CV_RMSE:  3.09896465454
AVG_MAE:  12.8335346228
AVG_MAE_PER_AREA:  0.998929155906
STD_MAE:  5.77265287465
CV_MAE:  0.449328375455



ITERATION 3896 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.70047157394
AVG_RMSE_PER_AREA:  1.53054197936
STD_RMSE:  0.140009495812
CV_RMSE:  0.126018225847
AVG_MAE:  1.10114216126
AVG_MAE_PER_AREA:  0.991104073063
STD_MAE:  0.139105488317
CV_MAE:  0.125204556602



ITERATION 3897 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.7611643984
AVG_RMSE_PER_AREA:  3.71760555762
STD_RMSE:  43.5546680331
CV_RMSE:  3.39018275579
AVG_MAE:  12.8758787393
AVG_MAE_PER_AREA:  1.00222511246
STD_MAE:  8.00441434979
CV_MAE:  0.623042918804



ITERATION 3898 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.68639992469
AVG_RMSE_PER_AREA:  1.51787652219
STD_RMSE:  0.19055106823
CV_RMSE:  0.171509135236
AVG_MAE:  1.10511604334
AVG_MAE_PER_AREA:  0.99468084167
STD_MAE:  0.189950721295
CV_MAE:  0.170968781489



ITERATION 3899 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.1788129395
AVG_RMSE_PER_AREA:  3.67227682564
STD_RMSE:  44.4249218164
CV_RMSE:  3.45792106038
AVG_MAE:  12.9378852353
AVG_MAE_PER_AREA:  1.0070515378
STD_MAE:  7.74851792501
CV_MAE:  0.60312460268



ITERATION 3900 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.68408565127
AVG_RMSE_PER_AREA:  1.51579351612
STD_RMSE:  0.209134715773
CV_RMSE:  0.188235702812
AVG_MAE:  1.11088156676
AVG_MAE_PER_AREA:  0.999870211352
STD_MAE:  0.154091271113
CV_MAE:  0.138692797166



ITERATION 3901 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.8938105497
AVG_RMSE_PER_AREA:  3.41658073248
STD_RMSE:  47.1687917208
CV_RMSE:  3.67149679988
AVG_MAE:  12.8719961718
AVG_MAE_PER_AREA:  1.00192290344
STD_MAE:  8.94029679827
CV_MAE:  0.695889589013



ITERATION 3902 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.70420045099
AVG_RMSE_PER_AREA:  1.53389822651
STD_RMSE:  0.203874455398
CV_RMSE:  0.183501104805
AVG_MAE:  1.10391033538
AVG_MAE_PER_AREA:  0.993595621143
STD_MAE:  0.164242734564
CV_MAE:  0.147829816098



ITERATION 3903 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.2918260406
AVG_RMSE_PER_AREA:  3.21404898533
STD_RMSE:  49.8470312267
CV_RMSE:  3.87996403885
AVG_MAE:  12.9135924301
AVG_MAE_PER_AREA:  1.00516064865
STD_MAE:  11.0115247906
CV_MAE:  0.857108621097



ITERATION 3904 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.69539749296
AVG_RMSE_PER_AREA:  1.52597495569
STD_RMSE:  0.318473408121
CV_RMSE:  0.286648085102
AVG_MAE:  1.11235833866
AVG_MAE_PER_AREA:  1.00119940816
STD_MAE:  0.265336269544
CV_MAE:  0.238820986724



ITERATION 3905 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  38.0610037056
AVG_RMSE_PER_AREA:  2.96257012757
STD_RMSE:  51.7458313706
CV_RMSE:  4.02776173299
AVG_MAE:  12.8552030704
AVG_MAE_PER_AREA:  1.00061577185
STD_MAE:  12.5528586501
CV_MAE:  0.977082063835



ITERATION 3906 OF 6498
HP:  12
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.66083979699
AVG_RMSE_PER_AREA:  1.49487064014
STD_RMSE:  0.363308491118
CV_RMSE:  0.327002759491
AVG_MAE:  1.10750294571
AVG_MAE_PER_AREA:  0.996829218817
STD_MAE:  0.260907703094
CV_MAE:  0.234834970748



ITERATION 3907 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.1582216012
AVG_RMSE_PER_AREA:  4.37121078098
STD_RMSE:  32.0717372429
CV_RMSE:  2.49638111044
AVG_MAE:  19.7766678056
AVG_MAE_PER_AREA:  1.53936469245
STD_MAE:  3.81730680481
CV_MAE:  0.297129292626



ITERATION 3908 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4560231109
AVG_RMSE_PER_AREA:  1.31052146258
STD_RMSE:  0.0323026321207
CV_RMSE:  0.0290746021647
AVG_MAE:  1.18819033956
AVG_MAE_PER_AREA:  1.06945345164
STD_MAE:  0.0330922373265
CV_MAE:  0.0297853014396



ITERATION 3909 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.1171615233
AVG_RMSE_PER_AREA:  4.52368959998
STD_RMSE:  32.4715305785
CV_RMSE:  2.52749999008
AVG_MAE:  20.4313446602
AVG_MAE_PER_AREA:  1.59032304625
STD_MAE:  5.55285035507
CV_MAE:  0.432219515597



ITERATION 3910 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46497295198
AVG_RMSE_PER_AREA:  1.31857693831
STD_RMSE:  0.112519935041
CV_RMSE:  0.101275720649
AVG_MAE:  1.19874914523
AVG_MAE_PER_AREA:  1.07895710674
STD_MAE:  0.108014004369
CV_MAE:  0.0972200715258



ITERATION 3911 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.0297033522
AVG_RMSE_PER_AREA:  4.20553242344
STD_RMSE:  38.1373958824
CV_RMSE:  2.96851629711
AVG_MAE:  19.4199045988
AVG_MAE_PER_AREA:  1.51159516679
STD_MAE:  6.66547453214
CV_MAE:  0.518823305021



ITERATION 3912 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45071960959
AVG_RMSE_PER_AREA:  1.30574794474
STD_RMSE:  0.116149294768
CV_RMSE:  0.104542395321
AVG_MAE:  1.17792562225
AVG_MAE_PER_AREA:  1.06021449641
STD_MAE:  0.0813441239304
CV_MAE:  0.0732153352976



ITERATION 3913 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.4582612644
AVG_RMSE_PER_AREA:  4.08321543405
STD_RMSE:  38.879291625
CV_RMSE:  3.02626354365
AVG_MAE:  19.6147199816
AVG_MAE_PER_AREA:  1.52675909252
STD_MAE:  7.35154541836
CV_MAE:  0.572225289073



ITERATION 3914 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45298864697
AVG_RMSE_PER_AREA:  1.30779023526
STD_RMSE:  0.120246750044
CV_RMSE:  0.108230388349
AVG_MAE:  1.18817327509
AVG_MAE_PER_AREA:  1.06943809244
STD_MAE:  0.0880073868391
CV_MAE:  0.0792127325829



ITERATION 3915 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.6154607055
AVG_RMSE_PER_AREA:  4.09545143213
STD_RMSE:  40.736448196
CV_RMSE:  3.17081980975
AVG_MAE:  20.0717264329
AVG_MAE_PER_AREA:  1.56233129317
STD_MAE:  7.47548130182
CV_MAE:  0.581872137825



ITERATION 3916 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44576168593
AVG_RMSE_PER_AREA:  1.30128547068
STD_RMSE:  0.147346043105
CV_RMSE:  0.132621625625
AVG_MAE:  1.18028509121
AVG_MAE_PER_AREA:  1.0623381816
STD_MAE:  0.102420021333
CV_MAE:  0.0921851000511



ITERATION 3917 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.232663908
AVG_RMSE_PER_AREA:  3.83214327511
STD_RMSE:  43.2346919344
CV_RMSE:  3.36527664352
AVG_MAE:  19.7265441651
AVG_MAE_PER_AREA:  1.53546319786
STD_MAE:  9.78806129524
CV_MAE:  0.761877385692



ITERATION 3918 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44480643505
AVG_RMSE_PER_AREA:  1.30042567884
STD_RMSE:  0.158017897725
CV_RMSE:  0.142227032586
AVG_MAE:  1.18510257804
AVG_MAE_PER_AREA:  1.0666742528
STD_MAE:  0.114141193511
CV_MAE:  0.102734965359



ITERATION 3919 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.8915865761
AVG_RMSE_PER_AREA:  3.64991986809
STD_RMSE:  45.2933496763
CV_RMSE:  3.5255172398
AVG_MAE:  19.6119114379
AVG_MAE_PER_AREA:  1.52654048274
STD_MAE:  11.0985565781
CV_MAE:  0.863882950429



ITERATION 3920 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43619968785
AVG_RMSE_PER_AREA:  1.29267901134
STD_RMSE:  0.208378250308
CV_RMSE:  0.187554831595
AVG_MAE:  1.18020596852
AVG_MAE_PER_AREA:  1.0622669657
STD_MAE:  0.142402349802
CV_MAE:  0.128171959868



ITERATION 3921 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.7569928666
AVG_RMSE_PER_AREA:  3.4837686124
STD_RMSE:  47.5921001977
CV_RMSE:  3.70444603733
AVG_MAE:  19.4819866216
AVG_MAE_PER_AREA:  1.51642747095
STD_MAE:  12.3217789062
CV_MAE:  0.95909541399



ITERATION 3922 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42676033433
AVG_RMSE_PER_AREA:  1.28418294057
STD_RMSE:  0.245052896284
CV_RMSE:  0.220564548491
AVG_MAE:  1.17639044972
AVG_MAE_PER_AREA:  1.058832735
STD_MAE:  0.18022610617
CV_MAE:  0.162215955561



ITERATION 3923 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.6970460511
AVG_RMSE_PER_AREA:  3.40126509261
STD_RMSE:  48.2227427841
CV_RMSE:  3.75353362582
AVG_MAE:  19.5347947099
AVG_MAE_PER_AREA:  1.520537916
STD_MAE:  12.5986561794
CV_MAE:  0.980646825117



ITERATION 3924 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42692589461
AVG_RMSE_PER_AREA:  1.28433195627
STD_RMSE:  0.24884362999
CV_RMSE:  0.2239764709
AVG_MAE:  1.17423921333
AVG_MAE_PER_AREA:  1.05689647352
STD_MAE:  0.161162506302
CV_MAE:  0.14505739771



ITERATION 3925 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  62.8160626355
AVG_RMSE_PER_AREA:  4.88943991427
STD_RMSE:  27.9152923808
CV_RMSE:  2.17285418822
AVG_MAE:  21.1933436861
AVG_MAE_PER_AREA:  1.64963508039
STD_MAE:  1.39371141974
CV_MAE:  0.108482893686



ITERATION 3926 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45167755468
AVG_RMSE_PER_AREA:  1.30661016155
STD_RMSE:  0.0419418146856
CV_RMSE:  0.0377505328821
AVG_MAE:  1.18679479343
AVG_MAE_PER_AREA:  1.06819736364
STD_MAE:  0.0213673022987
CV_MAE:  0.0192320493062



ITERATION 3927 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  61.3289946646
AVG_RMSE_PER_AREA:  4.773690388
STD_RMSE:  25.1191039186
CV_RMSE:  1.95520610744
AVG_MAE:  22.3051746328
AVG_MAE_PER_AREA:  1.73617712682
STD_MAE:  2.91572053793
CV_MAE:  0.226952148525



ITERATION 3928 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46052624372
AVG_RMSE_PER_AREA:  1.31457459345
STD_RMSE:  0.0880406342922
CV_RMSE:  0.0792426575893
AVG_MAE:  1.20459482286
AVG_MAE_PER_AREA:  1.08421862075
STD_MAE:  0.0702251289991
CV_MAE:  0.063207471143



ITERATION 3929 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.5700929394
AVG_RMSE_PER_AREA:  4.40326978112
STD_RMSE:  31.7228002598
CV_RMSE:  2.46922075779
AVG_MAE:  21.1302084986
AVG_MAE_PER_AREA:  1.64472080062
STD_MAE:  4.70142620249
CV_MAE:  0.365946860787



ITERATION 3930 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43427197396
AVG_RMSE_PER_AREA:  1.29094393556
STD_RMSE:  0.1256051555
CV_RMSE:  0.113053323716
AVG_MAE:  1.18522068864
AVG_MAE_PER_AREA:  1.06678056051
STD_MAE:  0.100694570248
CV_MAE:  0.0906320747845



ITERATION 3931 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.3906158971
AVG_RMSE_PER_AREA:  4.38929975216
STD_RMSE:  32.7091482251
CV_RMSE:  2.54599553336
AVG_MAE:  21.3804003103
AVG_MAE_PER_AREA:  1.66419508441
STD_MAE:  5.09660935298
CV_MAE:  0.396706895535



ITERATION 3932 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43710128372
AVG_RMSE_PER_AREA:  1.29349050995
STD_RMSE:  0.133818436262
CV_RMSE:  0.12044584423
AVG_MAE:  1.17624667703
AVG_MAE_PER_AREA:  1.05870332964
STD_MAE:  0.0994322683807
CV_MAE:  0.0894959158343



ITERATION 3933 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.2264091753
AVG_RMSE_PER_AREA:  4.29868091081
STD_RMSE:  35.4543439084
CV_RMSE:  2.75967446807
AVG_MAE:  21.6872979512
AVG_MAE_PER_AREA:  1.68808320335
STD_MAE:  6.1807469511
CV_MAE:  0.481093363302



ITERATION 3934 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43307865528
AVG_RMSE_PER_AREA:  1.28986986624
STD_RMSE:  0.164121404795
CV_RMSE:  0.147720610918
AVG_MAE:  1.17664973311
AVG_MAE_PER_AREA:  1.05906610798
STD_MAE:  0.117681182331
CV_MAE:  0.105921200036



ITERATION 3935 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.1435382288
AVG_RMSE_PER_AREA:  4.13655562127
STD_RMSE:  36.7104663399
CV_RMSE:  2.85744779062
AVG_MAE:  21.1469358478
AVG_MAE_PER_AREA:  1.64602281424
STD_MAE:  6.85297610567
CV_MAE:  0.533417942748



ITERATION 3936 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42754034111
AVG_RMSE_PER_AREA:  1.2848850006
STD_RMSE:  0.152267926779
CV_RMSE:  0.137051661208
AVG_MAE:  1.1766985392
AVG_MAE_PER_AREA:  1.05911003682
STD_MAE:  0.108319866205
CV_MAE:  0.0974953683239



ITERATION 3937 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.765429233
AVG_RMSE_PER_AREA:  3.95144976528
STD_RMSE:  39.424558201
CV_RMSE:  3.06870568423
AVG_MAE:  21.0179150327
AVG_MAE_PER_AREA:  1.63598016755
STD_MAE:  8.31235280754
CV_MAE:  0.647012052227



ITERATION 3938 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42709456751
AVG_RMSE_PER_AREA:  1.28448377354
STD_RMSE:  0.175336023531
CV_RMSE:  0.157814543108
AVG_MAE:  1.17215135586
AVG_MAE_PER_AREA:  1.05501725745
STD_MAE:  0.125428057444
CV_MAE:  0.112893923221



ITERATION 3939 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.2628087172
AVG_RMSE_PER_AREA:  3.75665225447
STD_RMSE:  42.0619251778
CV_RMSE:  3.2739915112
AVG_MAE:  20.8859448389
AVG_MAE_PER_AREA:  1.62570794886
STD_MAE:  9.8613684704
CV_MAE:  0.767583426682



ITERATION 3940 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41757548495
AVG_RMSE_PER_AREA:  1.27591594113
STD_RMSE:  0.227055418383
CV_RMSE:  0.204365574117
AVG_MAE:  1.17079766045
AVG_MAE_PER_AREA:  1.053798838
STD_MAE:  0.170389169958
CV_MAE:  0.153362032889



ITERATION 3941 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.8534773388
AVG_RMSE_PER_AREA:  3.64695354358
STD_RMSE:  43.2010345613
CV_RMSE:  3.36265684061
AVG_MAE:  20.7762623876
AVG_MAE_PER_AREA:  1.61717055041
STD_MAE:  11.2201663359
CV_MAE:  0.873348739573



ITERATION 3942 OF 6498
HP:  12
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40671334313
AVG_RMSE_PER_AREA:  1.26613926254
STD_RMSE:  0.243198628575
CV_RMSE:  0.218895579357
AVG_MAE:  1.16429504369
AVG_MAE_PER_AREA:  1.04794603335
STD_MAE:  0.165870880111
CV_MAE:  0.149295259653



ITERATION 3943 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.9014726037
AVG_RMSE_PER_AREA:  4.35122610281
STD_RMSE:  32.1827149643
CV_RMSE:  2.50501932935
AVG_MAE:  19.6771922096
AVG_MAE_PER_AREA:  1.53162176924
STD_MAE:  3.8049726177
CV_MAE:  0.29616923139



ITERATION 3944 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44882209603
AVG_RMSE_PER_AREA:  1.30404005135
STD_RMSE:  0.0244455900688
CV_RMSE:  0.0220027211181
AVG_MAE:  1.18362141705
AVG_MAE_PER_AREA:  1.06534110551
STD_MAE:  0.0290103191854
CV_MAE:  0.0261112929075



ITERATION 3945 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.0494206449
AVG_RMSE_PER_AREA:  4.51841682514
STD_RMSE:  32.4293397683
CV_RMSE:  2.52421596649
AVG_MAE:  20.3395958271
AVG_MAE_PER_AREA:  1.58318155428
STD_MAE:  5.39003977442
CV_MAE:  0.419546760921



ITERATION 3946 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46705790794
AVG_RMSE_PER_AREA:  1.32045354281
STD_RMSE:  0.104612671856
CV_RMSE:  0.0941586371112
AVG_MAE:  1.19991766409
AVG_MAE_PER_AREA:  1.08000885449
STD_MAE:  0.10722071517
CV_MAE:  0.0965060564019



ITERATION 3947 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.9921897992
AVG_RMSE_PER_AREA:  4.20261246545
STD_RMSE:  37.8393358399
CV_RMSE:  2.94531607399
AVG_MAE:  19.5538350655
AVG_MAE_PER_AREA:  1.52201996806
STD_MAE:  6.56066015199
CV_MAE:  0.510664824652



ITERATION 3948 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45784653319
AVG_RMSE_PER_AREA:  1.31216266871
STD_RMSE:  0.106865322294
CV_RMSE:  0.0961861782433
AVG_MAE:  1.19191391308
AVG_MAE_PER_AREA:  1.07280492524
STD_MAE:  0.0812352460657
CV_MAE:  0.073117337692



ITERATION 3949 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.4288457928
AVG_RMSE_PER_AREA:  4.08092580978
STD_RMSE:  38.975935125
CV_RMSE:  3.03378602384
AVG_MAE:  19.8283255473
AVG_MAE_PER_AREA:  1.54338559751
STD_MAE:  7.61273804092
CV_MAE:  0.592555847541



ITERATION 3950 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45801969206
AVG_RMSE_PER_AREA:  1.31231852366
STD_RMSE:  0.124965366954
CV_RMSE:  0.112477469792
AVG_MAE:  1.1965381831
AVG_MAE_PER_AREA:  1.07696708796
STD_MAE:  0.0912055872924
CV_MAE:  0.0820913340998



ITERATION 3951 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.9987562434
AVG_RMSE_PER_AREA:  4.04744875119
STD_RMSE:  40.8957124047
CV_RMSE:  3.183216524
AVG_MAE:  19.7100662393
AVG_MAE_PER_AREA:  1.53418059872
STD_MAE:  7.39791083488
CV_MAE:  0.575834253225



ITERATION 3952 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44133373391
AVG_RMSE_PER_AREA:  1.29730000774
STD_RMSE:  0.140573380238
CV_RMSE:  0.126525760814
AVG_MAE:  1.17686569672
AVG_MAE_PER_AREA:  1.05926049015
STD_MAE:  0.0877354668846
CV_MAE:  0.0789679858246



ITERATION 3953 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.0792910909
AVG_RMSE_PER_AREA:  3.82020513155
STD_RMSE:  43.4601966276
CV_RMSE:  3.38282934583
AVG_MAE:  19.8527804642
AVG_MAE_PER_AREA:  1.54528910502
STD_MAE:  10.3029291079
CV_MAE:  0.801953365121



ITERATION 3954 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4521026392
AVG_RMSE_PER_AREA:  1.30699276701
STD_RMSE:  0.170166863263
CV_RMSE:  0.153161941494
AVG_MAE:  1.19279751466
AVG_MAE_PER_AREA:  1.07360022775
STD_MAE:  0.125719466862
CV_MAE:  0.113156211844



ITERATION 3955 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.633621445
AVG_RMSE_PER_AREA:  3.62984052921
STD_RMSE:  45.19816805
CV_RMSE:  3.51810854809
AVG_MAE:  19.5382871615
AVG_MAE_PER_AREA:  1.52080975941
STD_MAE:  10.855583158
CV_MAE:  0.844970527576



ITERATION 3956 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4310661032
AVG_RMSE_PER_AREA:  1.28805843024
STD_RMSE:  0.206265272185
CV_RMSE:  0.185653005203
AVG_MAE:  1.17676675549
AVG_MAE_PER_AREA:  1.05917143621
STD_MAE:  0.139977991425
CV_MAE:  0.12598986972



ITERATION 3957 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.9718799604
AVG_RMSE_PER_AREA:  3.42265745357
STD_RMSE:  47.6015727318
CV_RMSE:  3.70518335489
AVG_MAE:  19.3182112109
AVG_MAE_PER_AREA:  1.50367961639
STD_MAE:  12.1942999992
CV_MAE:  0.949172785451



ITERATION 3958 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4274375833
AVG_RMSE_PER_AREA:  1.28479251147
STD_RMSE:  0.24253842862
CV_RMSE:  0.218301353754
AVG_MAE:  1.1754536561
AVG_MAE_PER_AREA:  1.05798955598
STD_MAE:  0.177183492166
CV_MAE:  0.159477392605



ITERATION 3959 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.8271841863
AVG_RMSE_PER_AREA:  3.33355729396
STD_RMSE:  48.6337660227
CV_RMSE:  3.78552661207
AVG_MAE:  19.3059153921
AVG_MAE_PER_AREA:  1.50272254164
STD_MAE:  12.8239664963
CV_MAE:  0.998184397673



ITERATION 3960 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43014834689
AVG_RMSE_PER_AREA:  1.28723238611
STD_RMSE:  0.257161443343
CV_RMSE:  0.231463077973
AVG_MAE:  1.17930402168
AVG_MAE_PER_AREA:  1.06145515119
STD_MAE:  0.174495177507
CV_MAE:  0.157057723554



ITERATION 3961 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.4454126161
AVG_RMSE_PER_AREA:  4.70491464571
STD_RMSE:  29.5267732996
CV_RMSE:  2.29828769671
AVG_MAE:  21.5174352698
AVG_MAE_PER_AREA:  1.67486153138
STD_MAE:  1.56478542841
CV_MAE:  0.121798852235



ITERATION 3962 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44696179387
AVG_RMSE_PER_AREA:  1.30236565079
STD_RMSE:  0.0408915198133
CV_RMSE:  0.0368051948844
AVG_MAE:  1.18293371442
AVG_MAE_PER_AREA:  1.0647221256
STD_MAE:  0.0296497009155
CV_MAE:  0.0266867806685



ITERATION 3963 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.65999416
AVG_RMSE_PER_AREA:  4.56594228901
STD_RMSE:  28.9440326372
CV_RMSE:  2.25292867013
AVG_MAE:  21.1847966144
AVG_MAE_PER_AREA:  1.64896979843
STD_MAE:  2.32348214481
CV_MAE:  0.180853843146



ITERATION 3964 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46116380178
AVG_RMSE_PER_AREA:  1.31514843978
STD_RMSE:  0.0921838223149
CV_RMSE:  0.0829718132507
AVG_MAE:  1.19941312026
AVG_MAE_PER_AREA:  1.07955473016
STD_MAE:  0.0904610419403
CV_MAE:  0.0814211918084



ITERATION 3965 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.739374923
AVG_RMSE_PER_AREA:  4.33860883842
STD_RMSE:  33.957400049
CV_RMSE:  2.64315622817
AVG_MAE:  20.7306746619
AVG_MAE_PER_AREA:  1.61362211971
STD_MAE:  3.78491038221
CV_MAE:  0.294607638847



ITERATION 3966 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44931526045
AVG_RMSE_PER_AREA:  1.30448393343
STD_RMSE:  0.100516634725
CV_RMSE:  0.0904719205121
AVG_MAE:  1.19823571489
AVG_MAE_PER_AREA:  1.07849498393
STD_MAE:  0.0894960325296
CV_MAE:  0.0805526166225



ITERATION 3967 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.0712930612
AVG_RMSE_PER_AREA:  4.28660707352
STD_RMSE:  35.2741194866
CV_RMSE:  2.74564626502
AVG_MAE:  20.9989086901
AVG_MAE_PER_AREA:  1.63450076299
STD_MAE:  4.81059579178
CV_MAE:  0.374444339376



ITERATION 3968 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44254552066
AVG_RMSE_PER_AREA:  1.29839069959
STD_RMSE:  0.116614945887
CV_RMSE:  0.104961513522
AVG_MAE:  1.18217992825
AVG_MAE_PER_AREA:  1.06404366593
STD_MAE:  0.0992387201938
CV_MAE:  0.0893217090851



ITERATION 3969 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.3169752815
AVG_RMSE_PER_AREA:  4.15005551306
STD_RMSE:  38.0188349614
CV_RMSE:  2.95928782154
AVG_MAE:  20.9484445073
AVG_MAE_PER_AREA:  1.63057276146
STD_MAE:  5.94892220111
CV_MAE:  0.463048724109



ITERATION 3970 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43604865944
AVG_RMSE_PER_AREA:  1.29254307532
STD_RMSE:  0.152527485382
CV_RMSE:  0.137285281896
AVG_MAE:  1.18015020559
AVG_MAE_PER_AREA:  1.06221677522
STD_MAE:  0.118791336337
CV_MAE:  0.106920415392



ITERATION 3971 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.333729266
AVG_RMSE_PER_AREA:  4.07352218525
STD_RMSE:  39.2682296481
CV_RMSE:  3.05653747383
AVG_MAE:  20.8985041908
AVG_MAE_PER_AREA:  1.62668553634
STD_MAE:  6.85462822527
CV_MAE:  0.533546539467



ITERATION 3972 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45016702734
AVG_RMSE_PER_AREA:  1.30525058252
STD_RMSE:  0.147988328877
CV_RMSE:  0.133199727224
AVG_MAE:  1.19810088865
AVG_MAE_PER_AREA:  1.07837363099
STD_MAE:  0.113194353563
CV_MAE:  0.101882743946



ITERATION 3973 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.4938238587
AVG_RMSE_PER_AREA:  3.85247129048
STD_RMSE:  42.1112880219
CV_RMSE:  3.27783378736
AVG_MAE:  20.6454076097
AVG_MAE_PER_AREA:  1.60698515281
STD_MAE:  7.99375898127
CV_MAE:  0.622213532466



ITERATION 3974 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43674054504
AVG_RMSE_PER_AREA:  1.29316582019
STD_RMSE:  0.179064292707
CV_RMSE:  0.161170243121
AVG_MAE:  1.18395774807
AVG_MAE_PER_AREA:  1.06564382668
STD_MAE:  0.125448246463
CV_MAE:  0.112912094734



ITERATION 3975 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.9412890973
AVG_RMSE_PER_AREA:  3.65378858384
STD_RMSE:  45.2768488265
CV_RMSE:  3.52423285632
AVG_MAE:  20.6508834586
AVG_MAE_PER_AREA:  1.60741137873
STD_MAE:  9.82057492605
CV_MAE:  0.764408162656



ITERATION 3976 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43484907419
AVG_RMSE_PER_AREA:  1.29146336566
STD_RMSE:  0.227757400337
CV_RMSE:  0.204997406407
AVG_MAE:  1.18969509971
AVG_MAE_PER_AREA:  1.07080783981
STD_MAE:  0.163368429046
CV_MAE:  0.147042880686



ITERATION 3977 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.2403049356
AVG_RMSE_PER_AREA:  3.52138837433
STD_RMSE:  46.3114208887
CV_RMSE:  3.60476127091
AVG_MAE:  20.5366826345
AVG_MAE_PER_AREA:  1.59852228183
STD_MAE:  11.4601934257
CV_MAE:  0.892031827685



ITERATION 3978 OF 6498
HP:  12
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42717442905
AVG_RMSE_PER_AREA:  1.28455565445
STD_RMSE:  0.235984188465
CV_RMSE:  0.212402084485
AVG_MAE:  1.18579601566
AVG_MAE_PER_AREA:  1.0672983946
STD_MAE:  0.158791031801
CV_MAE:  0.142922906705



ITERATION 3979 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.1197516147
AVG_RMSE_PER_AREA:  4.44605379134
STD_RMSE:  31.00994007
CV_RMSE:  2.41373356361
AVG_MAE:  19.7108625898
AVG_MAE_PER_AREA:  1.53424258458
STD_MAE:  2.36353377029
CV_MAE:  0.183971358126



ITERATION 3980 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42593548441
AVG_RMSE_PER_AREA:  1.28344051861
STD_RMSE:  0.0212332660934
CV_RMSE:  0.0191114074548
AVG_MAE:  1.17058742656
AVG_MAE_PER_AREA:  1.05360961295
STD_MAE:  0.0121470464565
CV_MAE:  0.010933181602



ITERATION 3981 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.3627755733
AVG_RMSE_PER_AREA:  4.62064497729
STD_RMSE:  31.5044754961
CV_RMSE:  2.45222692263
AVG_MAE:  21.089915951
AVG_MAE_PER_AREA:  1.64158453288
STD_MAE:  4.58380298072
CV_MAE:  0.356791373301



ITERATION 3982 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46215477776
AVG_RMSE_PER_AREA:  1.31604038667
STD_RMSE:  0.081142781095
CV_RMSE:  0.0730341128258
AVG_MAE:  1.19359777975
AVG_MAE_PER_AREA:  1.07432052166
STD_MAE:  0.0737572206062
CV_MAE:  0.066386597782



ITERATION 3983 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.1963028887
AVG_RMSE_PER_AREA:  4.4520123446
STD_RMSE:  35.8419103689
CV_RMSE:  2.78984163936
AVG_MAE:  21.0045166252
AVG_MAE_PER_AREA:  1.63493727016
STD_MAE:  5.1206638022
CV_MAE:  0.398579231674



ITERATION 3984 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45843183154
AVG_RMSE_PER_AREA:  1.31268947769
STD_RMSE:  0.0585450968499
CV_RMSE:  0.0526946347048
AVG_MAE:  1.18303626431
AVG_MAE_PER_AREA:  1.06481442759
STD_MAE:  0.0573618923302
CV_MAE:  0.0516296688357



ITERATION 3985 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.6160753572
AVG_RMSE_PER_AREA:  4.25117410433
STD_RMSE:  37.5357513947
CV_RMSE:  2.92168584564
AVG_MAE:  20.61227398
AVG_MAE_PER_AREA:  1.60440611673
STD_MAE:  6.46892988374
CV_MAE:  0.503524777726



ITERATION 3986 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45725673189
AVG_RMSE_PER_AREA:  1.31163180676
STD_RMSE:  0.106450736605
CV_RMSE:  0.0958130224606
AVG_MAE:  1.18769874743
AVG_MAE_PER_AREA:  1.06901098474
STD_MAE:  0.101550689741
CV_MAE:  0.0914026415167



ITERATION 3987 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.6651848651
AVG_RMSE_PER_AREA:  4.17715924681
STD_RMSE:  40.3153263222
CV_RMSE:  3.13804077184
AVG_MAE:  20.499940548
AVG_MAE_PER_AREA:  1.59566237281
STD_MAE:  7.36839762819
CV_MAE:  0.573537021518



ITERATION 3988 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45303702152
AVG_RMSE_PER_AREA:  1.3078337757
STD_RMSE:  0.125486518753
CV_RMSE:  0.112946542441
AVG_MAE:  1.1858588677
AVG_MAE_PER_AREA:  1.06735496579
STD_MAE:  0.103651848118
CV_MAE:  0.0932938293201



ITERATION 3989 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.8245946781
AVG_RMSE_PER_AREA:  4.03389246522
STD_RMSE:  41.3692965185
CV_RMSE:  3.22007908704
AVG_MAE:  20.5023404255
AVG_MAE_PER_AREA:  1.59584917307
STD_MAE:  8.46029641913
CV_MAE:  0.658527600468



ITERATION 3990 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44898156689
AVG_RMSE_PER_AREA:  1.30418358615
STD_RMSE:  0.160435565881
CV_RMSE:  0.144403101073
AVG_MAE:  1.19122781201
AVG_MAE_PER_AREA:  1.07218738684
STD_MAE:  0.124963408078
CV_MAE:  0.112475706668



ITERATION 3991 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.8688873495
AVG_RMSE_PER_AREA:  3.88166526294
STD_RMSE:  43.2922584628
CV_RMSE:  3.36975747326
AVG_MAE:  20.3990316993
AVG_MAE_PER_AREA:  1.58780788891
STD_MAE:  9.43240602624
CV_MAE:  0.734194099046



ITERATION 3992 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44029406337
AVG_RMSE_PER_AREA:  1.29636423237
STD_RMSE:  0.180679424419
CV_RMSE:  0.162623973325
AVG_MAE:  1.18522869845
AVG_MAE_PER_AREA:  1.06678776989
STD_MAE:  0.138041402855
CV_MAE:  0.12424680612



ITERATION 3993 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.9046696051
AVG_RMSE_PER_AREA:  3.72877563189
STD_RMSE:  45.8618637311
CV_RMSE:  3.56976890402
AVG_MAE:  20.4210796087
AVG_MAE_PER_AREA:  1.58952404118
STD_MAE:  11.4587504567
CV_MAE:  0.891919510712



ITERATION 3994 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4420330169
AVG_RMSE_PER_AREA:  1.29792941077
STD_RMSE:  0.22241487895
CV_RMSE:  0.200188767801
AVG_MAE:  1.18875971551
AVG_MAE_PER_AREA:  1.06996592936
STD_MAE:  0.17194114819
CV_MAE:  0.154758920595



ITERATION 3995 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.430987171
AVG_RMSE_PER_AREA:  3.53623058655
STD_RMSE:  47.4912188409
CV_RMSE:  3.69659369333
AVG_MAE:  20.1907678152
AVG_MAE_PER_AREA:  1.57159716661
STD_MAE:  11.6158932032
CV_MAE:  0.904151095828



ITERATION 3996 OF 6498
HP:  12
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43445732536
AVG_RMSE_PER_AREA:  1.29111076463
STD_RMSE:  0.239024412984
CV_RMSE:  0.215138496738
AVG_MAE:  1.18466790612
AVG_MAE_PER_AREA:  1.06628301802
STD_MAE:  0.17718496571
CV_MAE:  0.159478718896



ITERATION 3997 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.0860964705
AVG_RMSE_PER_AREA:  4.59910899123
STD_RMSE:  30.6368840376
CV_RMSE:  2.38469584653
AVG_MAE:  20.7434271053
AVG_MAE_PER_AREA:  1.61461473693
STD_MAE:  2.19971658993
CV_MAE:  0.171220252331



ITERATION 3998 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47808149093
AVG_RMSE_PER_AREA:  1.33037552962
STD_RMSE:  0.0286314315733
CV_RMSE:  0.025770267862
AVG_MAE:  1.20601296087
AVG_MAE_PER_AREA:  1.085495043
STD_MAE:  0.0185991956882
CV_MAE:  0.0167405619826



ITERATION 3999 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.314907859
AVG_RMSE_PER_AREA:  4.53908166351
STD_RMSE:  31.1683784296
CV_RMSE:  2.4260659959
AVG_MAE:  20.5938036159
AVG_MAE_PER_AREA:  1.60296843134
STD_MAE:  3.42870068197
CV_MAE:  0.266881196706



ITERATION 4000 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47320163698
AVG_RMSE_PER_AREA:  1.3259833237
STD_RMSE:  0.0786549387348
CV_RMSE:  0.0707948827036
AVG_MAE:  1.20815913749
AVG_MAE_PER_AREA:  1.08742675033
STD_MAE:  0.0774775562035
CV_MAE:  0.0697351570266



ITERATION 4001 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.0429476291
AVG_RMSE_PER_AREA:  4.20656332371
STD_RMSE:  37.394723858
CV_RMSE:  2.91070862679
AVG_MAE:  19.8743308254
AVG_MAE_PER_AREA:  1.54696652942
STD_MAE:  5.46928055503
CV_MAE:  0.425714658419



ITERATION 4002 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46923356769
AVG_RMSE_PER_AREA:  1.322411787
STD_RMSE:  0.0902810422057
CV_RMSE:  0.0812591796029
AVG_MAE:  1.20987683901
AVG_MAE_PER_AREA:  1.08897280045
STD_MAE:  0.0763421660543
CV_MAE:  0.0687132273966



ITERATION 4003 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.2562874308
AVG_RMSE_PER_AREA:  4.14533172766
STD_RMSE:  37.8244794931
CV_RMSE:  2.94415969436
AVG_MAE:  19.6915923349
AVG_MAE_PER_AREA:  1.53274263776
STD_MAE:  5.86459781454
CV_MAE:  0.456485131867



ITERATION 4004 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46614028577
AVG_RMSE_PER_AREA:  1.31962761942
STD_RMSE:  0.103974888979
CV_RMSE:  0.0935845884286
AVG_MAE:  1.20132375954
AVG_MAE_PER_AREA:  1.08127443761
STD_MAE:  0.0776079744412
CV_MAE:  0.0698525424571



ITERATION 4005 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.8155557063
AVG_RMSE_PER_AREA:  3.95535148037
STD_RMSE:  41.2709900066
CV_RMSE:  3.21242716231
AVG_MAE:  19.5894853884
AVG_MAE_PER_AREA:  1.52479489703
STD_MAE:  7.27855313424
CV_MAE:  0.566543758388



ITERATION 4006 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47221468565
AVG_RMSE_PER_AREA:  1.32509499927
STD_RMSE:  0.133011959322
CV_RMSE:  0.119719959228
AVG_MAE:  1.20879580386
AVG_MAE_PER_AREA:  1.08799979408
STD_MAE:  0.0862220594134
CV_MAE:  0.0776058144704



ITERATION 4007 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.4329335071
AVG_RMSE_PER_AREA:  3.92556915759
STD_RMSE:  41.9927160714
CV_RMSE:  3.26860445328
AVG_MAE:  19.7924468085
AVG_MAE_PER_AREA:  1.54059288924
STD_MAE:  7.68443235141
CV_MAE:  0.598136347314



ITERATION 4008 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46570790117
AVG_RMSE_PER_AREA:  1.31923844338
STD_RMSE:  0.136264854129
CV_RMSE:  0.122647789444
AVG_MAE:  1.20846730621
AVG_MAE_PER_AREA:  1.08770412349
STD_MAE:  0.0897834740145
CV_MAE:  0.0808113338313



ITERATION 4009 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.7902281443
AVG_RMSE_PER_AREA:  3.71986780446
STD_RMSE:  44.4133824621
CV_RMSE:  3.45702286687
AVG_MAE:  19.8254851074
AVG_MAE_PER_AREA:  1.54316450501
STD_MAE:  9.26098421425
CV_MAE:  0.720851068385



ITERATION 4010 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46811015921
AVG_RMSE_PER_AREA:  1.3214006417
STD_RMSE:  0.159967102848
CV_RMSE:  0.143981451956
AVG_MAE:  1.20916815776
AVG_MAE_PER_AREA:  1.08833493833
STD_MAE:  0.0982199789949
CV_MAE:  0.0884047715749



ITERATION 4011 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.5983134016
AVG_RMSE_PER_AREA:  3.54925482774
STD_RMSE:  47.2362323641
CV_RMSE:  3.6767462052
AVG_MAE:  20.0384316114
AVG_MAE_PER_AREA:  1.55973971035
STD_MAE:  11.4465645904
CV_MAE:  0.890970994384



ITERATION 4012 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.46002330589
AVG_RMSE_PER_AREA:  1.31412191463
STD_RMSE:  0.208304962369
CV_RMSE:  0.187488867383
AVG_MAE:  1.21049438252
AVG_MAE_PER_AREA:  1.08952863231
STD_MAE:  0.14862701149
CV_MAE:  0.133774585732



ITERATION 4013 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.0754732391
AVG_RMSE_PER_AREA:  3.35288347191
STD_RMSE:  48.7689434951
CV_RMSE:  3.79604847705
AVG_MAE:  19.7208013977
AVG_MAE_PER_AREA:  1.5350161957
STD_MAE:  12.2727594987
CV_MAE:  0.955279870046



ITERATION 4014 OF 6498
HP:  12
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45313131539
AVG_RMSE_PER_AREA:  1.3079186467
STD_RMSE:  0.252812263296
CV_RMSE:  0.227548515248
AVG_MAE:  1.21220688338
AVG_MAE_PER_AREA:  1.09107000148
STD_MAE:  0.171086995881
CV_MAE:  0.153990124464



ITERATION 4015 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.0794982982
AVG_RMSE_PER_AREA:  4.44292057726
STD_RMSE:  30.899873109
CV_RMSE:  2.40516623593
AVG_MAE:  19.7994262968
AVG_MAE_PER_AREA:  1.54113615457
STD_MAE:  2.52762633801
CV_MAE:  0.196743899361



ITERATION 4016 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45301849473
AVG_RMSE_PER_AREA:  1.3078171003
STD_RMSE:  0.0241285938123
CV_RMSE:  0.0217174025716
AVG_MAE:  1.19683452452
AVG_MAE_PER_AREA:  1.07723381573
STD_MAE:  0.023424575626
CV_MAE:  0.0210837375313



ITERATION 4017 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.7813938001
AVG_RMSE_PER_AREA:  4.57539172314
STD_RMSE:  31.2064349346
CV_RMSE:  2.42902821587
AVG_MAE:  20.3708370363
AVG_MAE_PER_AREA:  1.58561328924
STD_MAE:  4.106102118
CV_MAE:  0.319608373169



ITERATION 4018 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4635538354
AVG_RMSE_PER_AREA:  1.31729963527
STD_RMSE:  0.0626359835909
CV_RMSE:  0.0563767155969
AVG_MAE:  1.20544829179
AVG_MAE_PER_AREA:  1.08498680178
STD_MAE:  0.0613738655228
CV_MAE:  0.0552407220785



ITERATION 4019 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.6099616282
AVG_RMSE_PER_AREA:  4.40637305678
STD_RMSE:  35.9453157834
CV_RMSE:  2.79789044949
AVG_MAE:  20.3410709217
AVG_MAE_PER_AREA:  1.58329637183
STD_MAE:  4.78633691609
CV_MAE:  0.37255609121



ITERATION 4020 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47977794653
AVG_RMSE_PER_AREA:  1.33190245694
STD_RMSE:  0.0624533899352
CV_RMSE:  0.0562123686831
AVG_MAE:  1.20996063005
AVG_MAE_PER_AREA:  1.08904821818
STD_MAE:  0.0568342565692
CV_MAE:  0.0511547601725



ITERATION 4021 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.8524218726
AVG_RMSE_PER_AREA:  4.1917332914
STD_RMSE:  37.3841717163
CV_RMSE:  2.90988727536
AVG_MAE:  19.948859369
AVG_MAE_PER_AREA:  1.55276763858
STD_MAE:  5.72483826456
CV_MAE:  0.445606609823



ITERATION 4022 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45292200883
AVG_RMSE_PER_AREA:  1.30773025632
STD_RMSE:  0.100483772908
CV_RMSE:  0.0904423426047
AVG_MAE:  1.19426455149
AVG_MAE_PER_AREA:  1.07492066232
STD_MAE:  0.0875420791715
CV_MAE:  0.0787939235128



ITERATION 4023 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.0966119139
AVG_RMSE_PER_AREA:  4.13290299825
STD_RMSE:  40.3147758095
CV_RMSE:  3.13799792135
AVG_MAE:  20.1114329751
AVG_MAE_PER_AREA:  1.56542194776
STD_MAE:  7.61290406639
CV_MAE:  0.592568770534



ITERATION 4024 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45758729548
AVG_RMSE_PER_AREA:  1.31192933684
STD_RMSE:  0.123255264666
CV_RMSE:  0.110938259504
AVG_MAE:  1.1955130424
AVG_MAE_PER_AREA:  1.07604439046
STD_MAE:  0.0972435133693
CV_MAE:  0.0875258850036



ITERATION 4025 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.9357146557
AVG_RMSE_PER_AREA:  4.04254175698
STD_RMSE:  40.8783004286
CV_RMSE:  3.1818612208
AVG_MAE:  20.1492682141
AVG_MAE_PER_AREA:  1.56836694494
STD_MAE:  7.64586091835
CV_MAE:  0.595134046686



ITERATION 4026 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45304887299
AVG_RMSE_PER_AREA:  1.30784444283
STD_RMSE:  0.162183520203
CV_RMSE:  0.145976380809
AVG_MAE:  1.19712272243
AVG_MAE_PER_AREA:  1.07749321377
STD_MAE:  0.12191288776
CV_MAE:  0.109730027483



ITERATION 4027 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.5449682215
AVG_RMSE_PER_AREA:  3.85645223546
STD_RMSE:  43.4149997944
CV_RMSE:  3.37931134118
AVG_MAE:  20.0385261438
AVG_MAE_PER_AREA:  1.5597470685
STD_MAE:  9.59311984688
CV_MAE:  0.746703647343



ITERATION 4028 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44487715988
AVG_RMSE_PER_AREA:  1.30048933608
STD_RMSE:  0.203710138191
CV_RMSE:  0.183353207958
AVG_MAE:  1.1925450651
AVG_MAE_PER_AREA:  1.0733730057
STD_MAE:  0.153499891075
CV_MAE:  0.138160514247



ITERATION 4029 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.9907193889
AVG_RMSE_PER_AREA:  3.65763610995
STD_RMSE:  46.1306884489
CV_RMSE:  3.59069352506
AVG_MAE:  19.6421139075
AVG_MAE_PER_AREA:  1.52889136489
STD_MAE:  10.8921253907
CV_MAE:  0.847814880493



ITERATION 4030 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4512316061
AVG_RMSE_PER_AREA:  1.306208777
STD_RMSE:  0.227970042872
CV_RMSE:  0.20518879939
AVG_MAE:  1.20092331356
AVG_MAE_PER_AREA:  1.08091400855
STD_MAE:  0.171298763033
CV_MAE:  0.154180729541



ITERATION 4031 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.5235596582
AVG_RMSE_PER_AREA:  3.46559877497
STD_RMSE:  47.837793314
CV_RMSE:  3.72357015429
AVG_MAE:  19.5523263591
AVG_MAE_PER_AREA:  1.52190253425
STD_MAE:  11.5399667597
CV_MAE:  0.89824117776



ITERATION 4032 OF 6498
HP:  12
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43572522242
AVG_RMSE_PER_AREA:  1.29225195964
STD_RMSE:  0.26626949239
CV_RMSE:  0.239660951805
AVG_MAE:  1.18975179239
AVG_MAE_PER_AREA:  1.07085886714
STD_MAE:  0.187210399146
CV_MAE:  0.168502302101



ITERATION 4033 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.4070088554
AVG_RMSE_PER_AREA:  4.4684131523
STD_RMSE:  31.0835178922
CV_RMSE:  2.41946067106
AVG_MAE:  19.3883646249
AVG_MAE_PER_AREA:  1.50914017676
STD_MAE:  2.79936399086
CV_MAE:  0.217895255723



ITERATION 4034 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.40996851968
AVG_RMSE_PER_AREA:  1.26906914648
STD_RMSE:  0.0135919626115
CV_RMSE:  0.0122337060364
AVG_MAE:  1.15295684821
AVG_MAE_PER_AREA:  1.03774087355
STD_MAE:  0.00937981273453
CV_MAE:  0.00844247993838



ITERATION 4035 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.535811028
AVG_RMSE_PER_AREA:  4.55627619507
STD_RMSE:  31.9725462018
CV_RMSE:  2.48866033624
AVG_MAE:  20.2422127209
AVG_MAE_PER_AREA:  1.57560150507
STD_MAE:  4.89477002305
CV_MAE:  0.380996243918



ITERATION 4036 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.43704337559
AVG_RMSE_PER_AREA:  1.29343838863
STD_RMSE:  0.0765297671902
CV_RMSE:  0.0688820813888
AVG_MAE:  1.17301755342
AVG_MAE_PER_AREA:  1.05579689514
STD_MAE:  0.0678142989184
CV_MAE:  0.0610375573967



ITERATION 4037 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.4695223741
AVG_RMSE_PER_AREA:  4.39544162833
STD_RMSE:  35.8913174816
CV_RMSE:  2.79368736128
AVG_MAE:  20.4467350276
AVG_MAE_PER_AREA:  1.59152099266
STD_MAE:  5.03836494616
CV_MAE:  0.392173301491



ITERATION 4038 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44522058003
AVG_RMSE_PER_AREA:  1.30079843796
STD_RMSE:  0.088113569422
CV_RMSE:  0.0793083042485
AVG_MAE:  1.17586529991
AVG_MAE_PER_AREA:  1.05836006387
STD_MAE:  0.0756442726906
CV_MAE:  0.0680850751201



ITERATION 4039 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.7499870537
AVG_RMSE_PER_AREA:  4.26159744458
STD_RMSE:  37.9651713447
CV_RMSE:  2.95511078435
AVG_MAE:  20.2215640754
AVG_MAE_PER_AREA:  1.57399426788
STD_MAE:  6.10566711358
CV_MAE:  0.475249342857



ITERATION 4040 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43525739384
AVG_RMSE_PER_AREA:  1.29183088158
STD_RMSE:  0.102771944717
CV_RMSE:  0.0925018554273
AVG_MAE:  1.16627407056
AVG_MAE_PER_AREA:  1.04972729436
STD_MAE:  0.0796525228213
CV_MAE:  0.0716927773498



ITERATION 4041 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.842333691
AVG_RMSE_PER_AREA:  4.11311063877
STD_RMSE:  40.7331451169
CV_RMSE:  3.17056270661
AVG_MAE:  20.125435866
AVG_MAE_PER_AREA:  1.56651189659
STD_MAE:  7.44609189602
CV_MAE:  0.579584542459



ITERATION 4042 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43185204882
AVG_RMSE_PER_AREA:  1.28876583563
STD_RMSE:  0.1413921974
CV_RMSE:  0.127262752869
AVG_MAE:  1.16956424009
AVG_MAE_PER_AREA:  1.0526886744
STD_MAE:  0.101651524816
CV_MAE:  0.0914934000549



ITERATION 4043 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.6804464862
AVG_RMSE_PER_AREA:  4.02267234263
STD_RMSE:  42.1952327839
CV_RMSE:  3.28436783061
AVG_MAE:  20.1206463572
AVG_MAE_PER_AREA:  1.5661390936
STD_MAE:  8.44917853324
CV_MAE:  0.657662212974



ITERATION 4044 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42420676705
AVG_RMSE_PER_AREA:  1.28188455348
STD_RMSE:  0.162029069761
CV_RMSE:  0.145837364733
AVG_MAE:  1.16072446915
AVG_MAE_PER_AREA:  1.04473226941
STD_MAE:  0.12357534817
CV_MAE:  0.111226356786



ITERATION 4045 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.4541218816
AVG_RMSE_PER_AREA:  3.84938099123
STD_RMSE:  44.2644668412
CV_RMSE:  3.44543165994
AVG_MAE:  20.0428495331
AVG_MAE_PER_AREA:  1.56008358995
STD_MAE:  9.61784821188
CV_MAE:  0.748628439344



ITERATION 4046 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42341444222
AVG_RMSE_PER_AREA:  1.28117140635
STD_RMSE:  0.195193932871
CV_RMSE:  0.175688034399
AVG_MAE:  1.16635681922
AVG_MAE_PER_AREA:  1.04980177387
STD_MAE:  0.133469998956
CV_MAE:  0.120132226565



ITERATION 4047 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.1809564965
AVG_RMSE_PER_AREA:  3.67244367457
STD_RMSE:  47.0549935206
CV_RMSE:  3.66263904218
AVG_MAE:  20.108441184
AVG_MAE_PER_AREA:  1.56518907448
STD_MAE:  11.5528305171
CV_MAE:  0.899242459386



ITERATION 4048 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4209394274
AVG_RMSE_PER_AREA:  1.27894372191
STD_RMSE:  0.235403786959
CV_RMSE:  0.211879683003
AVG_MAE:  1.1655585189
AVG_MAE_PER_AREA:  1.04908324839
STD_MAE:  0.171683916065
CV_MAE:  0.154527393898



ITERATION 4049 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.9112404991
AVG_RMSE_PER_AREA:  3.49577484933
STD_RMSE:  48.3046971501
CV_RMSE:  3.75991274179
AVG_MAE:  19.821110586
AVG_MAE_PER_AREA:  1.54282400358
STD_MAE:  12.1503677943
CV_MAE:  0.945753216199



ITERATION 4050 OF 6498
HP:  12
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42401949354
AVG_RMSE_PER_AREA:  1.28171599437
STD_RMSE:  0.253850063064
CV_RMSE:  0.228482606788
AVG_MAE:  1.17097660163
AVG_MAE_PER_AREA:  1.05395989743
STD_MAE:  0.178490594804
CV_MAE:  0.160653875346



ITERATION 4051 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.6672978707
AVG_RMSE_PER_AREA:  4.56651079097
STD_RMSE:  30.71652039
CV_RMSE:  2.39089453431
AVG_MAE:  20.4502745665
AVG_MAE_PER_AREA:  1.59179650121
STD_MAE:  2.15579530954
CV_MAE:  0.167801533417



ITERATION 4052 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47428914544
AVG_RMSE_PER_AREA:  1.3269621565
STD_RMSE:  0.0261335211691
CV_RMSE:  0.0235219758042
AVG_MAE:  1.20348509608
AVG_MAE_PER_AREA:  1.08321978992
STD_MAE:  0.0165857000229
CV_MAE:  0.0149282766799



ITERATION 4053 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.7770504021
AVG_RMSE_PER_AREA:  4.57505364426
STD_RMSE:  30.7487464397
CV_RMSE:  2.3934029267
AVG_MAE:  20.4347307692
AVG_MAE_PER_AREA:  1.59058661222
STD_MAE:  3.39025328862
CV_MAE:  0.263888551007



ITERATION 4054 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4699087605
AVG_RMSE_PER_AREA:  1.32301950721
STD_RMSE:  0.0795290339914
CV_RMSE:  0.0715816288655
AVG_MAE:  1.20930783344
AVG_MAE_PER_AREA:  1.0884606561
STD_MAE:  0.0770321169984
CV_MAE:  0.0693342309464



ITERATION 4055 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.232296803
AVG_RMSE_PER_AREA:  4.22130177387
STD_RMSE:  37.1835532772
CV_RMSE:  2.89427165473
AVG_MAE:  19.5980276485
AVG_MAE_PER_AREA:  1.52545980447
STD_MAE:  5.32701659296
CV_MAE:  0.414641199413



ITERATION 4056 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46707612958
AVG_RMSE_PER_AREA:  1.32046994354
STD_RMSE:  0.0859613153033
CV_RMSE:  0.0773711267446
AVG_MAE:  1.20641764613
AVG_MAE_PER_AREA:  1.08585928771
STD_MAE:  0.071044079141
CV_MAE:  0.0639445828891



ITERATION 4057 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.7965802224
AVG_RMSE_PER_AREA:  4.18738672172
STD_RMSE:  37.3906227295
CV_RMSE:  2.91038940555
AVG_MAE:  19.6388799825
AVG_MAE_PER_AREA:  1.52863964453
STD_MAE:  5.46308875809
CV_MAE:  0.425232704953



ITERATION 4058 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46346659976
AVG_RMSE_PER_AREA:  1.31722111716
STD_RMSE:  0.096034680171
CV_RMSE:  0.0864378515519
AVG_MAE:  1.20149687898
AVG_MAE_PER_AREA:  1.08143025707
STD_MAE:  0.0697138603708
CV_MAE:  0.0627472940307



ITERATION 4059 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.812077677
AVG_RMSE_PER_AREA:  3.95508075956
STD_RMSE:  41.225766375
CV_RMSE:  3.20890707174
AVG_MAE:  19.2758104575
AVG_MAE_PER_AREA:  1.50037925137
STD_MAE:  7.08500533448
CV_MAE:  0.551478498043



ITERATION 4060 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46977011567
AVG_RMSE_PER_AREA:  1.32289471728
STD_RMSE:  0.130760214471
CV_RMSE:  0.117693233186
AVG_MAE:  1.21045855762
AVG_MAE_PER_AREA:  1.08949638742
STD_MAE:  0.0821302518392
CV_MAE:  0.0739229047648



ITERATION 4061 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.7308322167
AVG_RMSE_PER_AREA:  3.94875682297
STD_RMSE:  41.8844886783
CV_RMSE:  3.26018031281
AVG_MAE:  19.7936428111
AVG_MAE_PER_AREA:  1.54068598299
STD_MAE:  7.85388937006
CV_MAE:  0.611326443541



ITERATION 4062 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46796293735
AVG_RMSE_PER_AREA:  1.32126813185
STD_RMSE:  0.139116311496
CV_RMSE:  0.125214298212
AVG_MAE:  1.21292368351
AVG_MAE_PER_AREA:  1.09171517114
STD_MAE:  0.0968133095317
CV_MAE:  0.0871386718074



ITERATION 4063 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.2940423221
AVG_RMSE_PER_AREA:  3.75908339753
STD_RMSE:  44.2161638846
CV_RMSE:  3.44167188268
AVG_MAE:  19.7892672269
AVG_MAE_PER_AREA:  1.54034539883
STD_MAE:  9.0867527501
CV_MAE:  0.707289341664



ITERATION 4064 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46440580441
AVG_RMSE_PER_AREA:  1.31806646628
STD_RMSE:  0.156486105711
CV_RMSE:  0.140848313873
AVG_MAE:  1.20917030294
AVG_MAE_PER_AREA:  1.08833686915
STD_MAE:  0.0971448342886
CV_MAE:  0.0874370670087



ITERATION 4065 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.5915898604
AVG_RMSE_PER_AREA:  3.54873148468
STD_RMSE:  47.2391490201
CV_RMSE:  3.67697323016
AVG_MAE:  19.696811009
AVG_MAE_PER_AREA:  1.53314884586
STD_MAE:  11.1037425147
CV_MAE:  0.864286610323



ITERATION 4066 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.45487412397
AVG_RMSE_PER_AREA:  1.30948729491
STD_RMSE:  0.21435760819
CV_RMSE:  0.192936667074
AVG_MAE:  1.20807898881
AVG_MAE_PER_AREA:  1.08735461098
STD_MAE:  0.157111907644
CV_MAE:  0.141411578878



ITERATION 4067 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.0695571943
AVG_RMSE_PER_AREA:  3.35242298228
STD_RMSE:  48.9911137271
CV_RMSE:  3.81334163352
AVG_MAE:  19.6192077677
AVG_MAE_PER_AREA:  1.52710841019
STD_MAE:  12.71628311
CV_MAE:  0.989802601288



ITERATION 4068 OF 6498
HP:  12
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45033030005
AVG_RMSE_PER_AREA:  1.30539753924
STD_RMSE:  0.252170438331
CV_RMSE:  0.226970828407
AVG_MAE:  1.21257644633
AVG_MAE_PER_AREA:  1.09140263368
STD_MAE:  0.173856770623
CV_MAE:  0.156483113221



ITERATION 4069 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.3050248499
AVG_RMSE_PER_AREA:  4.38263756632
STD_RMSE:  31.6403083872
CV_RMSE:  2.4627998037
AVG_MAE:  19.736402845
AVG_MAE_PER_AREA:  1.53623057202
STD_MAE:  3.70790231239
CV_MAE:  0.288613529785



ITERATION 4070 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45429522725
AVG_RMSE_PER_AREA:  1.30896624783
STD_RMSE:  0.0207648468025
CV_RMSE:  0.0186897977086
AVG_MAE:  1.17928271509
AVG_MAE_PER_AREA:  1.06143597379
STD_MAE:  0.0233888752535
CV_MAE:  0.0210516047279



ITERATION 4071 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.8648729786
AVG_RMSE_PER_AREA:  4.50405211192
STD_RMSE:  32.6514400455
CV_RMSE:  2.54150367786
AVG_MAE:  20.6635382904
AVG_MAE_PER_AREA:  1.60839639812
STD_MAE:  5.10312425061
CV_MAE:  0.397213998324



ITERATION 4072 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48055444676
AVG_RMSE_PER_AREA:  1.33260136084
STD_RMSE:  0.103806703921
CV_RMSE:  0.0934332102492
AVG_MAE:  1.20559418433
AVG_MAE_PER_AREA:  1.08511811516
STD_MAE:  0.0960713079919
CV_MAE:  0.086470819123



ITERATION 4073 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.0916829341
AVG_RMSE_PER_AREA:  4.21035675386
STD_RMSE:  38.3505491897
CV_RMSE:  2.98510759947
AVG_MAE:  20.1153518979
AVG_MAE_PER_AREA:  1.56572698658
STD_MAE:  6.70284716695
CV_MAE:  0.521732294294



ITERATION 4074 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46508609269
AVG_RMSE_PER_AREA:  1.31867877277
STD_RMSE:  0.107300514368
CV_RMSE:  0.0965778811974
AVG_MAE:  1.17962054333
AVG_MAE_PER_AREA:  1.06174004256
STD_MAE:  0.0823279731108
CV_MAE:  0.0741008675788



ITERATION 4075 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.7668925927
AVG_RMSE_PER_AREA:  4.18507591337
STD_RMSE:  38.0615115508
CV_RMSE:  2.96260965692
AVG_MAE:  20.4079839965
AVG_MAE_PER_AREA:  1.58850471258
STD_MAE:  6.96912129833
CV_MAE:  0.54245838427



ITERATION 4076 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46775553511
AVG_RMSE_PER_AREA:  1.3210814555
STD_RMSE:  0.120617854837
CV_RMSE:  0.108564408319
AVG_MAE:  1.18629719347
AVG_MAE_PER_AREA:  1.06774948927
STD_MAE:  0.0963257806133
CV_MAE:  0.0866998620754



ITERATION 4077 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.9657570109
AVG_RMSE_PER_AREA:  4.04488017624
STD_RMSE:  41.434503652
CV_RMSE:  3.22515464172
AVG_MAE:  20.3389532428
AVG_MAE_PER_AREA:  1.58313153718
STD_MAE:  7.90805229085
CV_MAE:  0.615542345265



ITERATION 4078 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46587906228
AVG_RMSE_PER_AREA:  1.31939250022
STD_RMSE:  0.152383056444
CV_RMSE:  0.137155285866
AVG_MAE:  1.18560105934
AVG_MAE_PER_AREA:  1.06712292043
STD_MAE:  0.105526716955
CV_MAE:  0.0949813408935



ITERATION 4079 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.3201394779
AVG_RMSE_PER_AREA:  3.91678956197
STD_RMSE:  42.8457796577
CV_RMSE:  3.33500471737
AVG_MAE:  20.461002579
AVG_MAE_PER_AREA:  1.59263154197
STD_MAE:  9.69011279383
CV_MAE:  0.754253327573



ITERATION 4080 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46877722617
AVG_RMSE_PER_AREA:  1.32200104808
STD_RMSE:  0.164844762865
CV_RMSE:  0.148371683191
AVG_MAE:  1.19148600357
AVG_MAE_PER_AREA:  1.0724197771
STD_MAE:  0.131347082414
CV_MAE:  0.118221454908



ITERATION 4081 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.5665917883
AVG_RMSE_PER_AREA:  3.70246052869
STD_RMSE:  45.2096499678
CV_RMSE:  3.51900227089
AVG_MAE:  20.1649452381
AVG_MAE_PER_AREA:  1.56958720396
STD_MAE:  11.3086978606
CV_MAE:  0.880239804565



ITERATION 4082 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44728167695
AVG_RMSE_PER_AREA:  1.30265356768
STD_RMSE:  0.217876552669
CV_RMSE:  0.19610396039
AVG_MAE:  1.17676135358
AVG_MAE_PER_AREA:  1.05916657411
STD_MAE:  0.160248561144
CV_MAE:  0.144234783881



ITERATION 4083 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.394101072
AVG_RMSE_PER_AREA:  3.53335946797
STD_RMSE:  47.9570870642
CV_RMSE:  3.73285567139
AVG_MAE:  20.380045252
AVG_MAE_PER_AREA:  1.58633003294
STD_MAE:  13.0073745721
CV_MAE:  1.01246040812



ITERATION 4084 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43398929041
AVG_RMSE_PER_AREA:  1.29068950082
STD_RMSE:  0.254983425018
CV_RMSE:  0.229502710903
AVG_MAE:  1.1751387936
AVG_MAE_PER_AREA:  1.05770615795
STD_MAE:  0.193536064308
CV_MAE:  0.174195838075



ITERATION 4085 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.8447405112
AVG_RMSE_PER_AREA:  3.41276124755
STD_RMSE:  48.6116930391
CV_RMSE:  3.7838085081
AVG_MAE:  20.1214338088
AVG_MAE_PER_AREA:  1.5662003868
STD_MAE:  12.6778302969
CV_MAE:  0.986809533731



ITERATION 4086 OF 6498
HP:  12
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43126472692
AVG_RMSE_PER_AREA:  1.28823720532
STD_RMSE:  0.277284758357
CV_RMSE:  0.24957545272
AVG_MAE:  1.17634144766
AVG_MAE_PER_AREA:  1.05878862976
STD_MAE:  0.190820368465
CV_MAE:  0.171751524065



ITERATION 4087 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.6576625325
AVG_RMSE_PER_AREA:  4.41008597185
STD_RMSE:  31.3840367896
CV_RMSE:  2.4428522851
AVG_MAE:  19.927992067
AVG_MAE_PER_AREA:  1.55114338173
STD_MAE:  3.59587958126
CV_MAE:  0.279893970011



ITERATION 4088 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46228971487
AVG_RMSE_PER_AREA:  1.31616183939
STD_RMSE:  0.0175846661654
CV_RMSE:  0.0158274152721
AVG_MAE:  1.18340315603
AVG_MAE_PER_AREA:  1.0651446555
STD_MAE:  0.0252275697795
CV_MAE:  0.0227065569202



ITERATION 4089 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.9381667544
AVG_RMSE_PER_AREA:  4.50975710993
STD_RMSE:  32.6143989454
CV_RMSE:  2.53862049439
AVG_MAE:  20.7032968322
AVG_MAE_PER_AREA:  1.61149110023
STD_MAE:  5.09214013817
CV_MAE:  0.396359023409



ITERATION 4090 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47895875477
AVG_RMSE_PER_AREA:  1.33116512773
STD_RMSE:  0.10414231569
CV_RMSE:  0.0937352840434
AVG_MAE:  1.20403753827
AVG_MAE_PER_AREA:  1.08371702608
STD_MAE:  0.0983407639494
CV_MAE:  0.0885134863846



ITERATION 4091 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.2324457249
AVG_RMSE_PER_AREA:  4.22131336557
STD_RMSE:  38.3088225251
CV_RMSE:  2.98185970378
AVG_MAE:  20.229322385
AVG_MAE_PER_AREA:  1.57459815464
STD_MAE:  6.60868205051
CV_MAE:  0.51440272508



ITERATION 4092 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46819777805
AVG_RMSE_PER_AREA:  1.32147950472
STD_RMSE:  0.107959598751
CV_RMSE:  0.0971711027081
AVG_MAE:  1.18265090715
AVG_MAE_PER_AREA:  1.0644675795
STD_MAE:  0.0846879335142
CV_MAE:  0.0762249950986



ITERATION 4093 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.8200335346
AVG_RMSE_PER_AREA:  4.1892122669
STD_RMSE:  38.041073447
CV_RMSE:  2.96101880776
AVG_MAE:  20.596875098
AVG_MAE_PER_AREA:  1.60320750757
STD_MAE:  6.92106234228
CV_MAE:  0.538717599379



ITERATION 4094 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46539985143
AVG_RMSE_PER_AREA:  1.31896117732
STD_RMSE:  0.122606280768
CV_RMSE:  0.110354129128
AVG_MAE:  1.18598378203
AVG_MAE_PER_AREA:  1.06746739731
STD_MAE:  0.0988935173041
CV_MAE:  0.0890110026186



ITERATION 4095 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.0525309753
AVG_RMSE_PER_AREA:  4.0516344373
STD_RMSE:  41.3901274545
CV_RMSE:  3.22170051324
AVG_MAE:  20.4857002577
AVG_MAE_PER_AREA:  1.59455394543
STD_MAE:  7.80155640006
CV_MAE:  0.607252980455



ITERATION 4096 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46438482379
AVG_RMSE_PER_AREA:  1.31804758228
STD_RMSE:  0.150677890178
CV_RMSE:  0.135620518339
AVG_MAE:  1.18407540106
AVG_MAE_PER_AREA:  1.0657497225
STD_MAE:  0.102591250484
CV_MAE:  0.0923392181251



ITERATION 4097 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.3174901171
AVG_RMSE_PER_AREA:  3.91658334258
STD_RMSE:  42.7937636626
CV_RMSE:  3.33095592679
AVG_MAE:  20.4599548678
AVG_MAE_PER_AREA:  1.59254999084
STD_MAE:  9.61684532563
CV_MAE:  0.748550377271



ITERATION 4098 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46873487594
AVG_RMSE_PER_AREA:  1.32196292995
STD_RMSE:  0.161710504334
CV_RMSE:  0.145550633824
AVG_MAE:  1.19176193165
AVG_MAE_PER_AREA:  1.07266813145
STD_MAE:  0.127925427321
CV_MAE:  0.115141728767



ITERATION 4099 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.5912647537
AVG_RMSE_PER_AREA:  3.70438100853
STD_RMSE:  45.2121228977
CV_RMSE:  3.51919475736
AVG_MAE:  20.2419696078
AVG_MAE_PER_AREA:  1.57558258177
STD_MAE:  11.3433921594
CV_MAE:  0.882940319093



ITERATION 4100 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44909636289
AVG_RMSE_PER_AREA:  1.30428691049
STD_RMSE:  0.218694665984
CV_RMSE:  0.196840318933
AVG_MAE:  1.17789062577
AVG_MAE_PER_AREA:  1.06018299716
STD_MAE:  0.158910370489
CV_MAE:  0.143030319775



ITERATION 4101 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.4524664527
AVG_RMSE_PER_AREA:  3.53790247831
STD_RMSE:  47.9484166777
CV_RMSE:  3.73218079092
AVG_MAE:  20.5169744964
AVG_MAE_PER_AREA:  1.59698825132
STD_MAE:  13.0348060984
CV_MAE:  1.01459560721



ITERATION 4102 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4383333617
AVG_RMSE_PER_AREA:  1.29459946531
STD_RMSE:  0.254060952822
CV_RMSE:  0.228672422151
AVG_MAE:  1.17755955504
AVG_MAE_PER_AREA:  1.05988501061
STD_MAE:  0.19068464386
CV_MAE:  0.171629362537



ITERATION 4103 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.0569322452
AVG_RMSE_PER_AREA:  3.42927770354
STD_RMSE:  49.0815493733
CV_RMSE:  3.82038091041
AVG_MAE:  20.2152716675
AVG_MAE_PER_AREA:  1.57350448312
STD_MAE:  12.6385416554
CV_MAE:  0.983751407451



ITERATION 4104 OF 6498
HP:  12
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43874264719
AVG_RMSE_PER_AREA:  1.29496785055
STD_RMSE:  0.278114723841
CV_RMSE:  0.250322479035
AVG_MAE:  1.17984915189
AVG_MAE_PER_AREA:  1.06194580607
STD_MAE:  0.18730277606
CV_MAE:  0.16858544771



ITERATION 4105 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.4978262068
AVG_RMSE_PER_AREA:  4.55331955479
STD_RMSE:  31.050547602
CV_RMSE:  2.41689434892
AVG_MAE:  21.9537298317
AVG_MAE_PER_AREA:  1.7088215721
STD_MAE:  3.34885231743
CV_MAE:  0.260666006446



ITERATION 4106 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.48731160585
AVG_RMSE_PER_AREA:  1.33868327117
STD_RMSE:  0.0187258814748
CV_RMSE:  0.016854587949
AVG_MAE:  1.227863547
AVG_MAE_PER_AREA:  1.10516208116
STD_MAE:  0.00333271764322
CV_MAE:  0.00299967628774



ITERATION 4107 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.7966577459
AVG_RMSE_PER_AREA:  4.73225465852
STD_RMSE:  29.8898051923
CV_RMSE:  2.32654516067
AVG_MAE:  22.3158089993
AVG_MAE_PER_AREA:  1.73700487841
STD_MAE:  4.50933991399
CV_MAE:  0.3509953607



ITERATION 4108 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.48737648103
AVG_RMSE_PER_AREA:  1.33874166332
STD_RMSE:  0.0647168158535
CV_RMSE:  0.0582496084925
AVG_MAE:  1.22907646191
AVG_MAE_PER_AREA:  1.10625378844
STD_MAE:  0.0704444526796
CV_MAE:  0.0634048776185



ITERATION 4109 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  58.1498446012
AVG_RMSE_PER_AREA:  4.52623356626
STD_RMSE:  35.3541913734
CV_RMSE:  2.75187885367
AVG_MAE:  22.4562562706
AVG_MAE_PER_AREA:  1.7479369309
STD_MAE:  5.32967446619
CV_MAE:  0.414848081394



ITERATION 4110 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4819238948
AVG_RMSE_PER_AREA:  1.33383395875
STD_RMSE:  0.0791648781421
CV_RMSE:  0.071253863425
AVG_MAE:  1.22263751056
AVG_MAE_PER_AREA:  1.10045828706
STD_MAE:  0.0643510043252
CV_MAE:  0.0579203528264



ITERATION 4111 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.908355233
AVG_RMSE_PER_AREA:  4.27392441422
STD_RMSE:  37.1160014147
CV_RMSE:  2.8890135924
AVG_MAE:  21.5746505706
AVG_MAE_PER_AREA:  1.67931502247
STD_MAE:  5.95631448435
CV_MAE:  0.463624120325



ITERATION 4112 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.47104518453
AVG_RMSE_PER_AREA:  1.32404236741
STD_RMSE:  0.0968658752862
CV_RMSE:  0.0871859846206
AVG_MAE:  1.21002492972
AVG_MAE_PER_AREA:  1.08910609233
STD_MAE:  0.10068143728
CV_MAE:  0.0906202542055



ITERATION 4113 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.9186625807
AVG_RMSE_PER_AREA:  4.19688929686
STD_RMSE:  39.9418027569
CV_RMSE:  3.1089666632
AVG_MAE:  21.5991362977
AVG_MAE_PER_AREA:  1.68122092816
STD_MAE:  7.23291847661
CV_MAE:  0.56299167462



ITERATION 4114 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47995157331
AVG_RMSE_PER_AREA:  1.33205873305
STD_RMSE:  0.148183234935
CV_RMSE:  0.133375156152
AVG_MAE:  1.22798232218
AVG_MAE_PER_AREA:  1.10526898704
STD_MAE:  0.122708006075
CV_MAE:  0.110445688937



ITERATION 4115 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.4899975623
AVG_RMSE_PER_AREA:  4.00784829077
STD_RMSE:  41.6994604171
CV_RMSE:  3.24577819132
AVG_MAE:  21.1408808213
AVG_MAE_PER_AREA:  1.64555150663
STD_MAE:  8.1002050166
CV_MAE:  0.630499016656



ITERATION 4116 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48596492824
AVG_RMSE_PER_AREA:  1.33747116822
STD_RMSE:  0.150618116426
CV_RMSE:  0.13556671783
AVG_MAE:  1.23870456138
AVG_MAE_PER_AREA:  1.1149197436
STD_MAE:  0.113387874988
CV_MAE:  0.102056926608



ITERATION 4117 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.8838250452
AVG_RMSE_PER_AREA:  3.96066538921
STD_RMSE:  43.4590876156
CV_RMSE:  3.3827430232
AVG_MAE:  21.8563147167
AVG_MAE_PER_AREA:  1.7012390314
STD_MAE:  9.11065153075
CV_MAE:  0.709149560963



ITERATION 4118 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46990138115
AVG_RMSE_PER_AREA:  1.32301286529
STD_RMSE:  0.170218853326
CV_RMSE:  0.153208736146
AVG_MAE:  1.22253751558
AVG_MAE_PER_AREA:  1.10036828467
STD_MAE:  0.125146375344
CV_MAE:  0.112640389857



ITERATION 4119 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.0700049341
AVG_RMSE_PER_AREA:  3.6638074918
STD_RMSE:  46.984248696
CV_RMSE:  3.65713244794
AVG_MAE:  20.7294046012
AVG_MAE_PER_AREA:  1.61352326147
STD_MAE:  11.1204924206
CV_MAE:  0.865590379694



ITERATION 4120 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4505793661
AVG_RMSE_PER_AREA:  1.3056217159
STD_RMSE:  0.212391400231
CV_RMSE:  0.191166943976
AVG_MAE:  1.20599020196
AVG_MAE_PER_AREA:  1.0854745584
STD_MAE:  0.157550798794
CV_MAE:  0.141806611255



ITERATION 4121 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.5141389852
AVG_RMSE_PER_AREA:  3.54270290879
STD_RMSE:  47.5133329659
CV_RMSE:  3.69831499964
AVG_MAE:  21.1199841368
AVG_MAE_PER_AREA:  1.64392496274
STD_MAE:  12.0174098113
CV_MAE:  0.935404110542



ITERATION 4122 OF 6498
HP:  13
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45729857088
AVG_RMSE_PER_AREA:  1.31166946474
STD_RMSE:  0.239565872885
CV_RMSE:  0.215625848084
AVG_MAE:  1.21724834533
AVG_MAE_PER_AREA:  1.09560766578
STD_MAE:  0.167136725096
CV_MAE:  0.150434607654



ITERATION 4123 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.4187868721
AVG_RMSE_PER_AREA:  4.39149250802
STD_RMSE:  31.4779689055
CV_RMSE:  2.45016371815
AVG_MAE:  19.703855512
AVG_MAE_PER_AREA:  1.53369717176
STD_MAE:  2.94111890575
CV_MAE:  0.228929091812



ITERATION 4124 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43685235304
AVG_RMSE_PER_AREA:  1.29326645512
STD_RMSE:  0.0285630109442
CV_RMSE:  0.0257086845655
AVG_MAE:  1.19288140094
AVG_MAE_PER_AREA:  1.0736757312
STD_MAE:  0.0302036573079
CV_MAE:  0.0271853797196



ITERATION 4125 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.2813124606
AVG_RMSE_PER_AREA:  4.6143040992
STD_RMSE:  31.5347770668
CV_RMSE:  2.45458551856
AVG_MAE:  21.5621790372
AVG_MAE_PER_AREA:  1.67834427055
STD_MAE:  4.72102555308
CV_MAE:  0.367472423566



ITERATION 4126 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4702730472
AVG_RMSE_PER_AREA:  1.32334739042
STD_RMSE:  0.0541812912213
CV_RMSE:  0.0487669079455
AVG_MAE:  1.21683921428
AVG_MAE_PER_AREA:  1.09523941955
STD_MAE:  0.0466210000208
CV_MAE:  0.0419621231811



ITERATION 4127 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.4808391783
AVG_RMSE_PER_AREA:  4.3963224991
STD_RMSE:  36.2077070077
CV_RMSE:  2.81831430401
AVG_MAE:  21.159159123
AVG_MAE_PER_AREA:  1.64697424238
STD_MAE:  5.32539842287
CV_MAE:  0.414515245236



ITERATION 4128 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46507770903
AVG_RMSE_PER_AREA:  1.31867122689
STD_RMSE:  0.0652154915632
CV_RMSE:  0.0586984511073
AVG_MAE:  1.20577155555
AVG_MAE_PER_AREA:  1.08527776152
STD_MAE:  0.0612597714678
CV_MAE:  0.055138029541



ITERATION 4129 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.5508452812
AVG_RMSE_PER_AREA:  4.1682593492
STD_RMSE:  37.4547658469
CV_RMSE:  2.91538213998
AVG_MAE:  20.278544811
AVG_MAE_PER_AREA:  1.57842950103
STD_MAE:  6.24830764851
CV_MAE:  0.48635211332



ITERATION 4130 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44908496858
AVG_RMSE_PER_AREA:  1.30427665482
STD_RMSE:  0.09906996409
CV_RMSE:  0.0891698169246
AVG_MAE:  1.19525765651
AVG_MAE_PER_AREA:  1.0758145255
STD_MAE:  0.0969747501008
CV_MAE:  0.0872839794809



ITERATION 4131 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.4156817489
AVG_RMSE_PER_AREA:  4.07990115464
STD_RMSE:  40.4594743762
CV_RMSE:  3.14926088369
AVG_MAE:  20.214025322
AVG_MAE_PER_AREA:  1.5734074708
STD_MAE:  7.4581902053
CV_MAE:  0.580526243576



ITERATION 4132 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4494298679
AVG_RMSE_PER_AREA:  1.30458708805
STD_RMSE:  0.114090185627
CV_RMSE:  0.102689054738
AVG_MAE:  1.19134397106
AVG_MAE_PER_AREA:  1.07229193802
STD_MAE:  0.0853030801825
CV_MAE:  0.0767786696286



ITERATION 4133 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.7567789636
AVG_RMSE_PER_AREA:  3.95077645067
STD_RMSE:  41.687064929
CV_RMSE:  3.24481335857
AVG_MAE:  20.1790150275
AVG_MAE_PER_AREA:  1.57068236
STD_MAE:  8.02179543844
CV_MAE:  0.624395817809



ITERATION 4134 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44162445699
AVG_RMSE_PER_AREA:  1.2975616786
STD_RMSE:  0.152356040874
CV_RMSE:  0.137130969985
AVG_MAE:  1.19242669381
AVG_MAE_PER_AREA:  1.07326646335
STD_MAE:  0.111171356757
CV_MAE:  0.10006190696



ITERATION 4135 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.1907611692
AVG_RMSE_PER_AREA:  3.82888167425
STD_RMSE:  43.4534761555
CV_RMSE:  3.38230624166
AVG_MAE:  20.733881017
AVG_MAE_PER_AREA:  1.6138716941
STD_MAE:  9.74074192094
CV_MAE:  0.758194167934



ITERATION 4136 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43706758491
AVG_RMSE_PER_AREA:  1.29346017869
STD_RMSE:  0.189511773949
CV_RMSE:  0.17057369853
AVG_MAE:  1.19584207489
AVG_MAE_PER_AREA:  1.07634054245
STD_MAE:  0.140650486546
CV_MAE:  0.126595161822



ITERATION 4137 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.8246966238
AVG_RMSE_PER_AREA:  3.56687591248
STD_RMSE:  46.8135608336
CV_RMSE:  3.64384654601
AVG_MAE:  19.7763633443
AVG_MAE_PER_AREA:  1.53934099397
STD_MAE:  11.3290767104
CV_MAE:  0.881826041549



ITERATION 4138 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44145390868
AVG_RMSE_PER_AREA:  1.29740817333
STD_RMSE:  0.229016869535
CV_RMSE:  0.20613101576
AVG_MAE:  1.19368004245
AVG_MAE_PER_AREA:  1.07439456378
STD_MAE:  0.170604226385
CV_MAE:  0.153555598542



ITERATION 4139 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.9346389247
AVG_RMSE_PER_AREA:  3.41975870764
STD_RMSE:  48.0767558463
CV_RMSE:  3.74217038001
AVG_MAE:  19.7986244663
AVG_MAE_PER_AREA:  1.54107374215
STD_MAE:  11.6637276185
CV_MAE:  0.90787440305



ITERATION 4140 OF 6498
HP:  13
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43410113299
AVG_RMSE_PER_AREA:  1.29079016687
STD_RMSE:  0.251614901451
CV_RMSE:  0.226470806808
AVG_MAE:  1.19136397362
AVG_MAE_PER_AREA:  1.07230994171
STD_MAE:  0.170300050727
CV_MAE:  0.15328181942



ITERATION 4141 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.10954581
AVG_RMSE_PER_AREA:  4.36742198324
STD_RMSE:  31.5494789442
CV_RMSE:  2.45572987469
AVG_MAE:  19.0904352063
AVG_MAE_PER_AREA:  1.48595012107
STD_MAE:  2.93709610637
CV_MAE:  0.228615967509



ITERATION 4142 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4560533137
AVG_RMSE_PER_AREA:  1.31054864719
STD_RMSE:  0.0391685984515
CV_RMSE:  0.0352544465439
AVG_MAE:  1.2008629818
AVG_MAE_PER_AREA:  1.08085970579
STD_MAE:  0.0244777354327
CV_MAE:  0.0220316541679



ITERATION 4143 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.5913126385
AVG_RMSE_PER_AREA:  4.40492146763
STD_RMSE:  31.4770841056
CV_RMSE:  2.45009484761
AVG_MAE:  19.1973220543
AVG_MAE_PER_AREA:  1.49426991698
STD_MAE:  3.31495084433
CV_MAE:  0.258027203426



ITERATION 4144 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46795470632
AVG_RMSE_PER_AREA:  1.32126072335
STD_RMSE:  0.0558780054904
CV_RMSE:  0.0502940680908
AVG_MAE:  1.21587429659
AVG_MAE_PER_AREA:  1.09437092691
STD_MAE:  0.0485165737214
CV_MAE:  0.043668270563



ITERATION 4145 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.797604594
AVG_RMSE_PER_AREA:  4.1096290415
STD_RMSE:  37.273325337
CV_RMSE:  2.90125927978
AVG_MAE:  18.631406032
AVG_MAE_PER_AREA:  1.45022047689
STD_MAE:  5.11362832676
CV_MAE:  0.398031608455



ITERATION 4146 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45394886547
AVG_RMSE_PER_AREA:  1.30865449829
STD_RMSE:  0.0937540967902
CV_RMSE:  0.0843851688401
AVG_MAE:  1.1988365879
AVG_MAE_PER_AREA:  1.07903581118
STD_MAE:  0.0761980067378
CV_MAE:  0.0685834740452



ITERATION 4147 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.2090440335
AVG_RMSE_PER_AREA:  3.98597959445
STD_RMSE:  38.145051025
CV_RMSE:  2.96911215362
AVG_MAE:  18.5679366963
AVG_MAE_PER_AREA:  1.44528018789
STD_MAE:  5.48373186869
CV_MAE:  0.426839511313



ITERATION 4148 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46124312811
AVG_RMSE_PER_AREA:  1.31521983895
STD_RMSE:  0.119604881112
CV_RMSE:  0.107652661935
AVG_MAE:  1.20077284244
AVG_MAE_PER_AREA:  1.08077857414
STD_MAE:  0.0784109642371
CV_MAE:  0.0705752887883



ITERATION 4149 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.8349781332
AVG_RMSE_PER_AREA:  3.95686327186
STD_RMSE:  40.6853162906
CV_RMSE:  3.16683983443
AVG_MAE:  19.3265480914
AVG_MAE_PER_AREA:  1.50432853762
STD_MAE:  6.73032589094
CV_MAE:  0.523871167127



ITERATION 4150 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45245798864
AVG_RMSE_PER_AREA:  1.30731260607
STD_RMSE:  0.141669668038
CV_RMSE:  0.127512495626
AVG_MAE:  1.19721623549
AVG_MAE_PER_AREA:  1.07757738198
STD_MAE:  0.0919546586107
CV_MAE:  0.0827655500736



ITERATION 4151 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.3577934049
AVG_RMSE_PER_AREA:  3.76404561699
STD_RMSE:  42.2335166995
CV_RMSE:  3.28734775162
AVG_MAE:  18.8483246541
AVG_MAE_PER_AREA:  1.46710486162
STD_MAE:  7.82283199941
CV_MAE:  0.608909018103



ITERATION 4152 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45284651503
AVG_RMSE_PER_AREA:  1.30766230668
STD_RMSE:  0.159931530061
CV_RMSE:  0.143949433988
AVG_MAE:  1.1995114397
AVG_MAE_PER_AREA:  1.07964322446
STD_MAE:  0.111247310332
CV_MAE:  0.100130270429



ITERATION 4153 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.0742624246
AVG_RMSE_PER_AREA:  3.5863014692
STD_RMSE:  44.3909552744
CV_RMSE:  3.45527719256
AVG_MAE:  18.9513146736
AVG_MAE_PER_AREA:  1.47512133848
STD_MAE:  8.94860195847
CV_MAE:  0.696536041212



ITERATION 4154 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46005239566
AVG_RMSE_PER_AREA:  1.31414809743
STD_RMSE:  0.184482838221
CV_RMSE:  0.166047308698
AVG_MAE:  1.207068266
AVG_MAE_PER_AREA:  1.08644489057
STD_MAE:  0.118839809593
CV_MAE:  0.106964044674



ITERATION 4155 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.0672506198
AVG_RMSE_PER_AREA:  3.35224344448
STD_RMSE:  47.207328951
CV_RMSE:  3.67449643825
AVG_MAE:  18.5391620076
AVG_MAE_PER_AREA:  1.44304044051
STD_MAE:  10.8460599145
CV_MAE:  0.844229262919



ITERATION 4156 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43660046876
AVG_RMSE_PER_AREA:  1.29303974186
STD_RMSE:  0.234394950004
CV_RMSE:  0.210971659997
AVG_MAE:  1.19406749975
AVG_MAE_PER_AREA:  1.07474330214
STD_MAE:  0.162559549799
CV_MAE:  0.146314833442



ITERATION 4157 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.9905279714
AVG_RMSE_PER_AREA:  3.26843413723
STD_RMSE:  48.0178837069
CV_RMSE:  3.73758792488
AVG_MAE:  18.8105815829
AVG_MAE_PER_AREA:  1.46416703854
STD_MAE:  11.4630745524
CV_MAE:  0.892256087144



ITERATION 4158 OF 6498
HP:  13
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43668014052
AVG_RMSE_PER_AREA:  1.29311145195
STD_RMSE:  0.266402122081
CV_RMSE:  0.239780327696
AVG_MAE:  1.19727757813
AVG_MAE_PER_AREA:  1.0776325946
STD_MAE:  0.180670843443
CV_MAE:  0.162616249854



ITERATION 4159 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.867063409
AVG_RMSE_PER_AREA:  4.34854778005
STD_RMSE:  32.8358477515
CV_RMSE:  2.55585749693
AVG_MAE:  18.5398194891
AVG_MAE_PER_AREA:  1.44309161718
STD_MAE:  3.44262182863
CV_MAE:  0.267964782771



ITERATION 4160 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44809281776
AVG_RMSE_PER_AREA:  1.30338365049
STD_RMSE:  0.0533509641354
CV_RMSE:  0.0480195561632
AVG_MAE:  1.17954902657
AVG_MAE_PER_AREA:  1.06167567253
STD_MAE:  0.038534239004
CV_MAE:  0.0346834791844



ITERATION 4161 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.439853588
AVG_RMSE_PER_AREA:  4.39313228672
STD_RMSE:  32.8567942079
CV_RMSE:  2.55748791495
AVG_MAE:  18.7735982651
AVG_MAE_PER_AREA:  1.4612883527
STD_MAE:  5.09585875896
CV_MAE:  0.396648471237



ITERATION 4162 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45666482319
AVG_RMSE_PER_AREA:  1.311099048
STD_RMSE:  0.0819949355723
CV_RMSE:  0.0738011107695
AVG_MAE:  1.19401079614
AVG_MAE_PER_AREA:  1.07469226497
STD_MAE:  0.0742335737626
CV_MAE:  0.0668153485557



ITERATION 4163 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.3046791584
AVG_RMSE_PER_AREA:  4.14909841463
STD_RMSE:  37.8443789865
CV_RMSE:  2.94570861948
AVG_MAE:  18.9285370905
AVG_MAE_PER_AREA:  1.4733483903
STD_MAE:  5.87528392713
CV_MAE:  0.457316911244



ITERATION 4164 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45265613859
AVG_RMSE_PER_AREA:  1.30749095472
STD_RMSE:  0.0769655610052
CV_RMSE:  0.0692743259511
AVG_MAE:  1.19474601087
AVG_MAE_PER_AREA:  1.07535400905
STD_MAE:  0.0593943240936
CV_MAE:  0.0534589979358



ITERATION 4165 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.41602061
AVG_RMSE_PER_AREA:  4.00209011606
STD_RMSE:  38.9535294859
CV_RMSE:  3.03204202681
AVG_MAE:  18.8220246017
AVG_MAE_PER_AREA:  1.46505773355
STD_MAE:  6.61075908363
CV_MAE:  0.514564395968



ITERATION 4166 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45845920351
AVG_RMSE_PER_AREA:  1.31271411435
STD_RMSE:  0.1128265721
CV_RMSE:  0.101551715203
AVG_MAE:  1.20366439287
AVG_MAE_PER_AREA:  1.08338116943
STD_MAE:  0.0880481524919
CV_MAE:  0.0792494244887



ITERATION 4167 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.4607367844
AVG_RMSE_PER_AREA:  3.92773329281
STD_RMSE:  41.8341342044
CV_RMSE:  3.25626085074
AVG_MAE:  19.2611769927
AVG_MAE_PER_AREA:  1.4992402203
STD_MAE:  7.89438505327
CV_MAE:  0.614478522827



ITERATION 4168 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4596791924
AVG_RMSE_PER_AREA:  1.3138121887
STD_RMSE:  0.1585570776
CV_RMSE:  0.14271233175
AVG_MAE:  1.19553392253
AVG_MAE_PER_AREA:  1.07606318401
STD_MAE:  0.107452602417
CV_MAE:  0.0967147709562



ITERATION 4169 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.3044441912
AVG_RMSE_PER_AREA:  3.75989305212
STD_RMSE:  43.023169588
CV_RMSE:  3.34881229093
AVG_MAE:  18.806933492
AVG_MAE_PER_AREA:  1.46388308058
STD_MAE:  8.75780155243
CV_MAE:  0.68168463089



ITERATION 4170 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45199350158
AVG_RMSE_PER_AREA:  1.30689453561
STD_RMSE:  0.158194169094
CV_RMSE:  0.142385689005
AVG_MAE:  1.19259031722
AVG_MAE_PER_AREA:  1.07341373573
STD_MAE:  0.116676464692
CV_MAE:  0.105016884699



ITERATION 4171 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.0228805096
AVG_RMSE_PER_AREA:  3.58230203378
STD_RMSE:  45.0946246946
CV_RMSE:  3.510049001
AVG_MAE:  19.1043596639
AVG_MAE_PER_AREA:  1.48703396485
STD_MAE:  9.71236747915
CV_MAE:  0.755985574743



ITERATION 4172 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44583573388
AVG_RMSE_PER_AREA:  1.30135211895
STD_RMSE:  0.196549644777
CV_RMSE:  0.176908268842
AVG_MAE:  1.19542364047
AVG_MAE_PER_AREA:  1.07596392254
STD_MAE:  0.138234767404
CV_MAE:  0.124420847582



ITERATION 4173 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.800076355
AVG_RMSE_PER_AREA:  3.4092847051
STD_RMSE:  47.3803383901
CV_RMSE:  3.6879630457
AVG_MAE:  18.795095538
AVG_MAE_PER_AREA:  1.46296164484
STD_MAE:  11.6943270094
CV_MAE:  0.910256180526



ITERATION 4174 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44110845472
AVG_RMSE_PER_AREA:  1.29709724089
STD_RMSE:  0.223716588116
CV_RMSE:  0.201360396045
AVG_MAE:  1.20029872218
AVG_MAE_PER_AREA:  1.08035183312
STD_MAE:  0.155376742185
CV_MAE:  0.139849810003



ITERATION 4175 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.3852853922
AVG_RMSE_PER_AREA:  3.22132361963
STD_RMSE:  48.9712000673
CV_RMSE:  3.81179160572
AVG_MAE:  18.8854010734
AVG_MAE_PER_AREA:  1.46999079425
STD_MAE:  12.3781565345
CV_MAE:  0.96348370282



ITERATION 4176 OF 6498
HP:  13
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42379932985
AVG_RMSE_PER_AREA:  1.28151783183
STD_RMSE:  0.264326593751
CV_RMSE:  0.237912208706
AVG_MAE:  1.18729778782
AVG_MAE_PER_AREA:  1.06865009337
STD_MAE:  0.174024502834
CV_MAE:  0.156634083808



ITERATION 4177 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.4473139622
AVG_RMSE_PER_AREA:  4.54938781226
STD_RMSE:  31.0500005552
CV_RMSE:  2.41685176821
AVG_MAE:  19.7477881901
AVG_MAE_PER_AREA:  1.53711677784
STD_MAE:  2.64045586072
CV_MAE:  0.205526257705



ITERATION 4178 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43051316521
AVG_RMSE_PER_AREA:  1.28756074782
STD_RMSE:  0.035965207172
CV_RMSE:  0.0323711729245
AVG_MAE:  1.16680077329
AVG_MAE_PER_AREA:  1.05020136323
STD_MAE:  0.0226574916456
CV_MAE:  0.0203933089163



ITERATION 4179 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.0878877348
AVG_RMSE_PER_AREA:  4.52141100397
STD_RMSE:  31.1853017146
CV_RMSE:  2.42738326066
AVG_MAE:  19.6397414402
AVG_MAE_PER_AREA:  1.52870669817
STD_MAE:  3.76573267715
CV_MAE:  0.293114895866



ITERATION 4180 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.41959108007
AVG_RMSE_PER_AREA:  1.27773011609
STD_RMSE:  0.0848173169558
CV_RMSE:  0.0763414491411
AVG_MAE:  1.16210415467
AVG_MAE_PER_AREA:  1.04597408176
STD_MAE:  0.0897052756708
CV_MAE:  0.0807409499157



ITERATION 4181 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.9414404515
AVG_RMSE_PER_AREA:  4.27649968209
STD_RMSE:  36.8362677112
CV_RMSE:  2.86723984413
AVG_MAE:  19.9168079385
AVG_MAE_PER_AREA:  1.55027283808
STD_MAE:  4.77873591205
CV_MAE:  0.371964448706



ITERATION 4182 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.42459782797
AVG_RMSE_PER_AREA:  1.28223653534
STD_RMSE:  0.100921103797
CV_RMSE:  0.0908359706399
AVG_MAE:  1.16122346382
AVG_MAE_PER_AREA:  1.04518139911
STD_MAE:  0.0750142197156
CV_MAE:  0.0675179838837



ITERATION 4183 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.0569532039
AVG_RMSE_PER_AREA:  4.20765348144
STD_RMSE:  37.7036041127
CV_RMSE:  2.93475106726
AVG_MAE:  19.7731402888
AVG_MAE_PER_AREA:  1.53909011967
STD_MAE:  5.16694694527
CV_MAE:  0.402181791872



ITERATION 4184 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.41785759538
AVG_RMSE_PER_AREA:  1.27616986002
STD_RMSE:  0.106522994916
CV_RMSE:  0.0958780599366
AVG_MAE:  1.15497521639
AVG_MAE_PER_AREA:  1.03955754445
STD_MAE:  0.0900658911898
CV_MAE:  0.0810655288141



ITERATION 4185 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.8612525377
AVG_RMSE_PER_AREA:  4.03674581823
STD_RMSE:  40.9810563701
CV_RMSE:  3.18985947763
AVG_MAE:  19.7844380729
AVG_MAE_PER_AREA:  1.53996950997
STD_MAE:  6.83779464279
CV_MAE:  0.532236256927



ITERATION 4186 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42067438111
AVG_RMSE_PER_AREA:  1.27870516192
STD_RMSE:  0.157650884945
CV_RMSE:  0.14189669571
AVG_MAE:  1.16325891998
AVG_MAE_PER_AREA:  1.04701345038
STD_MAE:  0.112801877396
CV_MAE:  0.101529488262



ITERATION 4187 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.6051865873
AVG_RMSE_PER_AREA:  3.93897689202
STD_RMSE:  42.7287316085
CV_RMSE:  3.32589399983
AVG_MAE:  20.1639889897
AVG_MAE_PER_AREA:  1.56951277206
STD_MAE:  7.58545132873
CV_MAE:  0.590431920409



ITERATION 4188 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42537598437
AVG_RMSE_PER_AREA:  1.2829369299
STD_RMSE:  0.167851042112
CV_RMSE:  0.151077542353
AVG_MAE:  1.1703080817
AVG_MAE_PER_AREA:  1.05335818327
STD_MAE:  0.121499171961
CV_MAE:  0.109357654661



ITERATION 4189 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.6384320536
AVG_RMSE_PER_AREA:  3.78588980385
STD_RMSE:  44.452412572
CV_RMSE:  3.46006086972
AVG_MAE:  20.1404827408
AVG_MAE_PER_AREA:  1.56768310642
STD_MAE:  9.3539190089
CV_MAE:  0.728084872532



ITERATION 4190 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41977072761
AVG_RMSE_PER_AREA:  1.27789181129
STD_RMSE:  0.181318984638
CV_RMSE:  0.163199621739
AVG_MAE:  1.16289029126
AVG_MAE_PER_AREA:  1.04668165905
STD_MAE:  0.122679178319
CV_MAE:  0.110419741964



ITERATION 4191 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.8428442997
AVG_RMSE_PER_AREA:  3.56828848066
STD_RMSE:  47.5190729358
CV_RMSE:  3.69876178406
AVG_MAE:  19.9853899171
AVG_MAE_PER_AREA:  1.55561108199
STD_MAE:  10.7038608983
CV_MAE:  0.833160859139



ITERATION 4192 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41653667437
AVG_RMSE_PER_AREA:  1.27498093979
STD_RMSE:  0.236740030729
CV_RMSE:  0.213082394778
AVG_MAE:  1.16908050421
AVG_MAE_PER_AREA:  1.05225327866
STD_MAE:  0.1720603597
CV_MAE:  0.154866219196



ITERATION 4193 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.8200658569
AVG_RMSE_PER_AREA:  3.41084063625
STD_RMSE:  48.8447045779
CV_RMSE:  3.80194552387
AVG_MAE:  19.7724127857
AVG_MAE_PER_AREA:  1.5390334927
STD_MAE:  12.2104432883
CV_MAE:  0.950429337339



ITERATION 4194 OF 6498
HP:  13
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.39934792901
AVG_RMSE_PER_AREA:  1.25950988061
STD_RMSE:  0.279577639855
CV_RMSE:  0.251639204587
AVG_MAE:  1.15488252211
AVG_MAE_PER_AREA:  1.03947411319
STD_MAE:  0.187226041747
CV_MAE:  0.168516381523



ITERATION 4195 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.1630221566
AVG_RMSE_PER_AREA:  4.60509668777
STD_RMSE:  30.7392947216
CV_RMSE:  2.3926672294
AVG_MAE:  20.6687131145
AVG_MAE_PER_AREA:  1.60879919305
STD_MAE:  2.39185999598
CV_MAE:  0.186176198301



ITERATION 4196 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45477928961
AVG_RMSE_PER_AREA:  1.30940193743
STD_RMSE:  0.0705851894235
CV_RMSE:  0.0635315504179
AVG_MAE:  1.1890186478
AVG_MAE_PER_AREA:  1.07019898633
STD_MAE:  0.0256558215351
CV_MAE:  0.0230920131076



ITERATION 4197 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.5653350588
AVG_RMSE_PER_AREA:  4.32506202534
STD_RMSE:  32.8208044307
CV_RMSE:  2.55468656374
AVG_MAE:  19.3374643391
AVG_MAE_PER_AREA:  1.50517823011
STD_MAE:  5.21240539672
CV_MAE:  0.405720160207



ITERATION 4198 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44946302407
AVG_RMSE_PER_AREA:  1.3046169309
STD_RMSE:  0.093846759191
CV_RMSE:  0.084468571407
AVG_MAE:  1.18270128574
AVG_MAE_PER_AREA:  1.06451292372
STD_MAE:  0.0753988142746
CV_MAE:  0.0678641455759



ITERATION 4199 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.0969557647
AVG_RMSE_PER_AREA:  4.21076717735
STD_RMSE:  37.5932944286
CV_RMSE:  2.92616484663
AVG_MAE:  18.4201265303
AVG_MAE_PER_AREA:  1.43377502671
STD_MAE:  5.32915698757
CV_MAE:  0.414807802196



ITERATION 4200 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45121700675
AVG_RMSE_PER_AREA:  1.30619563657
STD_RMSE:  0.0810574190236
CV_RMSE:  0.07295728106
AVG_MAE:  1.17228121667
AVG_MAE_PER_AREA:  1.05513414116
STD_MAE:  0.0657598691148
CV_MAE:  0.0591884285395



ITERATION 4201 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.8112851337
AVG_RMSE_PER_AREA:  4.11069389934
STD_RMSE:  36.9881716284
CV_RMSE:  2.87906365232
AVG_MAE:  19.4141056665
AVG_MAE_PER_AREA:  1.51114379289
STD_MAE:  5.93982197351
CV_MAE:  0.462340385921



ITERATION 4202 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4579051694
AVG_RMSE_PER_AREA:  1.31221544535
STD_RMSE:  0.1367011675
CV_RMSE:  0.123040501643
AVG_MAE:  1.19221109614
AVG_MAE_PER_AREA:  1.07307241054
STD_MAE:  0.0978473859535
CV_MAE:  0.0880694120783



ITERATION 4203 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.9900431253
AVG_RMSE_PER_AREA:  3.96893312995
STD_RMSE:  41.0738952715
CV_RMSE:  3.19708581768
AVG_MAE:  18.5004877306
AVG_MAE_PER_AREA:  1.44003013478
STD_MAE:  7.25336377691
CV_MAE:  0.564583083937



ITERATION 4204 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44799128405
AVG_RMSE_PER_AREA:  1.30329226313
STD_RMSE:  0.146376092393
CV_RMSE:  0.131748602926
AVG_MAE:  1.18618693867
AVG_MAE_PER_AREA:  1.06765025233
STD_MAE:  0.109695343267
CV_MAE:  0.0987333927738



ITERATION 4205 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.9232734087
AVG_RMSE_PER_AREA:  3.88589853318
STD_RMSE:  42.8212048109
CV_RMSE:  3.33309187483
AVG_MAE:  18.2527198334
AVG_MAE_PER_AREA:  1.42074452223
STD_MAE:  7.57266171934
CV_MAE:  0.58943641028



ITERATION 4206 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43405255442
AVG_RMSE_PER_AREA:  1.29074644281
STD_RMSE:  0.187960049603
CV_RMSE:  0.16917703934
AVG_MAE:  1.16650366502
AVG_MAE_PER_AREA:  1.04993394524
STD_MAE:  0.13836115091
CV_MAE:  0.124534601475



ITERATION 4207 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.3061169568
AVG_RMSE_PER_AREA:  3.60434842656
STD_RMSE:  43.663354421
CV_RMSE:  3.39864262324
AVG_MAE:  18.594798147
AVG_MAE_PER_AREA:  1.44737101376
STD_MAE:  8.53799488744
CV_MAE:  0.664575448364



ITERATION 4208 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42034221778
AVG_RMSE_PER_AREA:  1.27840619196
STD_RMSE:  0.212387327419
CV_RMSE:  0.191163278164
AVG_MAE:  1.1671163842
AVG_MAE_PER_AREA:  1.05048543486
STD_MAE:  0.14819433973
CV_MAE:  0.133385151235



ITERATION 4209 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.8127963485
AVG_RMSE_PER_AREA:  3.48811221117
STD_RMSE:  46.5235762325
CV_RMSE:  3.62127489438
AVG_MAE:  19.7056156417
AVG_MAE_PER_AREA:  1.53383417571
STD_MAE:  10.7398392781
CV_MAE:  0.835961323203



ITERATION 4210 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4072329998
AVG_RMSE_PER_AREA:  1.26660698947
STD_RMSE:  0.251174174038
CV_RMSE:  0.226074121666
AVG_MAE:  1.15988203515
AVG_MAE_PER_AREA:  1.04397402057
STD_MAE:  0.181735712449
CV_MAE:  0.163574705579



ITERATION 4211 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.4320929595
AVG_RMSE_PER_AREA:  3.45847924361
STD_RMSE:  47.0828471176
CV_RMSE:  3.66480709416
AVG_MAE:  19.8893619046
AVG_MAE_PER_AREA:  1.54813650977
STD_MAE:  12.005336841
CV_MAE:  0.93446438175



ITERATION 4212 OF 6498
HP:  13
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41586785162
AVG_RMSE_PER_AREA:  1.27437895308
STD_RMSE:  0.275786297123
CV_RMSE:  0.248226734012
AVG_MAE:  1.17677079567
AVG_MAE_PER_AREA:  1.05917507265
STD_MAE:  0.190853855848
CV_MAE:  0.171781665025



ITERATION 4213 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.8055031514
AVG_RMSE_PER_AREA:  4.81078057667
STD_RMSE:  29.0043005691
CV_RMSE:  2.25761977014
AVG_MAE:  21.9143042213
AVG_MAE_PER_AREA:  1.70575278452
STD_MAE:  0.621210811011
CV_MAE:  0.0483534434839



ITERATION 4214 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42018768464
AVG_RMSE_PER_AREA:  1.27826710145
STD_RMSE:  0.0663391488924
CV_RMSE:  0.0597098203881
AVG_MAE:  1.1395446868
AVG_MAE_PER_AREA:  1.02566900102
STD_MAE:  0.036283039781
CV_MAE:  0.0326572442461



ITERATION 4215 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.9122181796
AVG_RMSE_PER_AREA:  4.66341216926
STD_RMSE:  30.648797191
CV_RMSE:  2.38562313559
AVG_MAE:  20.7326184437
AVG_MAE_PER_AREA:  1.61377341866
STD_MAE:  3.35109514334
CV_MAE:  0.260840582216



ITERATION 4216 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.41886737822
AVG_RMSE_PER_AREA:  1.27707873439
STD_RMSE:  0.0757928463369
CV_RMSE:  0.0682188016735
AVG_MAE:  1.13967838206
AVG_MAE_PER_AREA:  1.025789336
STD_MAE:  0.0376898769313
CV_MAE:  0.0339234949437



ITERATION 4217 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.1750071667
AVG_RMSE_PER_AREA:  4.29467991135
STD_RMSE:  36.2477681226
CV_RMSE:  2.82143255763
AVG_MAE:  18.7740665037
AVG_MAE_PER_AREA:  1.46132479918
STD_MAE:  4.92530371605
CV_MAE:  0.383372907641



ITERATION 4218 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45706652814
AVG_RMSE_PER_AREA:  1.31146061023
STD_RMSE:  0.0777181249831
CV_RMSE:  0.06995168556
AVG_MAE:  1.15603619474
AVG_MAE_PER_AREA:  1.04051249831
STD_MAE:  0.0320355524519
CV_MAE:  0.0288342119981



ITERATION 4219 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.935107746
AVG_RMSE_PER_AREA:  4.12033193136
STD_RMSE:  39.2314459703
CV_RMSE:  3.05367432745
AVG_MAE:  18.3797598513
AVG_MAE_PER_AREA:  1.43063298878
STD_MAE:  8.71143631618
CV_MAE:  0.678075680771



ITERATION 4220 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44980181293
AVG_RMSE_PER_AREA:  1.3049218643
STD_RMSE:  0.108622114255
CV_RMSE:  0.097767412465
AVG_MAE:  1.15084220486
AVG_MAE_PER_AREA:  1.03583754833
STD_MAE:  0.0821779751654
CV_MAE:  0.0739658590577



ITERATION 4221 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  48.5346561109
AVG_RMSE_PER_AREA:  3.77781215277
STD_RMSE:  42.3825387283
CV_RMSE:  3.29894724107
AVG_MAE:  16.6964624086
AVG_MAE_PER_AREA:  1.29960946775
STD_MAE:  7.42409796616
CV_MAE:  0.577872591821



ITERATION 4222 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42014438995
AVG_RMSE_PER_AREA:  1.27822813323
STD_RMSE:  0.156721415335
CV_RMSE:  0.141060108802
AVG_MAE:  1.12392776647
AVG_MAE_PER_AREA:  1.01161269305
STD_MAE:  0.102004206408
CV_MAE:  0.0918108378709



ITERATION 4223 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.2871834705
AVG_RMSE_PER_AREA:  3.91422435155
STD_RMSE:  42.0744614927
CV_RMSE:  3.27496730554
AVG_MAE:  18.5704865347
AVG_MAE_PER_AREA:  1.44547866072
STD_MAE:  8.66392259306
CV_MAE:  0.674377335403



ITERATION 4224 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42972957812
AVG_RMSE_PER_AREA:  1.28685546527
STD_RMSE:  0.117069779861
CV_RMSE:  0.105370895543
AVG_MAE:  1.13121446923
AVG_MAE_PER_AREA:  1.01817122929
STD_MAE:  0.0885603260938
CV_MAE:  0.0797104161398



ITERATION 4225 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.6758588022
AVG_RMSE_PER_AREA:  3.6331281759
STD_RMSE:  45.2644500188
CV_RMSE:  3.52326776518
AVG_MAE:  16.7360519285
AVG_MAE_PER_AREA:  1.30269101362
STD_MAE:  8.59378705851
CV_MAE:  0.668918166718



ITERATION 4226 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43944814377
AVG_RMSE_PER_AREA:  1.29560284625
STD_RMSE:  0.176298088049
CV_RMSE:  0.158680467687
AVG_MAE:  1.13654531632
AVG_MAE_PER_AREA:  1.02296936023
STD_MAE:  0.11927526493
CV_MAE:  0.107355984583



ITERATION 4227 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.9306913866
AVG_RMSE_PER_AREA:  3.57512627079
STD_RMSE:  47.9554455799
CV_RMSE:  3.7327279025
AVG_MAE:  18.6926134781
AVG_MAE_PER_AREA:  1.45498470626
STD_MAE:  10.5725289006
CV_MAE:  0.82293831597



ITERATION 4228 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42949125047
AVG_RMSE_PER_AREA:  1.2866409539
STD_RMSE:  0.230388825345
CV_RMSE:  0.207365870838
AVG_MAE:  1.13957348473
AVG_MAE_PER_AREA:  1.02569492115
STD_MAE:  0.147769166404
CV_MAE:  0.133002465847



ITERATION 4229 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.9703874274
AVG_RMSE_PER_AREA:  3.34470386401
STD_RMSE:  49.42945747
CV_RMSE:  3.84746117719
AVG_MAE:  18.5790875382
AVG_MAE_PER_AREA:  1.44614814059
STD_MAE:  12.5363584638
CV_MAE:  0.975797731992



ITERATION 4230 OF 6498
HP:  13
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42214950989
AVG_RMSE_PER_AREA:  1.2800328798
STD_RMSE:  0.283999487103
CV_RMSE:  0.255619172816
AVG_MAE:  1.1449715795
AVG_MAE_PER_AREA:  1.03055357964
STD_MAE:  0.194413418746
CV_MAE:  0.174985517725



ITERATION 4231 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.8143252457
AVG_RMSE_PER_AREA:  4.26660536311
STD_RMSE:  34.403233563
CV_RMSE:  2.67785875627
AVG_MAE:  12.9015091979
AVG_MAE_PER_AREA:  1.00422012109
STD_MAE:  4.1745226252
CV_MAE:  0.324934048559



ITERATION 4232 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.69808389415
AVG_RMSE_PER_AREA:  1.52839290248
STD_RMSE:  0.093477987949
CV_RMSE:  0.0841366517941
AVG_MAE:  1.10888692958
AVG_MAE_PER_AREA:  0.99807489999
STD_MAE:  0.039788273619
CV_MAE:  0.0358121970361



ITERATION 4233 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.7292526987
AVG_RMSE_PER_AREA:  4.25998353599
STD_RMSE:  34.1246976141
CV_RMSE:  2.65617823812
AVG_MAE:  13.0905911415
AVG_MAE_PER_AREA:  1.01893777074
STD_MAE:  4.43838445573
CV_MAE:  0.345472371273



ITERATION 4234 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.7087749347
AVG_RMSE_PER_AREA:  1.53801557811
STD_RMSE:  0.103854542047
CV_RMSE:  0.0934762678701
AVG_MAE:  1.11321648222
AVG_MAE_PER_AREA:  1.00197179669
STD_MAE:  0.0867296883445
CV_MAE:  0.0780627156035



ITERATION 4235 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.3397573588
AVG_RMSE_PER_AREA:  3.99615398175
STD_RMSE:  39.460535772
CV_RMSE:  3.07150608534
AVG_MAE:  12.8919733635
AVG_MAE_PER_AREA:  1.0034778764
STD_MAE:  6.01195331345
CV_MAE:  0.467954902937



ITERATION 4236 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.71864889235
AVG_RMSE_PER_AREA:  1.54690282263
STD_RMSE:  0.154118620239
CV_RMSE:  0.138717413271
AVG_MAE:  1.11366220863
AVG_MAE_PER_AREA:  1.00237298127
STD_MAE:  0.127172367093
CV_MAE:  0.114463922498



ITERATION 4237 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.8342542843
AVG_RMSE_PER_AREA:  3.95680692934
STD_RMSE:  39.8088570731
CV_RMSE:  3.09861851488
AVG_MAE:  12.835414941
AVG_MAE_PER_AREA:  0.999075515012
STD_MAE:  5.77175319371
CV_MAE:  0.449258346617



ITERATION 4238 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.70658504186
AVG_RMSE_PER_AREA:  1.53604452315
STD_RMSE:  0.139511490284
CV_RMSE:  0.125569986441
AVG_MAE:  1.10321236125
AVG_MAE_PER_AREA:  0.992967396173
STD_MAE:  0.139887150449
CV_MAE:  0.125908106561



ITERATION 4239 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.7721440756
AVG_RMSE_PER_AREA:  3.7184601873
STD_RMSE:  43.5550996887
CV_RMSE:  3.39021635475
AVG_MAE:  12.8734371157
AVG_MAE_PER_AREA:  1.00203506279
STD_MAE:  8.00346372143
CV_MAE:  0.62296892435



ITERATION 4240 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.69251406476
AVG_RMSE_PER_AREA:  1.52337967096
STD_RMSE:  0.19206083049
CV_RMSE:  0.172868025647
AVG_MAE:  1.10620895261
AVG_MAE_PER_AREA:  0.995664535567
STD_MAE:  0.190741057162
CV_MAE:  0.171680138409



ITERATION 4241 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.1910366484
AVG_RMSE_PER_AREA:  3.67322828753
STD_RMSE:  44.4202279713
CV_RMSE:  3.45755570361
AVG_MAE:  12.9334607945
AVG_MAE_PER_AREA:  1.00670715077
STD_MAE:  7.7487284348
CV_MAE:  0.603140988218



ITERATION 4242 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.69089401285
AVG_RMSE_PER_AREA:  1.52192151223
STD_RMSE:  0.206984762539
CV_RMSE:  0.186300596264
AVG_MAE:  1.11179676143
AVG_MAE_PER_AREA:  1.00069394982
STD_MAE:  0.155615648605
CV_MAE:  0.140064842298



ITERATION 4243 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.9013437178
AVG_RMSE_PER_AREA:  3.41716709482
STD_RMSE:  47.1681087091
CV_RMSE:  3.67144363602
AVG_MAE:  12.8631941392
AVG_MAE_PER_AREA:  1.00123777598
STD_MAE:  8.94402540307
CV_MAE:  0.696179813971



ITERATION 4244 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.7090677122
AVG_RMSE_PER_AREA:  1.53827909809
STD_RMSE:  0.203581775101
CV_RMSE:  0.183237672303
AVG_MAE:  1.10519902372
AVG_MAE_PER_AREA:  0.994755529748
STD_MAE:  0.166034399589
CV_MAE:  0.149442438488



ITERATION 4245 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.2994206126
AVG_RMSE_PER_AREA:  3.21464012717
STD_RMSE:  49.8470146328
CV_RMSE:  3.87996274722
AVG_MAE:  12.9103285993
AVG_MAE_PER_AREA:  1.0049066005
STD_MAE:  11.0112144271
CV_MAE:  0.857084463205



ITERATION 4246 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.70009534346
AVG_RMSE_PER_AREA:  1.53020334592
STD_RMSE:  0.317922149661
CV_RMSE:  0.286151914377
AVG_MAE:  1.11336775233
AVG_MAE_PER_AREA:  1.00210795025
STD_MAE:  0.266688151326
CV_MAE:  0.240037773791



ITERATION 4247 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  38.0791056633
AVG_RMSE_PER_AREA:  2.96397913715
STD_RMSE:  51.7409614667
CV_RMSE:  4.02738267226
AVG_MAE:  12.8546296615
AVG_MAE_PER_AREA:  1.00057113918
STD_MAE:  12.5540182879
CV_MAE:  0.977172327048



ITERATION 4248 OF 6498
HP:  13
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.66761440448
AVG_RMSE_PER_AREA:  1.50096825526
STD_RMSE:  0.362364179725
CV_RMSE:  0.326152813952
AVG_MAE:  1.10910794929
AVG_MAE_PER_AREA:  0.998273833004
STD_MAE:  0.262293519266
CV_MAE:  0.236082301112



ITERATION 4249 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.0202402054
AVG_RMSE_PER_AREA:  4.36047066586
STD_RMSE:  32.1937022965
CV_RMSE:  2.50587455489
AVG_MAE:  19.7798985337
AVG_MAE_PER_AREA:  1.53961616398
STD_MAE:  3.67435623146
CV_MAE:  0.286002389573



ITERATION 4250 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44631909158
AVG_RMSE_PER_AREA:  1.3017871743
STD_RMSE:  0.0310792802498
CV_RMSE:  0.0279735009039
AVG_MAE:  1.1784275359
AVG_MAE_PER_AREA:  1.06066625339
STD_MAE:  0.0269687725386
CV_MAE:  0.0242737597822



ITERATION 4251 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.4828064999
AVG_RMSE_PER_AREA:  4.47431304498
STD_RMSE:  32.6910284455
CV_RMSE:  2.54458513656
AVG_MAE:  20.3681840064
AVG_MAE_PER_AREA:  1.58540678425
STD_MAE:  5.65601473839
CV_MAE:  0.440249564479



ITERATION 4252 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46693841471
AVG_RMSE_PER_AREA:  1.32034599064
STD_RMSE:  0.105871083506
CV_RMSE:  0.0952912945971
AVG_MAE:  1.20315839494
AVG_MAE_PER_AREA:  1.0829257363
STD_MAE:  0.103284123047
CV_MAE:  0.0929628513338



ITERATION 4253 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.0959397303
AVG_RMSE_PER_AREA:  4.21068809186
STD_RMSE:  38.1489777746
CV_RMSE:  2.96941780165
AVG_MAE:  19.6806126547
AVG_MAE_PER_AREA:  1.53188800784
STD_MAE:  6.57574705144
CV_MAE:  0.5118391499



ITERATION 4254 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45366247727
AVG_RMSE_PER_AREA:  1.30839672911
STD_RMSE:  0.116282655758
CV_RMSE:  0.104662429432
AVG_MAE:  1.17980260691
AVG_MAE_PER_AREA:  1.06190391237
STD_MAE:  0.080840478712
CV_MAE:  0.0727620197813



ITERATION 4255 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.4133370488
AVG_RMSE_PER_AREA:  4.07971864925
STD_RMSE:  38.9429418314
CV_RMSE:  3.03121791116
AVG_MAE:  19.8735798419
AVG_MAE_PER_AREA:  1.5469080748
STD_MAE:  7.29628348527
CV_MAE:  0.567923843073



ITERATION 4256 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44614317623
AVG_RMSE_PER_AREA:  1.30162883832
STD_RMSE:  0.124559661172
CV_RMSE:  0.112112306539
AVG_MAE:  1.18538108439
AVG_MAE_PER_AREA:  1.06692492777
STD_MAE:  0.0980437696703
CV_MAE:  0.0882461710005



ITERATION 4257 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.911655417
AVG_RMSE_PER_AREA:  4.04066904804
STD_RMSE:  41.0710705334
CV_RMSE:  3.19686594737
AVG_MAE:  19.7632902309
AVG_MAE_PER_AREA:  1.53832341662
STD_MAE:  7.43567140348
CV_MAE:  0.578773438261



ITERATION 4258 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43830444832
AVG_RMSE_PER_AREA:  1.29457344127
STD_RMSE:  0.145860702385
CV_RMSE:  0.131284716288
AVG_MAE:  1.17263207357
AVG_MAE_PER_AREA:  1.05544993662
STD_MAE:  0.100646360256
CV_MAE:  0.0905886824587



ITERATION 4259 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.8846760017
AVG_RMSE_PER_AREA:  3.80505679615
STD_RMSE:  43.4020712595
CV_RMSE:  3.37830501745
AVG_MAE:  19.5671358429
AVG_MAE_PER_AREA:  1.52305526619
STD_MAE:  9.81807581486
CV_MAE:  0.764213638302



ITERATION 4260 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4410421273
AVG_RMSE_PER_AREA:  1.29703754162
STD_RMSE:  0.157187797303
CV_RMSE:  0.141479884817
AVG_MAE:  1.18458261877
AVG_MAE_PER_AREA:  1.06620625351
STD_MAE:  0.114279463885
CV_MAE:  0.102859418256



ITERATION 4261 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.4434746479
AVG_RMSE_PER_AREA:  3.61503999413
STD_RMSE:  45.4618180891
CV_RMSE:  3.53863038551
AVG_MAE:  19.5097171299
AVG_MAE_PER_AREA:  1.51858594202
STD_MAE:  10.9778750339
CV_MAE:  0.854489411029



ITERATION 4262 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42800001509
AVG_RMSE_PER_AREA:  1.28529873896
STD_RMSE:  0.20926243452
CV_RMSE:  0.188350658514
AVG_MAE:  1.17544739678
AVG_MAE_PER_AREA:  1.05798392215
STD_MAE:  0.143641229125
CV_MAE:  0.129287036909



ITERATION 4263 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.4957371807
AVG_RMSE_PER_AREA:  3.46343314525
STD_RMSE:  47.6462315627
CV_RMSE:  3.70865948283
AVG_MAE:  19.2980891866
AVG_MAE_PER_AREA:  1.50211337004
STD_MAE:  12.1271269103
CV_MAE:  0.943944205873



ITERATION 4264 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41555995151
AVG_RMSE_PER_AREA:  1.27410182169
STD_RMSE:  0.250646905286
CV_RMSE:  0.225599543336
AVG_MAE:  1.16950540459
AVG_MAE_PER_AREA:  1.05263571838
STD_MAE:  0.182058551066
CV_MAE:  0.163865282654



ITERATION 4265 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.0006778168
AVG_RMSE_PER_AREA:  3.34706158962
STD_RMSE:  48.5048036433
CV_RMSE:  3.77548851387
AVG_MAE:  19.2954354436
AVG_MAE_PER_AREA:  1.50190680954
STD_MAE:  12.7283285706
CV_MAE:  0.990740188796



ITERATION 4266 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41808687757
AVG_RMSE_PER_AREA:  1.27637622985
STD_RMSE:  0.262433612664
CV_RMSE:  0.236208394856
AVG_MAE:  1.17477611072
AVG_MAE_PER_AREA:  1.05737971829
STD_MAE:  0.174403135403
CV_MAE:  0.156974879297



ITERATION 4267 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  62.9425597456
AVG_RMSE_PER_AREA:  4.89928612228
STD_RMSE:  27.8602427708
CV_RMSE:  2.1685692689
AVG_MAE:  21.6139336001
AVG_MAE_PER_AREA:  1.68237271193
STD_MAE:  1.14694186445
CV_MAE:  0.0892749894871



ITERATION 4268 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45207140039
AVG_RMSE_PER_AREA:  1.30696464992
STD_RMSE:  0.0362675964766
CV_RMSE:  0.0326433442045
AVG_MAE:  1.19011276479
AVG_MAE_PER_AREA:  1.07118376726
STD_MAE:  0.0207286619591
CV_MAE:  0.018657228848



ITERATION 4269 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.5583083516
AVG_RMSE_PER_AREA:  4.71370215789
STD_RMSE:  25.6764199325
CV_RMSE:  1.9985861451
AVG_MAE:  21.8989344947
AVG_MAE_PER_AREA:  1.70455644474
STD_MAE:  2.91709041815
CV_MAE:  0.22705877646



ITERATION 4270 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45877784663
AVG_RMSE_PER_AREA:  1.31300091519
STD_RMSE:  0.0855016765478
CV_RMSE:  0.0769574200873
AVG_MAE:  1.20540776312
AVG_MAE_PER_AREA:  1.08495032318
STD_MAE:  0.0735344851981
CV_MAE:  0.0661861205158



ITERATION 4271 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.6797130313
AVG_RMSE_PER_AREA:  4.48963974032
STD_RMSE:  31.2876140891
CV_RMSE:  2.43534699137
AVG_MAE:  21.5643245888
AVG_MAE_PER_AREA:  1.67851127474
STD_MAE:  4.28798602676
CV_MAE:  0.333765746394



ITERATION 4272 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43535898776
AVG_RMSE_PER_AREA:  1.29192232313
STD_RMSE:  0.112779828989
CV_RMSE:  0.101509643171
AVG_MAE:  1.18857625811
AVG_MAE_PER_AREA:  1.06980080502
STD_MAE:  0.0882284005813
CV_MAE:  0.0794116602308



ITERATION 4273 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.3778001697
AVG_RMSE_PER_AREA:  4.46613962372
STD_RMSE:  32.1999157415
CV_RMSE:  2.50635819338
AVG_MAE:  21.6665322827
AVG_MAE_PER_AREA:  1.68646685739
STD_MAE:  4.69341936304
CV_MAE:  0.365323629104



ITERATION 4274 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43260510246
AVG_RMSE_PER_AREA:  1.28944363597
STD_RMSE:  0.117222475902
CV_RMSE:  0.105508332537
AVG_MAE:  1.17772070455
AVG_MAE_PER_AREA:  1.06003005631
STD_MAE:  0.0908303040334
CV_MAE:  0.0817535532214



ITERATION 4275 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  55.4663518833
AVG_RMSE_PER_AREA:  4.31735743087
STD_RMSE:  35.5773228884
CV_RMSE:  2.76924683393
AVG_MAE:  21.8898585683
AVG_MAE_PER_AREA:  1.70384999809
STD_MAE:  5.99244765743
CV_MAE:  0.466436633101



ITERATION 4276 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43238867867
AVG_RMSE_PER_AREA:  1.2892488396
STD_RMSE:  0.15213718387
CV_RMSE:  0.136933983551
AVG_MAE:  1.18132786964
AVG_MAE_PER_AREA:  1.06327675427
STD_MAE:  0.106767387899
CV_MAE:  0.0960980305173



ITERATION 4277 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.9522983459
AVG_RMSE_PER_AREA:  4.19950741786
STD_RMSE:  36.7244479272
CV_RMSE:  2.85853608123
AVG_MAE:  21.3811173932
AVG_MAE_PER_AREA:  1.6642509003
STD_MAE:  6.85524829021
CV_MAE:  0.533594803719



ITERATION 4278 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43460383544
AVG_RMSE_PER_AREA:  1.29124263384
STD_RMSE:  0.14942434467
CV_RMSE:  0.134492240718
AVG_MAE:  1.18685809507
AVG_MAE_PER_AREA:  1.0682543395
STD_MAE:  0.105619263552
CV_MAE:  0.0950646392293



ITERATION 4279 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.8424805012
AVG_RMSE_PER_AREA:  4.03528465144
STD_RMSE:  39.5173806038
CV_RMSE:  3.07593074008
AVG_MAE:  21.4181475544
AVG_MAE_PER_AREA:  1.6671332323
STD_MAE:  8.27457370638
CV_MAE:  0.644071424665



ITERATION 4280 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42617138253
AVG_RMSE_PER_AREA:  1.28365284324
STD_RMSE:  0.177268878887
CV_RMSE:  0.159554246556
AVG_MAE:  1.17787553826
AVG_MAE_PER_AREA:  1.06016941736
STD_MAE:  0.121107097773
CV_MAE:  0.109004760786



ITERATION 4281 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.7887115445
AVG_RMSE_PER_AREA:  3.87542458556
STD_RMSE:  42.017732917
CV_RMSE:  3.27055169986
AVG_MAE:  21.3671965705
AVG_MAE_PER_AREA:  1.66316733944
STD_MAE:  9.75501190884
CV_MAE:  0.759304906899



ITERATION 4282 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41504892744
AVG_RMSE_PER_AREA:  1.2736418647
STD_RMSE:  0.228430664383
CV_RMSE:  0.205603390594
AVG_MAE:  1.17232300755
AVG_MAE_PER_AREA:  1.05517175584
STD_MAE:  0.16566276408
CV_MAE:  0.149107940837



ITERATION 4283 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  48.1875879401
AVG_RMSE_PER_AREA:  3.75079726365
STD_RMSE:  43.2944858252
CV_RMSE:  3.36993084539
AVG_MAE:  21.2510735389
AVG_MAE_PER_AREA:  1.65412862288
STD_MAE:  11.2181403855
CV_MAE:  0.873191044828



ITERATION 4284 OF 6498
HP:  13
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40933744655
AVG_RMSE_PER_AREA:  1.26850113703
STD_RMSE:  0.240864433069
CV_RMSE:  0.216794642026
AVG_MAE:  1.16949963155
AVG_MAE_PER_AREA:  1.05263052225
STD_MAE:  0.161784190447
CV_MAE:  0.14561695642



ITERATION 4285 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.0705815211
AVG_RMSE_PER_AREA:  4.36438910373
STD_RMSE:  32.138655153
CV_RMSE:  2.50158982755
AVG_MAE:  19.9246354711
AVG_MAE_PER_AREA:  1.55088211298
STD_MAE:  3.62768071533
CV_MAE:  0.28236928807



ITERATION 4286 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44658768498
AVG_RMSE_PER_AREA:  1.30202892693
STD_RMSE:  0.0263032306568
CV_RMSE:  0.023674726076
AVG_MAE:  1.18174909378
AVG_MAE_PER_AREA:  1.06365588512
STD_MAE:  0.0232459031456
CV_MAE:  0.0209229199464



ITERATION 4287 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.4822301887
AVG_RMSE_PER_AREA:  4.47426818641
STD_RMSE:  32.6842033099
CV_RMSE:  2.54405388565
AVG_MAE:  20.4531186161
AVG_MAE_PER_AREA:  1.59201787468
STD_MAE:  5.59151184679
CV_MAE:  0.435228826159



ITERATION 4288 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4657288501
AVG_RMSE_PER_AREA:  1.31925729887
STD_RMSE:  0.107210104967
CV_RMSE:  0.096496506486
AVG_MAE:  1.20153757786
AVG_MAE_PER_AREA:  1.08146688888
STD_MAE:  0.104975020604
CV_MAE:  0.0944847760361



ITERATION 4289 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.981392128
AVG_RMSE_PER_AREA:  4.20177200264
STD_RMSE:  38.1062905414
CV_RMSE:  2.96609513778
AVG_MAE:  19.9306851146
AVG_MAE_PER_AREA:  1.55135300159
STD_MAE:  7.01250515097
CV_MAE:  0.545835271197



ITERATION 4290 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45170755778
AVG_RMSE_PER_AREA:  1.30663716641
STD_RMSE:  0.104934000235
CV_RMSE:  0.0944478548678
AVG_MAE:  1.18362343623
AVG_MAE_PER_AREA:  1.06534292291
STD_MAE:  0.0797286070349
CV_MAE:  0.0717612584022



ITERATION 4291 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.2020614693
AVG_RMSE_PER_AREA:  4.06327350436
STD_RMSE:  39.0633999015
CV_RMSE:  3.04059405591
AVG_MAE:  19.760747023
AVG_MAE_PER_AREA:  1.5381254599
STD_MAE:  7.2656942948
CV_MAE:  0.565542859571



ITERATION 4292 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45483927993
AVG_RMSE_PER_AREA:  1.30945593286
STD_RMSE:  0.121553117193
CV_RMSE:  0.109406209099
AVG_MAE:  1.19366392608
AVG_MAE_PER_AREA:  1.07438005793
STD_MAE:  0.087505347954
CV_MAE:  0.0787608628776



ITERATION 4293 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.5252186524
AVG_RMSE_PER_AREA:  4.01058980937
STD_RMSE:  41.0856250818
CV_RMSE:  3.19799883579
AVG_MAE:  19.3900863499
AVG_MAE_PER_AREA:  1.50927419139
STD_MAE:  7.34610043205
CV_MAE:  0.571801465416



ITERATION 4294 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43872359055
AVG_RMSE_PER_AREA:  1.29495069826
STD_RMSE:  0.141750094348
CV_RMSE:  0.127584884866
AVG_MAE:  1.17813798052
AVG_MAE_PER_AREA:  1.06040563353
STD_MAE:  0.0922125270184
CV_MAE:  0.0829976494684



ITERATION 4295 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.5925966012
AVG_RMSE_PER_AREA:  3.78232209074
STD_RMSE:  43.4549707633
CV_RMSE:  3.38242257807
AVG_MAE:  19.3226127064
AVG_MAE_PER_AREA:  1.50402221742
STD_MAE:  9.9089597441
CV_MAE:  0.771287808387



ITERATION 4296 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44376152382
AVG_RMSE_PER_AREA:  1.29948518649
STD_RMSE:  0.156103603583
CV_RMSE:  0.140504035513
AVG_MAE:  1.18923412957
AVG_MAE_PER_AREA:  1.07039293482
STD_MAE:  0.110219556843
CV_MAE:  0.099205221234



ITERATION 4297 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.1694662782
AVG_RMSE_PER_AREA:  3.59371189103
STD_RMSE:  45.5945565978
CV_RMSE:  3.54896240785
AVG_MAE:  19.3521136824
AVG_MAE_PER_AREA:  1.50631849712
STD_MAE:  11.2829633507
CV_MAE:  0.878236696848



ITERATION 4298 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43224457573
AVG_RMSE_PER_AREA:  1.28911913699
STD_RMSE:  0.211865997783
CV_RMSE:  0.190694045449
AVG_MAE:  1.17907622529
AVG_MAE_PER_AREA:  1.06125011869
STD_MAE:  0.145066464266
CV_MAE:  0.13056984707



ITERATION 4299 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.9825050622
AVG_RMSE_PER_AREA:  3.50132189868
STD_RMSE:  47.2187905891
CV_RMSE:  3.67538858252
AVG_MAE:  19.7247563888
AVG_MAE_PER_AREA:  1.53532404198
STD_MAE:  12.2242349823
CV_MAE:  0.951502847138



ITERATION 4300 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4207268381
AVG_RMSE_PER_AREA:  1.27875237684
STD_RMSE:  0.251821963974
CV_RMSE:  0.226657177394
AVG_MAE:  1.17601389647
AVG_MAE_PER_AREA:  1.05849381104
STD_MAE:  0.186557722307
CV_MAE:  0.167914847823



ITERATION 4301 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.1872514853
AVG_RMSE_PER_AREA:  3.36158400161
STD_RMSE:  48.3264569163
CV_RMSE:  3.76160646574
AVG_MAE:  19.4315207477
AVG_MAE_PER_AREA:  1.51249933779
STD_MAE:  12.4907940573
CV_MAE:  0.972251116393



ITERATION 4302 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42948688904
AVG_RMSE_PER_AREA:  1.28663702831
STD_RMSE:  0.257583429062
CV_RMSE:  0.231842894294
AVG_MAE:  1.18510458273
AVG_MAE_PER_AREA:  1.06667605716
STD_MAE:  0.170261427829
CV_MAE:  0.153247056141



ITERATION 4303 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.8445388244
AVG_RMSE_PER_AREA:  4.65814418323
STD_RMSE:  29.6612438486
CV_RMSE:  2.30875453659
AVG_MAE:  21.3146236656
AVG_MAE_PER_AREA:  1.65907520045
STD_MAE:  1.6421300706
CV_MAE:  0.127819159221



ITERATION 4304 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44397092944
AVG_RMSE_PER_AREA:  1.29967366604
STD_RMSE:  0.0392276369391
CV_RMSE:  0.0353075852644
AVG_MAE:  1.18384798913
AVG_MAE_PER_AREA:  1.06554503604
STD_MAE:  0.0235331690234
CV_MAE:  0.0211814790966



ITERATION 4305 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.1497850986
AVG_RMSE_PER_AREA:  4.52622893473
STD_RMSE:  29.3030024565
CV_RMSE:  2.2808699528
AVG_MAE:  20.9989006291
AVG_MAE_PER_AREA:  1.63450013553
STD_MAE:  2.36205669126
CV_MAE:  0.183856386113



ITERATION 4306 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45353875963
AVG_RMSE_PER_AREA:  1.30828537468
STD_RMSE:  0.0883372748509
CV_RMSE:  0.0795096546004
AVG_MAE:  1.19414932865
AVG_MAE_PER_AREA:  1.0748169538
STD_MAE:  0.0796537385465
CV_MAE:  0.0716938715865



ITERATION 4307 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.1022742036
AVG_RMSE_PER_AREA:  4.28901856555
STD_RMSE:  34.5166274994
CV_RMSE:  2.68668504712
AVG_MAE:  20.4219405308
AVG_MAE_PER_AREA:  1.58959105313
STD_MAE:  4.00753459207
CV_MAE:  0.311936131781



ITERATION 4308 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44325000652
AVG_RMSE_PER_AREA:  1.29902478556
STD_RMSE:  0.10694290032
CV_RMSE:  0.09625600383
AVG_MAE:  1.19185809601
AVG_MAE_PER_AREA:  1.07275468602
STD_MAE:  0.0946213057383
CV_MAE:  0.0851657168482



ITERATION 4309 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.3552094189
AVG_RMSE_PER_AREA:  4.23086897412
STD_RMSE:  35.7657400112
CV_RMSE:  2.78391273564
AVG_MAE:  20.6882249316
AVG_MAE_PER_AREA:  1.61031794245
STD_MAE:  4.93010079057
CV_MAE:  0.38374629952



ITERATION 4310 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44584071749
AVG_RMSE_PER_AREA:  1.30135660455
STD_RMSE:  0.110729568302
CV_RMSE:  0.0996642668067
AVG_MAE:  1.18775446916
AVG_MAE_PER_AREA:  1.06906113815
STD_MAE:  0.0930054429374
CV_MAE:  0.0837113286141



ITERATION 4311 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.8048292685
AVG_RMSE_PER_AREA:  4.11019139149
STD_RMSE:  38.4479137343
CV_RMSE:  2.9926862039
AVG_MAE:  20.8796205476
AVG_MAE_PER_AREA:  1.62521568238
STD_MAE:  5.92217459492
CV_MAE:  0.460966759596



ITERATION 4312 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43519585793
AVG_RMSE_PER_AREA:  1.29177549501
STD_RMSE:  0.150844747405
CV_RMSE:  0.13577070138
AVG_MAE:  1.17886795522
AVG_MAE_PER_AREA:  1.06106266123
STD_MAE:  0.115520883004
CV_MAE:  0.103976781289



ITERATION 4313 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.934269246
AVG_RMSE_PER_AREA:  4.04242925003
STD_RMSE:  39.5716390651
CV_RMSE:  3.08015407843
AVG_MAE:  20.7111486386
AVG_MAE_PER_AREA:  1.61210226453
STD_MAE:  6.70664572551
CV_MAE:  0.522027964271



ITERATION 4314 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44849421476
AVG_RMSE_PER_AREA:  1.30374493554
STD_RMSE:  0.148501782758
CV_RMSE:  0.133661871215
AVG_MAE:  1.19631003573
AVG_MAE_PER_AREA:  1.07676173955
STD_MAE:  0.107418240413
CV_MAE:  0.0966838427773



ITERATION 4315 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.5251978117
AVG_RMSE_PER_AREA:  3.85491335787
STD_RMSE:  41.9880680185
CV_RMSE:  3.26824266086
AVG_MAE:  20.6835239388
AVG_MAE_PER_AREA:  1.60995202932
STD_MAE:  7.72386606456
CV_MAE:  0.601205765596



ITERATION 4316 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.439182647
AVG_RMSE_PER_AREA:  1.2953638808
STD_RMSE:  0.176878833535
CV_RMSE:  0.159203178774
AVG_MAE:  1.18574734911
AVG_MAE_PER_AREA:  1.06725459134
STD_MAE:  0.122527973839
CV_MAE:  0.110283647478



ITERATION 4317 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.8727719653
AVG_RMSE_PER_AREA:  3.64845538743
STD_RMSE:  45.2741246283
CV_RMSE:  3.52402081178
AVG_MAE:  20.6230575906
AVG_MAE_PER_AREA:  1.6052454851
STD_MAE:  9.72835205534
CV_MAE:  0.757229772828



ITERATION 4318 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42984306419
AVG_RMSE_PER_AREA:  1.28695761057
STD_RMSE:  0.232831463677
CV_RMSE:  0.20956441421
AVG_MAE:  1.18692801652
AVG_MAE_PER_AREA:  1.06831727363
STD_MAE:  0.163772174577
CV_MAE:  0.147406279577



ITERATION 4319 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.4582289176
AVG_RMSE_PER_AREA:  3.53835101368
STD_RMSE:  46.0849282373
CV_RMSE:  3.58713166849
AVG_MAE:  20.601271564
AVG_MAE_PER_AREA:  1.60354971712
STD_MAE:  11.1431851807
CV_MAE:  0.867356725472



ITERATION 4320 OF 6498
HP:  13
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42025709906
AVG_RMSE_PER_AREA:  1.27832957922
STD_RMSE:  0.239864951416
CV_RMSE:  0.215895039439
AVG_MAE:  1.18147100825
AVG_MAE_PER_AREA:  1.06340558892
STD_MAE:  0.160408330025
CV_MAE:  0.144378586919



ITERATION 4321 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.958529676
AVG_RMSE_PER_AREA:  4.43350469245
STD_RMSE:  31.2502540269
CV_RMSE:  2.43243898072
AVG_MAE:  19.8643480048
AVG_MAE_PER_AREA:  1.54618949247
STD_MAE:  2.49275001453
CV_MAE:  0.194029216509



ITERATION 4322 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41973317181
AVG_RMSE_PER_AREA:  1.27785800848
STD_RMSE:  0.0192248339398
CV_RMSE:  0.0173036796628
AVG_MAE:  1.16318017627
AVG_MAE_PER_AREA:  1.04694257559
STD_MAE:  0.0170340690623
CV_MAE:  0.0153318398136



ITERATION 4323 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.3785469738
AVG_RMSE_PER_AREA:  4.62187258232
STD_RMSE:  31.5575781781
CV_RMSE:  2.45636029811
AVG_MAE:  21.3145561843
AVG_MAE_PER_AREA:  1.65906994787
STD_MAE:  4.58459276914
CV_MAE:  0.35685284839



ITERATION 4324 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46094994679
AVG_RMSE_PER_AREA:  1.3149559555
STD_RMSE:  0.0779724153596
CV_RMSE:  0.0701805644794
AVG_MAE:  1.19727144231
AVG_MAE_PER_AREA:  1.07762707195
STD_MAE:  0.0708050795674
CV_MAE:  0.0637294667496



ITERATION 4325 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.1715417539
AVG_RMSE_PER_AREA:  4.45008500188
STD_RMSE:  35.9471868745
CV_RMSE:  2.79803609038
AVG_MAE:  21.4719679931
AVG_MAE_PER_AREA:  1.67132247611
STD_MAE:  5.30009429867
CV_MAE:  0.412545637629



ITERATION 4326 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45718387666
AVG_RMSE_PER_AREA:  1.31156623201
STD_RMSE:  0.0589292027892
CV_RMSE:  0.0530403566055
AVG_MAE:  1.18717561726
AVG_MAE_PER_AREA:  1.06854013142
STD_MAE:  0.0612987774941
CV_MAE:  0.0551731376614



ITERATION 4327 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.5816749867
AVG_RMSE_PER_AREA:  4.24849646842
STD_RMSE:  37.7841229758
CV_RMSE:  2.94101844739
AVG_MAE:  21.0688449905
AVG_MAE_PER_AREA:  1.6399444238
STD_MAE:  6.78510333516
CV_MAE:  0.528134901766



ITERATION 4328 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44895888561
AVG_RMSE_PER_AREA:  1.30416317143
STD_RMSE:  0.101394317396
CV_RMSE:  0.0912618955948
AVG_MAE:  1.18365011237
AVG_MAE_PER_AREA:  1.06536693328
STD_MAE:  0.0920809313464
CV_MAE:  0.0828792042657



ITERATION 4329 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.8760445982
AVG_RMSE_PER_AREA:  4.19357202329
STD_RMSE:  40.4434154621
CV_RMSE:  3.14801089933
AVG_MAE:  21.3422369764
AVG_MAE_PER_AREA:  1.66122454917
STD_MAE:  7.94616667331
CV_MAE:  0.618509070257



ITERATION 4330 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45110339146
AVG_RMSE_PER_AREA:  1.30609337496
STD_RMSE:  0.123128699612
CV_RMSE:  0.110824342205
AVG_MAE:  1.18516052233
AVG_MAE_PER_AREA:  1.06672640667
STD_MAE:  0.101138145682
CV_MAE:  0.0910313233419



ITERATION 4331 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.5046866462
AVG_RMSE_PER_AREA:  4.00899165109
STD_RMSE:  41.8225587045
CV_RMSE:  3.25535984375
AVG_MAE:  20.7805877102
AVG_MAE_PER_AREA:  1.61750722234
STD_MAE:  9.04998398551
CV_MAE:  0.704427356089



ITERATION 4332 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43614525621
AVG_RMSE_PER_AREA:  1.29263001909
STD_RMSE:  0.160907244879
CV_RMSE:  0.144827644781
AVG_MAE:  1.18088025662
AVG_MAE_PER_AREA:  1.06287387161
STD_MAE:  0.123989495287
CV_MAE:  0.111599117824



ITERATION 4333 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.3180523032
AVG_RMSE_PER_AREA:  3.83878968703
STD_RMSE:  43.6533285514
CV_RMSE:  3.39786223546
AVG_MAE:  20.4751655678
AVG_MAE_PER_AREA:  1.5937339524
STD_MAE:  9.76332950952
CV_MAE:  0.759952327433



ITERATION 4334 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43619065903
AVG_RMSE_PER_AREA:  1.29267088477
STD_RMSE:  0.181049349027
CV_RMSE:  0.162956931047
AVG_MAE:  1.18345859065
AVG_MAE_PER_AREA:  1.06519455049
STD_MAE:  0.13562576295
CV_MAE:  0.1220725632



ITERATION 4335 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.3839873546
AVG_RMSE_PER_AREA:  3.68824707166
STD_RMSE:  46.1231266748
CV_RMSE:  3.5901049361
AVG_MAE:  20.4921171519
AVG_MAE_PER_AREA:  1.59505341988
STD_MAE:  11.4448853408
CV_MAE:  0.890840285935



ITERATION 4336 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43027223126
AVG_RMSE_PER_AREA:  1.28734389061
STD_RMSE:  0.226832674697
CV_RMSE:  0.204165089399
AVG_MAE:  1.18078814474
AVG_MAE_PER_AREA:  1.06279096455
STD_MAE:  0.173028006699
CV_MAE:  0.155737168393



ITERATION 4337 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.7703658895
AVG_RMSE_PER_AREA:  3.48480953393
STD_RMSE:  47.7814562236
CV_RMSE:  3.71918502083
AVG_MAE:  20.0588207067
AVG_MAE_PER_AREA:  1.56132674481
STD_MAE:  11.825496464
CV_MAE:  0.920466071752



ITERATION 4338 OF 6498
HP:  13
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42615625271
AVG_RMSE_PER_AREA:  1.28363922535
STD_RMSE:  0.242150128099
CV_RMSE:  0.21795185644
AVG_MAE:  1.17940502078
AVG_MAE_PER_AREA:  1.06154605737
STD_MAE:  0.173819932239
CV_MAE:  0.15644995613



ITERATION 4339 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.474003871
AVG_RMSE_PER_AREA:  4.55146528576
STD_RMSE:  30.9643867475
CV_RMSE:  2.41018781076
AVG_MAE:  20.4062825597
AVG_MAE_PER_AREA:  1.58837227714
STD_MAE:  2.22409049122
CV_MAE:  0.173117453793



ITERATION 4340 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4663694104
AVG_RMSE_PER_AREA:  1.31983384742
STD_RMSE:  0.0275455682418
CV_RMSE:  0.024792915792
AVG_MAE:  1.20001731731
AVG_MAE_PER_AREA:  1.08009854928
STD_MAE:  0.0180483791138
CV_MAE:  0.0162447889847



ITERATION 4341 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.6040158232
AVG_RMSE_PER_AREA:  4.56158508
STD_RMSE:  30.8625775046
CV_RMSE:  2.40226324251
AVG_MAE:  20.7224471621
AVG_MAE_PER_AREA:  1.61298171239
STD_MAE:  3.11712783328
CV_MAE:  0.242629171687



ITERATION 4342 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47190872375
AVG_RMSE_PER_AREA:  1.32481961241
STD_RMSE:  0.0797505486261
CV_RMSE:  0.0717810073512
AVG_MAE:  1.21050826197
AVG_MAE_PER_AREA:  1.08954112477
STD_MAE:  0.0766783961577
CV_MAE:  0.0690158577351



ITERATION 4343 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.8243078162
AVG_RMSE_PER_AREA:  4.18954496593
STD_RMSE:  37.5646871636
CV_RMSE:  2.92393813109
AVG_MAE:  19.8952788345
AVG_MAE_PER_AREA:  1.54859706829
STD_MAE:  5.48701067902
CV_MAE:  0.427094725432



ITERATION 4344 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4670875957
AVG_RMSE_PER_AREA:  1.32048026385
STD_RMSE:  0.0951469186755
CV_RMSE:  0.0856388048302
AVG_MAE:  1.20489454101
AVG_MAE_PER_AREA:  1.0844883878
STD_MAE:  0.0801449552974
CV_MAE:  0.0721360006229



ITERATION 4345 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.3450002966
AVG_RMSE_PER_AREA:  4.15223690778
STD_RMSE:  37.8439648334
CV_RMSE:  2.94567638288
AVG_MAE:  19.8567483881
AVG_MAE_PER_AREA:  1.54559795795
STD_MAE:  5.69955451834
CV_MAE:  0.443638588385



ITERATION 4346 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46036061417
AVG_RMSE_PER_AREA:  1.3144255154
STD_RMSE:  0.102845735311
CV_RMSE:  0.0925682720626
AVG_MAE:  1.19657798819
AVG_MAE_PER_AREA:  1.07700291529
STD_MAE:  0.0721511688163
CV_MAE:  0.0649410401361



ITERATION 4347 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.7031134082
AVG_RMSE_PER_AREA:  3.94659926258
STD_RMSE:  41.4555794463
CV_RMSE:  3.22679512707
AVG_MAE:  19.6766486831
AVG_MAE_PER_AREA:  1.53157946254
STD_MAE:  7.48674910411
CV_MAE:  0.582749194424



ITERATION 4348 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46164738823
AVG_RMSE_PER_AREA:  1.31558370101
STD_RMSE:  0.138700458712
CV_RMSE:  0.124840001956
AVG_MAE:  1.20029642161
AVG_MAE_PER_AREA:  1.08034976244
STD_MAE:  0.084469656917
CV_MAE:  0.0760285310706



ITERATION 4349 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.2471527501
AVG_RMSE_PER_AREA:  3.91110846377
STD_RMSE:  42.1606847652
CV_RMSE:  3.28167870215
AVG_MAE:  19.8504002381
AVG_MAE_PER_AREA:  1.54510383437
STD_MAE:  7.61820457872
CV_MAE:  0.59298134871



ITERATION 4350 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46292406981
AVG_RMSE_PER_AREA:  1.3167328027
STD_RMSE:  0.142308444084
CV_RMSE:  0.12808743823
AVG_MAE:  1.2041063822
AVG_MAE_PER_AREA:  1.08377899038
STD_MAE:  0.0941526033483
CV_MAE:  0.0847438522933



ITERATION 4351 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.8308003686
AVG_RMSE_PER_AREA:  3.72302584151
STD_RMSE:  44.3774055613
CV_RMSE:  3.45422251793
AVG_MAE:  19.851828356
AVG_MAE_PER_AREA:  1.54521499537
STD_MAE:  9.01492976856
CV_MAE:  0.701698826469



ITERATION 4352 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45774173797
AVG_RMSE_PER_AREA:  1.31206834576
STD_RMSE:  0.169082529988
CV_RMSE:  0.152185966581
AVG_MAE:  1.20069914603
AVG_MAE_PER_AREA:  1.08071224227
STD_MAE:  0.101708852337
CV_MAE:  0.0915449987876



ITERATION 4353 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.396049317
AVG_RMSE_PER_AREA:  3.53351111432
STD_RMSE:  47.2961218292
CV_RMSE:  3.68140784632
AVG_MAE:  19.894878007
AVG_MAE_PER_AREA:  1.54856586891
STD_MAE:  11.2082736319
CV_MAE:  0.87242304224



ITERATION 4354 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44616570995
AVG_RMSE_PER_AREA:  1.30164912023
STD_RMSE:  0.218083882224
CV_RMSE:  0.196290571322
AVG_MAE:  1.19736119079
AVG_MAE_PER_AREA:  1.07770785178
STD_MAE:  0.15340116691
CV_MAE:  0.138071655673



ITERATION 4355 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.5128049736
AVG_RMSE_PER_AREA:  3.30908682882
STD_RMSE:  48.978437636
CV_RMSE:  3.81235495936
AVG_MAE:  19.4996093037
AVG_MAE_PER_AREA:  1.51779917496
STD_MAE:  12.2712669271
CV_MAE:  0.955163692127



ITERATION 4356 OF 6498
HP:  13
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44411635618
AVG_RMSE_PER_AREA:  1.29980456015
STD_RMSE:  0.256989102524
CV_RMSE:  0.231307959322
AVG_MAE:  1.20262844701
AVG_MAE_PER_AREA:  1.08244874653
STD_MAE:  0.174825902087
CV_MAE:  0.157355398541



ITERATION 4357 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.3613870879
AVG_RMSE_PER_AREA:  4.38702465721
STD_RMSE:  31.5116965494
CV_RMSE:  2.45278899075
AVG_MAE:  19.4568833607
AVG_MAE_PER_AREA:  1.51447349802
STD_MAE:  3.00024772318
CV_MAE:  0.233531526093



ITERATION 4358 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44003349935
AVG_RMSE_PER_AREA:  1.29612970674
STD_RMSE:  0.0187190812966
CV_RMSE:  0.0168484673185
AVG_MAE:  1.18614583372
AVG_MAE_PER_AREA:  1.06761325504
STD_MAE:  0.0204299415374
CV_MAE:  0.0183883598163



ITERATION 4359 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.4822914903
AVG_RMSE_PER_AREA:  4.62994778728
STD_RMSE:  31.4296601695
CV_RMSE:  2.44640349104
AVG_MAE:  21.4242382949
AVG_MAE_PER_AREA:  1.6676073198
STD_MAE:  4.65055915481
CV_MAE:  0.361987501304



ITERATION 4360 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47213560591
AVG_RMSE_PER_AREA:  1.32502382203
STD_RMSE:  0.0641314085227
CV_RMSE:  0.0577227014223
AVG_MAE:  1.21345473536
AVG_MAE_PER_AREA:  1.09219315453
STD_MAE:  0.0603964093976
CV_MAE:  0.054360943989



ITERATION 4361 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.799996376
AVG_RMSE_PER_AREA:  4.42116487024
STD_RMSE:  36.1163605183
CV_RMSE:  2.81120412944
AVG_MAE:  21.079050311
AVG_MAE_PER_AREA:  1.64073877956
STD_MAE:  5.24574729625
CV_MAE:  0.408315407466



ITERATION 4362 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.47312850728
AVG_RMSE_PER_AREA:  1.32591750191
STD_RMSE:  0.066103050397
CV_RMSE:  0.0594973154195
AVG_MAE:  1.20567384197
AVG_MAE_PER_AREA:  1.08518981254
STD_MAE:  0.0643137976859
CV_MAE:  0.0578868642787



ITERATION 4363 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.9817638796
AVG_RMSE_PER_AREA:  4.20180093883
STD_RMSE:  37.543557372
CV_RMSE:  2.92229344274
AVG_MAE:  20.5342558208
AVG_MAE_PER_AREA:  1.59833338493
STD_MAE:  6.01275235423
CV_MAE:  0.468017098206



ITERATION 4364 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45605745708
AVG_RMSE_PER_AREA:  1.31055237651
STD_RMSE:  0.0963686163093
CV_RMSE:  0.0867384171632
AVG_MAE:  1.19550831795
AVG_MAE_PER_AREA:  1.07604013812
STD_MAE:  0.0908107396255
CV_MAE:  0.0817359439016



ITERATION 4365 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.9153852921
AVG_RMSE_PER_AREA:  4.11879678653
STD_RMSE:  40.5261945527
CV_RMSE:  3.15445420973
AVG_MAE:  20.3685826952
AVG_MAE_PER_AREA:  1.58543781715
STD_MAE:  7.96263900434
CV_MAE:  0.619791233918



ITERATION 4366 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45643457415
AVG_RMSE_PER_AREA:  1.31089180795
STD_RMSE:  0.126225255231
CV_RMSE:  0.113611456344
AVG_MAE:  1.19535328492
AVG_MAE_PER_AREA:  1.07590059768
STD_MAE:  0.100268842802
CV_MAE:  0.0902488906502



ITERATION 4367 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.460679693
AVG_RMSE_PER_AREA:  4.00556626362
STD_RMSE:  41.4862446852
CV_RMSE:  3.22918202998
AVG_MAE:  20.3943103705
AVG_MAE_PER_AREA:  1.58744039288
STD_MAE:  8.20783086166
CV_MAE:  0.638876334186



ITERATION 4368 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45235577973
AVG_RMSE_PER_AREA:  1.30722061098
STD_RMSE:  0.164295351726
CV_RMSE:  0.147877175182
AVG_MAE:  1.20125342664
AVG_MAE_PER_AREA:  1.08121113314
STD_MAE:  0.123001864889
CV_MAE:  0.110710182186



ITERATION 4369 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.7775329402
AVG_RMSE_PER_AREA:  3.8745544719
STD_RMSE:  43.2121450388
CV_RMSE:  3.36352165146
AVG_MAE:  20.5849524671
AVG_MAE_PER_AREA:  1.60227948081
STD_MAE:  9.49202778952
CV_MAE:  0.738834902956



ITERATION 4370 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43784262744
AVG_RMSE_PER_AREA:  1.29415777055
STD_RMSE:  0.202330085896
CV_RMSE:  0.182111065482
AVG_MAE:  1.19002357295
AVG_MAE_PER_AREA:  1.07110348844
STD_MAE:  0.149971613463
CV_MAE:  0.134984820467



ITERATION 4371 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.487682234
AVG_RMSE_PER_AREA:  3.61848099834
STD_RMSE:  46.4103869796
CV_RMSE:  3.61246453556
AVG_MAE:  19.6604760298
AVG_MAE_PER_AREA:  1.53032062502
STD_MAE:  10.90772601
CV_MAE:  0.849029192372



ITERATION 4372 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44693588005
AVG_RMSE_PER_AREA:  1.30234232657
STD_RMSE:  0.226069998364
CV_RMSE:  0.203478627972
AVG_MAE:  1.19744239585
AVG_MAE_PER_AREA:  1.07778094195
STD_MAE:  0.170708927637
CV_MAE:  0.153649836907



ITERATION 4373 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.7661582639
AVG_RMSE_PER_AREA:  3.48448202324
STD_RMSE:  47.6799209238
CV_RMSE:  3.71128177559
AVG_MAE:  19.5804466139
AVG_MAE_PER_AREA:  1.52409134219
STD_MAE:  11.3475427194
CV_MAE:  0.883263387953



ITERATION 4374 OF 6498
HP:  13
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43685747566
AVG_RMSE_PER_AREA:  1.29327106584
STD_RMSE:  0.26676666651
CV_RMSE:  0.240108442884
AVG_MAE:  1.19475792299
AVG_MAE_PER_AREA:  1.07536473078
STD_MAE:  0.18554353102
CV_MAE:  0.167002005548



ITERATION 4375 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.0822735814
AVG_RMSE_PER_AREA:  4.44313659813
STD_RMSE:  31.3828793789
CV_RMSE:  2.44276219524
AVG_MAE:  19.2817090628
AVG_MAE_PER_AREA:  1.50083838355
STD_MAE:  2.84023529908
CV_MAE:  0.221076572688



ITERATION 4376 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41629605997
AVG_RMSE_PER_AREA:  1.2747643702
STD_RMSE:  0.0206183469831
CV_RMSE:  0.0185579377429
AVG_MAE:  1.15315584059
AVG_MAE_PER_AREA:  1.03791998045
STD_MAE:  0.0090939598937
CV_MAE:  0.00818519261907



ITERATION 4377 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.9332616222
AVG_RMSE_PER_AREA:  4.50937530712
STD_RMSE:  32.0404984647
CV_RMSE:  2.4939495647
AVG_MAE:  20.1987362699
AVG_MAE_PER_AREA:  1.57221741052
STD_MAE:  4.76630563577
CV_MAE:  0.370996908137



ITERATION 4378 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.43844331743
AVG_RMSE_PER_AREA:  1.29469843307
STD_RMSE:  0.0713208826606
CV_RMSE:  0.0641937251937
AVG_MAE:  1.1773036268
AVG_MAE_PER_AREA:  1.0596546575
STD_MAE:  0.0663669747659
CV_MAE:  0.059734865598



ITERATION 4379 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.8610749867
AVG_RMSE_PER_AREA:  4.34808165673
STD_RMSE:  36.5255951644
CV_RMSE:  2.84305789628
AVG_MAE:  20.4024168094
AVG_MAE_PER_AREA:  1.58807137713
STD_MAE:  5.5183795659
CV_MAE:  0.429536398487



ITERATION 4380 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44724760154
AVG_RMSE_PER_AREA:  1.30262289746
STD_RMSE:  0.0896725255768
CV_RMSE:  0.0807114725669
AVG_MAE:  1.18102111536
AVG_MAE_PER_AREA:  1.06300065421
STD_MAE:  0.0733991378687
CV_MAE:  0.0660642985621



ITERATION 4381 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.1125303419
AVG_RMSE_PER_AREA:  4.28981687683
STD_RMSE:  37.9822389273
CV_RMSE:  2.95643928085
AVG_MAE:  20.8514014405
AVG_MAE_PER_AREA:  1.62301918004
STD_MAE:  6.41689724343
CV_MAE:  0.499474691526



ITERATION 4382 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44193488569
AVG_RMSE_PER_AREA:  1.29784108589
STD_RMSE:  0.10899601282
CV_RMSE:  0.098103947023
AVG_MAE:  1.17327673335
AVG_MAE_PER_AREA:  1.056030175
STD_MAE:  0.0848490597873
CV_MAE:  0.076370019884



ITERATION 4383 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.7401103759
AVG_RMSE_PER_AREA:  4.10515384021
STD_RMSE:  40.921140865
CV_RMSE:  3.18519580961
AVG_MAE:  20.5331986309
AVG_MAE_PER_AREA:  1.598251096
STD_MAE:  7.87493006099
CV_MAE:  0.612964196526



ITERATION 4384 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43452597275
AVG_RMSE_PER_AREA:  1.29117255203
STD_RMSE:  0.144471512624
CV_RMSE:  0.130034349461
AVG_MAE:  1.17151121457
AVG_MAE_PER_AREA:  1.05444108603
STD_MAE:  0.102695891281
CV_MAE:  0.0924334020769



ITERATION 4385 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.9146637951
AVG_RMSE_PER_AREA:  4.04090321242
STD_RMSE:  41.9005422065
CV_RMSE:  3.26142987794
AVG_MAE:  20.2953221247
AVG_MAE_PER_AREA:  1.57973540375
STD_MAE:  8.27044944285
CV_MAE:  0.643750402654



ITERATION 4386 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42935344488
AVG_RMSE_PER_AREA:  1.28651691934
STD_RMSE:  0.161182838456
CV_RMSE:  0.145075698054
AVG_MAE:  1.16764100398
AVG_MAE_PER_AREA:  1.05095762893
STD_MAE:  0.120280174615
CV_MAE:  0.108260472774



ITERATION 4387 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.6184045389
AVG_RMSE_PER_AREA:  3.86216832854
STD_RMSE:  44.3394946272
CV_RMSE:  3.45127162883
AVG_MAE:  20.4741762551
AVG_MAE_PER_AREA:  1.59365694686
STD_MAE:  9.70262968094
CV_MAE:  0.755227609706



ITERATION 4388 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42456926173
AVG_RMSE_PER_AREA:  1.28221082375
STD_RMSE:  0.203530219401
CV_RMSE:  0.183191268608
AVG_MAE:  1.16982359087
AVG_MAE_PER_AREA:  1.05292210802
STD_MAE:  0.14026580134
CV_MAE:  0.126248918541



ITERATION 4389 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.3207260518
AVG_RMSE_PER_AREA:  3.68332297541
STD_RMSE:  47.2326175624
CV_RMSE:  3.67646483838
AVG_MAE:  20.6360954737
AVG_MAE_PER_AREA:  1.60626032022
STD_MAE:  11.6473489688
CV_MAE:  0.906599531298



ITERATION 4390 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42267190147
AVG_RMSE_PER_AREA:  1.28050306834
STD_RMSE:  0.241946409872
CV_RMSE:  0.217768495952
AVG_MAE:  1.17150954421
AVG_MAE_PER_AREA:  1.0544395826
STD_MAE:  0.175066054643
CV_MAE:  0.157571552444



ITERATION 4391 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.9083468671
AVG_RMSE_PER_AREA:  3.4955496165
STD_RMSE:  48.371206351
CV_RMSE:  3.76508964604
AVG_MAE:  20.0164254366
AVG_MAE_PER_AREA:  1.55802680659
STD_MAE:  11.9505401633
CV_MAE:  0.930199150024



ITERATION 4392 OF 6498
HP:  13
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4264678197
AVG_RMSE_PER_AREA:  1.28391965719
STD_RMSE:  0.254664590309
CV_RMSE:  0.229215737622
AVG_MAE:  1.17715366364
AVG_MAE_PER_AREA:  1.05951968029
STD_MAE:  0.173879476803
CV_MAE:  0.156503550353



ITERATION 4393 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.3223525005
AVG_RMSE_PER_AREA:  4.53966113516
STD_RMSE:  30.9855294875
CV_RMSE:  2.41183350698
AVG_MAE:  20.2814363921
AVG_MAE_PER_AREA:  1.57865457422
STD_MAE:  2.19539609735
CV_MAE:  0.170883956358



ITERATION 4394 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46552480237
AVG_RMSE_PER_AREA:  1.3190736418
STD_RMSE:  0.0223088794421
CV_RMSE:  0.0200795338317
AVG_MAE:  1.20162489523
AVG_MAE_PER_AREA:  1.08154548055
STD_MAE:  0.0150305620309
CV_MAE:  0.013528544972



ITERATION 4395 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.5015165333
AVG_RMSE_PER_AREA:  4.55360680027
STD_RMSE:  30.9265340493
CV_RMSE:  2.40724145459
AVG_MAE:  20.6157494399
AVG_MAE_PER_AREA:  1.60467663755
STD_MAE:  3.24195255884
CV_MAE:  0.25234520561



ITERATION 4396 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47069120022
AVG_RMSE_PER_AREA:  1.32372375705
STD_RMSE:  0.0773035866158
CV_RMSE:  0.0695785723702
AVG_MAE:  1.21359383664
AVG_MAE_PER_AREA:  1.0923183553
STD_MAE:  0.0777563762227
CV_MAE:  0.0699861143202



ITERATION 4397 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.3137557154
AVG_RMSE_PER_AREA:  4.22764232502
STD_RMSE:  37.2348863675
CV_RMSE:  2.89826728977
AVG_MAE:  20.0165016213
AVG_MAE_PER_AREA:  1.55803273661
STD_MAE:  5.40344396057
CV_MAE:  0.420590108116



ITERATION 4398 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4665154182
AVG_RMSE_PER_AREA:  1.31996526454
STD_RMSE:  0.0954706016711
CV_RMSE:  0.0859301419042
AVG_MAE:  1.20829755879
AVG_MAE_PER_AREA:  1.08755133907
STD_MAE:  0.0790043685567
CV_MAE:  0.0711093937013



ITERATION 4399 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.5640006135
AVG_RMSE_PER_AREA:  4.16928332626
STD_RMSE:  37.5482111594
CV_RMSE:  2.92265568152
AVG_MAE:  19.6595769929
AVG_MAE_PER_AREA:  1.53025064631
STD_MAE:  5.38791249066
CV_MAE:  0.419381178653



ITERATION 4400 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45963292894
AVG_RMSE_PER_AREA:  1.31377054838
STD_RMSE:  0.0989871760158
CV_RMSE:  0.0890953019343
AVG_MAE:  1.19841736213
AVG_MAE_PER_AREA:  1.07865847901
STD_MAE:  0.068816154019
CV_MAE:  0.0619392962508



ITERATION 4401 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.8876172168
AVG_RMSE_PER_AREA:  3.96096056204
STD_RMSE:  41.147298146
CV_RMSE:  3.20279930767
AVG_MAE:  19.4099508064
AVG_MAE_PER_AREA:  1.51082038932
STD_MAE:  6.95668686208
CV_MAE:  0.541490519899



ITERATION 4402 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4588739077
AVG_RMSE_PER_AREA:  1.31308737679
STD_RMSE:  0.135458626422
CV_RMSE:  0.121922128769
AVG_MAE:  1.20112627032
AVG_MAE_PER_AREA:  1.08109668366
STD_MAE:  0.0824787956764
CV_MAE:  0.0742366183149



ITERATION 4403 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.20440875
AVG_RMSE_PER_AREA:  3.90778138131
STD_RMSE:  42.1785939859
CV_RMSE:  3.28307270959
AVG_MAE:  19.517311412
AVG_MAE_PER_AREA:  1.5191770613
STD_MAE:  7.75968219442
CV_MAE:  0.603993600548



ITERATION 4404 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46042837526
AVG_RMSE_PER_AREA:  1.31448650506
STD_RMSE:  0.13823996317
CV_RMSE:  0.124425524131
AVG_MAE:  1.2050059734
AVG_MAE_PER_AREA:  1.08458868466
STD_MAE:  0.0896046008705
CV_MAE:  0.0806503356352



ITERATION 4405 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.9518739374
AVG_RMSE_PER_AREA:  3.73244989508
STD_RMSE:  44.3777622377
CV_RMSE:  3.45425028069
AVG_MAE:  19.6435023486
AVG_MAE_PER_AREA:  1.52899943756
STD_MAE:  9.04995598996
CV_MAE:  0.704425176987



ITERATION 4406 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45915815185
AVG_RMSE_PER_AREA:  1.31334321617
STD_RMSE:  0.163657581974
CV_RMSE:  0.147303138312
AVG_MAE:  1.20223128378
AVG_MAE_PER_AREA:  1.08209127217
STD_MAE:  0.0959439739353
CV_MAE:  0.0863562096688



ITERATION 4407 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.426806277
AVG_RMSE_PER_AREA:  3.53590515658
STD_RMSE:  47.3387782054
CV_RMSE:  3.68472810837
AVG_MAE:  19.5678928089
AVG_MAE_PER_AREA:  1.52311418647
STD_MAE:  11.0998780897
CV_MAE:  0.863985813472



ITERATION 4408 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44667998846
AVG_RMSE_PER_AREA:  1.30211200644
STD_RMSE:  0.218403269627
CV_RMSE:  0.196578042066
AVG_MAE:  1.19895476157
AVG_MAE_PER_AREA:  1.07914217566
STD_MAE:  0.15325527652
CV_MAE:  0.137940344236



ITERATION 4409 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.4716572716
AVG_RMSE_PER_AREA:  3.30588399808
STD_RMSE:  49.1732395261
CV_RMSE:  3.82751783485
AVG_MAE:  19.2766171163
AVG_MAE_PER_AREA:  1.5004420396
STD_MAE:  12.6450365836
CV_MAE:  0.984256955865



ITERATION 4410 OF 6498
HP:  13
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44722042124
AVG_RMSE_PER_AREA:  1.30259843331
STD_RMSE:  0.256534570478
CV_RMSE:  0.230898849055
AVG_MAE:  1.20675433478
AVG_MAE_PER_AREA:  1.08616233077
STD_MAE:  0.169397749673
CV_MAE:  0.15246968609



ITERATION 4411 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.9415510706
AVG_RMSE_PER_AREA:  4.35434570705
STD_RMSE:  31.292341603
CV_RMSE:  2.43571496883
AVG_MAE:  19.7688425088
AVG_MAE_PER_AREA:  1.53875559158
STD_MAE:  3.46189322906
CV_MAE:  0.269464818757



ITERATION 4412 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45290665179
AVG_RMSE_PER_AREA:  1.30771643393
STD_RMSE:  0.0183571915765
CV_RMSE:  0.016522741551
AVG_MAE:  1.18219589387
AVG_MAE_PER_AREA:  1.0640580361
STD_MAE:  0.0190863289018
CV_MAE:  0.017179015553



ITERATION 4413 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.9924696272
AVG_RMSE_PER_AREA:  4.51398390516
STD_RMSE:  32.3431554497
CV_RMSE:  2.51750760194
AVG_MAE:  20.6919825358
AVG_MAE_PER_AREA:  1.61061042464
STD_MAE:  4.76887111025
CV_MAE:  0.371196598038



ITERATION 4414 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47708997815
AVG_RMSE_PER_AREA:  1.32948309957
STD_RMSE:  0.0946631053506
CV_RMSE:  0.0852033393891
AVG_MAE:  1.20136643654
AVG_MAE_PER_AREA:  1.08131284986
STD_MAE:  0.0938943578901
CV_MAE:  0.084511413527



ITERATION 4415 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.7924795909
AVG_RMSE_PER_AREA:  4.18706753917
STD_RMSE:  38.3757028383
CV_RMSE:  2.98706549445
AVG_MAE:  19.9785506386
AVG_MAE_PER_AREA:  1.55507873023
STD_MAE:  6.51192319966
CV_MAE:  0.506871266285



ITERATION 4416 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46379083863
AVG_RMSE_PER_AREA:  1.31751295456
STD_RMSE:  0.0941195134007
CV_RMSE:  0.0847140690528
AVG_MAE:  1.18072635821
AVG_MAE_PER_AREA:  1.06273535241
STD_MAE:  0.0714653068439
CV_MAE:  0.0643237169435



ITERATION 4417 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.7796262145
AVG_RMSE_PER_AREA:  4.18606706558
STD_RMSE:  37.9743653249
CV_RMSE:  2.95582642
AVG_MAE:  20.5673782969
AVG_MAE_PER_AREA:  1.60091155283
STD_MAE:  6.72582081355
CV_MAE:  0.52352050355



ITERATION 4418 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46471381807
AVG_RMSE_PER_AREA:  1.31834369987
STD_RMSE:  0.110962705003
CV_RMSE:  0.0998741059562
AVG_MAE:  1.18757825506
AVG_MAE_PER_AREA:  1.06890253327
STD_MAE:  0.0905837115749
CV_MAE:  0.0815316029604



ITERATION 4419 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.4406815524
AVG_RMSE_PER_AREA:  4.00400966006
STD_RMSE:  41.584596121
CV_RMSE:  3.23683745147
AVG_MAE:  20.1753102738
AVG_MAE_PER_AREA:  1.57039399155
STD_MAE:  7.77430737739
CV_MAE:  0.605131986978



ITERATION 4420 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4582857372
AVG_RMSE_PER_AREA:  1.31255798268
STD_RMSE:  0.1419643325
CV_RMSE:  0.127777714013
AVG_MAE:  1.18265532018
AVG_MAE_PER_AREA:  1.06447155153
STD_MAE:  0.0985008423919
CV_MAE:  0.0886575680499



ITERATION 4421 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.7827142776
AVG_RMSE_PER_AREA:  3.87495777381
STD_RMSE:  42.9491702952
CV_RMSE:  3.3430523773
AVG_MAE:  20.1562981699
AVG_MAE_PER_AREA:  1.56891413853
STD_MAE:  9.48592413275
CV_MAE:  0.738359810094



ITERATION 4422 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46137344067
AVG_RMSE_PER_AREA:  1.31533712927
STD_RMSE:  0.157266498847
CV_RMSE:  0.141550721648
AVG_MAE:  1.18410389947
AVG_MAE_PER_AREA:  1.06577537304
STD_MAE:  0.119515494876
CV_MAE:  0.107572208142



ITERATION 4423 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.2183856645
AVG_RMSE_PER_AREA:  3.67535706424
STD_RMSE:  45.209623166
CV_RMSE:  3.51900018471
AVG_MAE:  20.1194786468
AVG_MAE_PER_AREA:  1.56604820205
STD_MAE:  11.1338010456
CV_MAE:  0.866626288658



ITERATION 4424 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44958999043
AVG_RMSE_PER_AREA:  1.3047312094
STD_RMSE:  0.207733090573
CV_RMSE:  0.18697414323
AVG_MAE:  1.18124378244
AVG_MAE_PER_AREA:  1.06320106998
STD_MAE:  0.153319400076
CV_MAE:  0.13799805987



ITERATION 4425 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.0395727666
AVG_RMSE_PER_AREA:  3.50576390126
STD_RMSE:  47.9716511798
CV_RMSE:  3.7339893045
AVG_MAE:  20.2584054688
AVG_MAE_PER_AREA:  1.5768619067
STD_MAE:  12.7952752044
CV_MAE:  0.99595114169



ITERATION 4426 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43474758865
AVG_RMSE_PER_AREA:  1.29137202166
STD_RMSE:  0.249976830701
CV_RMSE:  0.224996429884
AVG_MAE:  1.17550812741
AVG_MAE_PER_AREA:  1.05803858392
STD_MAE:  0.188920621763
CV_MAE:  0.170041620694



ITERATION 4427 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.3830701502
AVG_RMSE_PER_AREA:  3.37682602023
STD_RMSE:  48.7162528943
CV_RMSE:  3.7919471769
AVG_MAE:  19.9669060901
AVG_MAE_PER_AREA:  1.55417234869
STD_MAE:  12.5282747256
CV_MAE:  0.97516851471



ITERATION 4428 OF 6498
HP:  13
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43605832473
AVG_RMSE_PER_AREA:  1.29255177475
STD_RMSE:  0.27640335108
CV_RMSE:  0.248782125234
AVG_MAE:  1.17986866032
AVG_MAE_PER_AREA:  1.061963365
STD_MAE:  0.184932328822
CV_MAE:  0.166451881314



ITERATION 4429 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.3050098719
AVG_RMSE_PER_AREA:  4.38263640047
STD_RMSE:  31.705198774
CV_RMSE:  2.46785070365
AVG_MAE:  19.7925824053
AVG_MAE_PER_AREA:  1.54060344374
STD_MAE:  3.46063277208
CV_MAE:  0.269366708045



ITERATION 4430 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45706733553
AVG_RMSE_PER_AREA:  1.31146133694
STD_RMSE:  0.0168595658164
CV_RMSE:  0.015174774828
AVG_MAE:  1.18418316992
AVG_MAE_PER_AREA:  1.06584672193
STD_MAE:  0.0202219900792
CV_MAE:  0.018201189127



ITERATION 4431 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.9395766558
AVG_RMSE_PER_AREA:  4.50986685301
STD_RMSE:  32.3811781521
CV_RMSE:  2.5204671908
AVG_MAE:  20.6320937985
AVG_MAE_PER_AREA:  1.60594884016
STD_MAE:  4.82266313793
CV_MAE:  0.375383630402



ITERATION 4432 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4735125989
AVG_RMSE_PER_AREA:  1.32626321092
STD_RMSE:  0.093066308964
CV_RMSE:  0.083766112246
AVG_MAE:  1.19754799579
AVG_MAE_PER_AREA:  1.07787598919
STD_MAE:  0.0942188791915
CV_MAE:  0.0848035051341



ITERATION 4433 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.7793526838
AVG_RMSE_PER_AREA:  4.18604577465
STD_RMSE:  38.3814621719
CV_RMSE:  2.98751378608
AVG_MAE:  19.9432334178
AVG_MAE_PER_AREA:  1.55232972908
STD_MAE:  6.50209156054
CV_MAE:  0.506105996913



ITERATION 4434 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46412702358
AVG_RMSE_PER_AREA:  1.31781554426
STD_RMSE:  0.0939185804497
CV_RMSE:  0.0845332155052
AVG_MAE:  1.18061764862
AVG_MAE_PER_AREA:  1.06263750625
STD_MAE:  0.073768235288
CV_MAE:  0.0663965117572



ITERATION 4435 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.7619053655
AVG_RMSE_PER_AREA:  4.1846877205
STD_RMSE:  37.9976358113
CV_RMSE:  2.9576377345
AVG_MAE:  20.5829499072
AVG_MAE_PER_AREA:  1.60212360672
STD_MAE:  6.79747933557
CV_MAE:  0.529098217642



ITERATION 4436 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46170098048
AVG_RMSE_PER_AREA:  1.31563193774
STD_RMSE:  0.11658853393
CV_RMSE:  0.104937740935
AVG_MAE:  1.18702222558
AVG_MAE_PER_AREA:  1.0684020683
STD_MAE:  0.0980409029658
CV_MAE:  0.0882435907683



ITERATION 4437 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.5209652003
AVG_RMSE_PER_AREA:  4.01025873165
STD_RMSE:  41.5779025551
CV_RMSE:  3.23631644161
AVG_MAE:  20.265862165
AVG_MAE_PER_AREA:  1.57744231665
STD_MAE:  7.76343056259
CV_MAE:  0.604285363835



ITERATION 4438 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46262213888
AVG_RMSE_PER_AREA:  1.31646104399
STD_RMSE:  0.14050676385
CV_RMSE:  0.126465801459
AVG_MAE:  1.18675748065
AVG_MAE_PER_AREA:  1.06816377956
STD_MAE:  0.0979281693625
CV_MAE:  0.0881421227315



ITERATION 4439 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.8508473332
AVG_RMSE_PER_AREA:  3.88026107471
STD_RMSE:  42.9319303593
CV_RMSE:  3.34171046526
AVG_MAE:  20.2128954025
AVG_MAE_PER_AREA:  1.57331952079
STD_MAE:  9.46654161114
CV_MAE:  0.736851124722



ITERATION 4440 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46333621559
AVG_RMSE_PER_AREA:  1.3171037624
STD_RMSE:  0.154216318817
CV_RMSE:  0.138805348745
AVG_MAE:  1.18820817351
AVG_MAE_PER_AREA:  1.06946950343
STD_MAE:  0.118671503344
CV_MAE:  0.106812557414



ITERATION 4441 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.2555194169
AVG_RMSE_PER_AREA:  3.67824745952
STD_RMSE:  45.2157971883
CV_RMSE:  3.51948075464
AVG_MAE:  20.1204559362
AVG_MAE_PER_AREA:  1.56612427173
STD_MAE:  11.1528804505
CV_MAE:  0.868111380209



ITERATION 4442 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44849468008
AVG_RMSE_PER_AREA:  1.30374535436
STD_RMSE:  0.205104755499
CV_RMSE:  0.184608459953
AVG_MAE:  1.18037933527
AVG_MAE_PER_AREA:  1.06242300777
STD_MAE:  0.150964243948
CV_MAE:  0.135878256529



ITERATION 4443 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.0922338868
AVG_RMSE_PER_AREA:  3.5098629067
STD_RMSE:  47.9702852685
CV_RMSE:  3.7338829855
AVG_MAE:  20.3165615963
AVG_MAE_PER_AREA:  1.58138862931
STD_MAE:  12.7771844607
CV_MAE:  0.994543004973



ITERATION 4444 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43710396281
AVG_RMSE_PER_AREA:  1.29349292132
STD_RMSE:  0.248626988373
CV_RMSE:  0.223781478467
AVG_MAE:  1.17831976596
AVG_MAE_PER_AREA:  1.06056925299
STD_MAE:  0.18963513194
CV_MAE:  0.170684729251



ITERATION 4445 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.5122744857
AVG_RMSE_PER_AREA:  3.38688295167
STD_RMSE:  48.6453123725
CV_RMSE:  3.7864253501
AVG_MAE:  19.9962191495
AVG_MAE_PER_AREA:  1.55645400144
STD_MAE:  12.4048767708
CV_MAE:  0.965563536936



ITERATION 4446 OF 6498
HP:  13
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43514841581
AVG_RMSE_PER_AREA:  1.29173279382
STD_RMSE:  0.275256872842
CV_RMSE:  0.247750215558
AVG_MAE:  1.17988497121
AVG_MAE_PER_AREA:  1.06197804593
STD_MAE:  0.185723743039
CV_MAE:  0.167164208824



ITERATION 4447 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.1750264616
AVG_RMSE_PER_AREA:  4.52819365717
STD_RMSE:  31.387366798
CV_RMSE:  2.44311148434
AVG_MAE:  21.7045218091
AVG_MAE_PER_AREA:  1.68942386392
STD_MAE:  3.43305337956
CV_MAE:  0.267219999433



ITERATION 4448 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.48900066867
AVG_RMSE_PER_AREA:  1.34020354449
STD_RMSE:  0.0219182020505
CV_RMSE:  0.0197278971696
AVG_MAE:  1.22796412112
AVG_MAE_PER_AREA:  1.10525260482
STD_MAE:  0.00821594463893
CV_MAE:  0.00739491818782



ITERATION 4449 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  60.0078979412
AVG_RMSE_PER_AREA:  4.67085963454
STD_RMSE:  30.4711371053
CV_RMSE:  2.37179453383
AVG_MAE:  22.0130824976
AVG_MAE_PER_AREA:  1.71344143017
STD_MAE:  4.52758258223
CV_MAE:  0.352415322832



ITERATION 4450 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4809896772
AVG_RMSE_PER_AREA:  1.33299309832
STD_RMSE:  0.0704409586822
CV_RMSE:  0.0634017327793
AVG_MAE:  1.22473730968
AVG_MAE_PER_AREA:  1.10234825144
STD_MAE:  0.0757672717052
CV_MAE:  0.0681957827369



ITERATION 4451 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.6678571535
AVG_RMSE_PER_AREA:  4.48871690944
STD_RMSE:  35.7053253148
CV_RMSE:  2.77921021187
AVG_MAE:  22.3158680458
AVG_MAE_PER_AREA:  1.73700947444
STD_MAE:  5.4485709195
CV_MAE:  0.424102673931



ITERATION 4452 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48771599092
AVG_RMSE_PER_AREA:  1.3390472457
STD_RMSE:  0.0798337072629
CV_RMSE:  0.0718558558735
AVG_MAE:  1.23126769143
AVG_MAE_PER_AREA:  1.1082260465
STD_MAE:  0.0647466487706
CV_MAE:  0.0582764601803



ITERATION 4453 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.4636638291
AVG_RMSE_PER_AREA:  4.23931078502
STD_RMSE:  37.2067221392
CV_RMSE:  2.89607505905
AVG_MAE:  21.395365233
AVG_MAE_PER_AREA:  1.66535991531
STD_MAE:  5.7093778023
CV_MAE:  0.444403207412



ITERATION 4454 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.46033553513
AVG_RMSE_PER_AREA:  1.31440294253
STD_RMSE:  0.0976640281393
CV_RMSE:  0.0879043773691
AVG_MAE:  1.20780533658
AVG_MAE_PER_AREA:  1.08710830506
STD_MAE:  0.0973489042567
CV_MAE:  0.0876207440885



ITERATION 4455 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.9337544004
AVG_RMSE_PER_AREA:  4.19806400509
STD_RMSE:  39.9612992674
CV_RMSE:  3.11048422117
AVG_MAE:  21.8152090067
AVG_MAE_PER_AREA:  1.69803946921
STD_MAE:  7.04867478886
CV_MAE:  0.548650622299



ITERATION 4456 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.47229066204
AVG_RMSE_PER_AREA:  1.32516338327
STD_RMSE:  0.140680876024
CV_RMSE:  0.126622514453
AVG_MAE:  1.22041852919
AVG_MAE_PER_AREA:  1.09846105042
STD_MAE:  0.115263422524
CV_MAE:  0.103745049057



ITERATION 4457 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.5343770934
AVG_RMSE_PER_AREA:  4.01130267873
STD_RMSE:  41.919335481
CV_RMSE:  3.26289269784
AVG_MAE:  21.5880132633
AVG_MAE_PER_AREA:  1.68035513993
STD_MAE:  8.70674249054
CV_MAE:  0.677710325519



ITERATION 4458 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.48106546356
AVG_RMSE_PER_AREA:  1.33306131129
STD_RMSE:  0.162300989174
CV_RMSE:  0.146082111004
AVG_MAE:  1.23615920224
AVG_MAE_PER_AREA:  1.1126287444
STD_MAE:  0.123733262423
CV_MAE:  0.111368490532



ITERATION 4459 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.842900583
AVG_RMSE_PER_AREA:  3.87964252022
STD_RMSE:  43.2871993509
CV_RMSE:  3.36936368507
AVG_MAE:  21.5200829532
AVG_MAE_PER_AREA:  1.67506762021
STD_MAE:  9.1912224428
CV_MAE:  0.715420992454



ITERATION 4460 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.46743155189
AVG_RMSE_PER_AREA:  1.3207898482
STD_RMSE:  0.171337774843
CV_RMSE:  0.154215842868
AVG_MAE:  1.22277346286
AVG_MAE_PER_AREA:  1.10058065353
STD_MAE:  0.134337848023
CV_MAE:  0.120913350724



ITERATION 4461 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.8365298316
AVG_RMSE_PER_AREA:  3.64563439344
STD_RMSE:  46.4718089706
CV_RMSE:  3.61724546455
AVG_MAE:  20.8426963241
AVG_MAE_PER_AREA:  1.62234159628
STD_MAE:  11.0086695166
CV_MAE:  0.856886373947



ITERATION 4462 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44422223343
AVG_RMSE_PER_AREA:  1.299899857
STD_RMSE:  0.21328660598
CV_RMSE:  0.191972691041
AVG_MAE:  1.20452247604
AVG_MAE_PER_AREA:  1.0841535036
STD_MAE:  0.163282233226
CV_MAE:  0.146965298489



ITERATION 4463 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.210439924
AVG_RMSE_PER_AREA:  3.51906375904
STD_RMSE:  47.7211859512
CV_RMSE:  3.71449373865
AVG_MAE:  21.1088037341
AVG_MAE_PER_AREA:  1.64305470909
STD_MAE:  12.1315934012
CV_MAE:  0.944291865977



ITERATION 4464 OF 6498
HP:  14
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45912861873
AVG_RMSE_PER_AREA:  1.31331663433
STD_RMSE:  0.246863182702
CV_RMSE:  0.222193931422
AVG_MAE:  1.21805166695
AVG_MAE_PER_AREA:  1.09633071077
STD_MAE:  0.173024544565
CV_MAE:  0.155734052233



ITERATION 4465 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.5265087875
AVG_RMSE_PER_AREA:  4.39987730342
STD_RMSE:  31.5868103896
CV_RMSE:  2.45863565788
AVG_MAE:  19.7089460949
AVG_MAE_PER_AREA:  1.53409340957
STD_MAE:  2.76093138393
CV_MAE:  0.214903760961



ITERATION 4466 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43940685133
AVG_RMSE_PER_AREA:  1.2955656802
STD_RMSE:  0.0243059961168
CV_RMSE:  0.0218770769104
AVG_MAE:  1.19060876965
AVG_MAE_PER_AREA:  1.07163020593
STD_MAE:  0.0259330208321
CV_MAE:  0.0233415116392



ITERATION 4467 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.8177256828
AVG_RMSE_PER_AREA:  4.57821970296
STD_RMSE:  31.6188524926
CV_RMSE:  2.46112973234
AVG_MAE:  21.2332835672
AVG_MAE_PER_AREA:  1.65274389747
STD_MAE:  4.52291900364
CV_MAE:  0.352052321931



ITERATION 4468 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45801122096
AVG_RMSE_PER_AREA:  1.31231089908
STD_RMSE:  0.0568503334435
CV_RMSE:  0.0511692304709
AVG_MAE:  1.20726384339
AVG_MAE_PER_AREA:  1.08662092374
STD_MAE:  0.0449047698371
CV_MAE:  0.0404173973635



ITERATION 4469 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.3013131972
AVG_RMSE_PER_AREA:  4.38234866087
STD_RMSE:  36.8327232277
CV_RMSE:  2.8669639507
AVG_MAE:  21.4315517684
AVG_MAE_PER_AREA:  1.66817658167
STD_MAE:  5.70890916459
CV_MAE:  0.444366729864



ITERATION 4470 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46493487001
AVG_RMSE_PER_AREA:  1.3185426619
STD_RMSE:  0.0746311535848
CV_RMSE:  0.0671731978825
AVG_MAE:  1.2035429282
AVG_MAE_PER_AREA:  1.08327184282
STD_MAE:  0.0603356824759
CV_MAE:  0.0543062855611



ITERATION 4471 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.7503303148
AVG_RMSE_PER_AREA:  4.18378674848
STD_RMSE:  37.8835188803
CV_RMSE:  2.94875516762
AVG_MAE:  20.6648483277
AVG_MAE_PER_AREA:  1.60849836804
STD_MAE:  6.06073806644
CV_MAE:  0.471752181984



ITERATION 4472 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45330493967
AVG_RMSE_PER_AREA:  1.30807492055
STD_RMSE:  0.0973979700798
CV_RMSE:  0.0876649067214
AVG_MAE:  1.19456941536
AVG_MAE_PER_AREA:  1.07519506088
STD_MAE:  0.0928979139178
CV_MAE:  0.0836145450623



ITERATION 4473 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.5515546832
AVG_RMSE_PER_AREA:  4.09047715257
STD_RMSE:  40.653262424
CV_RMSE:  3.16434484432
AVG_MAE:  20.7067212077
AVG_MAE_PER_AREA:  1.61175764476
STD_MAE:  7.62236116457
CV_MAE:  0.593304886606



ITERATION 4474 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44349789148
AVG_RMSE_PER_AREA:  1.29924789916
STD_RMSE:  0.11496696064
CV_RMSE:  0.103478212865
AVG_MAE:  1.18944143707
AVG_MAE_PER_AREA:  1.0705795259
STD_MAE:  0.0857359867459
CV_MAE:  0.0771683154648



ITERATION 4475 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.9476228699
AVG_RMSE_PER_AREA:  3.96563124694
STD_RMSE:  41.6133910283
CV_RMSE:  3.23907877261
AVG_MAE:  20.3340011053
AVG_MAE_PER_AREA:  1.5827460756
STD_MAE:  8.02061619609
CV_MAE:  0.624304028633



ITERATION 4476 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43570626714
AVG_RMSE_PER_AREA:  1.29223489858
STD_RMSE:  0.147683970541
CV_RMSE:  0.132925783681
AVG_MAE:  1.18576241623
AVG_MAE_PER_AREA:  1.06726815279
STD_MAE:  0.110916457841
CV_MAE:  0.0998324803132



ITERATION 4477 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.3773350874
AVG_RMSE_PER_AREA:  3.84340410569
STD_RMSE:  43.4597296496
CV_RMSE:  3.38279299747
AVG_MAE:  21.2398907963
AVG_MAE_PER_AREA:  1.65325818711
STD_MAE:  9.89905043717
CV_MAE:  0.770516493555



ITERATION 4478 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43514638332
AVG_RMSE_PER_AREA:  1.29173096444
STD_RMSE:  0.187144393059
CV_RMSE:  0.16844289206
AVG_MAE:  1.19399610128
AVG_MAE_PER_AREA:  1.07467903858
STD_MAE:  0.139766522663
CV_MAE:  0.125799533214



ITERATION 4479 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.9079310179
AVG_RMSE_PER_AREA:  3.57335466253
STD_RMSE:  46.6669556782
CV_RMSE:  3.63243517975
AVG_MAE:  20.3153446115
AVG_MAE_PER_AREA:  1.58129390236
STD_MAE:  11.3816064479
CV_MAE:  0.885914820513



ITERATION 4480 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42940921396
AVG_RMSE_PER_AREA:  1.28656711537
STD_RMSE:  0.225990528097
CV_RMSE:  0.203407099237
AVG_MAE:  1.19055119746
AVG_MAE_PER_AREA:  1.07157838697
STD_MAE:  0.168957747726
CV_MAE:  0.152073653918



ITERATION 4481 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.2798147258
AVG_RMSE_PER_AREA:  3.4466262996
STD_RMSE:  48.15421887
CV_RMSE:  3.7481999015
AVG_MAE:  20.4511331107
AVG_MAE_PER_AREA:  1.59186332808
STD_MAE:  12.4351501504
CV_MAE:  0.967919938539



ITERATION 4482 OF 6498
HP:  14
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42794001999
AVG_RMSE_PER_AREA:  1.28524473923
STD_RMSE:  0.258125423868
CV_RMSE:  0.232330727091
AVG_MAE:  1.19017645155
AVG_MAE_PER_AREA:  1.07124108974
STD_MAE:  0.177197347177
CV_MAE:  0.159489863073



ITERATION 4483 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.3358930284
AVG_RMSE_PER_AREA:  4.38504026553
STD_RMSE:  31.670210468
CV_RMSE:  2.46512730437
AVG_MAE:  19.3862077196
AVG_MAE_PER_AREA:  1.50897228883
STD_MAE:  2.75363700472
CV_MAE:  0.214335985342



ITERATION 4484 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45272518758
AVG_RMSE_PER_AREA:  1.30755310359
STD_RMSE:  0.0415571853122
CV_RMSE:  0.0374043398544
AVG_MAE:  1.19660979619
AVG_MAE_PER_AREA:  1.07703154469
STD_MAE:  0.0283736773647
CV_MAE:  0.0255382712543



ITERATION 4485 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.0209031088
AVG_RMSE_PER_AREA:  4.51619709386
STD_RMSE:  30.4850162389
CV_RMSE:  2.37287484971
AVG_MAE:  19.7266877334
AVG_MAE_PER_AREA:  1.53547437285
STD_MAE:  3.10519650922
CV_MAE:  0.241700468269



ITERATION 4486 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4671709527
AVG_RMSE_PER_AREA:  1.32055529092
STD_RMSE:  0.0582280928093
CV_RMSE:  0.052409309152
AVG_MAE:  1.21493923891
AVG_MAE_PER_AREA:  1.09352931036
STD_MAE:  0.0553253565834
CV_MAE:  0.0497966458668



ITERATION 4487 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.846130882
AVG_RMSE_PER_AREA:  4.19124361695
STD_RMSE:  36.7455874726
CV_RMSE:  2.86018152879
AVG_MAE:  19.1880614323
AVG_MAE_PER_AREA:  1.4935490941
STD_MAE:  5.18988670414
CV_MAE:  0.403967363395



ITERATION 4488 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45187590743
AVG_RMSE_PER_AREA:  1.30678869274
STD_RMSE:  0.0985966369386
CV_RMSE:  0.0887437897647
AVG_MAE:  1.20172886112
AVG_MAE_PER_AREA:  1.08163905704
STD_MAE:  0.0766390645078
CV_MAE:  0.068980456531



ITERATION 4489 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.4878835018
AVG_RMSE_PER_AREA:  4.00768373777
STD_RMSE:  37.8968137393
CV_RMSE:  2.94979000508
AVG_MAE:  18.8007489749
AVG_MAE_PER_AREA:  1.46340169376
STD_MAE:  5.20274194454
CV_MAE:  0.404967982073



ITERATION 4490 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4516579254
AVG_RMSE_PER_AREA:  1.30659249384
STD_RMSE:  0.121440114235
CV_RMSE:  0.109304498625
AVG_MAE:  1.20077256586
AVG_MAE_PER_AREA:  1.08077832519
STD_MAE:  0.0794580968701
CV_MAE:  0.071517780552



ITERATION 4491 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.2511107892
AVG_RMSE_PER_AREA:  3.9114165473
STD_RMSE:  40.9663713209
CV_RMSE:  3.18871643136
AVG_MAE:  19.01692103
AVG_MAE_PER_AREA:  1.48022796764
STD_MAE:  6.65027992275
CV_MAE:  0.51764059591



ITERATION 4492 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44883019846
AVG_RMSE_PER_AREA:  1.3040473441
STD_RMSE:  0.137230919694
CV_RMSE:  0.123517315242
AVG_MAE:  1.20024643983
AVG_MAE_PER_AREA:  1.08030477539
STD_MAE:  0.0824375051813
CV_MAE:  0.0741994540148



ITERATION 4493 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.9798369754
AVG_RMSE_PER_AREA:  3.73462646566
STD_RMSE:  42.4064856289
CV_RMSE:  3.3008112059
AVG_MAE:  18.7347692733
AVG_MAE_PER_AREA:  1.45826600436
STD_MAE:  7.7394588211
CV_MAE:  0.602419465452



ITERATION 4494 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45228210197
AVG_RMSE_PER_AREA:  1.3071542959
STD_RMSE:  0.150795483395
CV_RMSE:  0.135726360365
AVG_MAE:  1.20203571651
AVG_MAE_PER_AREA:  1.0819152481
STD_MAE:  0.100669356861
CV_MAE:  0.0906093809932



ITERATION 4495 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.6130701556
AVG_RMSE_PER_AREA:  3.55040345532
STD_RMSE:  44.5479661918
CV_RMSE:  3.46749851645
AVG_MAE:  18.7388606242
AVG_MAE_PER_AREA:  1.45858446455
STD_MAE:  8.88404489375
CV_MAE:  0.691511086196



ITERATION 4496 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44463026784
AVG_RMSE_PER_AREA:  1.30026711618
STD_RMSE:  0.179848655314
CV_RMSE:  0.161876223695
AVG_MAE:  1.20078795029
AVG_MAE_PER_AREA:  1.08079217224
STD_MAE:  0.108159730877
CV_MAE:  0.0973512354578



ITERATION 4497 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  42.8984196551
AVG_RMSE_PER_AREA:  3.33910207868
STD_RMSE:  47.309842876
CV_RMSE:  3.68247585714
AVG_MAE:  18.5547379858
AVG_MAE_PER_AREA:  1.44425283439
STD_MAE:  10.7314427564
CV_MAE:  0.835307759658



ITERATION 4498 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43505254943
AVG_RMSE_PER_AREA:  1.29164650745
STD_RMSE:  0.229217497208
CV_RMSE:  0.206311594535
AVG_MAE:  1.19672736505
AVG_MAE_PER_AREA:  1.0771373648
STD_MAE:  0.155163630871
CV_MAE:  0.139657995087



ITERATION 4499 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.6066002032
AVG_RMSE_PER_AREA:  3.23855019234
STD_RMSE:  48.1975595197
CV_RMSE:  3.75157342562
AVG_MAE:  18.6415341983
AVG_MAE_PER_AREA:  1.45100882717
STD_MAE:  11.4415258878
CV_MAE:  0.890578794796



ITERATION 4500 OF 6498
HP:  14
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42776251357
AVG_RMSE_PER_AREA:  1.28508497117
STD_RMSE:  0.264749253416
CV_RMSE:  0.238292631625
AVG_MAE:  1.19372500299
AVG_MAE_PER_AREA:  1.07443503137
STD_MAE:  0.177805937767
CV_MAE:  0.160037636678



ITERATION 4501 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.6183768211
AVG_RMSE_PER_AREA:  4.32919065898
STD_RMSE:  32.9618203565
CV_RMSE:  2.56566287883
AVG_MAE:  18.5214709238
AVG_MAE_PER_AREA:  1.44166341229
STD_MAE:  3.32946973138
CV_MAE:  0.259157316058



ITERATION 4502 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44957664263
AVG_RMSE_PER_AREA:  1.30471919546
STD_RMSE:  0.0576692945688
CV_RMSE:  0.0519063521028
AVG_MAE:  1.1835957215
AVG_MAE_PER_AREA:  1.06531797774
STD_MAE:  0.0431957268444
CV_MAE:  0.0388791405147



ITERATION 4503 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.0881261093
AVG_RMSE_PER_AREA:  4.36575472912
STD_RMSE:  33.0929510655
CV_RMSE:  2.57586975419
AVG_MAE:  18.5285133228
AVG_MAE_PER_AREA:  1.44221157442
STD_MAE:  5.06556044925
CV_MAE:  0.394290129141



ITERATION 4504 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44819314597
AVG_RMSE_PER_AREA:  1.30347395281
STD_RMSE:  0.0880627046939
CV_RMSE:  0.0792625224766
AVG_MAE:  1.18496380891
AVG_MAE_PER_AREA:  1.06654935099
STD_MAE:  0.0772394221519
CV_MAE:  0.0695208199166



ITERATION 4505 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.1695504763
AVG_RMSE_PER_AREA:  4.13858034737
STD_RMSE:  37.8695754232
CV_RMSE:  2.94766984497
AVG_MAE:  18.8375725733
AVG_MAE_PER_AREA:  1.46626794745
STD_MAE:  5.67696674302
CV_MAE:  0.441880414351



ITERATION 4506 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45267497207
AVG_RMSE_PER_AREA:  1.30750790616
STD_RMSE:  0.079863632455
CV_RMSE:  0.0718827906153
AVG_MAE:  1.19287478528
AVG_MAE_PER_AREA:  1.07366977666
STD_MAE:  0.0653245772765
CV_MAE:  0.058796635791



ITERATION 4507 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.2793446246
AVG_RMSE_PER_AREA:  3.99145161071
STD_RMSE:  39.0079385172
CV_RMSE:  3.03627708515
AVG_MAE:  18.8097632731
AVG_MAE_PER_AREA:  1.46410334343
STD_MAE:  6.40765554425
CV_MAE:  0.498755341555



ITERATION 4508 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45325799976
AVG_RMSE_PER_AREA:  1.30803267139
STD_RMSE:  0.115200953439
CV_RMSE:  0.103688822561
AVG_MAE:  1.20102140442
AVG_MAE_PER_AREA:  1.0810022971
STD_MAE:  0.0865370057864
CV_MAE:  0.07788928798



ITERATION 4509 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.2405997028
AVG_RMSE_PER_AREA:  3.91059839151
STD_RMSE:  41.9042157509
CV_RMSE:  3.26171581713
AVG_MAE:  19.042955613
AVG_MAE_PER_AREA:  1.48225443228
STD_MAE:  7.76743849797
CV_MAE:  0.604597331163



ITERATION 4510 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45825007344
AVG_RMSE_PER_AREA:  1.31252588283
STD_RMSE:  0.154381286377
CV_RMSE:  0.138953830954
AVG_MAE:  1.19258861941
AVG_MAE_PER_AREA:  1.07341220759
STD_MAE:  0.110754230295
CV_MAE:  0.0996864643059



ITERATION 4511 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.1177731318
AVG_RMSE_PER_AREA:  3.74536305947
STD_RMSE:  43.1802347462
CV_RMSE:  3.36103783678
AVG_MAE:  18.7958980381
AVG_MAE_PER_AREA:  1.46302410938
STD_MAE:  8.80832546593
CV_MAE:  0.685617281695



ITERATION 4512 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44969688252
AVG_RMSE_PER_AREA:  1.30482741967
STD_RMSE:  0.150994050332
CV_RMSE:  0.135905084336
AVG_MAE:  1.19277543811
AVG_MAE_PER_AREA:  1.07358035733
STD_MAE:  0.107363107028
CV_MAE:  0.0966342189191



ITERATION 4513 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.6400233852
AVG_RMSE_PER_AREA:  3.55250142504
STD_RMSE:  45.1515630826
CV_RMSE:  3.51448093792
AVG_MAE:  18.9456218888
AVG_MAE_PER_AREA:  1.47467822683
STD_MAE:  9.79414579364
CV_MAE:  0.762350987317



ITERATION 4514 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4386003543
AVG_RMSE_PER_AREA:  1.29483977711
STD_RMSE:  0.195060965034
CV_RMSE:  0.175568354152
AVG_MAE:  1.1918200504
AVG_MAE_PER_AREA:  1.07272044234
STD_MAE:  0.140190619421
CV_MAE:  0.126181249616



ITERATION 4515 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.5644303611
AVG_RMSE_PER_AREA:  3.39094263016
STD_RMSE:  47.5086060039
CV_RMSE:  3.69794706514
AVG_MAE:  18.7838115626
AVG_MAE_PER_AREA:  1.46208332938
STD_MAE:  11.6894467661
CV_MAE:  0.909876315003



ITERATION 4516 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4394731163
AVG_RMSE_PER_AREA:  1.29562532325
STD_RMSE:  0.224625782268
CV_RMSE:  0.202178733639
AVG_MAE:  1.20240740808
AVG_MAE_PER_AREA:  1.08224979621
STD_MAE:  0.164070820236
CV_MAE:  0.147675081317



ITERATION 4517 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.3097745299
AVG_RMSE_PER_AREA:  3.21544604933
STD_RMSE:  48.879629401
CV_RMSE:  3.8046639818
AVG_MAE:  18.7994074829
AVG_MAE_PER_AREA:  1.46329727549
STD_MAE:  12.2257208656
CV_MAE:  0.951618504453



ITERATION 4518 OF 6498
HP:  14
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42052585622
AVG_RMSE_PER_AREA:  1.27857147925
STD_RMSE:  0.264479407321
CV_RMSE:  0.238049751484
AVG_MAE:  1.18807521808
AVG_MAE_PER_AREA:  1.06934983436
STD_MAE:  0.174458640898
CV_MAE:  0.15702483808



ITERATION 4519 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.2442889923
AVG_RMSE_PER_AREA:  4.5335848735
STD_RMSE:  31.2351093982
CV_RMSE:  2.43126016198
AVG_MAE:  19.6015237023
AVG_MAE_PER_AREA:  1.52573192826
STD_MAE:  2.46647056196
CV_MAE:  0.191983691862



ITERATION 4520 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42724516057
AVG_RMSE_PER_AREA:  1.28461931771
STD_RMSE:  0.0258713593082
CV_RMSE:  0.0232860120047
AVG_MAE:  1.16288796577
AVG_MAE_PER_AREA:  1.04667956594
STD_MAE:  0.0147500926608
CV_MAE:  0.0132761031485



ITERATION 4521 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.85909823
AVG_RMSE_PER_AREA:  4.50360262041
STD_RMSE:  31.2877264485
CV_RMSE:  2.43535573714
AVG_MAE:  19.5472354236
AVG_MAE_PER_AREA:  1.521506269
STD_MAE:  3.5866396209
CV_MAE:  0.279174755385



ITERATION 4522 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4211399761
AVG_RMSE_PER_AREA:  1.2791242296
STD_RMSE:  0.0890997317307
CV_RMSE:  0.0801959185051
AVG_MAE:  1.16804826727
AVG_MAE_PER_AREA:  1.05132419405
STD_MAE:  0.097044442661
CV_MAE:  0.0873467076033



ITERATION 4523 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.3347322849
AVG_RMSE_PER_AREA:  4.22927508695
STD_RMSE:  37.1711468455
CV_RMSE:  2.89330597016
AVG_MAE:  19.6614205434
AVG_MAE_PER_AREA:  1.53039414352
STD_MAE:  4.73272317307
CV_MAE:  0.368382936063



ITERATION 4524 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.42618652073
AVG_RMSE_PER_AREA:  1.28366646866
STD_RMSE:  0.100566536581
CV_RMSE:  0.0905168356326
AVG_MAE:  1.16711941616
AVG_MAE_PER_AREA:  1.05048816383
STD_MAE:  0.0693477070891
CV_MAE:  0.0624177307631



ITERATION 4525 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.4779794046
AVG_RMSE_PER_AREA:  4.16258765775
STD_RMSE:  37.9090184914
CV_RMSE:  2.95073999142
AVG_MAE:  19.3707102286
AVG_MAE_PER_AREA:  1.5077660042
STD_MAE:  4.98095343594
CV_MAE:  0.387704537964



ITERATION 4526 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4175181632
AVG_RMSE_PER_AREA:  1.2758643476
STD_RMSE:  0.104348187097
CV_RMSE:  0.093920582543
AVG_MAE:  1.15683159096
AVG_MAE_PER_AREA:  1.04122840991
STD_MAE:  0.0879701352774
CV_MAE:  0.0791792036019



ITERATION 4527 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.359996011
AVG_RMSE_PER_AREA:  3.99772930611
STD_RMSE:  41.0679465925
CV_RMSE:  3.1966227879
AVG_MAE:  19.6064107951
AVG_MAE_PER_AREA:  1.52611232693
STD_MAE:  6.88078141464
CV_MAE:  0.535582236112



ITERATION 4528 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42100166592
AVG_RMSE_PER_AREA:  1.27899974087
STD_RMSE:  0.15842589878
CV_RMSE:  0.142594261744
AVG_MAE:  1.1698451595
AVG_MAE_PER_AREA:  1.05294152129
STD_MAE:  0.119608035135
CV_MAE:  0.107655500774



ITERATION 4529 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.3214870194
AVG_RMSE_PER_AREA:  3.91689445111
STD_RMSE:  42.6658588076
CV_RMSE:  3.32100014356
AVG_MAE:  20.0066634429
AVG_MAE_PER_AREA:  1.55726695824
STD_MAE:  7.36631875129
CV_MAE:  0.573375207115



ITERATION 4530 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42343713452
AVG_RMSE_PER_AREA:  1.28119183099
STD_RMSE:  0.161596463653
CV_RMSE:  0.145447989328
AVG_MAE:  1.17298186294
AVG_MAE_PER_AREA:  1.05576477124
STD_MAE:  0.118888029909
CV_MAE:  0.107007446292



ITERATION 4531 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.203500594
AVG_RMSE_PER_AREA:  3.75203586349
STD_RMSE:  44.7649250738
CV_RMSE:  3.48438603491
AVG_MAE:  20.0026905962
AVG_MAE_PER_AREA:  1.55695772213
STD_MAE:  9.55172483084
CV_MAE:  0.743481566315



ITERATION 4532 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41900902755
AVG_RMSE_PER_AREA:  1.27720622858
STD_RMSE:  0.18145835359
CV_RMSE:  0.163325063431
AVG_MAE:  1.15976444105
AVG_MAE_PER_AREA:  1.04386817775
STD_MAE:  0.12580041135
CV_MAE:  0.113229067479



ITERATION 4533 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.4357129377
AVG_RMSE_PER_AREA:  3.53659842802
STD_RMSE:  47.6452873151
CV_RMSE:  3.70858598503
AVG_MAE:  19.7920660779
AVG_MAE_PER_AREA:  1.54056325416
STD_MAE:  10.6276676759
CV_MAE:  0.827230175692



ITERATION 4534 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.40984260106
AVG_RMSE_PER_AREA:  1.26895581101
STD_RMSE:  0.235309341617
CV_RMSE:  0.211794675665
AVG_MAE:  1.16716633504
AVG_MAE_PER_AREA:  1.05053039407
STD_MAE:  0.176706837177
CV_MAE:  0.159048370161



ITERATION 4535 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.4443653259
AVG_RMSE_PER_AREA:  3.38159707823
STD_RMSE:  48.9164633266
CV_RMSE:  3.80753103934
AVG_MAE:  19.788603221
AVG_MAE_PER_AREA:  1.54029371433
STD_MAE:  12.2106852509
CV_MAE:  0.95044817108



ITERATION 4536 OF 6498
HP:  14
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.39953128009
AVG_RMSE_PER_AREA:  1.25967490927
STD_RMSE:  0.275095580794
CV_RMSE:  0.247605041564
AVG_MAE:  1.16227937644
AVG_MAE_PER_AREA:  1.04613179347
STD_MAE:  0.191422265942
CV_MAE:  0.172293273407



ITERATION 4537 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.4267606152
AVG_RMSE_PER_AREA:  4.54778799287
STD_RMSE:  31.2727606937
CV_RMSE:  2.43419084148
AVG_MAE:  20.2400034647
AVG_MAE_PER_AREA:  1.57542954227
STD_MAE:  2.49869251303
CV_MAE:  0.194491765229



ITERATION 4538 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44454839873
AVG_RMSE_PER_AREA:  1.30019342831
STD_RMSE:  0.0659118442787
CV_RMSE:  0.0593252166939
AVG_MAE:  1.18454349554
AVG_MAE_PER_AREA:  1.0661710399
STD_MAE:  0.0219463406932
CV_MAE:  0.0197532238934



ITERATION 4539 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.342123763
AVG_RMSE_PER_AREA:  4.30768783515
STD_RMSE:  32.8638790334
CV_RMSE:  2.55803937945
AVG_MAE:  19.022934386
AVG_MAE_PER_AREA:  1.48069603173
STD_MAE:  4.87639544781
CV_MAE:  0.379566014486



ITERATION 4540 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44974433447
AVG_RMSE_PER_AREA:  1.30487012971
STD_RMSE:  0.09484557562
CV_RMSE:  0.0853675752467
AVG_MAE:  1.18396941178
AVG_MAE_PER_AREA:  1.06565432483
STD_MAE:  0.075463609442
CV_MAE:  0.0679224657062



ITERATION 4541 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.6167566609
AVG_RMSE_PER_AREA:  4.1733897206
STD_RMSE:  37.7797495695
CV_RMSE:  2.94067803275
AVG_MAE:  18.3106384257
AVG_MAE_PER_AREA:  1.42525275571
STD_MAE:  5.39116011314
CV_MAE:  0.41963396519



ITERATION 4542 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44174441178
AVG_RMSE_PER_AREA:  1.29766964621
STD_RMSE:  0.0879274784992
CV_RMSE:  0.0791408095525
AVG_MAE:  1.16786370938
AVG_MAE_PER_AREA:  1.05115807919
STD_MAE:  0.0674692431138
CV_MAE:  0.0607269833169



ITERATION 4543 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.0957707893
AVG_RMSE_PER_AREA:  4.13283752728
STD_RMSE:  37.0195834458
CV_RMSE:  2.88150866698
AVG_MAE:  19.4783381586
AVG_MAE_PER_AREA:  1.51614348402
STD_MAE:  5.7092236207
CV_MAE:  0.444391206315



ITERATION 4544 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44615999924
AVG_RMSE_PER_AREA:  1.3016439802
STD_RMSE:  0.136901799393
CV_RMSE:  0.123221084217
AVG_MAE:  1.17790575711
AVG_MAE_PER_AREA:  1.06019661641
STD_MAE:  0.0978889055798
CV_MAE:  0.0881067826125



ITERATION 4545 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.1892905751
AVG_RMSE_PER_AREA:  3.98444203632
STD_RMSE:  40.8534345564
CV_RMSE:  3.17992572559
AVG_MAE:  18.5218145874
AVG_MAE_PER_AREA:  1.44169016217
STD_MAE:  7.02861527896
CV_MAE:  0.547089241909



ITERATION 4546 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4434551866
AVG_RMSE_PER_AREA:  1.29920946182
STD_RMSE:  0.148688262283
CV_RMSE:  0.13382971568
AVG_MAE:  1.18055762892
AVG_MAE_PER_AREA:  1.06258348438
STD_MAE:  0.105939803096
CV_MAE:  0.0953531469796



ITERATION 4547 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.3236099985
AVG_RMSE_PER_AREA:  3.83922228367
STD_RMSE:  43.0891055553
CV_RMSE:  3.35394457616
AVG_MAE:  18.0070046974
AVG_MAE_PER_AREA:  1.4016186913
STD_MAE:  7.65018376984
CV_MAE:  0.595470526269



ITERATION 4548 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42926724283
AVG_RMSE_PER_AREA:  1.28643933154
STD_RMSE:  0.181809251096
CV_RMSE:  0.163640895445
AVG_MAE:  1.16928990475
AVG_MAE_PER_AREA:  1.05244175363
STD_MAE:  0.132697497455
CV_MAE:  0.119436921807



ITERATION 4549 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.5285137283
AVG_RMSE_PER_AREA:  3.69949663094
STD_RMSE:  43.0748040136
CV_RMSE:  3.35283138113
AVG_MAE:  19.5510806323
AVG_MAE_PER_AREA:  1.5218055701
STD_MAE:  7.9939245906
CV_MAE:  0.622226423068



ITERATION 4550 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42076015715
AVG_RMSE_PER_AREA:  1.27878236629
STD_RMSE:  0.211402843336
CV_RMSE:  0.190277174427
AVG_MAE:  1.17600516297
AVG_MAE_PER_AREA:  1.05848595029
STD_MAE:  0.146754410391
CV_MAE:  0.13208911528



ITERATION 4551 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.3359322669
AVG_RMSE_PER_AREA:  3.45099434391
STD_RMSE:  46.7231725678
CV_RMSE:  3.63681095709
AVG_MAE:  19.5233288579
AVG_MAE_PER_AREA:  1.51964544373
STD_MAE:  10.5940834125
CV_MAE:  0.824616063454



ITERATION 4552 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41087603637
AVG_RMSE_PER_AREA:  1.26988597424
STD_RMSE:  0.239329382871
CV_RMSE:  0.215412990721
AVG_MAE:  1.16426274221
AVG_MAE_PER_AREA:  1.04791695979
STD_MAE:  0.17248495659
CV_MAE:  0.155248385751



ITERATION 4553 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.8866733197
AVG_RMSE_PER_AREA:  3.41602518895
STD_RMSE:  47.353061331
CV_RMSE:  3.68583986994
AVG_MAE:  19.9168620652
AVG_MAE_PER_AREA:  1.55027705116
STD_MAE:  11.93886291
CV_MAE:  0.929290222815



ITERATION 4554 OF 6498
HP:  14
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41257649141
AVG_RMSE_PER_AREA:  1.27141650134
STD_RMSE:  0.274982374821
CV_RMSE:  0.247503148361
AVG_MAE:  1.17662972374
AVG_MAE_PER_AREA:  1.05904809816
STD_MAE:  0.19092559022
CV_MAE:  0.171846230919



ITERATION 4555 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.849145484
AVG_RMSE_PER_AREA:  4.73634016836
STD_RMSE:  29.6758964351
CV_RMSE:  2.30989505604
AVG_MAE:  21.2928644963
AVG_MAE_PER_AREA:  1.65738152296
STD_MAE:  0.406722100543
CV_MAE:  0.0316581967888



ITERATION 4556 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42351783105
AVG_RMSE_PER_AREA:  1.28126446345
STD_RMSE:  0.0644549326268
CV_RMSE:  0.058013895483
AVG_MAE:  1.14129660839
AVG_MAE_PER_AREA:  1.02724585157
STD_MAE:  0.0325541995135
CV_MAE:  0.0293010302105



ITERATION 4557 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.1389796875
AVG_RMSE_PER_AREA:  4.60322528412
STD_RMSE:  31.0508917133
CV_RMSE:  2.41692113365
AVG_MAE:  20.2611320415
AVG_MAE_PER_AREA:  1.57707413607
STD_MAE:  3.17633540955
CV_MAE:  0.247237736352



ITERATION 4558 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.42483821271
AVG_RMSE_PER_AREA:  1.28245289823
STD_RMSE:  0.0718470307735
CV_RMSE:  0.0646672948708
AVG_MAE:  1.14461060716
AVG_MAE_PER_AREA:  1.03022867958
STD_MAE:  0.0327079149223
CV_MAE:  0.0294393847055



ITERATION 4559 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.6234988661
AVG_RMSE_PER_AREA:  4.25175193107
STD_RMSE:  36.6176939475
CV_RMSE:  2.85022662745
AVG_MAE:  18.5340705823
AVG_MAE_PER_AREA:  1.44264413714
STD_MAE:  4.86837329489
CV_MAE:  0.378941590843



ITERATION 4560 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45260687627
AVG_RMSE_PER_AREA:  1.30744661523
STD_RMSE:  0.0768608994096
CV_RMSE:  0.0691801232793
AVG_MAE:  1.15879326402
AVG_MAE_PER_AREA:  1.04299405128
STD_MAE:  0.0336213791061
CV_MAE:  0.0302615656237



ITERATION 4561 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.7227513414
AVG_RMSE_PER_AREA:  4.10380265784
STD_RMSE:  39.1198234233
CV_RMSE:  3.04498591697
AVG_MAE:  18.4589479206
AVG_MAE_PER_AREA:  1.43679678336
STD_MAE:  8.17329794638
CV_MAE:  0.63618838134



ITERATION 4562 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44662741258
AVG_RMSE_PER_AREA:  1.30206468452
STD_RMSE:  0.103092033689
CV_RMSE:  0.0927899576316
AVG_MAE:  1.15179073415
AVG_MAE_PER_AREA:  1.03669129028
STD_MAE:  0.080602230945
CV_MAE:  0.0725475803196



ITERATION 4563 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  48.3465374277
AVG_RMSE_PER_AREA:  3.76316948083
STD_RMSE:  42.5034776561
CV_RMSE:  3.30836081454
AVG_MAE:  16.8051472204
AVG_MAE_PER_AREA:  1.30806921251
STD_MAE:  7.31658696469
CV_MAE:  0.56950421342



ITERATION 4564 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4210439862
AVG_RMSE_PER_AREA:  1.27903783205
STD_RMSE:  0.154719704966
CV_RMSE:  0.139258431081
AVG_MAE:  1.12898859966
AVG_MAE_PER_AREA:  1.0161677928
STD_MAE:  0.100695849574
CV_MAE:  0.0906332262661



ITERATION 4565 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.8618001409
AVG_RMSE_PER_AREA:  3.88111361294
STD_RMSE:  42.2437604853
CV_RMSE:  3.28814510142
AVG_MAE:  18.5383185963
AVG_MAE_PER_AREA:  1.44297479156
STD_MAE:  8.70303867204
CV_MAE:  0.677422029862



ITERATION 4566 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44181237094
AVG_RMSE_PER_AREA:  1.29773081415
STD_RMSE:  0.115146134032
CV_RMSE:  0.103639481305
AVG_MAE:  1.14412105632
AVG_MAE_PER_AREA:  1.02978804998
STD_MAE:  0.0844219438095
CV_MAE:  0.0759855859751



ITERATION 4567 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.3424352161
AVG_RMSE_PER_AREA:  3.60717534597
STD_RMSE:  45.4517222443
CV_RMSE:  3.53784455105
AVG_MAE:  16.6791887955
AVG_MAE_PER_AREA:  1.29826493436
STD_MAE:  8.74547200449
CV_MAE:  0.680724930755



ITERATION 4568 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43680788099
AVG_RMSE_PER_AREA:  1.29322642721
STD_RMSE:  0.181095748261
CV_RMSE:  0.162998693565
AVG_MAE:  1.13592056413
AVG_MAE_PER_AREA:  1.02240704006
STD_MAE:  0.122708654063
CV_MAE:  0.110446272172



ITERATION 4569 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.4270467207
AVG_RMSE_PER_AREA:  3.53592387209
STD_RMSE:  48.0189945237
CV_RMSE:  3.73767438799
AVG_MAE:  18.4286328918
AVG_MAE_PER_AREA:  1.43443713989
STD_MAE:  10.5632019432
CV_MAE:  0.822212329719



ITERATION 4570 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42918364089
AVG_RMSE_PER_AREA:  1.28636408401
STD_RMSE:  0.224843050436
CV_RMSE:  0.202374290011
AVG_MAE:  1.13930658121
AVG_MAE_PER_AREA:  1.02545468953
STD_MAE:  0.144970443816
CV_MAE:  0.130483422027



ITERATION 4571 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.7189251687
AVG_RMSE_PER_AREA:  3.32513069191
STD_RMSE:  49.4174900516
CV_RMSE:  3.84652966429
AVG_MAE:  18.6194250362
AVG_MAE_PER_AREA:  1.44928790716
STD_MAE:  12.4248838477
CV_MAE:  0.967120836079



ITERATION 4572 OF 6498
HP:  14
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42114542162
AVG_RMSE_PER_AREA:  1.27912913094
STD_RMSE:  0.281790265305
CV_RMSE:  0.253630720463
AVG_MAE:  1.14536785993
AVG_MAE_PER_AREA:  1.03091025943
STD_MAE:  0.195965850178
CV_MAE:  0.176382813342



ITERATION 4573 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.830665682
AVG_RMSE_PER_AREA:  4.26787726042
STD_RMSE:  34.3911154933
CV_RMSE:  2.67691551706
AVG_MAE:  12.9143140399
AVG_MAE_PER_AREA:  1.00521681689
STD_MAE:  4.1635964812
CV_MAE:  0.324083585757



ITERATION 4574 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.70395731637
AVG_RMSE_PER_AREA:  1.53367938854
STD_RMSE:  0.0879837481866
CV_RMSE:  0.0791914561614
AVG_MAE:  1.10998360091
AVG_MAE_PER_AREA:  0.99906198
STD_MAE:  0.0392570559856
CV_MAE:  0.0353340644401



ITERATION 4575 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.7417531507
AVG_RMSE_PER_AREA:  4.26095653886
STD_RMSE:  34.1329481442
CV_RMSE:  2.65682043805
AVG_MAE:  13.0684162621
AVG_MAE_PER_AREA:  1.01721173546
STD_MAE:  4.40929017153
CV_MAE:  0.343207747409



ITERATION 4576 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.71373233675
AVG_RMSE_PER_AREA:  1.54247758268
STD_RMSE:  0.0993368887585
CV_RMSE:  0.0894100675802
AVG_MAE:  1.11371346226
AVG_MAE_PER_AREA:  1.00241911308
STD_MAE:  0.0865085578183
CV_MAE:  0.077863682842



ITERATION 4577 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.3484509035
AVG_RMSE_PER_AREA:  3.9968306648
STD_RMSE:  39.4593153276
CV_RMSE:  3.0714110891
AVG_MAE:  12.8966719053
AVG_MAE_PER_AREA:  1.00384359875
STD_MAE:  6.01147933285
CV_MAE:  0.467918009513



ITERATION 4578 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.72287041216
AVG_RMSE_PER_AREA:  1.55070248231
STD_RMSE:  0.15225044672
CV_RMSE:  0.137035927947
AVG_MAE:  1.11446228944
AVG_MAE_PER_AREA:  1.00309310932
STD_MAE:  0.127636766489
CV_MAE:  0.114881914062



ITERATION 4579 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.8426204867
AVG_RMSE_PER_AREA:  3.9574581329
STD_RMSE:  39.8056076715
CV_RMSE:  3.09836558987
AVG_MAE:  12.8313731887
AVG_MAE_PER_AREA:  0.998760915466
STD_MAE:  5.77464803766
CV_MAE:  0.449483673786



ITERATION 4580 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.7113262998
AVG_RMSE_PER_AREA:  1.54031198308
STD_RMSE:  0.139860380038
CV_RMSE:  0.12588401134
AVG_MAE:  1.10441228539
AVG_MAE_PER_AREA:  0.994047410856
STD_MAE:  0.141712090752
CV_MAE:  0.127550679002



ITERATION 4581 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.7819608142
AVG_RMSE_PER_AREA:  3.71922429686
STD_RMSE:  43.5553893117
CV_RMSE:  3.39023889825
AVG_MAE:  12.8734190638
AVG_MAE_PER_AREA:  1.00203365768
STD_MAE:  8.00082087616
CV_MAE:  0.622763212107



ITERATION 4582 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.69825444491
AVG_RMSE_PER_AREA:  1.52854640996
STD_RMSE:  0.193048498463
CV_RMSE:  0.173756995106
AVG_MAE:  1.1076006765
AVG_MAE_PER_AREA:  0.996917183291
STD_MAE:  0.190651931789
CV_MAE:  0.171599919412



ITERATION 4583 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.2011432023
AVG_RMSE_PER_AREA:  3.67401495556
STD_RMSE:  44.4163907268
CV_RMSE:  3.45725702242
AVG_MAE:  12.9285659022
AVG_MAE_PER_AREA:  1.006326145
STD_MAE:  7.7483100734
CV_MAE:  0.603108424048



ITERATION 4584 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.69674279292
AVG_RMSE_PER_AREA:  1.52718581866
STD_RMSE:  0.205202361743
CV_RMSE:  0.18469631232
AVG_MAE:  1.11246537025
AVG_MAE_PER_AREA:  1.00129574399
STD_MAE:  0.157165547564
CV_MAE:  0.141459858514



ITERATION 4585 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.9157622772
AVG_RMSE_PER_AREA:  3.4182893982
STD_RMSE:  47.1638383188
CV_RMSE:  3.67111123988
AVG_MAE:  12.8743014006
AVG_MAE_PER_AREA:  1.00210233649
STD_MAE:  8.94164960867
CV_MAE:  0.695994888277



ITERATION 4586 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.71444211049
AVG_RMSE_PER_AREA:  1.54311642812
STD_RMSE:  0.203086933392
CV_RMSE:  0.182792280554
AVG_MAE:  1.10752563048
AVG_MAE_PER_AREA:  0.996849636686
STD_MAE:  0.167022238224
CV_MAE:  0.150331561554



ITERATION 4587 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.3135685164
AVG_RMSE_PER_AREA:  3.21574136343
STD_RMSE:  49.8429685828
CV_RMSE:  3.87964781315
AVG_MAE:  12.9185834129
AVG_MAE_PER_AREA:  1.00554913385
STD_MAE:  11.0085929126
CV_MAE:  0.856880411291



ITERATION 4588 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.70501016342
AVG_RMSE_PER_AREA:  1.53462702367
STD_RMSE:  0.316848203573
CV_RMSE:  0.28518528865
AVG_MAE:  1.11488318812
AVG_MAE_PER_AREA:  1.00347194723
STD_MAE:  0.267155697029
CV_MAE:  0.240458597248



ITERATION 4589 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  38.1079487788
AVG_RMSE_PER_AREA:  2.96622421069
STD_RMSE:  51.7293057232
CV_RMSE:  4.02647541932
AVG_MAE:  12.8670456387
AVG_MAE_PER_AREA:  1.00153756674
STD_MAE:  12.5630520859
CV_MAE:  0.977875494526



ITERATION 4590 OF 6498
HP:  14
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.67429258271
AVG_RMSE_PER_AREA:  1.50697907736
STD_RMSE:  0.36115829999
CV_RMSE:  0.325067438822
AVG_MAE:  1.11106926951
AVG_MAE_PER_AREA:  1.0000391568
STD_MAE:  0.262815526952
CV_MAE:  0.236552144119



ITERATION 4591 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.6107223894
AVG_RMSE_PER_AREA:  4.32859485781
STD_RMSE:  32.6701710479
CV_RMSE:  2.54296165066
AVG_MAE:  19.7443452541
AVG_MAE_PER_AREA:  1.53684878861
STD_MAE:  4.0343815192
CV_MAE:  0.314025827181



ITERATION 4592 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4423296386
AVG_RMSE_PER_AREA:  1.29819639081
STD_RMSE:  0.0396150898621
CV_RMSE:  0.0356563196818
AVG_MAE:  1.17994209137
AVG_MAE_PER_AREA:  1.06202945803
STD_MAE:  0.0351699669295
CV_MAE:  0.031655401727



ITERATION 4593 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.2227147153
AVG_RMSE_PER_AREA:  4.4540681729
STD_RMSE:  32.7950956498
CV_RMSE:  2.5526854587
AVG_MAE:  20.3334672463
AVG_MAE_PER_AREA:  1.5827045214
STD_MAE:  5.58366210301
CV_MAE:  0.434617822398



ITERATION 4594 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46739238696
AVG_RMSE_PER_AREA:  1.32075459706
STD_RMSE:  0.102855059045
CV_RMSE:  0.0925766640682
AVG_MAE:  1.20302943653
AVG_MAE_PER_AREA:  1.08280966483
STD_MAE:  0.100044238395
CV_MAE:  0.0900467311558



ITERATION 4595 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.0787555873
AVG_RMSE_PER_AREA:  4.2093505226
STD_RMSE:  38.1014164215
CV_RMSE:  2.96571574889
AVG_MAE:  19.943416894
AVG_MAE_PER_AREA:  1.55234401039
STD_MAE:  6.62788273192
CV_MAE:  0.51589725648



ITERATION 4596 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4452030948
AVG_RMSE_PER_AREA:  1.30078270004
STD_RMSE:  0.109166329418
CV_RMSE:  0.0982572437366
AVG_MAE:  1.17408599186
AVG_MAE_PER_AREA:  1.05675856361
STD_MAE:  0.0775760055526
CV_MAE:  0.0698237682471



ITERATION 4597 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.4466232465
AVG_RMSE_PER_AREA:  4.08230956082
STD_RMSE:  38.9529955359
CV_RMSE:  3.03200046553
AVG_MAE:  20.004276976
AVG_MAE_PER_AREA:  1.55708120182
STD_MAE:  7.44071220685
CV_MAE:  0.579165801363



ITERATION 4598 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44674184247
AVG_RMSE_PER_AREA:  1.30216767933
STD_RMSE:  0.125419764552
CV_RMSE:  0.112886459045
AVG_MAE:  1.18109770603
AVG_MAE_PER_AREA:  1.06306959111
STD_MAE:  0.0943788804527
CV_MAE:  0.084947517331



ITERATION 4599 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.5761595411
AVG_RMSE_PER_AREA:  4.01455491644
STD_RMSE:  41.4116861856
CV_RMSE:  3.22337858913
AVG_MAE:  19.8763451842
AVG_MAE_PER_AREA:  1.5471233219
STD_MAE:  7.90734297077
CV_MAE:  0.615487133624



ITERATION 4600 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43639562509
AVG_RMSE_PER_AREA:  1.2928553684
STD_RMSE:  0.153353753725
CV_RMSE:  0.138028980529
AVG_MAE:  1.17128892676
AVG_MAE_PER_AREA:  1.05424101163
STD_MAE:  0.103485419152
CV_MAE:  0.0931440317445



ITERATION 4601 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.8600210828
AVG_RMSE_PER_AREA:  3.80313772101
STD_RMSE:  43.5117481304
CV_RMSE:  3.38684198153
AVG_MAE:  19.8353882288
AVG_MAE_PER_AREA:  1.54393533838
STD_MAE:  10.0024427572
CV_MAE:  0.778564284444



ITERATION 4602 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4398944301
AVG_RMSE_PER_AREA:  1.29600453479
STD_RMSE:  0.156163636719
CV_RMSE:  0.140558069486
AVG_MAE:  1.18200304554
AVG_MAE_PER_AREA:  1.06388445926
STD_MAE:  0.110374431633
CV_MAE:  0.0993446192524



ITERATION 4603 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.4659494931
AVG_RMSE_PER_AREA:  3.61678937797
STD_RMSE:  45.6148525233
CV_RMSE:  3.55054219022
AVG_MAE:  19.7985069228
AVG_MAE_PER_AREA:  1.54106459287
STD_MAE:  11.3260935921
CV_MAE:  0.881593843332



ITERATION 4604 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42658280144
AVG_RMSE_PER_AREA:  1.2840231487
STD_RMSE:  0.22133453331
CV_RMSE:  0.199216382035
AVG_MAE:  1.1759555997
AVG_MAE_PER_AREA:  1.05844133992
STD_MAE:  0.153667178209
CV_MAE:  0.138311084233



ITERATION 4605 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.5929845125
AVG_RMSE_PER_AREA:  3.47100262614
STD_RMSE:  47.744304961
CV_RMSE:  3.71629326259
AVG_MAE:  19.6369614015
AVG_MAE_PER_AREA:  1.52849030715
STD_MAE:  12.387359982
CV_MAE:  0.964200075384



ITERATION 4606 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41865465331
AVG_RMSE_PER_AREA:  1.27688726726
STD_RMSE:  0.258775028388
CV_RMSE:  0.23291541607
AVG_MAE:  1.17336020408
AVG_MAE_PER_AREA:  1.05610530443
STD_MAE:  0.191818170722
CV_MAE:  0.17264961508



ITERATION 4607 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.0527193198
AVG_RMSE_PER_AREA:  3.35111236566
STD_RMSE:  48.5091390927
CV_RMSE:  3.77582597405
AVG_MAE:  19.4980032161
AVG_MAE_PER_AREA:  1.51767416125
STD_MAE:  12.5556725983
CV_MAE:  0.977301094288



ITERATION 4608 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41897306145
AVG_RMSE_PER_AREA:  1.2771738566
STD_RMSE:  0.267285124365
CV_RMSE:  0.240575090798
AVG_MAE:  1.17546068793
AVG_MAE_PER_AREA:  1.05799588511
STD_MAE:  0.178091536605
CV_MAE:  0.160294695377



ITERATION 4609 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  62.9222189822
AVG_RMSE_PER_AREA:  4.89770284985
STD_RMSE:  27.929217926
CV_RMSE:  2.17393811666
AVG_MAE:  21.9482264561
AVG_MAE_PER_AREA:  1.70839320358
STD_MAE:  1.11133637476
CV_MAE:  0.0865035502221



ITERATION 4610 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45429840502
AVG_RMSE_PER_AREA:  1.30896910805
STD_RMSE:  0.0296879889164
CV_RMSE:  0.0267212425164
AVG_MAE:  1.19200166559
AVG_MAE_PER_AREA:  1.07288390857
STD_MAE:  0.0118787996926
CV_MAE:  0.0106917409692



ITERATION 4611 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.811649024
AVG_RMSE_PER_AREA:  4.6555841262
STD_RMSE:  26.5852406203
CV_RMSE:  2.06932639783
AVG_MAE:  21.6273337512
AVG_MAE_PER_AREA:  1.68341574504
STD_MAE:  3.11972867744
CV_MAE:  0.242831614673



ITERATION 4612 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46238856267
AVG_RMSE_PER_AREA:  1.31625080925
STD_RMSE:  0.0878849094148
CV_RMSE:  0.0791024944335
AVG_MAE:  1.20732423953
AVG_MAE_PER_AREA:  1.08667528444
STD_MAE:  0.0780167213112
CV_MAE:  0.0702204428989



ITERATION 4613 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  57.3732105984
AVG_RMSE_PER_AREA:  4.46578238336
STD_RMSE:  31.6836989303
CV_RMSE:  2.4661772114
AVG_MAE:  21.427632075
AVG_MAE_PER_AREA:  1.66787148287
STD_MAE:  4.12654959864
CV_MAE:  0.321199952198



ITERATION 4614 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43929119526
AVG_RMSE_PER_AREA:  1.29546158173
STD_RMSE:  0.106539140487
CV_RMSE:  0.0958925920667
AVG_MAE:  1.18945701612
AVG_MAE_PER_AREA:  1.07059354812
STD_MAE:  0.0812368554834
CV_MAE:  0.0731187862792



ITERATION 4615 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  57.0662167228
AVG_RMSE_PER_AREA:  4.44188677376
STD_RMSE:  32.6205212748
CV_RMSE:  2.53909704068
AVG_MAE:  21.6877556679
AVG_MAE_PER_AREA:  1.68811883083
STD_MAE:  4.76605935241
CV_MAE:  0.370977738078



ITERATION 4616 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43744753023
AVG_RMSE_PER_AREA:  1.29380215574
STD_RMSE:  0.11528761785
CV_RMSE:  0.103766826523
AVG_MAE:  1.18152852437
AVG_MAE_PER_AREA:  1.0634573574
STD_MAE:  0.0884687148688
CV_MAE:  0.0796279597038



ITERATION 4617 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.6230257796
AVG_RMSE_PER_AREA:  4.25171510724
STD_RMSE:  36.0964408104
CV_RMSE:  2.80965363088
AVG_MAE:  21.5612217464
AVG_MAE_PER_AREA:  1.67826975751
STD_MAE:  5.87133032602
CV_MAE:  0.457009173154



ITERATION 4618 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43701181938
AVG_RMSE_PER_AREA:  1.29340998585
STD_RMSE:  0.141319758252
CV_RMSE:  0.127197552628
AVG_MAE:  1.18370872178
AVG_MAE_PER_AREA:  1.0654196858
STD_MAE:  0.0960406761304
CV_MAE:  0.0864432483299



ITERATION 4619 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.9943263981
AVG_RMSE_PER_AREA:  4.20277877279
STD_RMSE:  36.7635160216
CV_RMSE:  2.8615770407
AVG_MAE:  21.2515598232
AVG_MAE_PER_AREA:  1.65416647399
STD_MAE:  6.74656320565
CV_MAE:  0.525135037725



ITERATION 4620 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43292172846
AVG_RMSE_PER_AREA:  1.28972862126
STD_RMSE:  0.1446342368
CV_RMSE:  0.130180812469
AVG_MAE:  1.18483231559
AVG_MAE_PER_AREA:  1.06643099791
STD_MAE:  0.103938859047
CV_MAE:  0.0935521589987



ITERATION 4621 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.8442883205
AVG_RMSE_PER_AREA:  3.95758795277
STD_RMSE:  40.0779806615
CV_RMSE:  3.11956639923
AVG_MAE:  20.9630990396
AVG_MAE_PER_AREA:  1.63171343237
STD_MAE:  8.38593952409
CV_MAE:  0.652739851996



ITERATION 4622 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41942362018
AVG_RMSE_PER_AREA:  1.27757939061
STD_RMSE:  0.172865664297
CV_RMSE:  0.155591049008
AVG_MAE:  1.17313084341
AVG_MAE_PER_AREA:  1.05589886396
STD_MAE:  0.114603073746
CV_MAE:  0.103150689503



ITERATION 4623 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.5238370667
AVG_RMSE_PER_AREA:  3.854807441
STD_RMSE:  42.3196294385
CV_RMSE:  3.29405054459
AVG_MAE:  21.2248909476
AVG_MAE_PER_AREA:  1.65209063767
STD_MAE:  9.84084436845
CV_MAE:  0.765985883648



ITERATION 4624 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.40925155141
AVG_RMSE_PER_AREA:  1.26842382547
STD_RMSE:  0.229749802857
CV_RMSE:  0.20679070642
AVG_MAE:  1.16825930467
AVG_MAE_PER_AREA:  1.0515141423
STD_MAE:  0.166580905209
CV_MAE:  0.149934331329



ITERATION 4625 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  48.0729721439
AVG_RMSE_PER_AREA:  3.7418758664
STD_RMSE:  43.4583768836
CV_RMSE:  3.38268770166
AVG_MAE:  21.1735036089
AVG_MAE_PER_AREA:  1.64809078007
STD_MAE:  11.0134797284
CV_MAE:  0.8572607884



ITERATION 4626 OF 6498
HP:  14
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40473669672
AVG_RMSE_PER_AREA:  1.26436014411
STD_RMSE:  0.236040786821
CV_RMSE:  0.212453026918
AVG_MAE:  1.16868998996
AVG_MAE_PER_AREA:  1.05190178884
STD_MAE:  0.158929463863
CV_MAE:  0.143047505132



ITERATION 4627 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.7334426181
AVG_RMSE_PER_AREA:  4.33814708313
STD_RMSE:  32.5880919608
CV_RMSE:  2.53657282672
AVG_MAE:  19.9762504721
AVG_MAE_PER_AREA:  1.55489969122
STD_MAE:  3.8586269618
CV_MAE:  0.300345546819



ITERATION 4628 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44841366741
AVG_RMSE_PER_AREA:  1.30367243736
STD_RMSE:  0.036207792009
CV_RMSE:  0.032589516049
AVG_MAE:  1.18764495519
AVG_MAE_PER_AREA:  1.06896256801
STD_MAE:  0.0308347879599
CV_MAE:  0.0277534409399



ITERATION 4629 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.4532961334
AVG_RMSE_PER_AREA:  4.47201603435
STD_RMSE:  32.7281535209
CV_RMSE:  2.54747485645
AVG_MAE:  20.5737405446
AVG_MAE_PER_AREA:  1.60140677375
STD_MAE:  5.47862087861
CV_MAE:  0.426441685058



ITERATION 4630 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46850973957
AVG_RMSE_PER_AREA:  1.32176029165
STD_RMSE:  0.106771818421
CV_RMSE:  0.0961020182937
AVG_MAE:  1.20740418816
AVG_MAE_PER_AREA:  1.08674724374
STD_MAE:  0.103935954585
CV_MAE:  0.0935495447829



ITERATION 4631 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.9529140187
AVG_RMSE_PER_AREA:  4.19955534025
STD_RMSE:  37.9550635879
CV_RMSE:  2.95432402269
AVG_MAE:  20.0432551247
AVG_MAE_PER_AREA:  1.56011516015
STD_MAE:  6.78524672903
CV_MAE:  0.528146063174



ITERATION 4632 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45009736257
AVG_RMSE_PER_AREA:  1.3051878794
STD_RMSE:  0.106648841544
CV_RMSE:  0.0959913306021
AVG_MAE:  1.18292416545
AVG_MAE_PER_AREA:  1.06471353087
STD_MAE:  0.0806614719215
CV_MAE:  0.0726009012941



ITERATION 4633 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.5987047923
AVG_RMSE_PER_AREA:  4.09414719516
STD_RMSE:  38.7768163259
CV_RMSE:  3.01828713131
AVG_MAE:  20.0406243578
AVG_MAE_PER_AREA:  1.55991038806
STD_MAE:  7.01606879765
CV_MAE:  0.546112656241



ITERATION 4634 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45010137422
AVG_RMSE_PER_AREA:  1.30519149017
STD_RMSE:  0.126984868544
CV_RMSE:  0.114295160842
AVG_MAE:  1.18938244348
AVG_MAE_PER_AREA:  1.07052642759
STD_MAE:  0.0941904745373
CV_MAE:  0.0847779389816



ITERATION 4635 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.3169687165
AVG_RMSE_PER_AREA:  3.99438017275
STD_RMSE:  41.2200470305
CV_RMSE:  3.20846189275
AVG_MAE:  20.0720654493
AVG_MAE_PER_AREA:  1.56235768133
STD_MAE:  7.90879049371
CV_MAE:  0.615599805068



ITERATION 4636 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43577794141
AVG_RMSE_PER_AREA:  1.29229941038
STD_RMSE:  0.135884443851
CV_RMSE:  0.122305393894
AVG_MAE:  1.17868441145
AVG_MAE_PER_AREA:  1.06089745915
STD_MAE:  0.0876342488386
CV_MAE:  0.0788768825853



ITERATION 4637 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.2398397877
AVG_RMSE_PER_AREA:  3.75486441238
STD_RMSE:  43.3301836795
CV_RMSE:  3.37270947408
AVG_MAE:  19.4756023763
AVG_MAE_PER_AREA:  1.5159305378
STD_MAE:  9.83472998621
CV_MAE:  0.765509955943



ITERATION 4638 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44122708955
AVG_RMSE_PER_AREA:  1.29720402044
STD_RMSE:  0.150294105768
CV_RMSE:  0.135275085838
AVG_MAE:  1.18744453998
AVG_MAE_PER_AREA:  1.06878218046
STD_MAE:  0.105531293071
CV_MAE:  0.0949854597146



ITERATION 4639 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.6484675013
AVG_RMSE_PER_AREA:  3.5531586932
STD_RMSE:  45.7189730079
CV_RMSE:  3.55864665956
AVG_MAE:  19.628372469
AVG_MAE_PER_AREA:  1.52782176684
STD_MAE:  11.6581791169
CV_MAE:  0.907442522028



ITERATION 4640 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42721633447
AVG_RMSE_PER_AREA:  1.28459337222
STD_RMSE:  0.210800463159
CV_RMSE:  0.189734990621
AVG_MAE:  1.17763793888
AVG_MAE_PER_AREA:  1.05995556148
STD_MAE:  0.143724689913
CV_MAE:  0.129362157388



ITERATION 4641 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.5384897912
AVG_RMSE_PER_AREA:  3.46676089793
STD_RMSE:  47.4576665481
CV_RMSE:  3.69398206959
AVG_MAE:  19.61642519
AVG_MAE_PER_AREA:  1.52689182153
STD_MAE:  12.2672330468
CV_MAE:  0.954849705313



ITERATION 4642 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4160264361
AVG_RMSE_PER_AREA:  1.27452169007
STD_RMSE:  0.253356772758
CV_RMSE:  0.22803861141
AVG_MAE:  1.17544249262
AVG_MAE_PER_AREA:  1.05797950807
STD_MAE:  0.18531516772
CV_MAE:  0.16679646279



ITERATION 4643 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.103762835
AVG_RMSE_PER_AREA:  3.35508546092
STD_RMSE:  48.3819510881
CV_RMSE:  3.7659259886
AVG_MAE:  19.4459846439
AVG_MAE_PER_AREA:  1.51362517007
STD_MAE:  12.4370621599
CV_MAE:  0.96806876441



ITERATION 4644 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42853029145
AVG_RMSE_PER_AREA:  1.28577602435
STD_RMSE:  0.259868056813
CV_RMSE:  0.233899217219
AVG_MAE:  1.18507748915
AVG_MAE_PER_AREA:  1.06665167107
STD_MAE:  0.166359622572
CV_MAE:  0.149735161657



ITERATION 4645 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.8319663163
AVG_RMSE_PER_AREA:  4.6571655717
STD_RMSE:  29.7084113481
CV_RMSE:  2.3124259328
AVG_MAE:  21.2556900649
AVG_MAE_PER_AREA:  1.65448796133
STD_MAE:  1.5877764496
CV_MAE:  0.123588413884



ITERATION 4646 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43655303682
AVG_RMSE_PER_AREA:  1.29299704983
STD_RMSE:  0.0412603184319
CV_RMSE:  0.0371371391382
AVG_MAE:  1.17576503012
AVG_MAE_PER_AREA:  1.05826981411
STD_MAE:  0.0251115997731
CV_MAE:  0.0226021758968



ITERATION 4647 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.5721063841
AVG_RMSE_PER_AREA:  4.55910133175
STD_RMSE:  29.2400574569
CV_RMSE:  2.27597047677
AVG_MAE:  21.4531846661
AVG_MAE_PER_AREA:  1.66986043049
STD_MAE:  2.42877404487
CV_MAE:  0.189049492431



ITERATION 4648 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45117348629
AVG_RMSE_PER_AREA:  1.30615646515
STD_RMSE:  0.0893065327765
CV_RMSE:  0.0803820537435
AVG_MAE:  1.19603603772
AVG_MAE_PER_AREA:  1.0765151224
STD_MAE:  0.0812499114889
CV_MAE:  0.0731305375868



ITERATION 4649 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.8488246622
AVG_RMSE_PER_AREA:  4.26929070849
STD_RMSE:  34.7800815257
CV_RMSE:  2.7071916274
AVG_MAE:  20.4841293474
AVG_MAE_PER_AREA:  1.59443166983
STD_MAE:  3.98170849552
CV_MAE:  0.309925895196



ITERATION 4650 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44482853574
AVG_RMSE_PER_AREA:  1.30044557099
STD_RMSE:  0.1043374176
CV_RMSE:  0.0939108892516
AVG_MAE:  1.19474145284
AVG_MAE_PER_AREA:  1.07534990651
STD_MAE:  0.0915905192946
CV_MAE:  0.0824377995142



ITERATION 4651 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.9670824298
AVG_RMSE_PER_AREA:  4.20065817273
STD_RMSE:  36.0252847718
CV_RMSE:  2.8041150288
AVG_MAE:  20.5765940954
AVG_MAE_PER_AREA:  1.60162888676
STD_MAE:  4.84095628761
CV_MAE:  0.376807521879



ITERATION 4652 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44664539262
AVG_RMSE_PER_AREA:  1.30208086779
STD_RMSE:  0.106544513123
CV_RMSE:  0.0958974278105
AVG_MAE:  1.19273413158
AVG_MAE_PER_AREA:  1.0735431786
STD_MAE:  0.0916883970369
CV_MAE:  0.0825258962491



ITERATION 4653 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.3843190013
AVG_RMSE_PER_AREA:  4.07745995945
STD_RMSE:  38.6497407292
CV_RMSE:  3.00839589539
AVG_MAE:  20.7422603157
AVG_MAE_PER_AREA:  1.61452391704
STD_MAE:  5.8795594664
CV_MAE:  0.457649708166



ITERATION 4654 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43176681509
AVG_RMSE_PER_AREA:  1.28868911938
STD_RMSE:  0.146074099528
CV_RMSE:  0.131476788469
AVG_MAE:  1.18018078488
AVG_MAE_PER_AREA:  1.06224429869
STD_MAE:  0.109870486108
CV_MAE:  0.0988910334391



ITERATION 4655 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.4923608386
AVG_RMSE_PER_AREA:  4.00803224209
STD_RMSE:  39.8001484917
CV_RMSE:  3.09794066142
AVG_MAE:  20.6027120752
AVG_MAE_PER_AREA:  1.60366184278
STD_MAE:  6.64452774594
CV_MAE:  0.517192861338



ITERATION 4656 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44149372841
AVG_RMSE_PER_AREA:  1.29744401384
STD_RMSE:  0.14366261755
CV_RMSE:  0.12930628797
AVG_MAE:  1.19165770338
AVG_MAE_PER_AREA:  1.0725743188
STD_MAE:  0.106357916564
CV_MAE:  0.0957294780073



ITERATION 4657 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.1933450181
AVG_RMSE_PER_AREA:  3.82908279437
STD_RMSE:  42.0783973841
CV_RMSE:  3.27527366515
AVG_MAE:  20.527159904
AVG_MAE_PER_AREA:  1.59778105711
STD_MAE:  7.58704511436
CV_MAE:  0.590555976562



ITERATION 4658 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4336401472
AVG_RMSE_PER_AREA:  1.2903752478
STD_RMSE:  0.172071926745
CV_RMSE:  0.154876630336
AVG_MAE:  1.18210300893
AVG_MAE_PER_AREA:  1.06397443322
STD_MAE:  0.119418496978
CV_MAE:  0.107484903328



ITERATION 4659 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.5603266973
AVG_RMSE_PER_AREA:  3.62413545555
STD_RMSE:  45.2528687304
CV_RMSE:  3.52236630764
AVG_MAE:  20.375446354
AVG_MAE_PER_AREA:  1.58597206661
STD_MAE:  9.64123435286
CV_MAE:  0.750448756096



ITERATION 4660 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42101022347
AVG_RMSE_PER_AREA:  1.27900744327
STD_RMSE:  0.232659624495
CV_RMSE:  0.209409747066
AVG_MAE:  1.18235971285
AVG_MAE_PER_AREA:  1.0642054845
STD_MAE:  0.165268439779
CV_MAE:  0.148753021705



ITERATION 4661 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.1522946874
AVG_RMSE_PER_AREA:  3.51453788414
STD_RMSE:  46.1102347633
CV_RMSE:  3.58910146304
AVG_MAE:  20.4795874966
AVG_MAE_PER_AREA:  1.59407814391
STD_MAE:  11.0565455872
CV_MAE:  0.860612923508



ITERATION 4662 OF 6498
HP:  14
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42017049634
AVG_RMSE_PER_AREA:  1.27825163079
STD_RMSE:  0.244458150242
CV_RMSE:  0.220029235934
AVG_MAE:  1.18434159936
AVG_MAE_PER_AREA:  1.06598931938
STD_MAE:  0.16574687227
CV_MAE:  0.149183644023



ITERATION 4663 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.5004691173
AVG_RMSE_PER_AREA:  4.3978504428
STD_RMSE:  31.5562373828
CV_RMSE:  2.45625593408
AVG_MAE:  19.6837327646
AVG_MAE_PER_AREA:  1.53213086913
STD_MAE:  2.59527463184
CV_MAE:  0.202009467659



ITERATION 4664 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41990490486
AVG_RMSE_PER_AREA:  1.2780125801
STD_RMSE:  0.0226341606897
CV_RMSE:  0.0203723094429
AVG_MAE:  1.16748163478
AVG_MAE_PER_AREA:  1.05081418563
STD_MAE:  0.0181939766264
CV_MAE:  0.016375836812



ITERATION 4665 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.9431713826
AVG_RMSE_PER_AREA:  4.58798407191
STD_RMSE:  31.4639266751
CV_RMSE:  2.44907070724
AVG_MAE:  21.3751927478
AVG_MAE_PER_AREA:  1.66378974121
STD_MAE:  4.40770659832
CV_MAE:  0.343084486165



ITERATION 4666 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45371782378
AVG_RMSE_PER_AREA:  1.30844654479
STD_RMSE:  0.0795259326533
CV_RMSE:  0.0715788374468
AVG_MAE:  1.19521839493
AVG_MAE_PER_AREA:  1.07577918736
STD_MAE:  0.0722955981839
CV_MAE:  0.0650710365521



ITERATION 4667 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.6283358317
AVG_RMSE_PER_AREA:  4.40780325727
STD_RMSE:  36.2760410696
CV_RMSE:  2.82363325073
AVG_MAE:  21.4728295643
AVG_MAE_PER_AREA:  1.67138953858
STD_MAE:  5.48257096411
CV_MAE:  0.426749149501



ITERATION 4668 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44864168073
AVG_RMSE_PER_AREA:  1.30387766511
STD_RMSE:  0.0597580331582
CV_RMSE:  0.0537863612391
AVG_MAE:  1.18207134527
AVG_MAE_PER_AREA:  1.06394593374
STD_MAE:  0.0622814591718
CV_MAE:  0.0560576191095



ITERATION 4669 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.4146424016
AVG_RMSE_PER_AREA:  4.23549508384
STD_RMSE:  37.8425774505
CV_RMSE:  2.94556839258
AVG_MAE:  21.2436961417
AVG_MAE_PER_AREA:  1.65355438536
STD_MAE:  6.79176262588
CV_MAE:  0.52865324374



ITERATION 4670 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45272042527
AVG_RMSE_PER_AREA:  1.30754881718
STD_RMSE:  0.0992009569153
CV_RMSE:  0.0892877195237
AVG_MAE:  1.18840734763
AVG_MAE_PER_AREA:  1.06964877391
STD_MAE:  0.0891820356185
CV_MAE:  0.0802699976942



ITERATION 4671 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.5360280316
AVG_RMSE_PER_AREA:  4.1671060128
STD_RMSE:  40.5589222495
CV_RMSE:  3.15700164903
AVG_MAE:  21.3234648783
AVG_MAE_PER_AREA:  1.65976337758
STD_MAE:  7.80875814284
CV_MAE:  0.607813545494



ITERATION 4672 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44694465627
AVG_RMSE_PER_AREA:  1.30235022577
STD_RMSE:  0.12587531993
CV_RMSE:  0.11329649038
AVG_MAE:  1.18368797182
AVG_MAE_PER_AREA:  1.0654010094
STD_MAE:  0.101774167062
CV_MAE:  0.0916037865557



ITERATION 4673 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.6286924259
AVG_RMSE_PER_AREA:  4.01864394038
STD_RMSE:  41.7286739819
CV_RMSE:  3.24805209967
AVG_MAE:  21.0757557336
AVG_MAE_PER_AREA:  1.64048233818
STD_MAE:  8.68887679126
CV_MAE:  0.676319705675



ITERATION 4674 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44029855383
AVG_RMSE_PER_AREA:  1.29636827409
STD_RMSE:  0.156074570804
CV_RMSE:  0.140477904004
AVG_MAE:  1.18711005828
AVG_MAE_PER_AREA:  1.0684811238
STD_MAE:  0.117930305969
CV_MAE:  0.106145428534



ITERATION 4675 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.3947210431
AVG_RMSE_PER_AREA:  3.84475738353
STD_RMSE:  43.8280956517
CV_RMSE:  3.41146565472
AVG_MAE:  21.0062870748
AVG_MAE_PER_AREA:  1.63507507738
STD_MAE:  9.98193713304
CV_MAE:  0.776968179671



ITERATION 4676 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43890325868
AVG_RMSE_PER_AREA:  1.295112412
STD_RMSE:  0.18948582384
CV_RMSE:  0.170550341638
AVG_MAE:  1.18806869507
AVG_MAE_PER_AREA:  1.06934396319
STD_MAE:  0.14070863953
CV_MAE:  0.126647503528



ITERATION 4677 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.4114174035
AVG_RMSE_PER_AREA:  3.69038215575
STD_RMSE:  46.2290052491
CV_RMSE:  3.5983462506
AVG_MAE:  20.967845805
AVG_MAE_PER_AREA:  1.63208290832
STD_MAE:  11.4003641111
CV_MAE:  0.887374868518



ITERATION 4678 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43580878683
AVG_RMSE_PER_AREA:  1.2923271734
STD_RMSE:  0.228463663944
CV_RMSE:  0.205633092481
AVG_MAE:  1.18898941531
AVG_MAE_PER_AREA:  1.07017267507
STD_MAE:  0.173634148738
CV_MAE:  0.156282738134



ITERATION 4679 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.0080657681
AVG_RMSE_PER_AREA:  3.50331147795
STD_RMSE:  48.1210145456
CV_RMSE:  3.74561536274
AVG_MAE:  20.9943440822
AVG_MAE_PER_AREA:  1.63414546571
STD_MAE:  12.7782372416
CV_MAE:  0.994624950716



ITERATION 4680 OF 6498
HP:  14
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43483209333
AVG_RMSE_PER_AREA:  1.29144808171
STD_RMSE:  0.242202575575
CV_RMSE:  0.217999062794
AVG_MAE:  1.18942016228
AVG_MAE_PER_AREA:  1.07056037712
STD_MAE:  0.17196128245
CV_MAE:  0.15477704282



ITERATION 4681 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.9224481689
AVG_RMSE_PER_AREA:  4.50853361587
STD_RMSE:  31.3855621914
CV_RMSE:  2.44297101843
AVG_MAE:  20.4041025259
AVG_MAE_PER_AREA:  1.58820258895
STD_MAE:  2.45796644434
CV_MAE:  0.191321753333



ITERATION 4682 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45802522065
AVG_RMSE_PER_AREA:  1.31232349977
STD_RMSE:  0.0280349056263
CV_RMSE:  0.0252333532687
AVG_MAE:  1.19410521313
AVG_MAE_PER_AREA:  1.07477724679
STD_MAE:  0.020943702097
CV_MAE:  0.018850779839



ITERATION 4683 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.0261758843
AVG_RMSE_PER_AREA:  4.51660751307
STD_RMSE:  31.3132786235
CV_RMSE:  2.43734465238
AVG_MAE:  20.4790491838
AVG_MAE_PER_AREA:  1.59403624303
STD_MAE:  3.27778026576
CV_MAE:  0.255133941689



ITERATION 4684 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4699848049
AVG_RMSE_PER_AREA:  1.32308795243
STD_RMSE:  0.080607629962
CV_RMSE:  0.0725524398082
AVG_MAE:  1.21189388609
AVG_MAE_PER_AREA:  1.09078828227
STD_MAE:  0.0723507401389
CV_MAE:  0.0651206681238



ITERATION 4685 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.9488863917
AVG_RMSE_PER_AREA:  4.19924184017
STD_RMSE:  37.4604626579
CV_RMSE:  2.91582556502
AVG_MAE:  19.9141985584
AVG_MAE_PER_AREA:  1.55006973068
STD_MAE:  5.37869502441
CV_MAE:  0.41866371491



ITERATION 4686 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46187462522
AVG_RMSE_PER_AREA:  1.31578823002
STD_RMSE:  0.0945019379166
CV_RMSE:  0.0850582775562
AVG_MAE:  1.1991628141
AVG_MAE_PER_AREA:  1.07932943732
STD_MAE:  0.0769963909194
CV_MAE:  0.0693020750053



ITERATION 4687 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.1654040442
AVG_RMSE_PER_AREA:  4.13825759982
STD_RMSE:  37.8338515921
CV_RMSE:  2.94488919432
AVG_MAE:  19.7274214511
AVG_MAE_PER_AREA:  1.53553148354
STD_MAE:  5.68479638025
CV_MAE:  0.442489853071



ITERATION 4688 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45621585515
AVG_RMSE_PER_AREA:  1.31069494573
STD_RMSE:  0.107096238931
CV_RMSE:  0.0963940191812
AVG_MAE:  1.19316933288
AVG_MAE_PER_AREA:  1.07393488986
STD_MAE:  0.0746646735954
CV_MAE:  0.0672033682094



ITERATION 4689 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.2872315353
AVG_RMSE_PER_AREA:  3.9142280928
STD_RMSE:  41.5757728949
CV_RMSE:  3.23615067437
AVG_MAE:  19.54741163
AVG_MAE_PER_AREA:  1.52151998445
STD_MAE:  7.49918428
CV_MAE:  0.583717116366



ITERATION 4690 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45471343242
AVG_RMSE_PER_AREA:  1.3093426614
STD_RMSE:  0.142392647773
CV_RMSE:  0.128163227371
AVG_MAE:  1.19656470354
AVG_MAE_PER_AREA:  1.07699095819
STD_MAE:  0.0881147604401
CV_MAE:  0.0793093762471



ITERATION 4691 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.2174656542
AVG_RMSE_PER_AREA:  3.90879769698
STD_RMSE:  42.1479659468
CV_RMSE:  3.28068870221
AVG_MAE:  19.9767615363
AVG_MAE_PER_AREA:  1.55493947114
STD_MAE:  7.49099492939
CV_MAE:  0.583079678487



ITERATION 4692 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46106434381
AVG_RMSE_PER_AREA:  1.31505892073
STD_RMSE:  0.142437989865
CV_RMSE:  0.128204038389
AVG_MAE:  1.2067915734
AVG_MAE_PER_AREA:  1.08619584811
STD_MAE:  0.0936895267142
CV_MAE:  0.0843270513076



ITERATION 4693 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.8063864305
AVG_RMSE_PER_AREA:  3.72112552368
STD_RMSE:  44.3218337962
CV_RMSE:  3.44989695541
AVG_MAE:  19.9528891957
AVG_MAE_PER_AREA:  1.55308130986
STD_MAE:  8.85639371075
CV_MAE:  0.689358789599



ITERATION 4694 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4553662357
AVG_RMSE_PER_AREA:  1.30993022949
STD_RMSE:  0.16946749491
CV_RMSE:  0.152532461626
AVG_MAE:  1.20128521901
AVG_MAE_PER_AREA:  1.08123974847
STD_MAE:  0.10446297684
CV_MAE:  0.094023901248



ITERATION 4695 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.4321917959
AVG_RMSE_PER_AREA:  3.53632435144
STD_RMSE:  47.2107365832
CV_RMSE:  3.67476167953
AVG_MAE:  20.0064973943
AVG_MAE_PER_AREA:  1.55725403344
STD_MAE:  11.05496726
CV_MAE:  0.860490070601



ITERATION 4696 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44050826397
AVG_RMSE_PER_AREA:  1.29655702772
STD_RMSE:  0.222883250369
CV_RMSE:  0.200610334459
AVG_MAE:  1.19609613543
AVG_MAE_PER_AREA:  1.0765692145
STD_MAE:  0.15897320101
CV_MAE:  0.143086871588



ITERATION 4697 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.5908555185
AVG_RMSE_PER_AREA:  3.31516208145
STD_RMSE:  48.9540432825
CV_RMSE:  3.81045616595
AVG_MAE:  19.6310663344
AVG_MAE_PER_AREA:  1.52803145036
STD_MAE:  12.2422302177
CV_MAE:  0.952903549737



ITERATION 4698 OF 6498
HP:  14
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43698030615
AVG_RMSE_PER_AREA:  1.29338162177
STD_RMSE:  0.257628315121
CV_RMSE:  0.231883294851
AVG_MAE:  1.19825561717
AVG_MAE_PER_AREA:  1.07851289736
STD_MAE:  0.173727860882
CV_MAE:  0.156367085542



ITERATION 4699 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.5710591281
AVG_RMSE_PER_AREA:  4.40334498675
STD_RMSE:  31.5707089929
CV_RMSE:  2.45738236679
AVG_MAE:  19.699712599
AVG_MAE_PER_AREA:  1.53337469812
STD_MAE:  2.88881895569
CV_MAE:  0.224858198914



ITERATION 4700 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44045353546
AVG_RMSE_PER_AREA:  1.29650776827
STD_RMSE:  0.0120682442359
CV_RMSE:  0.0108622541555
AVG_MAE:  1.18717348948
AVG_MAE_PER_AREA:  1.06853821627
STD_MAE:  0.0124951590109
CV_MAE:  0.0112465069679



ITERATION 4701 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.9217639315
AVG_RMSE_PER_AREA:  4.58631777126
STD_RMSE:  31.6380218984
CV_RMSE:  2.46262182932
AVG_MAE:  21.2138952043
AVG_MAE_PER_AREA:  1.65123475744
STD_MAE:  4.73294277198
CV_MAE:  0.368400029074



ITERATION 4702 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46555794843
AVG_RMSE_PER_AREA:  1.31910347555
STD_RMSE:  0.0667509849858
CV_RMSE:  0.0600805013447
AVG_MAE:  1.21183891144
AVG_MAE_PER_AREA:  1.09073880129
STD_MAE:  0.0618800060192
CV_MAE:  0.0556962835175



ITERATION 4703 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.31162368
AVG_RMSE_PER_AREA:  4.3831512022
STD_RMSE:  36.8743198638
CV_RMSE:  2.8702017253
AVG_MAE:  21.075564719
AVG_MAE_PER_AREA:  1.64046747009
STD_MAE:  5.85902729448
CV_MAE:  0.456051536987



ITERATION 4704 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46428219308
AVG_RMSE_PER_AREA:  1.31795520753
STD_RMSE:  0.076728931292
CV_RMSE:  0.0690613428497
AVG_MAE:  1.19773148338
AVG_MAE_PER_AREA:  1.07804114071
STD_MAE:  0.0678735759666
CV_MAE:  0.0610909108382



ITERATION 4705 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.1369936739
AVG_RMSE_PER_AREA:  4.21388362469
STD_RMSE:  37.8231751808
CV_RMSE:  2.94405817007
AVG_MAE:  20.8005436244
AVG_MAE_PER_AREA:  1.61906053911
STD_MAE:  5.97768806838
CV_MAE:  0.465287784848



ITERATION 4706 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45922749534
AVG_RMSE_PER_AREA:  1.31340563011
STD_RMSE:  0.087300856991
CV_RMSE:  0.0785768068734
AVG_MAE:  1.20084899267
AVG_MAE_PER_AREA:  1.0808471146
STD_MAE:  0.0812587090799
CV_MAE:  0.0731384560269



ITERATION 4707 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.7220766351
AVG_RMSE_PER_AREA:  4.10375014044
STD_RMSE:  40.6669956267
CV_RMSE:  3.16541380131
AVG_MAE:  20.4449076169
AVG_MAE_PER_AREA:  1.59137875173
STD_MAE:  7.85067152654
CV_MAE:  0.611075974921



ITERATION 4708 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4509818797
AVG_RMSE_PER_AREA:  1.30598400598
STD_RMSE:  0.12103026346
CV_RMSE:  0.108935604592
AVG_MAE:  1.19057805506
AVG_MAE_PER_AREA:  1.07160256067
STD_MAE:  0.0927323968459
CV_MAE:  0.0834655682545



ITERATION 4709 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.0694163048
AVG_RMSE_PER_AREA:  3.97511133303
STD_RMSE:  41.8081897602
CV_RMSE:  3.25424140228
AVG_MAE:  20.2475545731
AVG_MAE_PER_AREA:  1.57601730103
STD_MAE:  8.26236114309
CV_MAE:  0.643120830313



ITERATION 4710 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45020266806
AVG_RMSE_PER_AREA:  1.30528266163
STD_RMSE:  0.157435433661
CV_RMSE:  0.14170277466
AVG_MAE:  1.19449289211
AVG_MAE_PER_AREA:  1.07512618467
STD_MAE:  0.116958243806
CV_MAE:  0.105270505383



ITERATION 4711 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.7213902863
AVG_RMSE_PER_AREA:  3.87018447287
STD_RMSE:  43.3632132492
CV_RMSE:  3.37528041039
AVG_MAE:  21.0742362945
AVG_MAE_PER_AREA:  1.64036406896
STD_MAE:  9.86930239019
CV_MAE:  0.768200982487



ITERATION 4712 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43874582171
AVG_RMSE_PER_AREA:  1.29497070784
STD_RMSE:  0.198317988496
CV_RMSE:  0.178499900444
AVG_MAE:  1.19402708483
AVG_MAE_PER_AREA:  1.07470692591
STD_MAE:  0.143079098024
CV_MAE:  0.128781080055



ITERATION 4713 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.3525559252
AVG_RMSE_PER_AREA:  3.6079631158
STD_RMSE:  46.4788192628
CV_RMSE:  3.61779112757
AVG_MAE:  20.1769501631
AVG_MAE_PER_AREA:  1.57052163629
STD_MAE:  11.2471038779
CV_MAE:  0.875445488199



ITERATION 4714 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44263231679
AVG_RMSE_PER_AREA:  1.2984688221
STD_RMSE:  0.229260103125
CV_RMSE:  0.206349942806
AVG_MAE:  1.19998570687
AVG_MAE_PER_AREA:  1.0800700977
STD_MAE:  0.173058509973
CV_MAE:  0.155764623448



ITERATION 4715 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.3464565565
AVG_RMSE_PER_AREA:  3.45181352741
STD_RMSE:  48.1416332266
CV_RMSE:  3.74722026756
AVG_MAE:  20.0444957406
AVG_MAE_PER_AREA:  1.56021172648
STD_MAE:  12.2470010449
CV_MAE:  0.953274898593



ITERATION 4716 OF 6498
HP:  14
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43440511819
AVG_RMSE_PER_AREA:  1.29106377457
STD_RMSE:  0.2655865319
CV_RMSE:  0.239046240146
AVG_MAE:  1.19558097251
AVG_MAE_PER_AREA:  1.07610553226
STD_MAE:  0.180626914228
CV_MAE:  0.162576710523



ITERATION 4717 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.681903368
AVG_RMSE_PER_AREA:  4.41197281581
STD_RMSE:  32.0043179249
CV_RMSE:  2.49113336503
AVG_MAE:  19.5157993106
AVG_MAE_PER_AREA:  1.51905936323
STD_MAE:  2.74683522865
CV_MAE:  0.213806552678



ITERATION 4718 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4164034982
AVG_RMSE_PER_AREA:  1.27486107203
STD_RMSE:  0.0204187004995
CV_RMSE:  0.018378242105
AVG_MAE:  1.15863186218
AVG_MAE_PER_AREA:  1.04284877846
STD_MAE:  0.00876454253779
CV_MAE:  0.00788869422434



ITERATION 4719 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.5913713329
AVG_RMSE_PER_AREA:  4.48276345091
STD_RMSE:  32.0643920876
CV_RMSE:  2.49580938254
AVG_MAE:  20.026956444
AVG_MAE_PER_AREA:  1.55884651298
STD_MAE:  4.59753141417
CV_MAE:  0.357859959068



ITERATION 4720 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.43352056856
AVG_RMSE_PER_AREA:  1.29026761875
STD_RMSE:  0.0778561700654
CV_RMSE:  0.0700759356779
AVG_MAE:  1.17274780377
AVG_MAE_PER_AREA:  1.0555541018
STD_MAE:  0.0718148183058
CV_MAE:  0.0646383014229



ITERATION 4721 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.6058280899
AVG_RMSE_PER_AREA:  4.32821389819
STD_RMSE:  36.5400774745
CV_RMSE:  2.84418516186
AVG_MAE:  20.3237710145
AVG_MAE_PER_AREA:  1.58194979178
STD_MAE:  5.29611778868
CV_MAE:  0.412236116372



ITERATION 4722 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43452754619
AVG_RMSE_PER_AREA:  1.29117396823
STD_RMSE:  0.0906558897439
CV_RMSE:  0.0815965683026
AVG_MAE:  1.17224098332
AVG_MAE_PER_AREA:  1.05509792836
STD_MAE:  0.0722547015033
CV_MAE:  0.0650342267122



ITERATION 4723 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.8306749453
AVG_RMSE_PER_AREA:  4.26787798146
STD_RMSE:  38.0060735157
CV_RMSE:  2.9582945036
AVG_MAE:  20.8590235166
AVG_MAE_PER_AREA:  1.62361246273
STD_MAE:  6.07672659778
CV_MAE:  0.472996687928



ITERATION 4724 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43274451491
AVG_RMSE_PER_AREA:  1.28956911682
STD_RMSE:  0.105547414881
CV_RMSE:  0.0949999704575
AVG_MAE:  1.16683874135
AVG_MAE_PER_AREA:  1.0502355371
STD_MAE:  0.0817704608912
CV_MAE:  0.0735990680373



ITERATION 4725 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.2794271207
AVG_RMSE_PER_AREA:  4.06929544665
STD_RMSE:  41.2332828362
CV_RMSE:  3.20949213365
AVG_MAE:  20.4869764598
AVG_MAE_PER_AREA:  1.5946532817
STD_MAE:  7.89407901687
CV_MAE:  0.614454701744



ITERATION 4726 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42879119577
AVG_RMSE_PER_AREA:  1.28601085627
STD_RMSE:  0.149434352146
CV_RMSE:  0.134501248138
AVG_MAE:  1.16647109585
AVG_MAE_PER_AREA:  1.04990463073
STD_MAE:  0.100572045821
CV_MAE:  0.0905217943293



ITERATION 4727 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.9058565716
AVG_RMSE_PER_AREA:  4.04021768091
STD_RMSE:  41.9161469872
CV_RMSE:  3.26264451372
AVG_MAE:  20.4556065211
AVG_MAE_PER_AREA:  1.59221152678
STD_MAE:  8.21683152758
CV_MAE:  0.639576922751



ITERATION 4728 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42612714988
AVG_RMSE_PER_AREA:  1.28361303079
STD_RMSE:  0.159926486247
CV_RMSE:  0.143944894207
AVG_MAE:  1.16517819563
AVG_MAE_PER_AREA:  1.04874093115
STD_MAE:  0.118062601223
CV_MAE:  0.106264503408



ITERATION 4729 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.3835951954
AVG_RMSE_PER_AREA:  3.84389137631
STD_RMSE:  44.5369293322
CV_RMSE:  3.46663943583
AVG_MAE:  20.6815068427
AVG_MAE_PER_AREA:  1.60979502378
STD_MAE:  9.82413065295
CV_MAE:  0.764684931245



ITERATION 4730 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41892727154
AVG_RMSE_PER_AREA:  1.27713264252
STD_RMSE:  0.204160581365
CV_RMSE:  0.183758637956
AVG_MAE:  1.167441646
AVG_MAE_PER_AREA:  1.05077819297
STD_MAE:  0.140930544683
CV_MAE:  0.126847233507



ITERATION 4731 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.9833156965
AVG_RMSE_PER_AREA:  3.65705982567
STD_RMSE:  47.4027762964
CV_RMSE:  3.68970955432
AVG_MAE:  20.6720035207
AVG_MAE_PER_AREA:  1.60905530976
STD_MAE:  11.6104036372
CV_MAE:  0.903723802206



ITERATION 4732 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41663579648
AVG_RMSE_PER_AREA:  1.27507015654
STD_RMSE:  0.246924357953
CV_RMSE:  0.222248993377
AVG_MAE:  1.1698686295
AVG_MAE_PER_AREA:  1.05296264591
STD_MAE:  0.180309370118
CV_MAE:  0.16229089887



ITERATION 4733 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.8899714436
AVG_RMSE_PER_AREA:  3.49411932105
STD_RMSE:  48.6077507862
CV_RMSE:  3.78350165332
AVG_MAE:  20.479231213
AVG_MAE_PER_AREA:  1.59405041172
STD_MAE:  12.4364614652
CV_MAE:  0.968022007892



ITERATION 4734 OF 6498
HP:  14
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42269668706
AVG_RMSE_PER_AREA:  1.28052537708
STD_RMSE:  0.261601617606
CV_RMSE:  0.235459541784
AVG_MAE:  1.1772861063
AVG_MAE_PER_AREA:  1.05963888784
STD_MAE:  0.177768927797
CV_MAE:  0.160004325146



ITERATION 4735 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.0237279383
AVG_RMSE_PER_AREA:  4.51641697128
STD_RMSE:  31.2710767393
CV_RMSE:  2.43405976682
AVG_MAE:  20.3712482797
AVG_MAE_PER_AREA:  1.58564529936
STD_MAE:  2.35740203287
CV_MAE:  0.183494079538



ITERATION 4736 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45846934127
AVG_RMSE_PER_AREA:  1.31272323904
STD_RMSE:  0.0252684121524
CV_RMSE:  0.0227433178794
AVG_MAE:  1.19578438153
AVG_MAE_PER_AREA:  1.07628861444
STD_MAE:  0.0158672612284
CV_MAE:  0.0142816320953



ITERATION 4737 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.8233937959
AVG_RMSE_PER_AREA:  4.50082347957
STD_RMSE:  31.2744707566
CV_RMSE:  2.43432394835
AVG_MAE:  20.1792969167
AVG_MAE_PER_AREA:  1.57070430152
STD_MAE:  3.1639563931
CV_MAE:  0.246274185716



ITERATION 4738 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46726444104
AVG_RMSE_PER_AREA:  1.32063943688
STD_RMSE:  0.0790851109678
CV_RMSE:  0.0711820674534
AVG_MAE:  1.21016689476
AVG_MAE_PER_AREA:  1.08923387068
STD_MAE:  0.0778966232007
CV_MAE:  0.0701123462964



ITERATION 4739 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.2228975924
AVG_RMSE_PER_AREA:  4.22057016362
STD_RMSE:  37.4362280499
CV_RMSE:  2.91393920579
AVG_MAE:  20.0367441008
AVG_MAE_PER_AREA:  1.55960835888
STD_MAE:  5.37559591381
CV_MAE:  0.418422488154



ITERATION 4740 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46561173101
AVG_RMSE_PER_AREA:  1.31915188359
STD_RMSE:  0.0998853198817
CV_RMSE:  0.0899036935071
AVG_MAE:  1.20417739124
AVG_MAE_PER_AREA:  1.08384290343
STD_MAE:  0.0841441649738
CV_MAE:  0.0757355658187



ITERATION 4741 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.4970385297
AVG_RMSE_PER_AREA:  4.16407117077
STD_RMSE:  37.5778816614
CV_RMSE:  2.92496515668
AVG_MAE:  19.8427077512
AVG_MAE_PER_AREA:  1.54450507108
STD_MAE:  5.41266231965
CV_MAE:  0.421307641355



ITERATION 4742 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45905436569
AVG_RMSE_PER_AREA:  1.31324980146
STD_RMSE:  0.106489890634
CV_RMSE:  0.0958482637942
AVG_MAE:  1.19749946333
AVG_MAE_PER_AREA:  1.07783230663
STD_MAE:  0.0768696811639
CV_MAE:  0.0691880274653



ITERATION 4743 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.8907890364
AVG_RMSE_PER_AREA:  3.96120744827
STD_RMSE:  41.2674759466
CV_RMSE:  3.21215363696
AVG_MAE:  19.7496739388
AVG_MAE_PER_AREA:  1.53726355965
STD_MAE:  7.25285386755
CV_MAE:  0.56454339391



ITERATION 4744 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45836455335
AVG_RMSE_PER_AREA:  1.31262892266
STD_RMSE:  0.142468456967
CV_RMSE:  0.128231460887
AVG_MAE:  1.20196988262
AVG_MAE_PER_AREA:  1.08185599305
STD_MAE:  0.0889331710037
CV_MAE:  0.0800460023355



ITERATION 4745 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.1294622159
AVG_RMSE_PER_AREA:  3.90194773686
STD_RMSE:  42.2844328041
CV_RMSE:  3.29131092956
AVG_MAE:  19.7942567007
AVG_MAE_PER_AREA:  1.54073376658
STD_MAE:  7.73947169437
CV_MAE:  0.602420467475



ITERATION 4746 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46216419814
AVG_RMSE_PER_AREA:  1.31604886566
STD_RMSE:  0.139759263526
CV_RMSE:  0.125792999489
AVG_MAE:  1.20665914509
AVG_MAE_PER_AREA:  1.08607665347
STD_MAE:  0.0888750776876
CV_MAE:  0.0799937143347



ITERATION 4747 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.7600159834
AVG_RMSE_PER_AREA:  3.71751616796
STD_RMSE:  44.4999879263
CV_RMSE:  3.4637640123
AVG_MAE:  19.8576366146
AVG_MAE_PER_AREA:  1.54566709521
STD_MAE:  9.21151180839
CV_MAE:  0.717000264216



ITERATION 4748 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45607536526
AVG_RMSE_PER_AREA:  1.31056849512
STD_RMSE:  0.169473022226
CV_RMSE:  0.152537436592
AVG_MAE:  1.20226757103
AVG_MAE_PER_AREA:  1.0821239332
STD_MAE:  0.102161991975
CV_MAE:  0.0919528557899



ITERATION 4749 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.2195466128
AVG_RMSE_PER_AREA:  3.51977260015
STD_RMSE:  47.3443658377
CV_RMSE:  3.68516303522
AVG_MAE:  19.6264486116
AVG_MAE_PER_AREA:  1.52767201876
STD_MAE:  11.043836423
CV_MAE:  0.859623675021



ITERATION 4750 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44311005974
AVG_RMSE_PER_AREA:  1.29889882379
STD_RMSE:  0.22457211149
CV_RMSE:  0.202130426229
AVG_MAE:  1.20079085943
AVG_MAE_PER_AREA:  1.08079479067
STD_MAE:  0.156262112351
CV_MAE:  0.140646704363



ITERATION 4751 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.7269749428
AVG_RMSE_PER_AREA:  3.32575726551
STD_RMSE:  48.9141146267
CV_RMSE:  3.80734822261
AVG_MAE:  19.4542950433
AVG_MAE_PER_AREA:  1.51427203008
STD_MAE:  12.4246038228
CV_MAE:  0.967099039659



ITERATION 4752 OF 6498
HP:  14
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43784506017
AVG_RMSE_PER_AREA:  1.29415996018
STD_RMSE:  0.259582391976
CV_RMSE:  0.233642099116
AVG_MAE:  1.20195199843
AVG_MAE_PER_AREA:  1.08183989604
STD_MAE:  0.170234280651
CV_MAE:  0.153222621805



ITERATION 4753 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.4721629171
AVG_RMSE_PER_AREA:  4.31780974671
STD_RMSE:  31.8459366814
CV_RMSE:  2.4788053785
AVG_MAE:  19.5338057551
AVG_MAE_PER_AREA:  1.52046093832
STD_MAE:  3.82461777687
CV_MAE:  0.29769835979



ITERATION 4754 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44982985022
AVG_RMSE_PER_AREA:  1.3049470998
STD_RMSE:  0.0268439175336
CV_RMSE:  0.0241613816458
AVG_MAE:  1.18277759675
AVG_MAE_PER_AREA:  1.0645816089
STD_MAE:  0.0271394631064
CV_MAE:  0.0244273930939



ITERATION 4755 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.2495932777
AVG_RMSE_PER_AREA:  4.45616033071
STD_RMSE:  32.5109471758
CV_RMSE:  2.53056807611
AVG_MAE:  20.4362303558
AVG_MAE_PER_AREA:  1.59070333616
STD_MAE:  4.70068333319
CV_MAE:  0.365889037761



ITERATION 4756 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46905899676
AVG_RMSE_PER_AREA:  1.32225466109
STD_RMSE:  0.0913119548378
CV_RMSE:  0.0821870722444
AVG_MAE:  1.19772546615
AVG_MAE_PER_AREA:  1.07803572478
STD_MAE:  0.0938583228371
CV_MAE:  0.084478979488



ITERATION 4757 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.3338589428
AVG_RMSE_PER_AREA:  4.15136969361
STD_RMSE:  38.2424851539
CV_RMSE:  2.97669617431
AVG_MAE:  19.8866951583
AVG_MAE_PER_AREA:  1.54792893712
STD_MAE:  6.27218106084
CV_MAE:  0.488210358015



ITERATION 4758 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46046445813
AVG_RMSE_PER_AREA:  1.31451898214
STD_RMSE:  0.0872201716926
CV_RMSE:  0.0785041845265
AVG_MAE:  1.18414530218
AVG_MAE_PER_AREA:  1.06581263834
STD_MAE:  0.0670448584151
CV_MAE:  0.060345007748



ITERATION 4759 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.24792954
AVG_RMSE_PER_AREA:  4.14468117105
STD_RMSE:  37.9049279328
CV_RMSE:  2.95042159292
AVG_MAE:  20.3328174363
AVG_MAE_PER_AREA:  1.58265394187
STD_MAE:  6.60589281158
CV_MAE:  0.514185617932



ITERATION 4760 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4542763029
AVG_RMSE_PER_AREA:  1.30894921461
STD_RMSE:  0.108576447372
CV_RMSE:  0.0977263091136
AVG_MAE:  1.18134147009
AVG_MAE_PER_AREA:  1.06328899562
STD_MAE:  0.0890862143707
CV_MAE:  0.0801837519465



ITERATION 4761 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.2802591314
AVG_RMSE_PER_AREA:  3.99152279355
STD_RMSE:  41.258919612
CV_RMSE:  3.211487634
AVG_MAE:  20.1470805591
AVG_MAE_PER_AREA:  1.56819666354
STD_MAE:  7.58010365954
CV_MAE:  0.590015671665



ITERATION 4762 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44977670447
AVG_RMSE_PER_AREA:  1.30489926494
STD_RMSE:  0.143112653411
CV_RMSE:  0.128811282223
AVG_MAE:  1.18003147372
AVG_MAE_PER_AREA:  1.06210990832
STD_MAE:  0.102103414201
CV_MAE:  0.0919001317437



ITERATION 4763 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.3259903362
AVG_RMSE_PER_AREA:  3.839407563
STD_RMSE:  42.7932345148
CV_RMSE:  3.3309147393
AVG_MAE:  20.0326305609
AVG_MAE_PER_AREA:  1.55928817157
STD_MAE:  9.21806061991
CV_MAE:  0.717510006774



ITERATION 4764 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45609636711
AVG_RMSE_PER_AREA:  1.31058739823
STD_RMSE:  0.149350023072
CV_RMSE:  0.134425346142
AVG_MAE:  1.1857935012
AVG_MAE_PER_AREA:  1.06729613141
STD_MAE:  0.111678616026
CV_MAE:  0.100518475371



ITERATION 4765 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.7020165796
AVG_RMSE_PER_AREA:  3.63516422966
STD_RMSE:  45.0842167005
CV_RMSE:  3.50923886965
AVG_MAE:  19.8676470988
AVG_MAE_PER_AREA:  1.54644628542
STD_MAE:  10.8789225066
CV_MAE:  0.846787202133



ITERATION 4766 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43766960568
AVG_RMSE_PER_AREA:  1.294002039
STD_RMSE:  0.205014623397
CV_RMSE:  0.184527334829
AVG_MAE:  1.17402880202
AVG_MAE_PER_AREA:  1.05670708879
STD_MAE:  0.146206821495
CV_MAE:  0.131596247416



ITERATION 4767 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.5143908937
AVG_RMSE_PER_AREA:  3.46488510204
STD_RMSE:  47.761491697
CV_RMSE:  3.7176310337
AVG_MAE:  20.0220594641
AVG_MAE_PER_AREA:  1.55846534473
STD_MAE:  12.499494032
CV_MAE:  0.97292829993



ITERATION 4768 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43615903406
AVG_RMSE_PER_AREA:  1.29264242011
STD_RMSE:  0.235090984367
CV_RMSE:  0.211598139045
AVG_MAE:  1.17982575305
AVG_MAE_PER_AREA:  1.06192474549
STD_MAE:  0.176880086108
CV_MAE:  0.159204306176



ITERATION 4769 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.9619555266
AVG_RMSE_PER_AREA:  3.34404754665
STD_RMSE:  48.4950951053
CV_RMSE:  3.77473282638
AVG_MAE:  19.7104962807
AVG_MAE_PER_AREA:  1.53421407203
STD_MAE:  12.2660183973
CV_MAE:  0.954755160138



ITERATION 4770 OF 6498
HP:  14
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42958177434
AVG_RMSE_PER_AREA:  1.28672243164
STD_RMSE:  0.274032380082
CV_RMSE:  0.246648087418
AVG_MAE:  1.17805928664
AVG_MAE_PER_AREA:  1.0603348036
STD_MAE:  0.181994871432
CV_MAE:  0.163807966581



ITERATION 4771 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.4498437549
AVG_RMSE_PER_AREA:  4.31607248083
STD_RMSE:  31.8753253379
CV_RMSE:  2.48109291555
AVG_MAE:  19.5522994082
AVG_MAE_PER_AREA:  1.52190043647
STD_MAE:  3.93051118533
CV_MAE:  0.305940828933



ITERATION 4772 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44908398472
AVG_RMSE_PER_AREA:  1.30427576928
STD_RMSE:  0.0285672502801
CV_RMSE:  0.025712500261
AVG_MAE:  1.18207945702
AVG_MAE_PER_AREA:  1.06395323488
STD_MAE:  0.0264947131258
CV_MAE:  0.0238470735364



ITERATION 4773 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.30410904
AVG_RMSE_PER_AREA:  4.4604036967
STD_RMSE:  32.4416103619
CV_RMSE:  2.52517107777
AVG_MAE:  20.3746167449
AVG_MAE_PER_AREA:  1.58590749198
STD_MAE:  4.70681736951
CV_MAE:  0.366366495289



ITERATION 4774 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47077666781
AVG_RMSE_PER_AREA:  1.32380068379
STD_RMSE:  0.0915387867123
CV_RMSE:  0.0823912366136
AVG_MAE:  1.19812316693
AVG_MAE_PER_AREA:  1.07839368299
STD_MAE:  0.0961743845767
CV_MAE:  0.0865635951756



ITERATION 4775 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.25583558
AVG_RMSE_PER_AREA:  4.14529655677
STD_RMSE:  38.292818505
CV_RMSE:  2.98061399223
AVG_MAE:  19.7871337146
AVG_MAE_PER_AREA:  1.54017933175
STD_MAE:  6.30123127206
CV_MAE:  0.490471551351



ITERATION 4776 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45612575192
AVG_RMSE_PER_AREA:  1.3106138466
STD_RMSE:  0.0885541096168
CV_RMSE:  0.0797048208807
AVG_MAE:  1.17912509193
AVG_MAE_PER_AREA:  1.06129410205
STD_MAE:  0.0682126865385
CV_MAE:  0.0613961337974



ITERATION 4777 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.2282202242
AVG_RMSE_PER_AREA:  4.14314704886
STD_RMSE:  37.9393730479
CV_RMSE:  2.95310271163
AVG_MAE:  20.3326077646
AVG_MAE_PER_AREA:  1.58263762156
STD_MAE:  6.70453250045
CV_MAE:  0.521863476296



ITERATION 4778 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45644255758
AVG_RMSE_PER_AREA:  1.31089899359
STD_RMSE:  0.109440198713
CV_RMSE:  0.0985037450359
AVG_MAE:  1.18263920548
AVG_MAE_PER_AREA:  1.0644570472
STD_MAE:  0.0915876410257
CV_MAE:  0.0824352088732



ITERATION 4779 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.232518103
AVG_RMSE_PER_AREA:  3.98780675533
STD_RMSE:  41.291742468
CV_RMSE:  3.21404248025
AVG_MAE:  20.1057557908
AVG_MAE_PER_AREA:  1.56498005041
STD_MAE:  7.59406662679
CV_MAE:  0.591102512936



ITERATION 4780 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44932482587
AVG_RMSE_PER_AREA:  1.30449254297
STD_RMSE:  0.142214705922
CV_RMSE:  0.128003067403
AVG_MAE:  1.17950389341
AVG_MAE_PER_AREA:  1.06163504957
STD_MAE:  0.101455487103
CV_MAE:  0.0913169525601



ITERATION 4781 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.2827495146
AVG_RMSE_PER_AREA:  3.83604180924
STD_RMSE:  42.8296661079
CV_RMSE:  3.33375048032
AVG_MAE:  20.0095261122
AVG_MAE_PER_AREA:  1.55748978102
STD_MAE:  9.28435438997
CV_MAE:  0.722670142443



ITERATION 4782 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45484636571
AVG_RMSE_PER_AREA:  1.30946231055
STD_RMSE:  0.149769887677
CV_RMSE:  0.134803253314
AVG_MAE:  1.18328984459
AVG_MAE_PER_AREA:  1.06504266737
STD_MAE:  0.11290567032
CV_MAE:  0.101622909069



ITERATION 4783 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.6999754407
AVG_RMSE_PER_AREA:  3.63500535269
STD_RMSE:  45.0978171066
CV_RMSE:  3.5102974901
AVG_MAE:  19.8993410164
AVG_MAE_PER_AREA:  1.54891325803
STD_MAE:  10.9383981156
CV_MAE:  0.85141662977



ITERATION 4784 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4361669053
AVG_RMSE_PER_AREA:  1.29264950477
STD_RMSE:  0.203469791504
CV_RMSE:  0.183136879324
AVG_MAE:  1.17298227066
AVG_MAE_PER_AREA:  1.05576513822
STD_MAE:  0.14466499822
CV_MAE:  0.130208499873



ITERATION 4785 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.4624906381
AVG_RMSE_PER_AREA:  3.46084532033
STD_RMSE:  47.8011699887
CV_RMSE:  3.72071948934
AVG_MAE:  20.0279758921
AVG_MAE_PER_AREA:  1.55892586419
STD_MAE:  12.5726067055
CV_MAE:  0.978619201416



ITERATION 4786 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4340476996
AVG_RMSE_PER_AREA:  1.29074207313
STD_RMSE:  0.236875819447
CV_RMSE:  0.213204614012
AVG_MAE:  1.17872099973
AVG_MAE_PER_AREA:  1.06093039113
STD_MAE:  0.180397828605
CV_MAE:  0.162370517625



ITERATION 4787 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.2853295194
AVG_RMSE_PER_AREA:  3.36921814222
STD_RMSE:  48.4471299918
CV_RMSE:  3.77099934595
AVG_MAE:  19.886563413
AVG_MAE_PER_AREA:  1.54791868241
STD_MAE:  12.3247594118
CV_MAE:  0.959327408843



ITERATION 4788 OF 6498
HP:  14
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42885816862
AVG_RMSE_PER_AREA:  1.28607113647
STD_RMSE:  0.274381744071
CV_RMSE:  0.246962539161
AVG_MAE:  1.17811263511
AVG_MAE_PER_AREA:  1.06038282091
STD_MAE:  0.184228583816
CV_MAE:  0.165818462155



ITERATION 4789 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.8517669279
AVG_RMSE_PER_AREA:  4.50303197081
STD_RMSE:  31.7433507456
CV_RMSE:  2.47082035448
AVG_MAE:  21.6593980896
AVG_MAE_PER_AREA:  1.68591155025
STD_MAE:  3.73869207018
CV_MAE:  0.291010124929



ITERATION 4790 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4848565577
AVG_RMSE_PER_AREA:  1.33647355811
STD_RMSE:  0.0238267823284
CV_RMSE:  0.0214457513702
AVG_MAE:  1.22431564789
AVG_MAE_PER_AREA:  1.10196872668
STD_MAE:  0.0177959142901
CV_MAE:  0.0160175531891



ITERATION 4791 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.4934778107
AVG_RMSE_PER_AREA:  4.63081850154
STD_RMSE:  30.6296885495
CV_RMSE:  2.38413576834
AVG_MAE:  21.7058254419
AVG_MAE_PER_AREA:  1.68952533532
STD_MAE:  4.22337162228
CV_MAE:  0.3287363282



ITERATION 4792 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47807167862
AVG_RMSE_PER_AREA:  1.33036669787
STD_RMSE:  0.0693330720206
CV_RMSE:  0.0624045581896
AVG_MAE:  1.22511443413
AVG_MAE_PER_AREA:  1.10268768952
STD_MAE:  0.0696434596322
CV_MAE:  0.0626839284988



ITERATION 4793 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.9205006706
AVG_RMSE_PER_AREA:  4.43054461298
STD_RMSE:  36.1419159125
CV_RMSE:  2.81319329526
AVG_MAE:  22.0665680612
AVG_MAE_PER_AREA:  1.71760460816
STD_MAE:  5.62720990429
CV_MAE:  0.438007470663



ITERATION 4794 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.48187586621
AVG_RMSE_PER_AREA:  1.3337907297
STD_RMSE:  0.0862124234181
CV_RMSE:  0.0775971414085
AVG_MAE:  1.22664897537
AVG_MAE_PER_AREA:  1.10406888273
STD_MAE:  0.0708460465454
CV_MAE:  0.0637663398621



ITERATION 4795 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.2562137173
AVG_RMSE_PER_AREA:  4.22316340465
STD_RMSE:  37.3475756371
CV_RMSE:  2.90703873117
AVG_MAE:  21.3901911452
AVG_MAE_PER_AREA:  1.66495717769
STD_MAE:  5.58654279195
CV_MAE:  0.434842047777



ITERATION 4796 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45299098142
AVG_RMSE_PER_AREA:  1.30779233642
STD_RMSE:  0.11014099075
CV_RMSE:  0.0991345063189
AVG_MAE:  1.20376165801
AVG_MAE_PER_AREA:  1.08346871478
STD_MAE:  0.104142559119
CV_MAE:  0.0937355031463



ITERATION 4797 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.3193062709
AVG_RMSE_PER_AREA:  4.15023695125
STD_RMSE:  40.3748032464
CV_RMSE:  3.14267030185
AVG_MAE:  21.5626563348
AVG_MAE_PER_AREA:  1.67838142217
STD_MAE:  7.18239686205
CV_MAE:  0.559059202758



ITERATION 4798 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46713022932
AVG_RMSE_PER_AREA:  1.32051863706
STD_RMSE:  0.137960079145
CV_RMSE:  0.124173609159
AVG_MAE:  1.21692702133
AVG_MAE_PER_AREA:  1.09531845196
STD_MAE:  0.108012388294
CV_MAE:  0.0972186169469



ITERATION 4799 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.8703288604
AVG_RMSE_PER_AREA:  4.03745229573
STD_RMSE:  41.8242141918
CV_RMSE:  3.25548870261
AVG_MAE:  22.0432030948
AVG_MAE_PER_AREA:  1.71578593958
STD_MAE:  8.8903823369
CV_MAE:  0.692004376386



ITERATION 4800 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.46337636547
AVG_RMSE_PER_AREA:  1.31713990007
STD_RMSE:  0.161596929307
CV_RMSE:  0.145448408448
AVG_MAE:  1.22374263435
AVG_MAE_PER_AREA:  1.10145297488
STD_MAE:  0.125145940467
CV_MAE:  0.112639998437



ITERATION 4801 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.198315067
AVG_RMSE_PER_AREA:  3.82946965013
STD_RMSE:  43.676213912
CV_RMSE:  3.39964357277
AVG_MAE:  21.2493760971
AVG_MAE_PER_AREA:  1.6539964984
STD_MAE:  9.28781657639
CV_MAE:  0.722939630083



ITERATION 4802 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45692253258
AVG_RMSE_PER_AREA:  1.31133100428
STD_RMSE:  0.17176349408
CV_RMSE:  0.154599019613
AVG_MAE:  1.21578851874
AVG_MAE_PER_AREA:  1.09429372091
STD_MAE:  0.133457596057
CV_MAE:  0.120121063098



ITERATION 4803 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.9644514593
AVG_RMSE_PER_AREA:  3.57775406757
STD_RMSE:  46.7526261335
CV_RMSE:  3.6391035465
AVG_MAE:  20.4999418454
AVG_MAE_PER_AREA:  1.59566247379
STD_MAE:  10.9947828191
CV_MAE:  0.855805469317



ITERATION 4804 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44197177612
AVG_RMSE_PER_AREA:  1.29787428984
STD_RMSE:  0.213080206269
CV_RMSE:  0.191786917031
AVG_MAE:  1.20356167812
AVG_MAE_PER_AREA:  1.08328871905
STD_MAE:  0.163035983852
CV_MAE:  0.146743657028



ITERATION 4805 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.6919975082
AVG_RMSE_PER_AREA:  3.47870954175
STD_RMSE:  47.7395372052
CV_RMSE:  3.71592215281
AVG_MAE:  20.9606458154
AVG_MAE_PER_AREA:  1.63152247974
STD_MAE:  11.9651981127
CV_MAE:  0.931340086914



ITERATION 4806 OF 6498
HP:  15
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.45227177507
AVG_RMSE_PER_AREA:  1.30714500098
STD_RMSE:  0.242095375848
CV_RMSE:  0.217902575629
AVG_MAE:  1.21663243329
AVG_MAE_PER_AREA:  1.09505330235
STD_MAE:  0.17699461336
CV_MAE:  0.159307388621



ITERATION 4807 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.4538839391
AVG_RMSE_PER_AREA:  4.39422437298
STD_RMSE:  31.6145097052
CV_RMSE:  2.460791701
AVG_MAE:  19.7796888396
AVG_MAE_PER_AREA:  1.53959984193
STD_MAE:  2.71402076522
CV_MAE:  0.211252359681



ITERATION 4808 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42913319346
AVG_RMSE_PER_AREA:  1.28631867784
STD_RMSE:  0.0214679265449
CV_RMSE:  0.0193226180845
AVG_MAE:  1.18001376398
AVG_MAE_PER_AREA:  1.06209396833
STD_MAE:  0.0213807993024
CV_MAE:  0.0192441975427



ITERATION 4809 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.668885381
AVG_RMSE_PER_AREA:  4.56663435866
STD_RMSE:  31.5947605656
CV_RMSE:  2.45925447902
AVG_MAE:  21.2053176873
AVG_MAE_PER_AREA:  1.65056710569
STD_MAE:  4.29642199195
CV_MAE:  0.334422380114



ITERATION 4810 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45606309216
AVG_RMSE_PER_AREA:  1.31055744848
STD_RMSE:  0.0655776495058
CV_RMSE:  0.0590244182936
AVG_MAE:  1.2060376306
AVG_MAE_PER_AREA:  1.08551724746
STD_MAE:  0.0541626473239
CV_MAE:  0.0487501271489



ITERATION 4811 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.634477773
AVG_RMSE_PER_AREA:  4.33044391545
STD_RMSE:  36.8920550527
CV_RMSE:  2.87158218656
AVG_MAE:  21.0460443222
AVG_MAE_PER_AREA:  1.63816967873
STD_MAE:  5.64843921263
CV_MAE:  0.43965990514



ITERATION 4812 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45406397276
AVG_RMSE_PER_AREA:  1.3087581028
STD_RMSE:  0.0744054552058
CV_RMSE:  0.0669700537376
AVG_MAE:  1.20200011259
AVG_MAE_PER_AREA:  1.08188320211
STD_MAE:  0.0619552175099
CV_MAE:  0.0557639790589



ITERATION 4813 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.3786625236
AVG_RMSE_PER_AREA:  4.15485708851
STD_RMSE:  38.2890481672
CV_RMSE:  2.98032051888
AVG_MAE:  21.1429769667
AVG_MAE_PER_AREA:  1.64571466517
STD_MAE:  6.61740785206
CV_MAE:  0.515081918913



ITERATION 4814 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44642122045
AVG_RMSE_PER_AREA:  1.30187909735
STD_RMSE:  0.103695877537
CV_RMSE:  0.0933334588417
AVG_MAE:  1.19703390895
AVG_MAE_PER_AREA:  1.07741327549
STD_MAE:  0.0966582270015
CV_MAE:  0.0869990868085



ITERATION 4815 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.4852066884
AVG_RMSE_PER_AREA:  4.08531279619
STD_RMSE:  40.8981894634
CV_RMSE:  3.18340933184
AVG_MAE:  21.0940122926
AVG_MAE_PER_AREA:  1.64190338153
STD_MAE:  7.88244059754
CV_MAE:  0.613548797273



ITERATION 4816 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44131808279
AVG_RMSE_PER_AREA:  1.29728592064
STD_RMSE:  0.128929984865
CV_RMSE:  0.116045900008
AVG_MAE:  1.18862175332
AVG_MAE_PER_AREA:  1.06984175385
STD_MAE:  0.0899416998491
CV_MAE:  0.0809537480215



ITERATION 4817 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.3562841099
AVG_RMSE_PER_AREA:  3.91960296668
STD_RMSE:  41.7341653233
CV_RMSE:  3.24847953149
AVG_MAE:  20.3900967118
AVG_MAE_PER_AREA:  1.58711241258
STD_MAE:  8.10907459813
CV_MAE:  0.631189401951



ITERATION 4818 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43004973423
AVG_RMSE_PER_AREA:  1.2871436279
STD_RMSE:  0.15229080473
CV_RMSE:  0.137072252946
AVG_MAE:  1.18529115046
AVG_MAE_PER_AREA:  1.06684398101
STD_MAE:  0.116491510654
CV_MAE:  0.104850413278



ITERATION 4819 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.0331007514
AVG_RMSE_PER_AREA:  3.81660979494
STD_RMSE:  43.632446979
CV_RMSE:  3.39623686786
AVG_MAE:  21.2731904762
AVG_MAE_PER_AREA:  1.6558501481
STD_MAE:  9.85251817985
CV_MAE:  0.766894542947



ITERATION 4820 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43174300197
AVG_RMSE_PER_AREA:  1.28866768592
STD_RMSE:  0.17722563459
CV_RMSE:  0.1595153237
AVG_MAE:  1.19056744667
AVG_MAE_PER_AREA:  1.07159301238
STD_MAE:  0.131457756868
CV_MAE:  0.118321069568



ITERATION 4821 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.9311384118
AVG_RMSE_PER_AREA:  3.57516106607
STD_RMSE:  46.4607114057
CV_RMSE:  3.61638165879
AVG_MAE:  20.5745704539
AVG_MAE_PER_AREA:  1.60147137174
STD_MAE:  11.2356219683
CV_MAE:  0.874551766035



ITERATION 4822 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42862097046
AVG_RMSE_PER_AREA:  1.28585764173
STD_RMSE:  0.224540644373
CV_RMSE:  0.202102103648
AVG_MAE:  1.19376208291
AVG_MAE_PER_AREA:  1.07446840586
STD_MAE:  0.170197653519
CV_MAE:  0.153189654853



ITERATION 4823 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.3289586017
AVG_RMSE_PER_AREA:  3.45045153185
STD_RMSE:  48.2773023317
CV_RMSE:  3.75778039995
AVG_MAE:  20.7018510626
AVG_MAE_PER_AREA:  1.61137856526
STD_MAE:  12.7045413126
CV_MAE:  0.988888650132



ITERATION 4824 OF 6498
HP:  15
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41918089705
AVG_RMSE_PER_AREA:  1.27736092301
STD_RMSE:  0.261405173221
CV_RMSE:  0.235282728255
AVG_MAE:  1.18720452993
AVG_MAE_PER_AREA:  1.06856615482
STD_MAE:  0.18103649043
CV_MAE:  0.162945357421



ITERATION 4825 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.0864110498
AVG_RMSE_PER_AREA:  4.36562123332
STD_RMSE:  31.9926865739
CV_RMSE:  2.49022801074
AVG_MAE:  19.3209140864
AVG_MAE_PER_AREA:  1.50389000123
STD_MAE:  2.7880439012
CV_MAE:  0.21701412921



ITERATION 4826 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44337796976
AVG_RMSE_PER_AREA:  1.29913996133
STD_RMSE:  0.0407851676603
CV_RMSE:  0.036709470594
AVG_MAE:  1.18540392246
AVG_MAE_PER_AREA:  1.06694548362
STD_MAE:  0.0296320834588
CV_MAE:  0.0266709237394



ITERATION 4827 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.7335805502
AVG_RMSE_PER_AREA:  4.49383264872
STD_RMSE:  30.684775472
CV_RMSE:  2.38842359197
AVG_MAE:  19.5363849141
AVG_MAE_PER_AREA:  1.52066169339
STD_MAE:  3.10004802983
CV_MAE:  0.241299723944



ITERATION 4828 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45329901856
AVG_RMSE_PER_AREA:  1.30806959115
STD_RMSE:  0.059488518333
CV_RMSE:  0.0535437792634
AVG_MAE:  1.20240990636
AVG_MAE_PER_AREA:  1.08225204484
STD_MAE:  0.0505732001801
CV_MAE:  0.0455193765615



ITERATION 4829 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.989339905
AVG_RMSE_PER_AREA:  4.1245532224
STD_RMSE:  37.3078929991
CV_RMSE:  2.90394993722
AVG_MAE:  18.6454385325
AVG_MAE_PER_AREA:  1.45131273045
STD_MAE:  5.2144250009
CV_MAE:  0.405877360975



ITERATION 4830 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44703410507
AVG_RMSE_PER_AREA:  1.30243073588
STD_RMSE:  0.102600851125
CV_RMSE:  0.0923478593651
AVG_MAE:  1.19658231406
AVG_MAE_PER_AREA:  1.07700680888
STD_MAE:  0.0781730814362
CV_MAE:  0.0703611778215



ITERATION 4831 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.4291447578
AVG_RMSE_PER_AREA:  4.00311166579
STD_RMSE:  38.1837523823
CV_RMSE:  2.97212456721
AVG_MAE:  18.7950649997
AVG_MAE_PER_AREA:  1.46295926782
STD_MAE:  5.37751482832
CV_MAE:  0.418571851498



ITERATION 4832 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44506205758
AVG_RMSE_PER_AREA:  1.3006557568
STD_RMSE:  0.112876048043
CV_RMSE:  0.101596246972
AVG_MAE:  1.19478307478
AVG_MAE_PER_AREA:  1.07538736913
STD_MAE:  0.0723351564668
CV_MAE:  0.0651066417416



ITERATION 4833 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.1216853252
AVG_RMSE_PER_AREA:  3.90134240379
STD_RMSE:  41.0377978421
CV_RMSE:  3.19427608711
AVG_MAE:  18.866535269
AVG_MAE_PER_AREA:  1.46852232881
STD_MAE:  6.57293938221
CV_MAE:  0.511620608186



ITERATION 4834 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4497850211
AVG_RMSE_PER_AREA:  1.30490675049
STD_RMSE:  0.135923215317
CV_RMSE:  0.122340290894
AVG_MAE:  1.19947808762
AVG_MAE_PER_AREA:  1.07961320528
STD_MAE:  0.0809741451635
CV_MAE:  0.0728823288288



ITERATION 4835 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.7592084673
AVG_RMSE_PER_AREA:  3.79529072765
STD_RMSE:  42.3820203951
CV_RMSE:  3.29890689535
AVG_MAE:  19.2756273372
AVG_MAE_PER_AREA:  1.50036499775
STD_MAE:  8.27197610911
CV_MAE:  0.643869234409



ITERATION 4836 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44883146792
AVG_RMSE_PER_AREA:  1.3040484867
STD_RMSE:  0.151334604694
CV_RMSE:  0.136211606806
AVG_MAE:  1.20168751308
AVG_MAE_PER_AREA:  1.08160184094
STD_MAE:  0.102442831017
CV_MAE:  0.0922056303438



ITERATION 4837 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.779208419
AVG_RMSE_PER_AREA:  3.56333522823
STD_RMSE:  44.5635027859
CV_RMSE:  3.46870784476
AVG_MAE:  18.9658297292
AVG_MAE_PER_AREA:  1.47625115288
STD_MAE:  8.94879127123
CV_MAE:  0.696550776827



ITERATION 4838 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44097962888
AVG_RMSE_PER_AREA:  1.29698128872
STD_RMSE:  0.185380288461
CV_RMSE:  0.166855075959
AVG_MAE:  1.19797963878
AVG_MAE_PER_AREA:  1.07826449772
STD_MAE:  0.113359543816
CV_MAE:  0.102031426594



ITERATION 4839 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  42.662557153
AVG_RMSE_PER_AREA:  3.3207431513
STD_RMSE:  47.4540699781
CV_RMSE:  3.69370212188
AVG_MAE:  18.4350641418
AVG_MAE_PER_AREA:  1.43493773177
STD_MAE:  10.7200612338
CV_MAE:  0.834421851364



ITERATION 4840 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42755091747
AVG_RMSE_PER_AREA:  1.28489452006
STD_RMSE:  0.236220849557
CV_RMSE:  0.212615095829
AVG_MAE:  1.19219082919
AVG_MAE_PER_AREA:  1.07305416889
STD_MAE:  0.159441968268
CV_MAE:  0.143508794528



ITERATION 4841 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.8352952554
AVG_RMSE_PER_AREA:  3.25635122395
STD_RMSE:  48.1965932521
CV_RMSE:  3.75149821385
AVG_MAE:  18.9428289511
AVG_MAE_PER_AREA:  1.47446083178
STD_MAE:  11.5047650003
CV_MAE:  0.895501163818



ITERATION 4842 OF 6498
HP:  15
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4269178226
AVG_RMSE_PER_AREA:  1.2843246909
STD_RMSE:  0.266296510125
CV_RMSE:  0.239685269634
AVG_MAE:  1.19533338077
AVG_MAE_PER_AREA:  1.07588268257
STD_MAE:  0.177742743252
CV_MAE:  0.159980757246



ITERATION 4843 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.4688744851
AVG_RMSE_PER_AREA:  4.31755378367
STD_RMSE:  32.9669882896
CV_RMSE:  2.56606513738
AVG_MAE:  18.3269201804
AVG_MAE_PER_AREA:  1.42652008541
STD_MAE:  3.18379914209
CV_MAE:  0.247818693997



ITERATION 4844 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44783232136
AVG_RMSE_PER_AREA:  1.30314918572
STD_RMSE:  0.0497108916123
CV_RMSE:  0.0447432392345
AVG_MAE:  1.1787480415
AVG_MAE_PER_AREA:  1.06095473059
STD_MAE:  0.0407519433451
CV_MAE:  0.0366795664134



ITERATION 4845 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.894630809
AVG_RMSE_PER_AREA:  4.35069355519
STD_RMSE:  33.221869385
CV_RMSE:  2.58590442289
AVG_MAE:  18.2971482823
AVG_MAE_PER_AREA:  1.42420271783
STD_MAE:  5.00662865729
CV_MAE:  0.389703030814



ITERATION 4846 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4510556399
AVG_RMSE_PER_AREA:  1.30605039525
STD_RMSE:  0.0851307830237
CV_RMSE:  0.0766235902739
AVG_MAE:  1.18386759696
AVG_MAE_PER_AREA:  1.06556268445
STD_MAE:  0.0753016513116
CV_MAE:  0.0677766921917



ITERATION 4847 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.9747266858
AVG_RMSE_PER_AREA:  4.1234157672
STD_RMSE:  37.9540956962
CV_RMSE:  2.95424868451
AVG_MAE:  18.7343020574
AVG_MAE_PER_AREA:  1.45822963749
STD_MAE:  5.52645156492
CV_MAE:  0.430164702021



ITERATION 4848 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44919958938
AVG_RMSE_PER_AREA:  1.30437982146
STD_RMSE:  0.0803581439744
CV_RMSE:  0.0723278851711
AVG_MAE:  1.18736780179
AVG_MAE_PER_AREA:  1.06871311079
STD_MAE:  0.0650911736191
CV_MAE:  0.0585865563629



ITERATION 4849 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.0974339386
AVG_RMSE_PER_AREA:  3.97729215321
STD_RMSE:  39.0894504797
CV_RMSE:  3.04262176557
AVG_MAE:  18.6312002868
AVG_MAE_PER_AREA:  1.45020446222
STD_MAE:  6.3748127071
CV_MAE:  0.496198940022



ITERATION 4850 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45057296085
AVG_RMSE_PER_AREA:  1.30561595074
STD_RMSE:  0.116081141523
CV_RMSE:  0.104481052689
AVG_MAE:  1.19618027675
AVG_MAE_PER_AREA:  1.0766449475
STD_MAE:  0.0920265266189
CV_MAE:  0.0828302362496



ITERATION 4851 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  49.8519449247
AVG_RMSE_PER_AREA:  3.88034650839
STD_RMSE:  42.0354041178
CV_RMSE:  3.27192718045
AVG_MAE:  18.7383845902
AVG_MAE_PER_AREA:  1.45854741129
STD_MAE:  7.69803592181
CV_MAE:  0.599195214064



ITERATION 4852 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45239796767
AVG_RMSE_PER_AREA:  1.30725858305
STD_RMSE:  0.151349998226
CV_RMSE:  0.136225462049
AVG_MAE:  1.19155801869
AVG_MAE_PER_AREA:  1.07248459569
STD_MAE:  0.107945007166
CV_MAE:  0.0971579692731



ITERATION 4853 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.2099156903
AVG_RMSE_PER_AREA:  3.752535198
STD_RMSE:  43.1357598289
CV_RMSE:  3.3575760242
AVG_MAE:  18.9454932302
AVG_MAE_PER_AREA:  1.47466821237
STD_MAE:  8.55926308211
CV_MAE:  0.666230909651



ITERATION 4854 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44690044919
AVG_RMSE_PER_AREA:  1.30231043634
STD_RMSE:  0.146983629239
CV_RMSE:  0.13229542809
AVG_MAE:  1.19125843841
AVG_MAE_PER_AREA:  1.07221495272
STD_MAE:  0.102981322545
CV_MAE:  0.0926903099473



ITERATION 4855 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.4580383694
AVG_RMSE_PER_AREA:  3.5383361819
STD_RMSE:  45.2193741539
CV_RMSE:  3.5197591764
AVG_MAE:  18.8146337255
AVG_MAE_PER_AREA:  1.46448244685
STD_MAE:  9.68740256399
CV_MAE:  0.754042370289



ITERATION 4856 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44264207584
AVG_RMSE_PER_AREA:  1.29847760592
STD_RMSE:  0.191332033696
CV_RMSE:  0.172212058147
AVG_MAE:  1.19631198693
AVG_MAE_PER_AREA:  1.07676349577
STD_MAE:  0.137279142709
CV_MAE:  0.123560719289



ITERATION 4857 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.2092516658
AVG_RMSE_PER_AREA:  3.36329643878
STD_RMSE:  47.6500108977
CV_RMSE:  3.70895365649
AVG_MAE:  18.5284312633
AVG_MAE_PER_AREA:  1.44220518713
STD_MAE:  11.5980157148
CV_MAE:  0.902759558352



ITERATION 4858 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4390372557
AVG_RMSE_PER_AREA:  1.29523301858
STD_RMSE:  0.232591827918
CV_RMSE:  0.20934872546
AVG_MAE:  1.20216965764
AVG_MAE_PER_AREA:  1.08203580438
STD_MAE:  0.169408983015
CV_MAE:  0.152479796875



ITERATION 4859 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.0204002965
AVG_RMSE_PER_AREA:  3.19292190713
STD_RMSE:  49.0271176931
CV_RMSE:  3.81614408915
AVG_MAE:  18.7380355158
AVG_MAE_PER_AREA:  1.45852024024
STD_MAE:  12.2521884193
CV_MAE:  0.953678670409



ITERATION 4860 OF 6498
HP:  15
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42200187102
AVG_RMSE_PER_AREA:  1.27989999461
STD_RMSE:  0.256311821002
CV_RMSE:  0.230698359127
AVG_MAE:  1.18948486443
AVG_MAE_PER_AREA:  1.07061861352
STD_MAE:  0.166427921796
CV_MAE:  0.149796635681



ITERATION 4861 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.2715738986
AVG_RMSE_PER_AREA:  4.53570866006
STD_RMSE:  31.2087342197
CV_RMSE:  2.42920718628
AVG_MAE:  19.7650326582
AVG_MAE_PER_AREA:  1.53845904266
STD_MAE:  2.26587166539
CV_MAE:  0.176369592371



ITERATION 4862 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4213241356
AVG_RMSE_PER_AREA:  1.27928998588
STD_RMSE:  0.0266669527076
CV_RMSE:  0.0240021010678
AVG_MAE:  1.15869493597
AVG_MAE_PER_AREA:  1.04290554923
STD_MAE:  0.0149631709687
CV_MAE:  0.013467888357



ITERATION 4863 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.5306559942
AVG_RMSE_PER_AREA:  4.47803752592
STD_RMSE:  31.6712008708
CV_RMSE:  2.46520439476
AVG_MAE:  19.4120183097
AVG_MAE_PER_AREA:  1.51098131843
STD_MAE:  3.77764736757
CV_MAE:  0.294042304565



ITERATION 4864 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.41986547683
AVG_RMSE_PER_AREA:  1.27797709215
STD_RMSE:  0.0764001065351
CV_RMSE:  0.0687653778351
AVG_MAE:  1.16885200898
AVG_MAE_PER_AREA:  1.05204761715
STD_MAE:  0.0826114663636
CV_MAE:  0.0743560311057



ITERATION 4865 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.9279756223
AVG_RMSE_PER_AREA:  4.19761419994
STD_RMSE:  37.4135323046
CV_RMSE:  2.91217262765
AVG_MAE:  19.3837502689
AVG_MAE_PER_AREA:  1.50878100722
STD_MAE:  4.78014918052
CV_MAE:  0.37207445387



ITERATION 4866 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4250149944
AVG_RMSE_PER_AREA:  1.28261201397
STD_RMSE:  0.0948669045096
CV_RMSE:  0.085386772722
AVG_MAE:  1.16954436718
AVG_MAE_PER_AREA:  1.0526707874
STD_MAE:  0.0669990535218
CV_MAE:  0.0603037801774



ITERATION 4867 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.3504227621
AVG_RMSE_PER_AREA:  4.15265897848
STD_RMSE:  38.0966353853
CV_RMSE:  2.96534360539
AVG_MAE:  19.4599637696
AVG_MAE_PER_AREA:  1.51471326908
STD_MAE:  5.20778686189
CV_MAE:  0.405360665397



ITERATION 4868 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.42089283249
AVG_RMSE_PER_AREA:  1.27890178326
STD_RMSE:  0.103805295959
CV_RMSE:  0.093431942986
AVG_MAE:  1.16273859796
AVG_MAE_PER_AREA:  1.04654512458
STD_MAE:  0.087050066151
CV_MAE:  0.0783510777789



ITERATION 4869 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.2659126695
AVG_RMSE_PER_AREA:  3.99040610205
STD_RMSE:  41.3138214519
CV_RMSE:  3.21576105128
AVG_MAE:  19.8969797134
AVG_MAE_PER_AREA:  1.54872946031
STD_MAE:  7.04863212522
CV_MAE:  0.548647301472



ITERATION 4870 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.41914747205
AVG_RMSE_PER_AREA:  1.27733083821
STD_RMSE:  0.158624555905
CV_RMSE:  0.14277306689
AVG_MAE:  1.17008696317
AVG_MAE_PER_AREA:  1.0531591613
STD_MAE:  0.120343529479
CV_MAE:  0.108317496532



ITERATION 4871 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.1715768595
AVG_RMSE_PER_AREA:  3.90522583184
STD_RMSE:  42.6540080054
CV_RMSE:  3.32007770776
AVG_MAE:  19.8165918762
AVG_MAE_PER_AREA:  1.54247227889
STD_MAE:  7.32505780093
CV_MAE:  0.570163561413



ITERATION 4872 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42160872947
AVG_RMSE_PER_AREA:  1.27954614004
STD_RMSE:  0.160168827779
CV_RMSE:  0.144163018341
AVG_MAE:  1.17588567287
AVG_MAE_PER_AREA:  1.05837840094
STD_MAE:  0.119011214045
CV_MAE:  0.107118320531



ITERATION 4873 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.650022181
AVG_RMSE_PER_AREA:  3.70895453476
STD_RMSE:  44.9846115486
CV_RMSE:  3.50148586214
AVG_MAE:  19.7658400747
AVG_MAE_PER_AREA:  1.53852188987
STD_MAE:  9.4954061481
CV_MAE:  0.739097865654



ITERATION 4874 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41720161838
AVG_RMSE_PER_AREA:  1.27557943538
STD_RMSE:  0.186004478742
CV_RMSE:  0.167416890366
AVG_MAE:  1.16647169404
AVG_MAE_PER_AREA:  1.04990516915
STD_MAE:  0.129342283121
CV_MAE:  0.116416996942



ITERATION 4875 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.9660986373
AVG_RMSE_PER_AREA:  3.50004486499
STD_RMSE:  47.8490008572
CV_RMSE:  3.72444252049
AVG_MAE:  19.6034070825
AVG_MAE_PER_AREA:  1.52587852571
STD_MAE:  10.7173034491
CV_MAE:  0.83420719254



ITERATION 4876 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.40491312034
AVG_RMSE_PER_AREA:  1.26451893756
STD_RMSE:  0.228144881186
CV_RMSE:  0.20534616596
AVG_MAE:  1.16594700293
AVG_MAE_PER_AREA:  1.04943291088
STD_MAE:  0.173279275074
CV_MAE:  0.155963327302



ITERATION 4877 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.1050789235
AVG_RMSE_PER_AREA:  3.35518790184
STD_RMSE:  48.933467661
CV_RMSE:  3.80885461276
AVG_MAE:  19.611837601
AVG_MAE_PER_AREA:  1.52653473547
STD_MAE:  11.8623952705
CV_MAE:  0.923338179452



ITERATION 4878 OF 6498
HP:  15
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.3908853446
AVG_RMSE_PER_AREA:  1.25189296959
STD_RMSE:  0.269207012552
CV_RMSE:  0.242304923037
AVG_MAE:  1.16101741674
AVG_MAE_PER_AREA:  1.0449959425
STD_MAE:  0.187742278503
CV_MAE:  0.168981030294



ITERATION 4879 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.6931384101
AVG_RMSE_PER_AREA:  4.72419698106
STD_RMSE:  29.3514064277
CV_RMSE:  2.28463759278
AVG_MAE:  21.0566362862
AVG_MAE_PER_AREA:  1.63899412982
STD_MAE:  1.77963646501
CV_MAE:  0.138522301459



ITERATION 4880 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44533090742
AVG_RMSE_PER_AREA:  1.30089774023
STD_RMSE:  0.0617794641852
CV_RMSE:  0.0556057889159
AVG_MAE:  1.18628094034
AVG_MAE_PER_AREA:  1.06773486034
STD_MAE:  0.0215250129157
CV_MAE:  0.0193739997649



ITERATION 4881 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.3060930607
AVG_RMSE_PER_AREA:  4.38272071309
STD_RMSE:  31.9026256306
CV_RMSE:  2.48321789974
AVG_MAE:  19.701775753
AVG_MAE_PER_AREA:  1.5335352887
STD_MAE:  4.38702115694
CV_MAE:  0.341474384887



ITERATION 4882 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44263504683
AVG_RMSE_PER_AREA:  1.29847127933
STD_RMSE:  0.0942944361511
CV_RMSE:  0.0848715116215
AVG_MAE:  1.18425759363
AVG_MAE_PER_AREA:  1.06591370841
STD_MAE:  0.0758690204415
CV_MAE:  0.068287363634



ITERATION 4883 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.3714337001
AVG_RMSE_PER_AREA:  4.23213183023
STD_RMSE:  37.2324256049
CV_RMSE:  2.89807575037
AVG_MAE:  19.1018556443
AVG_MAE_PER_AREA:  1.48683905844
STD_MAE:  5.10109018241
CV_MAE:  0.397055671714



ITERATION 4884 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43230734241
AVG_RMSE_PER_AREA:  1.28917563134
STD_RMSE:  0.0928986856615
CV_RMSE:  0.0836152396851
AVG_MAE:  1.16652369169
AVG_MAE_PER_AREA:  1.04995197062
STD_MAE:  0.0774837878398
CV_MAE:  0.06974076593



ITERATION 4885 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.8610928541
AVG_RMSE_PER_AREA:  4.11457080352
STD_RMSE:  37.1958706011
CV_RMSE:  2.89523040338
AVG_MAE:  19.306454908
AVG_MAE_PER_AREA:  1.50276453617
STD_MAE:  5.65778096304
CV_MAE:  0.440387042839



ITERATION 4886 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4390248966
AVG_RMSE_PER_AREA:  1.29522189453
STD_RMSE:  0.136370277659
CV_RMSE:  0.12274267791
AVG_MAE:  1.17430879535
AVG_MAE_PER_AREA:  1.05695910215
STD_MAE:  0.100482503823
CV_MAE:  0.0904412003407



ITERATION 4887 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.6433830431
AVG_RMSE_PER_AREA:  3.94195000539
STD_RMSE:  41.1858806579
CV_RMSE:  3.20580247065
AVG_MAE:  18.2205351433
AVG_MAE_PER_AREA:  1.41823934916
STD_MAE:  7.0771225169
CV_MAE:  0.550864919903



ITERATION 4888 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43161063197
AVG_RMSE_PER_AREA:  1.28854854378
STD_RMSE:  0.147366507429
CV_RMSE:  0.132640044932
AVG_MAE:  1.172518003
AVG_MAE_PER_AREA:  1.05534726522
STD_MAE:  0.102837173656
CV_MAE:  0.0925605659819



ITERATION 4889 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.2805147027
AVG_RMSE_PER_AREA:  3.83586785725
STD_RMSE:  43.0677533006
CV_RMSE:  3.35228257186
AVG_MAE:  17.987997421
AVG_MAE_PER_AREA:  1.40013921405
STD_MAE:  7.47417945196
CV_MAE:  0.581770805198



ITERATION 4890 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42326210159
AVG_RMSE_PER_AREA:  1.28103428926
STD_RMSE:  0.185672127888
CV_RMSE:  0.16711775162
AVG_MAE:  1.16405265373
AVG_MAE_PER_AREA:  1.04772786562
STD_MAE:  0.137037918023
CV_MAE:  0.123343600395



ITERATION 4891 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.024027653
AVG_RMSE_PER_AREA:  3.66022873911
STD_RMSE:  43.3816059123
CV_RMSE:  3.37671204774
AVG_MAE:  19.312159253
AVG_MAE_PER_AREA:  1.50320854763
STD_MAE:  7.91361932218
CV_MAE:  0.615975668592



ITERATION 4892 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41451176477
AVG_RMSE_PER_AREA:  1.27315838116
STD_RMSE:  0.205839110046
CV_RMSE:  0.185269429815
AVG_MAE:  1.1717347801
AVG_MAE_PER_AREA:  1.05464231047
STD_MAE:  0.141453916383
CV_MAE:  0.127318304221



ITERATION 4893 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.867368035
AVG_RMSE_PER_AREA:  3.41452251551
STD_RMSE:  46.9681611583
CV_RMSE:  3.6558802356
AVG_MAE:  19.3228850831
AVG_MAE_PER_AREA:  1.50404341852
STD_MAE:  10.6043033068
CV_MAE:  0.825411553607



ITERATION 4894 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.40117033509
AVG_RMSE_PER_AREA:  1.26115017208
STD_RMSE:  0.239665230313
CV_RMSE:  0.215715276638
AVG_MAE:  1.16191638372
AVG_MAE_PER_AREA:  1.04580507492
STD_MAE:  0.172470148219
CV_MAE:  0.155235057193



ITERATION 4895 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.5894255451
AVG_RMSE_PER_AREA:  3.39288819066
STD_RMSE:  47.2287552846
CV_RMSE:  3.67616420866
AVG_MAE:  19.817018789
AVG_MAE_PER_AREA:  1.54250550868
STD_MAE:  11.7612608066
CV_MAE:  0.915466134249



ITERATION 4896 OF 6498
HP:  15
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41161931296
AVG_RMSE_PER_AREA:  1.27055497456
STD_RMSE:  0.268406678118
CV_RMSE:  0.241584566715
AVG_MAE:  1.17754554191
AVG_MAE_PER_AREA:  1.05987239782
STD_MAE:  0.184944718698
CV_MAE:  0.166463033059



ITERATION 4897 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.9336802626
AVG_RMSE_PER_AREA:  4.66508272231
STD_RMSE:  30.3328295863
CV_RMSE:  2.36102903412
AVG_MAE:  20.7039857358
AVG_MAE_PER_AREA:  1.6115447227
STD_MAE:  0.534386980826
CV_MAE:  0.0415953010121



ITERATION 4898 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41269028014
AVG_RMSE_PER_AREA:  1.27151891906
STD_RMSE:  0.0672545686074
CV_RMSE:  0.0605337614195
AVG_MAE:  1.12983799882
AVG_MAE_PER_AREA:  1.01693231077
STD_MAE:  0.0320869626011
CV_MAE:  0.0288804846866



ITERATION 4899 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.4983874596
AVG_RMSE_PER_AREA:  4.55336324126
STD_RMSE:  31.4361914047
CV_RMSE:  2.4469118655
AVG_MAE:  19.8243399303
AVG_MAE_PER_AREA:  1.54307536739
STD_MAE:  3.19885532034
CV_MAE:  0.248990627986



ITERATION 4900 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.41746324229
AVG_RMSE_PER_AREA:  1.27581491498
STD_RMSE:  0.0703700604284
CV_RMSE:  0.0633379194493
AVG_MAE:  1.1391339147
AVG_MAE_PER_AREA:  1.02529927773
STD_MAE:  0.0367803696392
CV_MAE:  0.0331048755016



ITERATION 4901 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.1803363533
AVG_RMSE_PER_AREA:  4.2172573068
STD_RMSE:  36.8839619336
CV_RMSE:  2.8709522391
AVG_MAE:  18.4843057421
AVG_MAE_PER_AREA:  1.43877057064
STD_MAE:  4.84515907625
CV_MAE:  0.37713465608



ITERATION 4902 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4474466599
AVG_RMSE_PER_AREA:  1.30280206374
STD_RMSE:  0.0751745127632
CV_RMSE:  0.0676622587084
AVG_MAE:  1.15665525079
AVG_MAE_PER_AREA:  1.04106969156
STD_MAE:  0.0305228463545
CV_MAE:  0.0274726719289



ITERATION 4903 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.3228655844
AVG_RMSE_PER_AREA:  4.07267658436
STD_RMSE:  39.1457276719
CV_RMSE:  3.04700223671
AVG_MAE:  18.2440274249
AVG_MAE_PER_AREA:  1.42006792762
STD_MAE:  7.75634735399
CV_MAE:  0.60373402519



ITERATION 4904 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44153517115
AVG_RMSE_PER_AREA:  1.29748131518
STD_RMSE:  0.0895043025345
CV_RMSE:  0.0805600601986
AVG_MAE:  1.15272774377
AVG_MAE_PER_AREA:  1.03753466371
STD_MAE:  0.0676210956105
CV_MAE:  0.0608636610623



ITERATION 4905 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  48.6846884752
AVG_RMSE_PER_AREA:  3.78949028413
STD_RMSE:  42.3944603395
CV_RMSE:  3.29987518846
AVG_MAE:  17.1658645802
AVG_MAE_PER_AREA:  1.33614651922
STD_MAE:  7.09690436607
CV_MAE:  0.552404687899



ITERATION 4906 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.41646675704
AVG_RMSE_PER_AREA:  1.27491800936
STD_RMSE:  0.153465491311
CV_RMSE:  0.138129552081
AVG_MAE:  1.12802193549
AVG_MAE_PER_AREA:  1.01529772822
STD_MAE:  0.0976462703399
CV_MAE:  0.0878883941219



ITERATION 4907 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.4328544057
AVG_RMSE_PER_AREA:  3.84772558589
STD_RMSE:  42.428475047
CV_RMSE:  3.30252280535
AVG_MAE:  18.2574893617
AVG_MAE_PER_AREA:  1.42111576998
STD_MAE:  8.50045214498
CV_MAE:  0.661653218352



ITERATION 4908 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43987645097
AVG_RMSE_PER_AREA:  1.29598835234
STD_RMSE:  0.112367353222
CV_RMSE:  0.101138386464
AVG_MAE:  1.14356235437
AVG_MAE_PER_AREA:  1.0292851796
STD_MAE:  0.0794733506069
CV_MAE:  0.0715315099698



ITERATION 4909 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.9599066775
AVG_RMSE_PER_AREA:  3.65523772815
STD_RMSE:  45.140770871
CV_RMSE:  3.51364090007
AVG_MAE:  17.4667707563
AVG_MAE_PER_AREA:  1.35956827802
STD_MAE:  8.95372945136
CV_MAE:  0.696935152002



ITERATION 4910 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43410146679
AVG_RMSE_PER_AREA:  1.29079046732
STD_RMSE:  0.186496791555
CV_RMSE:  0.167860005933
AVG_MAE:  1.13823246579
AVG_MAE_PER_AREA:  1.02448791139
STD_MAE:  0.129011630705
CV_MAE:  0.116119386908



ITERATION 4911 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.9127402773
AVG_RMSE_PER_AREA:  3.4958915882
STD_RMSE:  48.1180308599
CV_RMSE:  3.74538312036
AVG_MAE:  18.3224811102
AVG_MAE_PER_AREA:  1.42617455966
STD_MAE:  10.4796331518
CV_MAE:  0.815707551053



ITERATION 4912 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42692878401
AVG_RMSE_PER_AREA:  1.28433455693
STD_RMSE:  0.220830967797
CV_RMSE:  0.198763138259
AVG_MAE:  1.14138064679
AVG_MAE_PER_AREA:  1.02732149194
STD_MAE:  0.143744764847
CV_MAE:  0.129380226217



ITERATION 4913 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.2105742666
AVG_RMSE_PER_AREA:  3.28556197195
STD_RMSE:  49.4552499511
CV_RMSE:  3.84946879724
AVG_MAE:  18.3395094232
AVG_MAE_PER_AREA:  1.42749999951
STD_MAE:  12.323045305
CV_MAE:  0.959193987201



ITERATION 4914 OF 6498
HP:  15
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41892825061
AVG_RMSE_PER_AREA:  1.27713352375
STD_RMSE:  0.28553519475
CV_RMSE:  0.257001415871
AVG_MAE:  1.1472302142
AVG_MAE_PER_AREA:  1.03258650702
STD_MAE:  0.198674620234
CV_MAE:  0.178820893664



ITERATION 4915 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.8433065181
AVG_RMSE_PER_AREA:  4.26886119042
STD_RMSE:  34.3806255795
CV_RMSE:  2.67609900928
AVG_MAE:  12.9219394632
AVG_MAE_PER_AREA:  1.00581036013
STD_MAE:  4.16106810309
CV_MAE:  0.323886783342



ITERATION 4916 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.70950557339
AVG_RMSE_PER_AREA:  1.53867320344
STD_RMSE:  0.082534564463
CV_RMSE:  0.0742868140785
AVG_MAE:  1.11140272099
AVG_MAE_PER_AREA:  1.00033928619
STD_MAE:  0.0405940903622
CV_MAE:  0.0365374878155



ITERATION 4917 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.7563568212
AVG_RMSE_PER_AREA:  4.26209325081
STD_RMSE:  34.1366218143
CV_RMSE:  2.65710638703
AVG_MAE:  13.0520414737
AVG_MAE_PER_AREA:  1.01593716427
STD_MAE:  4.3764153945
CV_MAE:  0.340648859758



ITERATION 4918 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.71831987856
AVG_RMSE_PER_AREA:  1.54660668747
STD_RMSE:  0.0948879770274
CV_RMSE:  0.0854057394448
AVG_MAE:  1.11443550344
AVG_MAE_PER_AREA:  1.00306900006
STD_MAE:  0.0866595472284
CV_MAE:  0.0779995837498



ITERATION 4919 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.3559025601
AVG_RMSE_PER_AREA:  3.99741068248
STD_RMSE:  39.4595110613
CV_RMSE:  3.0714263245
AVG_MAE:  12.9056248479
AVG_MAE_PER_AREA:  1.00454047265
STD_MAE:  6.03235267261
CV_MAE:  0.469542736315



ITERATION 4920 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.72675863382
AVG_RMSE_PER_AREA:  1.55420215062
STD_RMSE:  0.151342067442
CV_RMSE:  0.136218323796
AVG_MAE:  1.11544845032
AVG_MAE_PER_AREA:  1.00398072229
STD_MAE:  0.128755635694
CV_MAE:  0.1158889737



ITERATION 4921 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.8529833547
AVG_RMSE_PER_AREA:  3.95826475176
STD_RMSE:  39.8024287026
CV_RMSE:  3.09811814715
AVG_MAE:  12.8475415518
AVG_MAE_PER_AREA:  1.00001941905
STD_MAE:  5.77924397576
CV_MAE:  0.449841409726



ITERATION 4922 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.71633086246
AVG_RMSE_PER_AREA:  1.54481643547
STD_RMSE:  0.139938813938
CV_RMSE:  0.125954607273
AVG_MAE:  1.10645651253
AVG_MAE_PER_AREA:  0.995887356609
STD_MAE:  0.142950965285
CV_MAE:  0.128665751731



ITERATION 4923 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.7893811245
AVG_RMSE_PER_AREA:  3.71980187463
STD_RMSE:  43.5560042571
CV_RMSE:  3.39028676401
AVG_MAE:  12.8683106586
AVG_MAE_PER_AREA:  1.00163603263
STD_MAE:  8.00138073625
CV_MAE:  0.622806790169



ITERATION 4924 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.70277946845
AVG_RMSE_PER_AREA:  1.53261924398
STD_RMSE:  0.194407873834
CV_RMSE:  0.174980526921
AVG_MAE:  1.10836476704
AVG_MAE_PER_AREA:  0.997604917597
STD_MAE:  0.191442983361
CV_MAE:  0.172311920516



ITERATION 4925 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.2163792162
AVG_RMSE_PER_AREA:  3.6752008875
STD_RMSE:  44.4097442207
CV_RMSE:  3.45673967557
AVG_MAE:  12.9410805932
AVG_MAE_PER_AREA:  1.0073002562
STD_MAE:  7.74138304324
CV_MAE:  0.602569241929



ITERATION 4926 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.70262634158
AVG_RMSE_PER_AREA:  1.53248141921
STD_RMSE:  0.203835525244
CV_RMSE:  0.183466064975
AVG_MAE:  1.11398323233
AVG_MAE_PER_AREA:  1.00266192479
STD_MAE:  0.15876067728
CV_MAE:  0.142895585539



ITERATION 4927 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.9272964934
AVG_RMSE_PER_AREA:  3.41918719177
STD_RMSE:  47.1594870346
CV_RMSE:  3.67077254716
AVG_MAE:  12.8762038095
AVG_MAE_PER_AREA:  1.00225041509
STD_MAE:  8.93847836719
CV_MAE:  0.695748047039



ITERATION 4928 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.71844436076
AVG_RMSE_PER_AREA:  1.54671873006
STD_RMSE:  0.202421016236
CV_RMSE:  0.182192909074
AVG_MAE:  1.10860156812
AVG_MAE_PER_AREA:  0.997818054947
STD_MAE:  0.16743263773
CV_MAE:  0.150700949483



ITERATION 4929 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.3297000746
AVG_RMSE_PER_AREA:  3.21699700222
STD_RMSE:  49.8354230562
CV_RMSE:  3.87906048887
AVG_MAE:  12.9210292862
AVG_MAE_PER_AREA:  1.0057395143
STD_MAE:  11.0020053951
CV_MAE:  0.856367655962



ITERATION 4930 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.70878324802
AVG_RMSE_PER_AREA:  1.53802306067
STD_RMSE:  0.315748750977
CV_RMSE:  0.284195705302
AVG_MAE:  1.1154845668
AVG_MAE_PER_AREA:  1.00401322961
STD_MAE:  0.268035262462
CV_MAE:  0.241250266946



ITERATION 4931 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  38.1233335899
AVG_RMSE_PER_AREA:  2.96742172461
STD_RMSE:  51.7253065606
CV_RMSE:  4.02616413485
AVG_MAE:  12.8698764393
AVG_MAE_PER_AREA:  1.00175790894
STD_MAE:  12.5546375838
CV_MAE:  0.977220531438



ITERATION 4932 OF 6498
HP:  15
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.67944238557
AVG_RMSE_PER_AREA:  1.51161425597
STD_RMSE:  0.360646615619
CV_RMSE:  0.324606887512
AVG_MAE:  1.11193963237
AVG_MAE_PER_AREA:  1.00082254355
STD_MAE:  0.263655658738
CV_MAE:  0.237308320809



ITERATION 4933 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.5131025677
AVG_RMSE_PER_AREA:  4.32099638327
STD_RMSE:  32.7404511777
CV_RMSE:  2.54843207426
AVG_MAE:  19.7586814685
AVG_MAE_PER_AREA:  1.53796468248
STD_MAE:  3.88188949207
CV_MAE:  0.302156242034



ITERATION 4934 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4456824201
AVG_RMSE_PER_AREA:  1.30121412595
STD_RMSE:  0.0316590616387
CV_RMSE:  0.0284953442373
AVG_MAE:  1.18517751932
AVG_MAE_PER_AREA:  1.06674170514
STD_MAE:  0.0289622110154
CV_MAE:  0.0260679922285



ITERATION 4935 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.7962987625
AVG_RMSE_PER_AREA:  4.49871447222
STD_RMSE:  32.1785606044
CV_RMSE:  2.50469596472
AVG_MAE:  20.7611589993
AVG_MAE_PER_AREA:  1.61599494171
STD_MAE:  4.97949937494
CV_MAE:  0.387591357615



ITERATION 4936 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46855484537
AVG_RMSE_PER_AREA:  1.32180088999
STD_RMSE:  0.101670985058
CV_RMSE:  0.0915109156185
AVG_MAE:  1.20544253346
AVG_MAE_PER_AREA:  1.08498161889
STD_MAE:  0.0975681077816
CV_MAE:  0.0878180424156



ITERATION 4937 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.8498777148
AVG_RMSE_PER_AREA:  4.19153526074
STD_RMSE:  37.9872964165
CV_RMSE:  2.95683294274
AVG_MAE:  20.1547005695
AVG_MAE_PER_AREA:  1.56878978544
STD_MAE:  6.64283684396
CV_MAE:  0.517061245899



ITERATION 4938 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44346185101
AVG_RMSE_PER_AREA:  1.29921546025
STD_RMSE:  0.107736468755
CV_RMSE:  0.0969702702857
AVG_MAE:  1.17701875007
AVG_MAE_PER_AREA:  1.05939824875
STD_MAE:  0.0792679360535
CV_MAE:  0.0713466226702



ITERATION 4939 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.9448355619
AVG_RMSE_PER_AREA:  4.04325170474
STD_RMSE:  38.8464263282
CV_RMSE:  3.02370539392
AVG_MAE:  19.8806648518
AVG_MAE_PER_AREA:  1.54745955366
STD_MAE:  7.36339171841
CV_MAE:  0.573147374443



ITERATION 4940 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44326477818
AVG_RMSE_PER_AREA:  1.29903808108
STD_RMSE:  0.120036221679
CV_RMSE:  0.108040898266
AVG_MAE:  1.18277575832
AVG_MAE_PER_AREA:  1.06457995419
STD_MAE:  0.0930119313675
CV_MAE:  0.0837171686497



ITERATION 4941 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.3141788337
AVG_RMSE_PER_AREA:  3.99416301549
STD_RMSE:  41.2443116634
CV_RMSE:  3.21035058905
AVG_MAE:  20.0450061589
AVG_MAE_PER_AREA:  1.56025145612
STD_MAE:  7.98604162445
CV_MAE:  0.621612833363



ITERATION 4942 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43497694658
AVG_RMSE_PER_AREA:  1.29157845966
STD_RMSE:  0.14770078157
CV_RMSE:  0.132940914769
AVG_MAE:  1.17403360645
AVG_MAE_PER_AREA:  1.05671141312
STD_MAE:  0.102283687603
CV_MAE:  0.0920623902689



ITERATION 4943 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.5419970086
AVG_RMSE_PER_AREA:  3.77838354927
STD_RMSE:  43.3184853781
CV_RMSE:  3.37179890854
AVG_MAE:  19.7933862025
AVG_MAE_PER_AREA:  1.54066600924
STD_MAE:  9.83187379185
CV_MAE:  0.765287637158



ITERATION 4944 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4371826419
AVG_RMSE_PER_AREA:  1.29356373793
STD_RMSE:  0.15293186097
CV_RMSE:  0.137649247882
AVG_MAE:  1.18137086429
AVG_MAE_PER_AREA:  1.06331545244
STD_MAE:  0.108582114894
CV_MAE:  0.0977314102744



ITERATION 4945 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.9867326829
AVG_RMSE_PER_AREA:  3.5794883804
STD_RMSE:  45.4882762701
CV_RMSE:  3.54068982191
AVG_MAE:  19.6850723436
AVG_MAE_PER_AREA:  1.5322351385
STD_MAE:  11.2465863945
CV_MAE:  0.875405208626



ITERATION 4946 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41881071773
AVG_RMSE_PER_AREA:  1.27702773603
STD_RMSE:  0.218968513701
CV_RMSE:  0.197086800811
AVG_MAE:  1.17062354274
AVG_MAE_PER_AREA:  1.05364212002
STD_MAE:  0.152271840132
CV_MAE:  0.137055183496



ITERATION 4947 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.192826619
AVG_RMSE_PER_AREA:  3.43985537026
STD_RMSE:  47.5761553802
CV_RMSE:  3.70320493395
AVG_MAE:  19.5555648844
AVG_MAE_PER_AREA:  1.5221546127
STD_MAE:  12.2452702821
CV_MAE:  0.953140180494



ITERATION 4948 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41558504188
AVG_RMSE_PER_AREA:  1.27412440476
STD_RMSE:  0.254758957194
CV_RMSE:  0.229300674342
AVG_MAE:  1.17521614846
AVG_MAE_PER_AREA:  1.05777578268
STD_MAE:  0.190220568453
CV_MAE:  0.171211662587



ITERATION 4949 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.7754353205
AVG_RMSE_PER_AREA:  3.32952929603
STD_RMSE:  48.6318340874
CV_RMSE:  3.78537623522
AVG_MAE:  19.5711430945
AVG_MAE_PER_AREA:  1.52336718029
STD_MAE:  12.5169525559
CV_MAE:  0.974287226295



ITERATION 4950 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4135115224
AVG_RMSE_PER_AREA:  1.27225809388
STD_RMSE:  0.266658996481
CV_RMSE:  0.240011532415
AVG_MAE:  1.17463229081
AVG_MAE_PER_AREA:  1.05725027043
STD_MAE:  0.178764409179
CV_MAE:  0.160900327214



ITERATION 4951 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  62.3846430849
AVG_RMSE_PER_AREA:  4.85585933181
STD_RMSE:  28.3347007979
CV_RMSE:  2.20549985509
AVG_MAE:  21.7053078221
AVG_MAE_PER_AREA:  1.68948504514
STD_MAE:  1.05871172315
CV_MAE:  0.0824073833932



ITERATION 4952 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4540389083
AVG_RMSE_PER_AREA:  1.30873554306
STD_RMSE:  0.0268952513484
CV_RMSE:  0.024207585628
AVG_MAE:  1.19324285844
AVG_MAE_PER_AREA:  1.07400106794
STD_MAE:  0.00689638614492
CV_MAE:  0.00620722431498



ITERATION 4953 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.8019982121
AVG_RMSE_PER_AREA:  4.65483293195
STD_RMSE:  26.6488783248
CV_RMSE:  2.07427979222
AVG_MAE:  21.8637957804
AVG_MAE_PER_AREA:  1.70182133806
STD_MAE:  2.8304617387
CV_MAE:  0.220315824016



ITERATION 4954 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46896655851
AVG_RMSE_PER_AREA:  1.32217146028
STD_RMSE:  0.0898507601078
CV_RMSE:  0.0808718959671
AVG_MAE:  1.21565073715
AVG_MAE_PER_AREA:  1.09416970796
STD_MAE:  0.0838433383858
CV_MAE:  0.0754648010917



ITERATION 4955 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.6531329206
AVG_RMSE_PER_AREA:  4.40973339857
STD_RMSE:  32.4773078685
CV_RMSE:  2.5279496794
AVG_MAE:  21.3972564835
AVG_MAE_PER_AREA:  1.66550712535
STD_MAE:  4.71068649545
CV_MAE:  0.36666765805



ITERATION 4956 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45353423359
AVG_RMSE_PER_AREA:  1.30828130093
STD_RMSE:  0.11077313544
CV_RMSE:  0.0997034802431
AVG_MAE:  1.20599696693
AVG_MAE_PER_AREA:  1.08548064735
STD_MAE:  0.0901039713188
CV_MAE:  0.0810998035629



ITERATION 4957 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.3082159982
AVG_RMSE_PER_AREA:  4.38288595705
STD_RMSE:  33.3517905893
CV_RMSE:  2.59601715354
AVG_MAE:  21.4907171249
AVG_MAE_PER_AREA:  1.67278186005
STD_MAE:  5.10596439371
CV_MAE:  0.39743506772



ITERATION 4958 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44973550312
AVG_RMSE_PER_AREA:  1.30486218088
STD_RMSE:  0.118068713659
CV_RMSE:  0.106270005023
AVG_MAE:  1.19382276612
AVG_MAE_PER_AREA:  1.07452302494
STD_MAE:  0.0933901736767
CV_MAE:  0.084057612878



ITERATION 4959 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.7861074081
AVG_RMSE_PER_AREA:  4.26440895958
STD_RMSE:  36.5188215301
CV_RMSE:  2.8425306541
AVG_MAE:  21.838579085
AVG_MAE_PER_AREA:  1.69985853568
STD_MAE:  6.12358050907
CV_MAE:  0.476643675249



ITERATION 4960 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44664807526
AVG_RMSE_PER_AREA:  1.30208328236
STD_RMSE:  0.150784936074
CV_RMSE:  0.135716867046
AVG_MAE:  1.19201442954
AVG_MAE_PER_AREA:  1.07289539701
STD_MAE:  0.10876834438
CV_MAE:  0.0978990296875



ITERATION 4961 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.5954996735
AVG_RMSE_PER_AREA:  4.17173513165
STD_RMSE:  37.2755152271
CV_RMSE:  2.90142973516
AVG_MAE:  21.3578852353
AVG_MAE_PER_AREA:  1.66244256919
STD_MAE:  6.97750430885
CV_MAE:  0.543110896136



ITERATION 4962 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44351912504
AVG_RMSE_PER_AREA:  1.29926701084
STD_RMSE:  0.145391992431
CV_RMSE:  0.130862844925
AVG_MAE:  1.19402101242
AVG_MAE_PER_AREA:  1.07470146032
STD_MAE:  0.105326351594
CV_MAE:  0.0948009982162



ITERATION 4963 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  51.2744451634
AVG_RMSE_PER_AREA:  3.99107024932
STD_RMSE:  40.4407276551
CV_RMSE:  3.14780168739
AVG_MAE:  21.6502681606
AVG_MAE_PER_AREA:  1.68520090018
STD_MAE:  8.92819167051
CV_MAE:  0.694947357164



ITERATION 4964 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43217823984
AVG_RMSE_PER_AREA:  1.2890594301
STD_RMSE:  0.174010393254
CV_RMSE:  0.15662138421
AVG_MAE:  1.18699290277
AVG_MAE_PER_AREA:  1.06837567574
STD_MAE:  0.117276618806
CV_MAE:  0.105557064894



ITERATION 4965 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  49.0313366951
AVG_RMSE_PER_AREA:  3.81647248536
STD_RMSE:  42.8477356227
CV_RMSE:  3.33515696463
AVG_MAE:  21.3066007612
AVG_MAE_PER_AREA:  1.65845071831
STD_MAE:  10.2030980435
CV_MAE:  0.794182773163



ITERATION 4966 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4203040621
AVG_RMSE_PER_AREA:  1.27837184921
STD_RMSE:  0.228917897309
CV_RMSE:  0.206041933913
AVG_MAE:  1.18009198368
AVG_MAE_PER_AREA:  1.06216437147
STD_MAE:  0.16588021502
CV_MAE:  0.149303661716



ITERATION 4967 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.5021700503
AVG_RMSE_PER_AREA:  3.69744610715
STD_RMSE:  44.0388166707
CV_RMSE:  3.42786763405
AVG_MAE:  21.3094171393
AVG_MAE_PER_AREA:  1.6586699379
STD_MAE:  11.3975629411
CV_MAE:  0.887156832689



ITERATION 4968 OF 6498
HP:  15
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41753647221
AVG_RMSE_PER_AREA:  1.27588082697
STD_RMSE:  0.234869564127
CV_RMSE:  0.211398845521
AVG_MAE:  1.18061083102
AVG_MAE_PER_AREA:  1.06263136995
STD_MAE:  0.157635619098
CV_MAE:  0.141882955393



ITERATION 4969 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.3828604497
AVG_RMSE_PER_AREA:  4.31085867353
STD_RMSE:  32.8687293727
CV_RMSE:  2.55841691732
AVG_MAE:  19.7913396514
AVG_MAE_PER_AREA:  1.540506711
STD_MAE:  3.90931916485
CV_MAE:  0.304291296848



ITERATION 4970 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44418411185
AVG_RMSE_PER_AREA:  1.29986554494
STD_RMSE:  0.0306756926533
CV_RMSE:  0.0276102441649
AVG_MAE:  1.18400618314
AVG_MAE_PER_AREA:  1.06568742159
STD_MAE:  0.0254105832997
CV_MAE:  0.0228712817411



ITERATION 4971 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.4996009922
AVG_RMSE_PER_AREA:  4.47562028485
STD_RMSE:  32.394435472
CV_RMSE:  2.5214991063
AVG_MAE:  20.5463455813
AVG_MAE_PER_AREA:  1.59927442063
STD_MAE:  5.07942741364
CV_MAE:  0.395369497799



ITERATION 4972 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46550855835
AVG_RMSE_PER_AREA:  1.31905902107
STD_RMSE:  0.0983417746399
CV_RMSE:  0.0885143960759
AVG_MAE:  1.21021235772
AVG_MAE_PER_AREA:  1.08927479049
STD_MAE:  0.0956841865177
CV_MAE:  0.0861223830324



ITERATION 4973 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.4224220094
AVG_RMSE_PER_AREA:  4.15826321375
STD_RMSE:  38.015066341
CV_RMSE:  2.95899448187
AVG_MAE:  19.9515413339
AVG_MAE_PER_AREA:  1.55297639579
STD_MAE:  6.56016433781
CV_MAE:  0.510626231758



ITERATION 4974 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44321882009
AVG_RMSE_PER_AREA:  1.29899671562
STD_RMSE:  0.113487460922
CV_RMSE:  0.102146560833
AVG_MAE:  1.18317947585
AVG_MAE_PER_AREA:  1.06494332787
STD_MAE:  0.086163125657
CV_MAE:  0.0775527700152



ITERATION 4975 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.9355088506
AVG_RMSE_PER_AREA:  4.04252573765
STD_RMSE:  38.8831330135
CV_RMSE:  3.0265625474
AVG_MAE:  19.7315041339
AVG_MAE_PER_AREA:  1.53584926901
STD_MAE:  7.35645762551
CV_MAE:  0.572607642578



ITERATION 4976 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44244935825
AVG_RMSE_PER_AREA:  1.29830414676
STD_RMSE:  0.123487333467
CV_RMSE:  0.111147137469
AVG_MAE:  1.18072519071
AVG_MAE_PER_AREA:  1.06273430157
STD_MAE:  0.0920426972717
CV_MAE:  0.0828447909551



ITERATION 4977 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.3709710634
AVG_RMSE_PER_AREA:  3.99858357582
STD_RMSE:  41.2757938973
CV_RMSE:  3.21280108474
AVG_MAE:  20.3485320261
AVG_MAE_PER_AREA:  1.58387712491
STD_MAE:  8.08675804227
CV_MAE:  0.62945233894



ITERATION 4978 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43831760315
AVG_RMSE_PER_AREA:  1.29458528152
STD_RMSE:  0.151083457231
CV_RMSE:  0.135985556726
AVG_MAE:  1.18375602572
AVG_MAE_PER_AREA:  1.06546226262
STD_MAE:  0.105757262542
CV_MAE:  0.0951888478605



ITERATION 4979 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.3760150462
AVG_RMSE_PER_AREA:  3.76546394244
STD_RMSE:  43.3393697771
CV_RMSE:  3.37342449617
AVG_MAE:  19.895098646
AVG_MAE_PER_AREA:  1.54858304289
STD_MAE:  9.69585891701
CV_MAE:  0.754700590946



ITERATION 4980 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43770288288
AVG_RMSE_PER_AREA:  1.29403199079
STD_RMSE:  0.151968702523
CV_RMSE:  0.136782338691
AVG_MAE:  1.1879934167
AVG_MAE_PER_AREA:  1.06927620746
STD_MAE:  0.104683909759
CV_MAE:  0.0942227561489



ITERATION 4981 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.5710250524
AVG_RMSE_PER_AREA:  3.54713077319
STD_RMSE:  45.7130279284
CV_RMSE:  3.55818390994
AVG_MAE:  19.6790022035
AVG_MAE_PER_AREA:  1.53176265449
STD_MAE:  11.4089821277
CV_MAE:  0.888045672649



ITERATION 4982 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42169683753
AVG_RMSE_PER_AREA:  1.27962544339
STD_RMSE:  0.21312700365
CV_RMSE:  0.19182903791
AVG_MAE:  1.17579345994
AVG_MAE_PER_AREA:  1.05829540292
STD_MAE:  0.144957583017
CV_MAE:  0.130471846418



ITERATION 4983 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.8848664267
AVG_RMSE_PER_AREA:  3.49372195973
STD_RMSE:  47.3036858178
CV_RMSE:  3.68199660764
AVG_MAE:  19.9258950153
AVG_MAE_PER_AREA:  1.55098015265
STD_MAE:  12.2675478369
CV_MAE:  0.954874207761



ITERATION 4984 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42051609139
AVG_RMSE_PER_AREA:  1.27856269023
STD_RMSE:  0.260741711153
CV_RMSE:  0.234685566525
AVG_MAE:  1.18080582493
AVG_MAE_PER_AREA:  1.06280687795
STD_MAE:  0.194039990658
CV_MAE:  0.174649406629



ITERATION 4985 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.9527297946
AVG_RMSE_PER_AREA:  3.34332943953
STD_RMSE:  48.2954076106
CV_RMSE:  3.75918966805
AVG_MAE:  19.713993126
AVG_MAE_PER_AREA:  1.53448625742
STD_MAE:  12.7861460669
CV_MAE:  0.995240553233



ITERATION 4986 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42622270507
AVG_RMSE_PER_AREA:  1.28369903707
STD_RMSE:  0.261318642787
CV_RMSE:  0.235204844883
AVG_MAE:  1.18337125519
AVG_MAE_PER_AREA:  1.06511594254
STD_MAE:  0.173418533517
CV_MAE:  0.156088669528



ITERATION 4987 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.064193684
AVG_RMSE_PER_AREA:  4.75307896427
STD_RMSE:  28.854512369
CV_RMSE:  2.2459606439
AVG_MAE:  21.6765889456
AVG_MAE_PER_AREA:  1.68724964204
STD_MAE:  1.48666081103
CV_MAE:  0.115717833998



ITERATION 4988 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4346775614
AVG_RMSE_PER_AREA:  1.2913089923
STD_RMSE:  0.0375982435006
CV_RMSE:  0.0338410185209
AVG_MAE:  1.17733091228
AVG_MAE_PER_AREA:  1.05967921632
STD_MAE:  0.0215012877248
CV_MAE:  0.0193526454529



ITERATION 4989 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.4579615966
AVG_RMSE_PER_AREA:  4.5502165966
STD_RMSE:  29.2540069624
CV_RMSE:  2.27705627021
AVG_MAE:  21.3872562484
AVG_MAE_PER_AREA:  1.66472873291
STD_MAE:  2.05931444405
CV_MAE:  0.160291712284



ITERATION 4990 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44693534978
AVG_RMSE_PER_AREA:  1.30234184929
STD_RMSE:  0.0948794363109
CV_RMSE:  0.0853980522095
AVG_MAE:  1.1967771953
AVG_MAE_PER_AREA:  1.07718221546
STD_MAE:  0.0858399209938
CV_MAE:  0.0772618634735



ITERATION 4991 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.8177858285
AVG_RMSE_PER_AREA:  4.26687472592
STD_RMSE:  34.9533834841
CV_RMSE:  2.7206810038
AVG_MAE:  20.7172182084
AVG_MAE_PER_AREA:  1.61257470416
STD_MAE:  4.06775505086
CV_MAE:  0.316623536603



ITERATION 4992 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44703066483
AVG_RMSE_PER_AREA:  1.30242763942
STD_RMSE:  0.108729809966
CV_RMSE:  0.0978643460508
AVG_MAE:  1.19687684795
AVG_MAE_PER_AREA:  1.07727190974
STD_MAE:  0.0954030799965
CV_MAE:  0.0858693677289



ITERATION 4993 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.139907273
AVG_RMSE_PER_AREA:  4.21411041171
STD_RMSE:  36.024627692
CV_RMSE:  2.8040638834
AVG_MAE:  21.011088257
AVG_MAE_PER_AREA:  1.63544878899
STD_MAE:  4.82873209999
CV_MAE:  0.375856022718



ITERATION 4994 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44716985556
AVG_RMSE_PER_AREA:  1.3025529207
STD_RMSE:  0.105316825375
CV_RMSE:  0.0947924239604
AVG_MAE:  1.19213580939
AVG_MAE_PER_AREA:  1.07300464726
STD_MAE:  0.0881572004947
CV_MAE:  0.0793475752303



ITERATION 4995 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.124546344
AVG_RMSE_PER_AREA:  4.05723992741
STD_RMSE:  38.9138883985
CV_RMSE:  3.02895646706
AVG_MAE:  20.755268904
AVG_MAE_PER_AREA:  1.61553647193
STD_MAE:  5.92837389138
CV_MAE:  0.461449296805



ITERATION 4996 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43797296203
AVG_RMSE_PER_AREA:  1.29427508069
STD_RMSE:  0.148622563383
CV_RMSE:  0.133770582128
AVG_MAE:  1.18792090555
AVG_MAE_PER_AREA:  1.0692109424
STD_MAE:  0.110733723294
CV_MAE:  0.0996680065873



ITERATION 4997 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.1100552047
AVG_RMSE_PER_AREA:  3.97827455994
STD_RMSE:  40.1161585823
CV_RMSE:  3.12253806988
AVG_MAE:  20.4877382334
AVG_MAE_PER_AREA:  1.59471257619
STD_MAE:  6.69893944253
CV_MAE:  0.521428127128



ITERATION 4998 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44453435523
AVG_RMSE_PER_AREA:  1.3001807882
STD_RMSE:  0.144738373131
CV_RMSE:  0.130274542366
AVG_MAE:  1.19379907061
AVG_MAE_PER_AREA:  1.07450169735
STD_MAE:  0.106360841273
CV_MAE:  0.0957321104469



ITERATION 4999 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.5469885132
AVG_RMSE_PER_AREA:  3.77877207508
STD_RMSE:  42.5191093291
CV_RMSE:  3.30957754355
AVG_MAE:  20.2469260878
AVG_MAE_PER_AREA:  1.57596838135
STD_MAE:  7.82313256503
CV_MAE:  0.608932413355



ITERATION 5000 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43945303112
AVG_RMSE_PER_AREA:  1.2956072452
STD_RMSE:  0.174430765671
CV_RMSE:  0.156999748448
AVG_MAE:  1.18792034658
AVG_MAE_PER_AREA:  1.0692104393
STD_MAE:  0.118811434172
CV_MAE:  0.106938504834



ITERATION 5001 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.0139250523
AVG_RMSE_PER_AREA:  3.58160496414
STD_RMSE:  45.6232488872
CV_RMSE:  3.55119574148
AVG_MAE:  20.2425180544
AVG_MAE_PER_AREA:  1.57562527143
STD_MAE:  9.81136171864
CV_MAE:  0.76369103041



ITERATION 5002 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43034032276
AVG_RMSE_PER_AREA:  1.28740517767
STD_RMSE:  0.238176381661
CV_RMSE:  0.214375209919
AVG_MAE:  1.19025248798
AVG_MAE_PER_AREA:  1.07130952779
STD_MAE:  0.169762039992
CV_MAE:  0.152797572562



ITERATION 5003 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.5141914473
AVG_RMSE_PER_AREA:  3.46486957765
STD_RMSE:  46.4729779472
CV_RMSE:  3.61733645466
AVG_MAE:  20.228766913
AVG_MAE_PER_AREA:  1.57455491814
STD_MAE:  11.1284345046
CV_MAE:  0.866208570982



ITERATION 5004 OF 6498
HP:  15
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4231168026
AVG_RMSE_PER_AREA:  1.28090351012
STD_RMSE:  0.246099198944
CV_RMSE:  0.221506293221
AVG_MAE:  1.18546350029
AVG_MAE_PER_AREA:  1.06699910778
STD_MAE:  0.169287262227
CV_MAE:  0.15237023975



ITERATION 5005 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.6547594335
AVG_RMSE_PER_AREA:  4.40986000213
STD_RMSE:  31.5928641779
CV_RMSE:  2.45910686911
AVG_MAE:  20.0432752461
AVG_MAE_PER_AREA:  1.56011672635
STD_MAE:  2.52588762515
CV_MAE:  0.196608562447



ITERATION 5006 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42003739237
AVG_RMSE_PER_AREA:  1.27813182802
STD_RMSE:  0.0256265784611
CV_RMSE:  0.0230656923192
AVG_MAE:  1.16882539217
AVG_MAE_PER_AREA:  1.05202366018
STD_MAE:  0.0191209621476
CV_MAE:  0.0172101878686



ITERATION 5007 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.9348114558
AVG_RMSE_PER_AREA:  4.50949594217
STD_RMSE:  32.2171365219
CV_RMSE:  2.5076986144
AVG_MAE:  20.9176599701
AVG_MAE_PER_AREA:  1.62817657268
STD_MAE:  4.40179952612
CV_MAE:  0.342624694937



ITERATION 5008 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44639949635
AVG_RMSE_PER_AREA:  1.30185954416
STD_RMSE:  0.0818312676215
CV_RMSE:  0.0736537982984
AVG_MAE:  1.1939325484
AVG_MAE_PER_AREA:  1.07462183659
STD_MAE:  0.0730138232734
CV_MAE:  0.0657174887875



ITERATION 5009 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.0702045093
AVG_RMSE_PER_AREA:  4.36435975811
STD_RMSE:  36.4105369328
CV_RMSE:  2.834102061
AVG_MAE:  21.3898790924
AVG_MAE_PER_AREA:  1.66493288831
STD_MAE:  5.19652377133
CV_MAE:  0.404483975546



ITERATION 5010 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44381781601
AVG_RMSE_PER_AREA:  1.29953585336
STD_RMSE:  0.0680045005419
CV_RMSE:  0.0612087520075
AVG_MAE:  1.18503280518
AVG_MAE_PER_AREA:  1.0666114524
STD_MAE:  0.0656180641097
CV_MAE:  0.0590607942311



ITERATION 5011 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.9579462149
AVG_RMSE_PER_AREA:  4.19994703339
STD_RMSE:  38.1024745097
CV_RMSE:  2.96579810774
AVG_MAE:  21.3527661491
AVG_MAE_PER_AREA:  1.66204411275
STD_MAE:  6.34780528277
CV_MAE:  0.494096751936



ITERATION 5012 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43944785249
AVG_RMSE_PER_AREA:  1.29560258407
STD_RMSE:  0.103070119671
CV_RMSE:  0.0927702335
AVG_MAE:  1.18106106542
AVG_MAE_PER_AREA:  1.06303661203
STD_MAE:  0.0886510790723
CV_MAE:  0.0797921000947



ITERATION 5013 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.9733767409
AVG_RMSE_PER_AREA:  4.12331069098
STD_RMSE:  40.688978859
CV_RMSE:  3.16712491928
AVG_MAE:  21.2980041478
AVG_MAE_PER_AREA:  1.65778158015
STD_MAE:  7.44372862449
CV_MAE:  0.579400591514



ITERATION 5014 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43673509414
AVG_RMSE_PER_AREA:  1.29316091401
STD_RMSE:  0.133856632663
CV_RMSE:  0.120480223632
AVG_MAE:  1.17799658498
AVG_MAE_PER_AREA:  1.06027836777
STD_MAE:  0.0972534248484
CV_MAE:  0.08753480602



ITERATION 5015 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.6695815188
AVG_RMSE_PER_AREA:  3.94398922701
STD_RMSE:  42.1374061448
CV_RMSE:  3.27986675452
AVG_MAE:  20.7953217279
AVG_MAE_PER_AREA:  1.61865408019
STD_MAE:  8.51788400043
CV_MAE:  0.663010068913



ITERATION 5016 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42869510633
AVG_RMSE_PER_AREA:  1.28592436913
STD_RMSE:  0.15787942778
CV_RMSE:  0.142102400063
AVG_MAE:  1.17623247022
AVG_MAE_PER_AREA:  1.05869054252
STD_MAE:  0.12004099781
CV_MAE:  0.108045197114



ITERATION 5017 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.4705457484
AVG_RMSE_PER_AREA:  3.77282196791
STD_RMSE:  44.2030906075
CV_RMSE:  3.44065429258
AVG_MAE:  20.8086804482
AVG_MAE_PER_AREA:  1.61969388844
STD_MAE:  9.84925169789
CV_MAE:  0.766640288437



ITERATION 5018 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42478749924
AVG_RMSE_PER_AREA:  1.2824072526
STD_RMSE:  0.188919822813
CV_RMSE:  0.170040901583
AVG_MAE:  1.17868921617
AVG_MAE_PER_AREA:  1.06090178373
STD_MAE:  0.136735172568
CV_MAE:  0.123071108555



ITERATION 5019 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.8109857673
AVG_RMSE_PER_AREA:  3.64364610951
STD_RMSE:  46.3819922937
CV_RMSE:  3.61025436662
AVG_MAE:  20.9127732294
AVG_MAE_PER_AREA:  1.62779620141
STD_MAE:  11.2461004409
CV_MAE:  0.875367383256



ITERATION 5020 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42705550589
AVG_RMSE_PER_AREA:  1.28444861538
STD_RMSE:  0.23782668842
CV_RMSE:  0.214060461826
AVG_MAE:  1.18556423658
AVG_MAE_PER_AREA:  1.06708977741
STD_MAE:  0.180045638175
CV_MAE:  0.162053521888



ITERATION 5021 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.3518729951
AVG_RMSE_PER_AREA:  3.45223512898
STD_RMSE:  48.2309914708
CV_RMSE:  3.75417568227
AVG_MAE:  20.9431051727
AVG_MAE_PER_AREA:  1.63015716146
STD_MAE:  12.7191953725
CV_MAE:  0.990029284272



ITERATION 5022 OF 6498
HP:  15
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42562927096
AVG_RMSE_PER_AREA:  1.28316490534
STD_RMSE:  0.246551003953
CV_RMSE:  0.221912948965
AVG_MAE:  1.18779934222
AVG_MAE_PER_AREA:  1.069101527
STD_MAE:  0.173233599753
CV_MAE:  0.155922216355



ITERATION 5023 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.6221002004
AVG_RMSE_PER_AREA:  4.48515530651
STD_RMSE:  31.4980223054
CV_RMSE:  2.45172462295
AVG_MAE:  20.2899426745
AVG_MAE_PER_AREA:  1.57931668125
STD_MAE:  2.48013921032
CV_MAE:  0.193047624112



ITERATION 5024 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44913148597
AVG_RMSE_PER_AREA:  1.30431852369
STD_RMSE:  0.0262099994554
CV_RMSE:  0.0235908115492
AVG_MAE:  1.18792645689
AVG_MAE_PER_AREA:  1.069215939
STD_MAE:  0.0218701376272
CV_MAE:  0.0196846358657



ITERATION 5025 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.6623167539
AVG_RMSE_PER_AREA:  4.48828565906
STD_RMSE:  31.562970864
CV_RMSE:  2.45678005084
AVG_MAE:  20.3661372915
AVG_MAE_PER_AREA:  1.58524747325
STD_MAE:  3.32642746585
CV_MAE:  0.258920513975



ITERATION 5026 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46401433705
AVG_RMSE_PER_AREA:  1.31771411859
STD_RMSE:  0.0765721895227
CV_RMSE:  0.068920264421
AVG_MAE:  1.20943674088
AVG_MAE_PER_AREA:  1.08857668171
STD_MAE:  0.0695459504455
CV_MAE:  0.0625961634895



ITERATION 5027 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.8203014899
AVG_RMSE_PER_AREA:  4.18923312385
STD_RMSE:  37.3110315542
CV_RMSE:  2.90419423424
AVG_MAE:  20.0588708239
AVG_MAE_PER_AREA:  1.5613306458
STD_MAE:  5.26688909015
CV_MAE:  0.409961030045



ITERATION 5028 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46113496725
AVG_RMSE_PER_AREA:  1.31512248671
STD_RMSE:  0.0878288507447
CV_RMSE:  0.0790520377548
AVG_MAE:  1.19848449806
AVG_MAE_PER_AREA:  1.07871890599
STD_MAE:  0.073721019088
CV_MAE:  0.0663540139129



ITERATION 5029 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.3377736578
AVG_RMSE_PER_AREA:  4.1516744049
STD_RMSE:  37.7774974849
CV_RMSE:  2.94050273631
AVG_MAE:  19.9390325558
AVG_MAE_PER_AREA:  1.55200274484
STD_MAE:  5.30591564449
CV_MAE:  0.412998756138



ITERATION 5030 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4593290637
AVG_RMSE_PER_AREA:  1.31349704866
STD_RMSE:  0.104440606851
CV_RMSE:  0.0940037667108
AVG_MAE:  1.19452308486
AVG_MAE_PER_AREA:  1.07515336023
STD_MAE:  0.0724654309991
CV_MAE:  0.0652238978273



ITERATION 5031 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.6800590355
AVG_RMSE_PER_AREA:  3.94480476982
STD_RMSE:  41.4710753968
CV_RMSE:  3.2280012918
AVG_MAE:  19.8901988939
AVG_MAE_PER_AREA:  1.54820165885
STD_MAE:  7.45802903378
CV_MAE:  0.580513698401



ITERATION 5032 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45478502489
AVG_RMSE_PER_AREA:  1.30940709958
STD_RMSE:  0.141058389006
CV_RMSE:  0.126962302236
AVG_MAE:  1.1954526744
AVG_MAE_PER_AREA:  1.07599005509
STD_MAE:  0.0880498664147
CV_MAE:  0.0792509671377



ITERATION 5033 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.1043229282
AVG_RMSE_PER_AREA:  3.8999909597
STD_RMSE:  42.2524966341
CV_RMSE:  3.28882510066
AVG_MAE:  19.89131657
AVG_MAE_PER_AREA:  1.54828865586
STD_MAE:  7.5467032584
CV_MAE:  0.587415870792



ITERATION 5034 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45773523233
AVG_RMSE_PER_AREA:  1.31206249023
STD_RMSE:  0.139839309195
CV_RMSE:  0.125865046125
AVG_MAE:  1.20263384603
AVG_MAE_PER_AREA:  1.08245360602
STD_MAE:  0.0876756266899
CV_MAE:  0.0789141255123



ITERATION 5035 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.912946105
AVG_RMSE_PER_AREA:  3.72941985325
STD_RMSE:  44.2848413818
CV_RMSE:  3.4470175615
AVG_MAE:  20.0914082913
AVG_MAE_PER_AREA:  1.56386327815
STD_MAE:  8.66215973019
CV_MAE:  0.674240118714



ITERATION 5036 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45215008799
AVG_RMSE_PER_AREA:  1.3070354742
STD_RMSE:  0.174156986154
CV_RMSE:  0.156753327955
AVG_MAE:  1.19764516096
AVG_MAE_PER_AREA:  1.07796344457
STD_MAE:  0.104044635548
CV_MAE:  0.0936473651624



ITERATION 5037 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.6515457451
AVG_RMSE_PER_AREA:  3.55339829574
STD_RMSE:  47.0591527244
CV_RMSE:  3.66296278385
AVG_MAE:  19.939832962
AVG_MAE_PER_AREA:  1.55206504639
STD_MAE:  10.9481827953
CV_MAE:  0.852178243941



ITERATION 5038 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43944707425
AVG_RMSE_PER_AREA:  1.29560188361
STD_RMSE:  0.224127459425
CV_RMSE:  0.201730208629
AVG_MAE:  1.193998579
AVG_MAE_PER_AREA:  1.0746812687
STD_MAE:  0.15643435595
CV_MAE:  0.14080173551



ITERATION 5039 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.2874380354
AVG_RMSE_PER_AREA:  3.291544849
STD_RMSE:  49.0639465019
CV_RMSE:  3.81901074841
AVG_MAE:  19.5091265968
AVG_MAE_PER_AREA:  1.51853997644
STD_MAE:  12.2740755258
CV_MAE:  0.955382306191



ITERATION 5040 OF 6498
HP:  15
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43678025682
AVG_RMSE_PER_AREA:  1.29320156355
STD_RMSE:  0.258150294642
CV_RMSE:  0.232353112507
AVG_MAE:  1.19636810398
AVG_MAE_PER_AREA:  1.076814005
STD_MAE:  0.17216372032
CV_MAE:  0.154959250899



ITERATION 5041 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.4387263642
AVG_RMSE_PER_AREA:  4.39304454653
STD_RMSE:  31.6019066361
CV_RMSE:  2.45981071068
AVG_MAE:  19.5670783707
AVG_MAE_PER_AREA:  1.5230507927
STD_MAE:  2.73745910223
CV_MAE:  0.213076739238



ITERATION 5042 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43074512137
AVG_RMSE_PER_AREA:  1.2877695244
STD_RMSE:  0.01525154985
CV_RMSE:  0.0137274492873
AVG_MAE:  1.17638360746
AVG_MAE_PER_AREA:  1.05882657649
STD_MAE:  0.0134249088763
CV_MAE:  0.0120833461254



ITERATION 5043 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.6245858352
AVG_RMSE_PER_AREA:  4.56318619655
STD_RMSE:  31.6621374004
CV_RMSE:  2.46449891765
AVG_MAE:  20.9935795494
AVG_MAE_PER_AREA:  1.63408595645
STD_MAE:  4.5300053607
CV_MAE:  0.352603905644



ITERATION 5044 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45971656532
AVG_RMSE_PER_AREA:  1.31384582691
STD_RMSE:  0.0656502422117
CV_RMSE:  0.0590897567476
AVG_MAE:  1.20405200038
AVG_MAE_PER_AREA:  1.08373004299
STD_MAE:  0.0583671970183
CV_MAE:  0.0525345125572



ITERATION 5045 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.2890584101
AVG_RMSE_PER_AREA:  4.38139477992
STD_RMSE:  36.5352108353
CV_RMSE:  2.84380635524
AVG_MAE:  21.2627070221
AVG_MAE_PER_AREA:  1.65503414314
STD_MAE:  5.47514378748
CV_MAE:  0.426171037274



ITERATION 5046 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45974384733
AVG_RMSE_PER_AREA:  1.3138703826
STD_RMSE:  0.0784942311665
CV_RMSE:  0.0706502347815
AVG_MAE:  1.20060458822
AVG_MAE_PER_AREA:  1.0806271337
STD_MAE:  0.0677773868666
CV_MAE:  0.0610043339981



ITERATION 5047 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.7227149588
AVG_RMSE_PER_AREA:  4.18163724057
STD_RMSE:  38.1680627526
CV_RMSE:  2.970903327
AVG_MAE:  21.2346065739
AVG_MAE_PER_AREA:  1.6528468769
STD_MAE:  6.48913120279
CV_MAE:  0.505097196173



ITERATION 5048 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45652791039
AVG_RMSE_PER_AREA:  1.31097581702
STD_RMSE:  0.0984609495917
CV_RMSE:  0.0886216617717
AVG_MAE:  1.20263993098
AVG_MAE_PER_AREA:  1.0824590829
STD_MAE:  0.0869066412216
CV_MAE:  0.0782219854267



ITERATION 5049 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.4398381257
AVG_RMSE_PER_AREA:  4.08178142456
STD_RMSE:  40.9880957209
CV_RMSE:  3.19040740249
AVG_MAE:  20.8772830568
AVG_MAE_PER_AREA:  1.62503373813
STD_MAE:  8.01865096847
CV_MAE:  0.624151060395



ITERATION 5050 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45353653127
AVG_RMSE_PER_AREA:  1.30828336901
STD_RMSE:  0.134689029826
CV_RMSE:  0.121229438626
AVG_MAE:  1.19625732484
AVG_MAE_PER_AREA:  1.07671429611
STD_MAE:  0.0983082532096
CV_MAE:  0.088484224471



ITERATION 5051 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.8048594136
AVG_RMSE_PER_AREA:  3.9545189086
STD_RMSE:  41.5872451031
CV_RMSE:  3.23704364139
AVG_MAE:  20.5078929723
AVG_MAE_PER_AREA:  1.59628136895
STD_MAE:  8.01618463523
CV_MAE:  0.623959087392



ITERATION 5052 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44664786506
AVG_RMSE_PER_AREA:  1.30208309316
STD_RMSE:  0.161729903003
CV_RMSE:  0.145568093968
AVG_MAE:  1.19650591139
AVG_MAE_PER_AREA:  1.07693804119
STD_MAE:  0.125126638753
CV_MAE:  0.11262262556



ITERATION 5053 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.0724731472
AVG_RMSE_PER_AREA:  3.81967444044
STD_RMSE:  43.6075875247
CV_RMSE:  3.39430187221
AVG_MAE:  21.0268125117
AVG_MAE_PER_AREA:  1.63667272431
STD_MAE:  9.78627857189
CV_MAE:  0.761738623116



ITERATION 5054 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43770469667
AVG_RMSE_PER_AREA:  1.29403362332
STD_RMSE:  0.19121156591
CV_RMSE:  0.172103628811
AVG_MAE:  1.19587317226
AVG_MAE_PER_AREA:  1.07636853223
STD_MAE:  0.138234054368
CV_MAE:  0.1244202058



ITERATION 5055 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.832889063
AVG_RMSE_PER_AREA:  3.64535100542
STD_RMSE:  45.9738300825
CV_RMSE:  3.57848407535
AVG_MAE:  20.5728771466
AVG_MAE_PER_AREA:  1.60133956908
STD_MAE:  11.016701261
CV_MAE:  0.85751154417



ITERATION 5056 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43396610275
AVG_RMSE_PER_AREA:  1.29066863033
STD_RMSE:  0.234264710585
CV_RMSE:  0.210854435516
AVG_MAE:  1.19422975358
AVG_MAE_PER_AREA:  1.0748893418
STD_MAE:  0.173401059081
CV_MAE:  0.156072941328



ITERATION 5057 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.498314294
AVG_RMSE_PER_AREA:  3.46363374109
STD_RMSE:  48.2154506516
CV_RMSE:  3.75296602508
AVG_MAE:  20.6566411182
AVG_MAE_PER_AREA:  1.60785954007
STD_MAE:  12.5937595619
CV_MAE:  0.98026568507



ITERATION 5058 OF 6498
HP:  15
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43587795106
AVG_RMSE_PER_AREA:  1.29238942598
STD_RMSE:  0.268500104626
CV_RMSE:  0.241668657031
AVG_MAE:  1.20040798334
AVG_MAE_PER_AREA:  1.08045017572
STD_MAE:  0.184424772451
CV_MAE:  0.16599504549



ITERATION 5059 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.4915937186
AVG_RMSE_PER_AREA:  4.39715960472
STD_RMSE:  32.1799262358
CV_RMSE:  2.50480226194
AVG_MAE:  19.5429111664
AVG_MAE_PER_AREA:  1.52116968
STD_MAE:  2.729393513
CV_MAE:  0.212448934624



ITERATION 5060 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41282479343
AVG_RMSE_PER_AREA:  1.27163999032
STD_RMSE:  0.0217698045191
CV_RMSE:  0.0195943291318
AVG_MAE:  1.15640304579
AVG_MAE_PER_AREA:  1.04084268962
STD_MAE:  0.0110298963252
CV_MAE:  0.00992766924918



ITERATION 5061 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.7954225074
AVG_RMSE_PER_AREA:  4.49864626679
STD_RMSE:  31.771182664
CV_RMSE:  2.47298671905
AVG_MAE:  20.1685714837
AVG_MAE_PER_AREA:  1.56986946155
STD_MAE:  4.0969732297
CV_MAE:  0.318897804105



ITERATION 5062 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.43366069848
AVG_RMSE_PER_AREA:  1.29039374536
STD_RMSE:  0.0789165568453
CV_RMSE:  0.0710303570901
AVG_MAE:  1.17315139538
AVG_MAE_PER_AREA:  1.05591736216
STD_MAE:  0.0758348585084
CV_MAE:  0.0682566155324



ITERATION 5063 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.2229956625
AVG_RMSE_PER_AREA:  4.2984152118
STD_RMSE:  36.3770128868
CV_RMSE:  2.83149263593
AVG_MAE:  20.2913350258
AVG_MAE_PER_AREA:  1.57942505828
STD_MAE:  5.16891883582
CV_MAE:  0.402335278735



ITERATION 5064 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.42723064172
AVG_RMSE_PER_AREA:  1.28460624974
STD_RMSE:  0.0835383725947
CV_RMSE:  0.0751903107958
AVG_MAE:  1.16448003264
AVG_MAE_PER_AREA:  1.04811253619
STD_MAE:  0.0748091852445
CV_MAE:  0.0673334386845



ITERATION 5065 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.156766512
AVG_RMSE_PER_AREA:  4.21542269129
STD_RMSE:  37.9189300723
CV_RMSE:  2.95151148326
AVG_MAE:  20.6403251552
AVG_MAE_PER_AREA:  1.60658954769
STD_MAE:  6.02783851917
CV_MAE:  0.469191366282



ITERATION 5066 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.42390315628
AVG_RMSE_PER_AREA:  1.2816112828
STD_RMSE:  0.108444750194
CV_RMSE:  0.0976077725484
AVG_MAE:  1.16166705186
AVG_MAE_PER_AREA:  1.04558065902
STD_MAE:  0.0885882865727
CV_MAE:  0.0797355825039



ITERATION 5067 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.1755041226
AVG_RMSE_PER_AREA:  4.06120634915
STD_RMSE:  40.843458311
CV_RMSE:  3.17914920044
AVG_MAE:  20.5956858723
AVG_MAE_PER_AREA:  1.60311494132
STD_MAE:  7.47729649736
CV_MAE:  0.582013427953



ITERATION 5068 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42373279805
AVG_RMSE_PER_AREA:  1.28145794861
STD_RMSE:  0.142391716811
CV_RMSE:  0.128162389441
AVG_MAE:  1.16817508045
AVG_MAE_PER_AREA:  1.05143833468
STD_MAE:  0.0999191489934
CV_MAE:  0.0899341420464



ITERATION 5069 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.255030852
AVG_RMSE_PER_AREA:  3.98955908951
STD_RMSE:  41.8505674641
CV_RMSE:  3.25753997319
AVG_MAE:  20.2568742747
AVG_MAE_PER_AREA:  1.5767427225
STD_MAE:  8.03266091264
CV_MAE:  0.625241558229



ITERATION 5070 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.41842165704
AVG_RMSE_PER_AREA:  1.27667755452
STD_RMSE:  0.149659601703
CV_RMSE:  0.134703988312
AVG_MAE:  1.15943628973
AVG_MAE_PER_AREA:  1.04357281887
STD_MAE:  0.112775952658
CV_MAE:  0.101506154205



ITERATION 5071 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.7185820207
AVG_RMSE_PER_AREA:  3.79212847008
STD_RMSE:  44.497149864
CV_RMSE:  3.46354310487
AVG_MAE:  20.5213745658
AVG_MAE_PER_AREA:  1.59733074134
STD_MAE:  9.78196909102
CV_MAE:  0.761403184266



ITERATION 5072 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4130105362
AVG_RMSE_PER_AREA:  1.27180717166
STD_RMSE:  0.202717330902
CV_RMSE:  0.18245961276
AVG_MAE:  1.16352939072
AVG_MAE_PER_AREA:  1.04725689274
STD_MAE:  0.140243258503
CV_MAE:  0.126228628429



ITERATION 5073 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.4432131148
AVG_RMSE_PER_AREA:  3.61501963706
STD_RMSE:  47.2786349692
CV_RMSE:  3.68004671435
AVG_MAE:  20.5541283765
AVG_MAE_PER_AREA:  1.59988021328
STD_MAE:  11.4563861105
CV_MAE:  0.891735476116



ITERATION 5074 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41155767729
AVG_RMSE_PER_AREA:  1.2704994982
STD_RMSE:  0.245064852422
CV_RMSE:  0.220575309841
AVG_MAE:  1.16702736243
AVG_MAE_PER_AREA:  1.05040530912
STD_MAE:  0.180300290539
CV_MAE:  0.162282726621



ITERATION 5075 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.2560477077
AVG_RMSE_PER_AREA:  3.44477633636
STD_RMSE:  48.799165309
CV_RMSE:  3.79840086491
AVG_MAE:  20.261895572
AVG_MAE_PER_AREA:  1.5771335673
STD_MAE:  12.4966843179
CV_MAE:  0.972709599046



ITERATION 5076 OF 6498
HP:  15
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41164039651
AVG_RMSE_PER_AREA:  1.27057395122
STD_RMSE:  0.265262584756
CV_RMSE:  0.23875466532
AVG_MAE:  1.16951680202
AVG_MAE_PER_AREA:  1.05264597685
STD_MAE:  0.179356551635
CV_MAE:  0.161433296362



ITERATION 5077 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.1405643896
AVG_RMSE_PER_AREA:  4.52551121859
STD_RMSE:  31.06532643
CV_RMSE:  2.41804469468
AVG_MAE:  20.3400906708
AVG_MAE_PER_AREA:  1.58322007163
STD_MAE:  2.24996308889
CV_MAE:  0.175131309906



ITERATION 5078 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45223684749
AVG_RMSE_PER_AREA:  1.30711356374
STD_RMSE:  0.0210018452276
CV_RMSE:  0.0189031126763
AVG_MAE:  1.19022739591
AVG_MAE_PER_AREA:  1.07128694319
STD_MAE:  0.0170057724174
CV_MAE:  0.0153063708769



ITERATION 5079 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.5679246141
AVG_RMSE_PER_AREA:  4.48093841893
STD_RMSE:  31.3767804872
CV_RMSE:  2.44228747328
AVG_MAE:  20.1351815285
AVG_MAE_PER_AREA:  1.56727047376
STD_MAE:  3.0341344814
CV_MAE:  0.236169183743



ITERATION 5080 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4645175541
AVG_RMSE_PER_AREA:  1.31816704873
STD_RMSE:  0.0740182462207
CV_RMSE:  0.0666215388812
AVG_MAE:  1.21142784836
AVG_MAE_PER_AREA:  1.0903688161
STD_MAE:  0.072048031331
CV_MAE:  0.0648482092688



ITERATION 5081 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.8489897897
AVG_RMSE_PER_AREA:  4.19146614694
STD_RMSE:  37.3745169322
CV_RMSE:  2.90913577193
AVG_MAE:  19.9494006276
AVG_MAE_PER_AREA:  1.55280976874
STD_MAE:  5.31651167963
CV_MAE:  0.413823524118



ITERATION 5082 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45348574581
AVG_RMSE_PER_AREA:  1.30823765858
STD_RMSE:  0.09381999073
CV_RMSE:  0.0844444779415
AVG_MAE:  1.19500645156
AVG_MAE_PER_AREA:  1.07558842368
STD_MAE:  0.0810404402013
CV_MAE:  0.0729419989461



ITERATION 5083 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.6175607594
AVG_RMSE_PER_AREA:  4.17345230955
STD_RMSE:  37.5529868027
CV_RMSE:  2.92302740525
AVG_MAE:  19.8968952298
AVG_MAE_PER_AREA:  1.54872288432
STD_MAE:  5.3026364115
CV_MAE:  0.412743509119



ITERATION 5084 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45689080576
AVG_RMSE_PER_AREA:  1.31130244794
STD_RMSE:  0.106180406675
CV_RMSE:  0.0955697068348
AVG_MAE:  1.19578034288
AVG_MAE_PER_AREA:  1.07628497937
STD_MAE:  0.0789759005119
CV_MAE:  0.0710837704928



ITERATION 5085 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.0308511221
AVG_RMSE_PER_AREA:  3.97210951892
STD_RMSE:  41.3240686971
CV_RMSE:  3.21655867035
AVG_MAE:  19.8680740322
AVG_MAE_PER_AREA:  1.54647951681
STD_MAE:  7.33213214345
CV_MAE:  0.570714209944



ITERATION 5086 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.456277655
AVG_RMSE_PER_AREA:  1.31075056987
STD_RMSE:  0.14226323739
CV_RMSE:  0.12804674908
AVG_MAE:  1.19693679442
AVG_MAE_PER_AREA:  1.07732586571
STD_MAE:  0.0932905025459
CV_MAE:  0.0839679019695



ITERATION 5087 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.9142903584
AVG_RMSE_PER_AREA:  3.88519931577
STD_RMSE:  42.3339692979
CV_RMSE:  3.29516672217
AVG_MAE:  19.7683597679
AVG_MAE_PER_AREA:  1.53871801628
STD_MAE:  7.61936701063
CV_MAE:  0.593071829404



ITERATION 5088 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45846750476
AVG_RMSE_PER_AREA:  1.31272158604
STD_RMSE:  0.14092720855
CV_RMSE:  0.126844230757
AVG_MAE:  1.20228487796
AVG_MAE_PER_AREA:  1.08213951063
STD_MAE:  0.0928325066694
CV_MAE:  0.0835556740168



ITERATION 5089 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.3601917719
AVG_RMSE_PER_AREA:  3.68639488502
STD_RMSE:  44.6253137909
CV_RMSE:  3.47351905359
AVG_MAE:  19.7986918768
AVG_MAE_PER_AREA:  1.54107898921
STD_MAE:  9.04880027171
CV_MAE:  0.704335218867



ITERATION 5090 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45404376736
AVG_RMSE_PER_AREA:  1.30873991655
STD_RMSE:  0.171399462584
CV_RMSE:  0.1542713661
AVG_MAE:  1.19925364196
AVG_MAE_PER_AREA:  1.07941118867
STD_MAE:  0.105171361636
CV_MAE:  0.0946614965383



ITERATION 5091 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.9680542356
AVG_RMSE_PER_AREA:  3.5001970837
STD_RMSE:  47.4163105505
CV_RMSE:  3.69076302567
AVG_MAE:  19.6811336211
AVG_MAE_PER_AREA:  1.53192855852
STD_MAE:  10.9888802366
CV_MAE:  0.855346027552



ITERATION 5092 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44048420629
AVG_RMSE_PER_AREA:  1.29653537414
STD_RMSE:  0.224832981547
CV_RMSE:  0.202365227315
AVG_MAE:  1.19509680517
AVG_MAE_PER_AREA:  1.07566974817
STD_MAE:  0.158899320056
CV_MAE:  0.143020373622



ITERATION 5093 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.5203234343
AVG_RMSE_PER_AREA:  3.30967204636
STD_RMSE:  48.9582007493
CV_RMSE:  3.81077977242
AVG_MAE:  19.5238430429
AVG_MAE_PER_AREA:  1.51968546656
STD_MAE:  12.4240160856
CV_MAE:  0.967053291721



ITERATION 5094 OF 6498
HP:  15
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43785547286
AVG_RMSE_PER_AREA:  1.29416933231
STD_RMSE:  0.25838896134
CV_RMSE:  0.232567929036
AVG_MAE:  1.19923844781
AVG_MAE_PER_AREA:  1.07939751288
STD_MAE:  0.170948475907
CV_MAE:  0.153865446911



ITERATION 5095 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.2509232192
AVG_RMSE_PER_AREA:  4.30058902061
STD_RMSE:  32.0948919009
CV_RMSE:  2.49818340915
AVG_MAE:  19.3119137354
AVG_MAE_PER_AREA:  1.50318943718
STD_MAE:  3.90117173368
CV_MAE:  0.303657121869



ITERATION 5096 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44333991335
AVG_RMSE_PER_AREA:  1.29910570793
STD_RMSE:  0.0308362110294
CV_RMSE:  0.0277547218009
AVG_MAE:  1.17927339784
AVG_MAE_PER_AREA:  1.06142758762
STD_MAE:  0.0249001730616
CV_MAE:  0.0224118772394



ITERATION 5097 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.361724569
AVG_RMSE_PER_AREA:  4.38705092587
STD_RMSE:  33.1578382879
CV_RMSE:  2.58092040783
AVG_MAE:  19.9934686831
AVG_MAE_PER_AREA:  1.55623991225
STD_MAE:  4.69267492467
CV_MAE:  0.365265683946



ITERATION 5098 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45962434255
AVG_RMSE_PER_AREA:  1.31376282004
STD_RMSE:  0.0989936046552
CV_RMSE:  0.0891010881542
AVG_MAE:  1.18953670604
AVG_MAE_PER_AREA:  1.07066527455
STD_MAE:  0.0947851709658
CV_MAE:  0.0853132068819



ITERATION 5099 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.9033962542
AVG_RMSE_PER_AREA:  4.11786359082
STD_RMSE:  38.4390428794
CV_RMSE:  2.99199571949
AVG_MAE:  19.8359961919
AVG_MAE_PER_AREA:  1.54398266066
STD_MAE:  6.25870851007
CV_MAE:  0.487161689494



ITERATION 5100 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45261654457
AVG_RMSE_PER_AREA:  1.30745531737
STD_RMSE:  0.0873661298198
CV_RMSE:  0.0786355569319
AVG_MAE:  1.17806912962
AVG_MAE_PER_AREA:  1.06034366296
STD_MAE:  0.0691155242705
CV_MAE:  0.0622087501743



ITERATION 5101 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.4112401695
AVG_RMSE_PER_AREA:  4.07955543358
STD_RMSE:  38.3736110354
CV_RMSE:  2.98690267392
AVG_MAE:  20.0636351415
AVG_MAE_PER_AREA:  1.56170148797
STD_MAE:  6.73190988942
CV_MAE:  0.523994461473



ITERATION 5102 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45260254934
AVG_RMSE_PER_AREA:  1.30744272069
STD_RMSE:  0.115965134902
CV_RMSE:  0.10437663871
AVG_MAE:  1.18241728491
AVG_MAE_PER_AREA:  1.06425730333
STD_MAE:  0.0971070982446
CV_MAE:  0.0874031019602



ITERATION 5103 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.4486548661
AVG_RMSE_PER_AREA:  3.92679286753
STD_RMSE:  41.6637895398
CV_RMSE:  3.24300166245
AVG_MAE:  19.8636063851
AVG_MAE_PER_AREA:  1.54613176671
STD_MAE:  7.68782617164
CV_MAE:  0.598400513507



ITERATION 5104 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44376503893
AVG_RMSE_PER_AREA:  1.29948835034
STD_RMSE:  0.147998989884
CV_RMSE:  0.133209322868
AVG_MAE:  1.17780531366
AVG_MAE_PER_AREA:  1.06010621036
STD_MAE:  0.103479111228
CV_MAE:  0.0931383541767



ITERATION 5105 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.8526377397
AVG_RMSE_PER_AREA:  3.80256302067
STD_RMSE:  43.0207974565
CV_RMSE:  3.34862765035
AVG_MAE:  19.918065764
AVG_MAE_PER_AREA:  1.55037074397
STD_MAE:  9.20291114448
CV_MAE:  0.716330810773



ITERATION 5106 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44684526384
AVG_RMSE_PER_AREA:  1.30226076571
STD_RMSE:  0.146573806255
CV_RMSE:  0.131926559071
AVG_MAE:  1.1815062658
AVG_MAE_PER_AREA:  1.06343732316
STD_MAE:  0.108829246327
CV_MAE:  0.0979538456499



ITERATION 5107 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.2839789306
AVG_RMSE_PER_AREA:  3.60262525984
STD_RMSE:  45.2617603126
CV_RMSE:  3.52305840541
AVG_MAE:  19.8224743231
AVG_MAE_PER_AREA:  1.54293015334
STD_MAE:  10.7901189028
CV_MAE:  0.839874959202



ITERATION 5108 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43419349493
AVG_RMSE_PER_AREA:  1.29087329901
STD_RMSE:  0.205541700232
CV_RMSE:  0.185001740421
AVG_MAE:  1.17625318058
AVG_MAE_PER_AREA:  1.05870918328
STD_MAE:  0.144295387334
CV_MAE:  0.129875824523



ITERATION 5109 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.8137851926
AVG_RMSE_PER_AREA:  3.41035176558
STD_RMSE:  47.9280442395
CV_RMSE:  3.73059505301
AVG_MAE:  19.8551944677
AVG_MAE_PER_AREA:  1.54547700481
STD_MAE:  12.4295822925
CV_MAE:  0.967486550871



ITERATION 5110 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42622127
AVG_RMSE_PER_AREA:  1.28369774541
STD_RMSE:  0.239458846046
CV_RMSE:  0.215529516529
AVG_MAE:  1.1735856947
AVG_MAE_PER_AREA:  1.05630826157
STD_MAE:  0.182138590762
CV_MAE:  0.163937323913



ITERATION 5111 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.707818771
AVG_RMSE_PER_AREA:  3.32426619863
STD_RMSE:  48.5691861986
CV_RMSE:  3.78049988553
AVG_MAE:  19.753786103
AVG_MAE_PER_AREA:  1.53758363988
STD_MAE:  12.2478757485
CV_MAE:  0.953342983261



ITERATION 5112 OF 6498
HP:  15
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42342295111
AVG_RMSE_PER_AREA:  1.28117906494
STD_RMSE:  0.270942115668
CV_RMSE:  0.243866635798
AVG_MAE:  1.17738167037
AVG_MAE_PER_AREA:  1.05972490211
STD_MAE:  0.183707679013
CV_MAE:  0.16534961182



ITERATION 5113 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.2384737889
AVG_RMSE_PER_AREA:  4.29961998914
STD_RMSE:  32.1094408498
CV_RMSE:  2.49931586172
AVG_MAE:  19.3037173754
AVG_MAE_PER_AREA:  1.5025514537
STD_MAE:  3.92583621929
CV_MAE:  0.305576941663



ITERATION 5114 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44421401326
AVG_RMSE_PER_AREA:  1.29989245828
STD_RMSE:  0.0324475993491
CV_RMSE:  0.0292050826926
AVG_MAE:  1.17966869212
AVG_MAE_PER_AREA:  1.0617833798
STD_MAE:  0.0264764831051
CV_MAE:  0.0238306652574



ITERATION 5115 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.952600094
AVG_RMSE_PER_AREA:  4.43304314912
STD_RMSE:  32.6373789811
CV_RMSE:  2.54040920096
AVG_MAE:  20.1639231018
AVG_MAE_PER_AREA:  1.56950764352
STD_MAE:  4.597288886
CV_MAE:  0.357841081302



ITERATION 5116 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46546372086
AVG_RMSE_PER_AREA:  1.31901866422
STD_RMSE:  0.0988215145356
CV_RMSE:  0.088946195149
AVG_MAE:  1.19267095304
AVG_MAE_PER_AREA:  1.07348631355
STD_MAE:  0.0956407229635
CV_MAE:  0.0860832628287



ITERATION 5117 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.2172052833
AVG_RMSE_PER_AREA:  4.14228967434
STD_RMSE:  38.3526084305
CV_RMSE:  2.98526788545
AVG_MAE:  19.8671846582
AVG_MAE_PER_AREA:  1.54641029024
STD_MAE:  6.23088366753
CV_MAE:  0.484995875688



ITERATION 5118 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45563410533
AVG_RMSE_PER_AREA:  1.31017133067
STD_RMSE:  0.0913831417431
CV_RMSE:  0.0822511453807
AVG_MAE:  1.17932023643
AVG_MAE_PER_AREA:  1.06146974559
STD_MAE:  0.0702815238296
CV_MAE:  0.0632582303894



ITERATION 5119 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.8442685632
AVG_RMSE_PER_AREA:  4.11326124422
STD_RMSE:  38.1373610341
CV_RMSE:  2.9685135846
AVG_MAE:  20.1106519011
AVG_MAE_PER_AREA:  1.56536115098
STD_MAE:  6.68788678129
CV_MAE:  0.520567816551



ITERATION 5120 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4564938274
AVG_RMSE_PER_AREA:  1.31094513997
STD_RMSE:  0.115451240364
CV_RMSE:  0.103914098098
AVG_MAE:  1.1844393197
AVG_MAE_PER_AREA:  1.06607727444
STD_MAE:  0.0976208673638
CV_MAE:  0.0878655296871



ITERATION 5121 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.3393542001
AVG_RMSE_PER_AREA:  3.99612260092
STD_RMSE:  41.1678014834
CV_RMSE:  3.20439523444
AVG_MAE:  20.1378682755
AVG_MAE_PER_AREA:  1.5674796032
STD_MAE:  7.4480892297
CV_MAE:  0.579740009749



ITERATION 5122 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44815761384
AVG_RMSE_PER_AREA:  1.30344197144
STD_RMSE:  0.143580122368
CV_RMSE:  0.129232036604
AVG_MAE:  1.17817714864
AVG_MAE_PER_AREA:  1.06044088755
STD_MAE:  0.100644056402
CV_MAE:  0.0905866088313



ITERATION 5123 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.2583871788
AVG_RMSE_PER_AREA:  3.834145508
STD_RMSE:  42.7664602384
CV_RMSE:  3.32883069884
AVG_MAE:  19.8738465506
AVG_MAE_PER_AREA:  1.54692883472
STD_MAE:  9.12411580038
CV_MAE:  0.710197584902



ITERATION 5124 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44836977532
AVG_RMSE_PER_AREA:  1.30363293144
STD_RMSE:  0.147570834571
CV_RMSE:  0.132823953486
AVG_MAE:  1.18014995616
AVG_MAE_PER_AREA:  1.06221655071
STD_MAE:  0.110202689206
CV_MAE:  0.0991900391949



ITERATION 5125 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.4714767146
AVG_RMSE_PER_AREA:  3.6172196026
STD_RMSE:  45.2460096342
CV_RMSE:  3.52183241332
AVG_MAE:  19.7227683287
AVG_MAE_PER_AREA:  1.53516929652
STD_MAE:  10.7254377439
CV_MAE:  0.83484034501



ITERATION 5126 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43578080616
AVG_RMSE_PER_AREA:  1.29230198886
STD_RMSE:  0.20306384635
CV_RMSE:  0.182771500619
AVG_MAE:  1.17626610475
AVG_MAE_PER_AREA:  1.05872081593
STD_MAE:  0.143024182174
CV_MAE:  0.128731651993



ITERATION 5127 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.0004416059
AVG_RMSE_PER_AREA:  3.42488061822
STD_RMSE:  47.9241925332
CV_RMSE:  3.73029524614
AVG_MAE:  19.7468169034
AVG_MAE_PER_AREA:  1.5370411754
STD_MAE:  12.3300165777
CV_MAE:  0.959736613048



ITERATION 5128 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.425458866
AVG_RMSE_PER_AREA:  1.2830115291
STD_RMSE:  0.238712588163
CV_RMSE:  0.214857832842
AVG_MAE:  1.17059569124
AVG_MAE_PER_AREA:  1.05361705174
STD_MAE:  0.179362280294
CV_MAE:  0.161438452551



ITERATION 5129 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.9607719967
AVG_RMSE_PER_AREA:  3.34395542374
STD_RMSE:  48.5975137216
CV_RMSE:  3.78270482668
AVG_MAE:  19.734024231
AVG_MAE_PER_AREA:  1.53604542685
STD_MAE:  12.1837737623
CV_MAE:  0.948353450386



ITERATION 5130 OF 6498
HP:  15
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42534604378
AVG_RMSE_PER_AREA:  1.2829099813
STD_RMSE:  0.272265454958
CV_RMSE:  0.245057732649
AVG_MAE:  1.17812348281
AVG_MAE_PER_AREA:  1.06039258459
STD_MAE:  0.182651576683
CV_MAE:  0.164399046709



ITERATION 5131 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.6656306386
AVG_RMSE_PER_AREA:  4.48854360328
STD_RMSE:  31.8658701821
CV_RMSE:  2.48035695066
AVG_MAE:  21.8418919784
AVG_MAE_PER_AREA:  1.70011640274
STD_MAE:  3.98006267456
CV_MAE:  0.309797788747



ITERATION 5132 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.47674907449
AVG_RMSE_PER_AREA:  1.32917626271
STD_RMSE:  0.0193841208335
CV_RMSE:  0.0174470488795
AVG_MAE:  1.22196418259
AVG_MAE_PER_AREA:  1.09985224534
STD_MAE:  0.0238374238421
CV_MAE:  0.0214553294682



ITERATION 5133 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.2246097076
AVG_RMSE_PER_AREA:  4.60989050351
STD_RMSE:  30.9022488288
CV_RMSE:  2.40535115582
AVG_MAE:  21.8193777539
AVG_MAE_PER_AREA:  1.69836395372
STD_MAE:  4.53727434672
CV_MAE:  0.353169704723



ITERATION 5134 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47316905241
AVG_RMSE_PER_AREA:  1.32595399534
STD_RMSE:  0.0779172097951
CV_RMSE:  0.0701308756547
AVG_MAE:  1.22067683731
AVG_MAE_PER_AREA:  1.09869354558
STD_MAE:  0.0785307043586
CV_MAE:  0.070683063176



ITERATION 5135 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.3862285799
AVG_RMSE_PER_AREA:  4.38895825473
STD_RMSE:  36.6691433346
CV_RMSE:  2.85423131473
AVG_MAE:  22.1371803763
AVG_MAE_PER_AREA:  1.72310088821
STD_MAE:  5.76580340801
CV_MAE:  0.448795230681



ITERATION 5136 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4693692973
AVG_RMSE_PER_AREA:  1.32253395303
STD_RMSE:  0.0822844306715
CV_RMSE:  0.074061676373
AVG_MAE:  1.21983602046
AVG_MAE_PER_AREA:  1.09793675229
STD_MAE:  0.0668012768276
CV_MAE:  0.0601257674792



ITERATION 5137 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.7633330939
AVG_RMSE_PER_AREA:  4.18479885119
STD_RMSE:  37.5356362493
CV_RMSE:  2.92167688303
AVG_MAE:  21.0632736145
AVG_MAE_PER_AREA:  1.63951076229
STD_MAE:  5.41145105511
CV_MAE:  0.421213359654



ITERATION 5138 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44951114884
AVG_RMSE_PER_AREA:  1.30466024652
STD_RMSE:  0.109849428599
CV_RMSE:  0.0988720802259
AVG_MAE:  1.20270670756
AVG_MAE_PER_AREA:  1.08251918644
STD_MAE:  0.103408256673
CV_MAE:  0.0930745801786



ITERATION 5139 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.6729260157
AVG_RMSE_PER_AREA:  4.09992438331
STD_RMSE:  40.6472890073
CV_RMSE:  3.16387988901
AVG_MAE:  21.421276678
AVG_MAE_PER_AREA:  1.66737679519
STD_MAE:  7.00986376989
CV_MAE:  0.545629672922



ITERATION 5140 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.46152849671
AVG_RMSE_PER_AREA:  1.31547669043
STD_RMSE:  0.142861135389
CV_RMSE:  0.128584898615
AVG_MAE:  1.21209132402
AVG_MAE_PER_AREA:  1.09096599006
STD_MAE:  0.106790794418
CV_MAE:  0.0961190980026



ITERATION 5141 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.0639771452
AVG_RMSE_PER_AREA:  3.97468796291
STD_RMSE:  42.078378942
CV_RMSE:  3.27527222966
AVG_MAE:  21.4099552708
AVG_MAE_PER_AREA:  1.66649556613
STD_MAE:  8.57566583827
CV_MAE:  0.667507657784



ITERATION 5142 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45249520336
AVG_RMSE_PER_AREA:  1.30734610189
STD_RMSE:  0.156827614117
CV_RMSE:  0.141155695048
AVG_MAE:  1.21063398333
AVG_MAE_PER_AREA:  1.08965428269
STD_MAE:  0.118713290185
CV_MAE:  0.10685016846



ITERATION 5143 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.728675255
AVG_RMSE_PER_AREA:  3.79291410134
STD_RMSE:  43.9392351411
CV_RMSE:  3.42011646524
AVG_MAE:  21.2328047969
AVG_MAE_PER_AREA:  1.65270663124
STD_MAE:  9.46969752246
CV_MAE:  0.7370967727



ITERATION 5144 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45675914952
AVG_RMSE_PER_AREA:  1.31118394822
STD_RMSE:  0.17486831298
CV_RMSE:  0.157393571277
AVG_MAE:  1.21750250797
AVG_MAE_PER_AREA:  1.09583642972
STD_MAE:  0.13246281683
CV_MAE:  0.11922569302



ITERATION 5145 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.6740209915
AVG_RMSE_PER_AREA:  3.55514771081
STD_RMSE:  46.9571400475
CV_RMSE:  3.65502238082
AVG_MAE:  20.3937129717
AVG_MAE_PER_AREA:  1.5873938929
STD_MAE:  11.3256167416
CV_MAE:  0.881556726525



ITERATION 5146 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42980890742
AVG_RMSE_PER_AREA:  1.28692686712
STD_RMSE:  0.218393671261
CV_RMSE:  0.196569402873
AVG_MAE:  1.19113687633
AVG_MAE_PER_AREA:  1.07210553845
STD_MAE:  0.165898381039
CV_MAE:  0.14932001239



ITERATION 5147 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.2611330815
AVG_RMSE_PER_AREA:  3.4451721687
STD_RMSE:  47.8590029953
CV_RMSE:  3.72522106106
AVG_MAE:  20.7971369114
AVG_MAE_PER_AREA:  1.61879536938
STD_MAE:  11.8611684614
CV_MAE:  0.923242687805



ITERATION 5148 OF 6498
HP:  16
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44951352418
AVG_RMSE_PER_AREA:  1.30466238449
STD_RMSE:  0.243526135113
CV_RMSE:  0.219190357883
AVG_MAE:  1.21773046442
AVG_MAE_PER_AREA:  1.09604160628
STD_MAE:  0.175851660243
CV_MAE:  0.158278651797



ITERATION 5149 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.1735889399
AVG_RMSE_PER_AREA:  4.3724069349
STD_RMSE:  31.8908020573
CV_RMSE:  2.48229758337
AVG_MAE:  19.7084316398
AVG_MAE_PER_AREA:  1.53405336572
STD_MAE:  2.79917049168
CV_MAE:  0.217880194247



ITERATION 5150 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42816092151
AVG_RMSE_PER_AREA:  1.28544356587
STD_RMSE:  0.0257286268265
CV_RMSE:  0.0231575429033
AVG_MAE:  1.1789104756
AVG_MAE_PER_AREA:  1.06110093251
STD_MAE:  0.0242690093474
CV_MAE:  0.0218437862608



ITERATION 5151 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.4382074516
AVG_RMSE_PER_AREA:  4.54867898502
STD_RMSE:  31.7168560076
CV_RMSE:  2.46875807257
AVG_MAE:  21.0446808369
AVG_MAE_PER_AREA:  1.63806354856
STD_MAE:  4.25559021304
CV_MAE:  0.331244140008



ITERATION 5152 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45658967056
AVG_RMSE_PER_AREA:  1.31103140544
STD_RMSE:  0.0706821516664
CV_RMSE:  0.06361882314
AVG_MAE:  1.20697042662
AVG_MAE_PER_AREA:  1.08635682837
STD_MAE:  0.0647502278054
CV_MAE:  0.0582796815591



ITERATION 5153 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.6704512068
AVG_RMSE_PER_AREA:  4.33324399454
STD_RMSE:  36.5699884027
CV_RMSE:  2.84651335118
AVG_MAE:  21.3414393809
AVG_MAE_PER_AREA:  1.6611624664
STD_MAE:  5.47211300404
CV_MAE:  0.425935128927



ITERATION 5154 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45318123328
AVG_RMSE_PER_AREA:  1.30796357625
STD_RMSE:  0.0755906429172
CV_RMSE:  0.0680368046164
AVG_MAE:  1.20260403978
AVG_MAE_PER_AREA:  1.08242677833
STD_MAE:  0.0713957859403
CV_MAE:  0.064261143324



ITERATION 5155 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.9717869905
AVG_RMSE_PER_AREA:  4.20102436358
STD_RMSE:  37.8432705454
CV_RMSE:  2.94562234129
AVG_MAE:  21.4326803749
AVG_MAE_PER_AREA:  1.66826442948
STD_MAE:  6.36673969791
CV_MAE:  0.495570557858



ITERATION 5156 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4468406838
AVG_RMSE_PER_AREA:  1.30225664336
STD_RMSE:  0.0995545201931
CV_RMSE:  0.0896059509174
AVG_MAE:  1.1976619698
AVG_MAE_PER_AREA:  1.07797857368
STD_MAE:  0.092717606075
CV_MAE:  0.0834522555382



ITERATION 5157 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.4059481952
AVG_RMSE_PER_AREA:  4.07914351999
STD_RMSE:  40.9899452749
CV_RMSE:  3.19055136699
AVG_MAE:  21.166268948
AVG_MAE_PER_AREA:  1.64752765277
STD_MAE:  7.80956285756
CV_MAE:  0.607876182408



ITERATION 5158 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44161556297
AVG_RMSE_PER_AREA:  1.29755367337
STD_RMSE:  0.135154696711
CV_RMSE:  0.121648571017
AVG_MAE:  1.18930217229
AVG_MAE_PER_AREA:  1.07045417797
STD_MAE:  0.0933861112117
CV_MAE:  0.0840539563786



ITERATION 5159 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.053237862
AVG_RMSE_PER_AREA:  3.89601463022
STD_RMSE:  41.9608700024
CV_RMSE:  3.2661256376
AVG_MAE:  20.3608401838
AVG_MAE_PER_AREA:  1.58483516008
STD_MAE:  8.12710578746
CV_MAE:  0.632592903112



ITERATION 5160 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43056369222
AVG_RMSE_PER_AREA:  1.28760622562
STD_RMSE:  0.143688817324
CV_RMSE:  0.129329869579
AVG_MAE:  1.19012019082
AVG_MAE_PER_AREA:  1.0711904512
STD_MAE:  0.105196505831
CV_MAE:  0.0946841280528



ITERATION 5161 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.7686992976
AVG_RMSE_PER_AREA:  3.79602946935
STD_RMSE:  43.8173449743
CV_RMSE:  3.41062884979
AVG_MAE:  21.074410049
AVG_MAE_PER_AREA:  1.64037759357
STD_MAE:  9.63218666721
CV_MAE:  0.749744507636



ITERATION 5162 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42762766331
AVG_RMSE_PER_AREA:  1.28496359662
STD_RMSE:  0.182254052768
CV_RMSE:  0.164041247701
AVG_MAE:  1.18961285512
AVG_MAE_PER_AREA:  1.070733814
STD_MAE:  0.131365175061
CV_MAE:  0.118237739542



ITERATION 5163 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.6441789674
AVG_RMSE_PER_AREA:  3.55282488481
STD_RMSE:  46.6710482237
CV_RMSE:  3.6327537329
AVG_MAE:  20.3839333577
AVG_MAE_PER_AREA:  1.58663267303
STD_MAE:  11.2324715136
CV_MAE:  0.874306542786



ITERATION 5164 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42713857003
AVG_RMSE_PER_AREA:  1.28452337885
STD_RMSE:  0.228203921042
CV_RMSE:  0.205399305912
AVG_MAE:  1.19259764514
AVG_MAE_PER_AREA:  1.07342033137
STD_MAE:  0.171930937048
CV_MAE:  0.154749729861



ITERATION 5165 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.7646746393
AVG_RMSE_PER_AREA:  3.40652912708
STD_RMSE:  48.1656939716
CV_RMSE:  3.74909309375
AVG_MAE:  20.6317105602
AVG_MAE_PER_AREA:  1.60591900989
STD_MAE:  12.4717656084
CV_MAE:  0.97076999112



ITERATION 5166 OF 6498
HP:  16
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41498851579
AVG_RMSE_PER_AREA:  1.27358749003
STD_RMSE:  0.253500722619
CV_RMSE:  0.228168176236
AVG_MAE:  1.18539341611
AVG_MAE_PER_AREA:  1.06693602717
STD_MAE:  0.175116251011
CV_MAE:  0.157616732645



ITERATION 5167 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.895158613
AVG_RMSE_PER_AREA:  4.35073463809
STD_RMSE:  32.2809941052
CV_RMSE:  2.5126691236
AVG_MAE:  19.2628209227
AVG_MAE_PER_AREA:  1.49936817956
STD_MAE:  3.0146476801
CV_MAE:  0.234652381511



ITERATION 5168 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43992386286
AVG_RMSE_PER_AREA:  1.29603102632
STD_RMSE:  0.040616000154
CV_RMSE:  0.0365572081428
AVG_MAE:  1.1835264516
AVG_MAE_PER_AREA:  1.06525563004
STD_MAE:  0.0268548686489
CV_MAE:  0.0241712384067



ITERATION 5169 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.8774663817
AVG_RMSE_PER_AREA:  4.50503234985
STD_RMSE:  30.7389142327
CV_RMSE:  2.39263761313
AVG_MAE:  19.8000887089
AVG_MAE_PER_AREA:  1.54118771501
STD_MAE:  3.10642953998
CV_MAE:  0.241796444196



ITERATION 5170 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45240301525
AVG_RMSE_PER_AREA:  1.30726312622
STD_RMSE:  0.0574211186797
CV_RMSE:  0.051682976645
AVG_MAE:  1.20312944123
AVG_MAE_PER_AREA:  1.08289967597
STD_MAE:  0.049473686293
CV_MAE:  0.0445297380478



ITERATION 5171 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.6002737695
AVG_RMSE_PER_AREA:  4.17210673494
STD_RMSE:  36.805050414
CV_RMSE:  2.86480997042
AVG_MAE:  19.0677841705
AVG_MAE_PER_AREA:  1.48418702301
STD_MAE:  4.85798340787
CV_MAE:  0.378132868899



ITERATION 5172 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43907913988
AVG_RMSE_PER_AREA:  1.29527071723
STD_RMSE:  0.100382357241
CV_RMSE:  0.0903510614934
AVG_MAE:  1.19272947427
AVG_MAE_PER_AREA:  1.0735389867
STD_MAE:  0.0721885708067
CV_MAE:  0.0649747045132



ITERATION 5173 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.8093668169
AVG_RMSE_PER_AREA:  4.03270716787
STD_RMSE:  37.9069222438
CV_RMSE:  2.95057682494
AVG_MAE:  18.9028432312
AVG_MAE_PER_AREA:  1.47134844672
STD_MAE:  5.14327704188
CV_MAE:  0.400339387787



ITERATION 5174 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43873949653
AVG_RMSE_PER_AREA:  1.29496501473
STD_RMSE:  0.108783832055
CV_RMSE:  0.0979129696655
AVG_MAE:  1.18869116164
AVG_MAE_PER_AREA:  1.06990422614
STD_MAE:  0.0705218816246
CV_MAE:  0.0634745690221



ITERATION 5175 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.046935882
AVG_RMSE_PER_AREA:  3.89552410039
STD_RMSE:  41.0782518004
CV_RMSE:  3.19742491863
AVG_MAE:  18.8377368024
AVG_MAE_PER_AREA:  1.46628073062
STD_MAE:  6.60843284048
CV_MAE:  0.514383327215



ITERATION 5176 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44727289481
AVG_RMSE_PER_AREA:  1.30264566315
STD_RMSE:  0.138454933151
CV_RMSE:  0.124619011976
AVG_MAE:  1.19606687275
AVG_MAE_PER_AREA:  1.07654287606
STD_MAE:  0.0845200016881
CV_MAE:  0.0760738448451



ITERATION 5177 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.689794853
AVG_RMSE_PER_AREA:  3.78988775137
STD_RMSE:  42.4169036116
CV_RMSE:  3.30162211474
AVG_MAE:  19.1066997099
AVG_MAE_PER_AREA:  1.48721610798
STD_MAE:  8.10365449544
CV_MAE:  0.630767515171



ITERATION 5178 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43995167728
AVG_RMSE_PER_AREA:  1.29605606122
STD_RMSE:  0.149705540093
CV_RMSE:  0.134745336039
AVG_MAE:  1.19238967288
AVG_MAE_PER_AREA:  1.07323314195
STD_MAE:  0.0977794562427
CV_MAE:  0.0880082706423



ITERATION 5179 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.7861562733
AVG_RMSE_PER_AREA:  3.56387603124
STD_RMSE:  44.8878235154
CV_RMSE:  3.49395213187
AVG_MAE:  19.1099359944
AVG_MAE_PER_AREA:  1.487468012
STD_MAE:  9.38589613858
CV_MAE:  0.730573889635



ITERATION 5180 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44074968412
AVG_RMSE_PER_AREA:  1.29677432255
STD_RMSE:  0.192946950053
CV_RMSE:  0.173665594516
AVG_MAE:  1.19794280905
AVG_MAE_PER_AREA:  1.07823134843
STD_MAE:  0.121183975792
CV_MAE:  0.109073956318



ITERATION 5181 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.147391853
AVG_RMSE_PER_AREA:  3.35848143088
STD_RMSE:  47.5686423256
CV_RMSE:  3.70262013721
AVG_MAE:  18.8560006788
AVG_MAE_PER_AREA:  1.46770234354
STD_MAE:  11.2308947982
CV_MAE:  0.87418381534



ITERATION 5182 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42206519283
AVG_RMSE_PER_AREA:  1.27995698862
STD_RMSE:  0.24494954174
CV_RMSE:  0.220471522255
AVG_MAE:  1.19035022154
AVG_MAE_PER_AREA:  1.07139749475
STD_MAE:  0.168705734843
CV_MAE:  0.151846824901



ITERATION 5183 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.2951663978
AVG_RMSE_PER_AREA:  3.2143089901
STD_RMSE:  48.6088682009
CV_RMSE:  3.78358862999
AVG_MAE:  18.6879088439
AVG_MAE_PER_AREA:  1.45461850969
STD_MAE:  11.9298823291
CV_MAE:  0.928591197615



ITERATION 5184 OF 6498
HP:  16
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42426375725
AVG_RMSE_PER_AREA:  1.2819358486
STD_RMSE:  0.267587134762
CV_RMSE:  0.240846921035
AVG_MAE:  1.19136840442
AVG_MAE_PER_AREA:  1.07231392974
STD_MAE:  0.177029960036
CV_MAE:  0.159339203073



ITERATION 5185 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.0331405199
AVG_RMSE_PER_AREA:  4.28363737834
STD_RMSE:  33.2832813464
CV_RMSE:  2.59068457119
AVG_MAE:  18.2607025404
AVG_MAE_PER_AREA:  1.4213658755
STD_MAE:  3.27395573738
CV_MAE:  0.254836250288



ITERATION 5186 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43980215078
AVG_RMSE_PER_AREA:  1.29592147703
STD_RMSE:  0.0492219435866
CV_RMSE:  0.0443031522077
AVG_MAE:  1.17419695072
AVG_MAE_PER_AREA:  1.05685843425
STD_MAE:  0.031936431283
CV_MAE:  0.0287449960933



ITERATION 5187 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.952253429
AVG_RMSE_PER_AREA:  4.35517875095
STD_RMSE:  33.1154352581
CV_RMSE:  2.57761986562
AVG_MAE:  18.4169810726
AVG_MAE_PER_AREA:  1.43353019242
STD_MAE:  4.71393633134
CV_MAE:  0.366920616873



ITERATION 5188 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44567147393
AVG_RMSE_PER_AREA:  1.30120427364
STD_RMSE:  0.0857656553289
CV_RMSE:  0.0771950192406
AVG_MAE:  1.17671296894
AVG_MAE_PER_AREA:  1.05912302459
STD_MAE:  0.0716479026216
CV_MAE:  0.0644880657673



ITERATION 5189 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.6382436796
AVG_RMSE_PER_AREA:  4.09722479992
STD_RMSE:  38.1478892419
CV_RMSE:  2.96933307308
AVG_MAE:  18.5811480371
AVG_MAE_PER_AREA:  1.4463085245
STD_MAE:  5.56138170527
CV_MAE:  0.43288357384



ITERATION 5190 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44674874682
AVG_RMSE_PER_AREA:  1.30217389372
STD_RMSE:  0.0789806627177
CV_RMSE:  0.0710880568072
AVG_MAE:  1.18361267312
AVG_MAE_PER_AREA:  1.06533323537
STD_MAE:  0.0653802754905
CV_MAE:  0.0588467680343



ITERATION 5191 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.8474583654
AVG_RMSE_PER_AREA:  3.95783470087
STD_RMSE:  39.2021739135
CV_RMSE:  3.05139586623
AVG_MAE:  18.2745320587
AVG_MAE_PER_AREA:  1.42244232945
STD_MAE:  6.3550959412
CV_MAE:  0.494664237939



ITERATION 5192 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44545850495
AVG_RMSE_PER_AREA:  1.30101258683
STD_RMSE:  0.115598990325
CV_RMSE:  0.104047083278
AVG_MAE:  1.18626855653
AVG_MAE_PER_AREA:  1.06772371405
STD_MAE:  0.092609674711
CV_MAE:  0.0833551098487



ITERATION 5193 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  49.7011987218
AVG_RMSE_PER_AREA:  3.86861281369
STD_RMSE:  42.1011988539
CV_RMSE:  3.27704847261
AVG_MAE:  18.6520295296
AVG_MAE_PER_AREA:  1.45182575663
STD_MAE:  7.59487117237
CV_MAE:  0.591165136684



ITERATION 5194 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45281651798
AVG_RMSE_PER_AREA:  1.30763530726
STD_RMSE:  0.15284480401
CV_RMSE:  0.137570890599
AVG_MAE:  1.19488076896
AVG_MAE_PER_AREA:  1.07547530064
STD_MAE:  0.103646714986
CV_MAE:  0.0932892091467



ITERATION 5195 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.7920659332
AVG_RMSE_PER_AREA:  3.7200108532
STD_RMSE:  43.2235218505
CV_RMSE:  3.36440719307
AVG_MAE:  18.6691453095
AVG_MAE_PER_AREA:  1.45315800468
STD_MAE:  8.50327031812
CV_MAE:  0.661872577663



ITERATION 5196 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43760912748
AVG_RMSE_PER_AREA:  1.29394760444
STD_RMSE:  0.150530206636
CV_RMSE:  0.135487592942
AVG_MAE:  1.18773746534
AVG_MAE_PER_AREA:  1.06904583354
STD_MAE:  0.105271380537
CV_MAE:  0.0947515204646



ITERATION 5197 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.1030169028
AVG_RMSE_PER_AREA:  3.51070222879
STD_RMSE:  45.3584674338
CV_RMSE:  3.53058583769
AVG_MAE:  18.4453818627
AVG_MAE_PER_AREA:  1.43574083649
STD_MAE:  9.49054392748
CV_MAE:  0.738719402971



ITERATION 5198 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43377901697
AVG_RMSE_PER_AREA:  1.29050024019
STD_RMSE:  0.19053042954
CV_RMSE:  0.171490558987
AVG_MAE:  1.18913568896
AVG_MAE_PER_AREA:  1.07030433146
STD_MAE:  0.131065058115
CV_MAE:  0.117967613541



ITERATION 5199 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  42.9536344809
AVG_RMSE_PER_AREA:  3.34339985797
STD_RMSE:  47.7529695265
CV_RMSE:  3.71696768997
AVG_MAE:  18.4319546261
AVG_MAE_PER_AREA:  1.43469569511
STD_MAE:  11.4919944811
CV_MAE:  0.894507139626



ITERATION 5200 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43720647385
AVG_RMSE_PER_AREA:  1.29358518834
STD_RMSE:  0.229309720249
CV_RMSE:  0.206394601648
AVG_MAE:  1.19744692683
AVG_MAE_PER_AREA:  1.07778502014
STD_MAE:  0.166308983379
CV_MAE:  0.149689582882



ITERATION 5201 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  40.7739780959
AVG_RMSE_PER_AREA:  3.17374104013
STD_RMSE:  49.2362690195
CV_RMSE:  3.83242388767
AVG_MAE:  18.5712058558
AVG_MAE_PER_AREA:  1.44553465082
STD_MAE:  12.350288921
CV_MAE:  0.961314559839



ITERATION 5202 OF 6498
HP:  16
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42002565853
AVG_RMSE_PER_AREA:  1.27812126675
STD_RMSE:  0.257267249681
CV_RMSE:  0.231558310992
AVG_MAE:  1.18480743231
AVG_MAE_PER_AREA:  1.06640860124
STD_MAE:  0.165134620213
CV_MAE:  0.148632574843



ITERATION 5203 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.6117619949
AVG_RMSE_PER_AREA:  4.56218802197
STD_RMSE:  31.0064685159
CV_RMSE:  2.41346334681
AVG_MAE:  20.2098778398
AVG_MAE_PER_AREA:  1.57308464151
STD_MAE:  1.96470853099
CV_MAE:  0.1529278326



ITERATION 5204 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42863143001
AVG_RMSE_PER_AREA:  1.28586705604
STD_RMSE:  0.0293189795582
CV_RMSE:  0.0263891085824
AVG_MAE:  1.16681822684
AVG_MAE_PER_AREA:  1.05021707262
STD_MAE:  0.0127759722534
CV_MAE:  0.0114992583003



ITERATION 5205 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.6733966572
AVG_RMSE_PER_AREA:  4.48914809009
STD_RMSE:  31.5810020544
CV_RMSE:  2.45818355208
AVG_MAE:  19.6662085978
AVG_MAE_PER_AREA:  1.53076683329
STD_MAE:  3.902554951
CV_MAE:  0.30376478793



ITERATION 5206 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.42567176636
AVG_RMSE_PER_AREA:  1.28320315414
STD_RMSE:  0.0830681796499
CV_RMSE:  0.0747671046385
AVG_MAE:  1.17244095571
AVG_MAE_PER_AREA:  1.05527791734
STD_MAE:  0.0888128141408
CV_MAE:  0.079937672838



ITERATION 5207 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.6287922499
AVG_RMSE_PER_AREA:  4.25216395438
STD_RMSE:  36.8974539869
CV_RMSE:  2.87200242564
AVG_MAE:  19.8783279506
AVG_MAE_PER_AREA:  1.54727765531
STD_MAE:  4.55413742124
CV_MAE:  0.354482282847



ITERATION 5208 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43183562789
AVG_RMSE_PER_AREA:  1.28875105566
STD_RMSE:  0.0919551421243
CV_RMSE:  0.0827659852693
AVG_MAE:  1.17582234828
AVG_MAE_PER_AREA:  1.05832140442
STD_MAE:  0.0711193795907
CV_MAE:  0.0640123584998



ITERATION 5209 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.4718216965
AVG_RMSE_PER_AREA:  4.16210835767
STD_RMSE:  38.1087887641
CV_RMSE:  2.96628959298
AVG_MAE:  19.6081283609
AVG_MAE_PER_AREA:  1.52624601781
STD_MAE:  5.35250208396
CV_MAE:  0.416624924143



ITERATION 5210 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.42449442824
AVG_RMSE_PER_AREA:  1.28214346844
STD_RMSE:  0.101859925582
CV_RMSE:  0.0916809751527
AVG_MAE:  1.16856048811
AVG_MAE_PER_AREA:  1.05178522822
STD_MAE:  0.0852231183192
CV_MAE:  0.0767066984234



ITERATION 5211 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.8899800956
AVG_RMSE_PER_AREA:  3.96114448241
STD_RMSE:  41.4735624846
CV_RMSE:  3.22819488027
AVG_MAE:  19.6208692968
AVG_MAE_PER_AREA:  1.52723773932
STD_MAE:  7.03270822889
CV_MAE:  0.54740782655



ITERATION 5212 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.41909758112
AVG_RMSE_PER_AREA:  1.27728593292
STD_RMSE:  0.156556917362
CV_RMSE:  0.140912049255
AVG_MAE:  1.17067216293
AVG_MAE_PER_AREA:  1.05368588155
STD_MAE:  0.118088824859
CV_MAE:  0.106288106494



ITERATION 5213 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.8157711988
AVG_RMSE_PER_AREA:  3.87753083909
STD_RMSE:  42.7470994707
CV_RMSE:  3.32732370674
AVG_MAE:  19.4836194391
AVG_MAE_PER_AREA:  1.51655456523
STD_MAE:  7.14388297632
CV_MAE:  0.556061381464



ITERATION 5214 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4180800284
AVG_RMSE_PER_AREA:  1.27637006512
STD_RMSE:  0.1586286258
CV_RMSE:  0.142776730077
AVG_MAE:  1.16923173745
AVG_MAE_PER_AREA:  1.05238939903
STD_MAE:  0.121347006133
CV_MAE:  0.109220694896



ITERATION 5215 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.2993443356
AVG_RMSE_PER_AREA:  3.68165867789
STD_RMSE:  45.0415140141
CV_RMSE:  3.50591500294
AVG_MAE:  19.5835468137
AVG_MAE_PER_AREA:  1.52433265373
STD_MAE:  9.22193347661
CV_MAE:  0.717811459927



ITERATION 5216 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41582253199
AVG_RMSE_PER_AREA:  1.27433816228
STD_RMSE:  0.18118631877
CV_RMSE:  0.163080213285
AVG_MAE:  1.17083987981
AVG_MAE_PER_AREA:  1.05383683834
STD_MAE:  0.126639962766
CV_MAE:  0.113984721796



ITERATION 5217 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.6164615539
AVG_RMSE_PER_AREA:  3.47283001835
STD_RMSE:  47.9671192215
CV_RMSE:  3.73363654858
AVG_MAE:  19.354945393
AVG_MAE_PER_AREA:  1.50653891015
STD_MAE:  10.6202991557
CV_MAE:  0.826656629131



ITERATION 5218 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.40286566375
AVG_RMSE_PER_AREA:  1.26267608508
STD_RMSE:  0.229896314165
CV_RMSE:  0.206922576727
AVG_MAE:  1.16593991054
AVG_MAE_PER_AREA:  1.04942652724
STD_MAE:  0.17177766146
CV_MAE:  0.154611771235



ITERATION 5219 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.714691354
AVG_RMSE_PER_AREA:  3.32480114273
STD_RMSE:  49.071480877
CV_RMSE:  3.81959720469
AVG_MAE:  19.4442495489
AVG_MAE_PER_AREA:  1.51349011477
STD_MAE:  11.7831073764
CV_MAE:  0.917166614762



ITERATION 5220 OF 6498
HP:  16
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.39371212291
AVG_RMSE_PER_AREA:  1.25443726549
STD_RMSE:  0.269106158261
CV_RMSE:  0.242214147202
AVG_MAE:  1.16264649286
AVG_MAE_PER_AREA:  1.04646222363
STD_MAE:  0.1845436398
CV_MAE:  0.166102034323



ITERATION 5221 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.0711159872
AVG_RMSE_PER_AREA:  4.6757803638
STD_RMSE:  29.7565396759
CV_RMSE:  2.31617211741
AVG_MAE:  21.1256543428
AVG_MAE_PER_AREA:  1.64436631691
STD_MAE:  2.27175520054
CV_MAE:  0.176827551536



ITERATION 5222 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44562428458
AVG_RMSE_PER_AREA:  1.30116179997
STD_RMSE:  0.0579503314009
CV_RMSE:  0.0521593046814
AVG_MAE:  1.19157379986
AVG_MAE_PER_AREA:  1.07249879983
STD_MAE:  0.027178079995
CV_MAE:  0.0244621509635



ITERATION 5223 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.0411791215
AVG_RMSE_PER_AREA:  4.59561274092
STD_RMSE:  29.4760325827
CV_RMSE:  2.29433817048
AVG_MAE:  20.6419662178
AVG_MAE_PER_AREA:  1.60671728376
STD_MAE:  4.05660713965
CV_MAE:  0.315755812016



ITERATION 5224 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.43706466632
AVG_RMSE_PER_AREA:  1.29345755176
STD_RMSE:  0.091739788419
CV_RMSE:  0.0825721520459
AVG_MAE:  1.18203536252
AVG_MAE_PER_AREA:  1.06391354678
STD_MAE:  0.07431863145
CV_MAE:  0.0668919063549



ITERATION 5225 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.7801288509
AVG_RMSE_PER_AREA:  4.26394360415
STD_RMSE:  36.7896223622
CV_RMSE:  2.86360909076
AVG_MAE:  19.5144879542
AVG_MAE_PER_AREA:  1.51895729064
STD_MAE:  4.44518797562
CV_MAE:  0.346001939671



ITERATION 5226 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43869631125
AVG_RMSE_PER_AREA:  1.294926145
STD_RMSE:  0.0879104405079
CV_RMSE:  0.0791254741824
AVG_MAE:  1.17319111957
AVG_MAE_PER_AREA:  1.05595311668
STD_MAE:  0.0684715445778
CV_MAE:  0.061629123929



ITERATION 5227 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.2059353232
AVG_RMSE_PER_AREA:  4.14141244979
STD_RMSE:  37.1239921306
CV_RMSE:  2.88963556906
AVG_MAE:  19.8140198587
AVG_MAE_PER_AREA:  1.54227207969
STD_MAE:  5.65187061673
CV_MAE:  0.439926996763



ITERATION 5228 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43393301041
AVG_RMSE_PER_AREA:  1.29063884493
STD_RMSE:  0.137735996729
CV_RMSE:  0.123971919492
AVG_MAE:  1.17420769107
AVG_MAE_PER_AREA:  1.05686810131
STD_MAE:  0.104127596985
CV_MAE:  0.0937220361913



ITERATION 5229 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  49.6226121911
AVG_RMSE_PER_AREA:  3.86249584132
STD_RMSE:  40.4424556425
CV_RMSE:  3.14793618945
AVG_MAE:  18.5193645833
AVG_MAE_PER_AREA:  1.44149946019
STD_MAE:  7.35063585659
CV_MAE:  0.572154491137



ITERATION 5230 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42251210644
AVG_RMSE_PER_AREA:  1.28035924177
STD_RMSE:  0.150793407268
CV_RMSE:  0.135724491707
AVG_MAE:  1.16645459694
AVG_MAE_PER_AREA:  1.04988978058
STD_MAE:  0.106915595972
CV_MAE:  0.0962314280295



ITERATION 5231 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.6561784409
AVG_RMSE_PER_AREA:  3.78727113676
STD_RMSE:  43.2885354965
CV_RMSE:  3.36946768719
AVG_MAE:  17.8164095745
AVG_MAE_PER_AREA:  1.38678325969
STD_MAE:  7.4156979677
CV_MAE:  0.577218757658



ITERATION 5232 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.41482501867
AVG_RMSE_PER_AREA:  1.27344033132
STD_RMSE:  0.179383570049
CV_RMSE:  0.161457614803
AVG_MAE:  1.16021249286
AVG_MAE_PER_AREA:  1.04427145535
STD_MAE:  0.132283645856
CV_MAE:  0.119064426756



ITERATION 5233 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.6322534024
AVG_RMSE_PER_AREA:  3.55189662966
STD_RMSE:  44.3573667509
CV_RMSE:  3.45266274873
AVG_MAE:  18.6017864846
AVG_MAE_PER_AREA:  1.4479149679
STD_MAE:  8.52920343885
CV_MAE:  0.663891144735



ITERATION 5234 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41204634525
AVG_RMSE_PER_AREA:  1.27093933314
STD_RMSE:  0.211160291554
CV_RMSE:  0.190058861055
AVG_MAE:  1.16571355742
AVG_MAE_PER_AREA:  1.04922279377
STD_MAE:  0.144250214597
CV_MAE:  0.129835165937



ITERATION 5235 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.1017111371
AVG_RMSE_PER_AREA:  3.35492576206
STD_RMSE:  47.3312658226
CV_RMSE:  3.68414336392
AVG_MAE:  18.6561028004
AVG_MAE_PER_AREA:  1.4521428095
STD_MAE:  10.7346840388
CV_MAE:  0.835560052706



ITERATION 5236 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.39479638699
AVG_RMSE_PER_AREA:  1.25541317813
STD_RMSE:  0.24066550191
CV_RMSE:  0.21661559023
AVG_MAE:  1.15437379207
AVG_MAE_PER_AREA:  1.03901622098
STD_MAE:  0.170118124836
CV_MAE:  0.153118073541



ITERATION 5237 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.1472077642
AVG_RMSE_PER_AREA:  3.35846710189
STD_RMSE:  47.4336483542
CV_RMSE:  3.69211255548
AVG_MAE:  19.6776030568
AVG_MAE_PER_AREA:  1.53165374852
STD_MAE:  11.8480936339
CV_MAE:  0.922224977033



ITERATION 5238 OF 6498
HP:  16
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41486565666
AVG_RMSE_PER_AREA:  1.27347690833
STD_RMSE:  0.274118984056
CV_RMSE:  0.246726036982
AVG_MAE:  1.18436956202
AVG_MAE_PER_AREA:  1.0660144877
STD_MAE:  0.190274376439
CV_MAE:  0.171260093494



ITERATION 5239 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.9837904559
AVG_RMSE_PER_AREA:  4.59114575556
STD_RMSE:  30.5864952242
CV_RMSE:  2.38077371157
AVG_MAE:  20.6693820994
AVG_MAE_PER_AREA:  1.60885126511
STD_MAE:  1.25157085343
CV_MAE:  0.0974190394868



ITERATION 5240 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41048084569
AVG_RMSE_PER_AREA:  1.26953027531
STD_RMSE:  0.0695190922428
CV_RMSE:  0.0625719892502
AVG_MAE:  1.13249754209
AVG_MAE_PER_AREA:  1.01932608357
STD_MAE:  0.0343071566258
CV_MAE:  0.0308788128029



ITERATION 5241 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.9608836669
AVG_RMSE_PER_AREA:  4.51152533567
STD_RMSE:  31.7708585366
CV_RMSE:  2.47296148982
AVG_MAE:  19.4407775392
AVG_MAE_PER_AREA:  1.51321986251
STD_MAE:  3.27713652628
CV_MAE:  0.255083834673



ITERATION 5242 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4094093654
AVG_RMSE_PER_AREA:  1.26856586897
STD_RMSE:  0.0695618427587
CV_RMSE:  0.0626104676701
AVG_MAE:  1.13281680437
AVG_MAE_PER_AREA:  1.0196134417
STD_MAE:  0.0378520233392
CV_MAE:  0.0340694379209



ITERATION 5243 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.8426518295
AVG_RMSE_PER_AREA:  4.19097281651
STD_RMSE:  37.1417988122
CV_RMSE:  2.89102159513
AVG_MAE:  18.2981605027
AVG_MAE_PER_AREA:  1.42428150645
STD_MAE:  5.06068549561
CV_MAE:  0.393910675353



ITERATION 5244 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44343184546
AVG_RMSE_PER_AREA:  1.29918845318
STD_RMSE:  0.0833187453117
CV_RMSE:  0.074992631057
AVG_MAE:  1.15073560322
AVG_MAE_PER_AREA:  1.03574159948
STD_MAE:  0.0403455313484
CV_MAE:  0.0363137675189



ITERATION 5245 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.0173000963
AVG_RMSE_PER_AREA:  4.04889215676
STD_RMSE:  39.2204867464
CV_RMSE:  3.0528212898
AVG_MAE:  17.9830860557
AVG_MAE_PER_AREA:  1.39975692607
STD_MAE:  7.52267172922
CV_MAE:  0.58554531869



ITERATION 5246 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43153163693
AVG_RMSE_PER_AREA:  1.28847744278
STD_RMSE:  0.1002546328
CV_RMSE:  0.090236100666
AVG_MAE:  1.15050791969
AVG_MAE_PER_AREA:  1.03553666857
STD_MAE:  0.0767246542482
CV_MAE:  0.0690574932146



ITERATION 5247 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  48.5072542766
AVG_RMSE_PER_AREA:  3.77567926483
STD_RMSE:  42.5035175219
CV_RMSE:  3.30836391759
AVG_MAE:  17.1890828856
AVG_MAE_PER_AREA:  1.33795377208
STD_MAE:  7.10845931748
CV_MAE:  0.553304095443



ITERATION 5248 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.41936380222
AVG_RMSE_PER_AREA:  1.27752555031
STD_RMSE:  0.150688634114
CV_RMSE:  0.135630188625
AVG_MAE:  1.13200268474
AVG_MAE_PER_AREA:  1.01888067775
STD_MAE:  0.0983386600776
CV_MAE:  0.0885115927544



ITERATION 5249 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.1863409479
AVG_RMSE_PER_AREA:  3.82853761565
STD_RMSE:  42.4896012989
CV_RMSE:  3.30728071477
AVG_MAE:  18.1286835106
AVG_MAE_PER_AREA:  1.41108985554
STD_MAE:  8.24391563535
CV_MAE:  0.641685079678



ITERATION 5250 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43189430204
AVG_RMSE_PER_AREA:  1.28880386645
STD_RMSE:  0.107458025659
CV_RMSE:  0.0967196522486
AVG_MAE:  1.14169477897
AVG_MAE_PER_AREA:  1.02760423262
STD_MAE:  0.0768939643038
CV_MAE:  0.06920988397



ITERATION 5251 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.5223044145
AVG_RMSE_PER_AREA:  3.62117589935
STD_RMSE:  45.3345145277
CV_RMSE:  3.52872140541
AVG_MAE:  17.3485653711
AVG_MAE_PER_AREA:  1.35036747644
STD_MAE:  8.90834464061
CV_MAE:  0.693402515668



ITERATION 5252 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42762765788
AVG_RMSE_PER_AREA:  1.28496359173
STD_RMSE:  0.186599463941
CV_RMSE:  0.167952418179
AVG_MAE:  1.1392876895
AVG_MAE_PER_AREA:  1.02543768568
STD_MAE:  0.126258750107
CV_MAE:  0.113641604048



ITERATION 5253 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.7329873814
AVG_RMSE_PER_AREA:  3.4819000875
STD_RMSE:  48.0459134967
CV_RMSE:  3.73976969125
AVG_MAE:  18.3880794434
AVG_MAE_PER_AREA:  1.43128056432
STD_MAE:  10.2984592825
CV_MAE:  0.801605445466



ITERATION 5254 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42496269566
AVG_RMSE_PER_AREA:  1.28256494149
STD_RMSE:  0.217393143844
CV_RMSE:  0.195668859026
AVG_MAE:  1.14486775154
AVG_MAE_PER_AREA:  1.0304601273
STD_MAE:  0.146502951424
CV_MAE:  0.131862784825



ITERATION 5255 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.0235126203
AVG_RMSE_PER_AREA:  3.27100157703
STD_RMSE:  49.6133526074
CV_RMSE:  3.86177509926
AVG_MAE:  18.5303508442
AVG_MAE_PER_AREA:  1.44235460234
STD_MAE:  12.4047760671
CV_MAE:  0.96555569842



ITERATION 5256 OF 6498
HP:  16
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41314957855
AVG_RMSE_PER_AREA:  1.27193231938
STD_RMSE:  0.288676308078
CV_RMSE:  0.259828635028
AVG_MAE:  1.14539039802
AVG_MAE_PER_AREA:  1.03093054526
STD_MAE:  0.19999632463
CV_MAE:  0.180010518997



ITERATION 5257 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.8541680002
AVG_RMSE_PER_AREA:  4.26970662011
STD_RMSE:  34.3722145515
CV_RMSE:  2.67544431661
AVG_MAE:  12.9269822403
AVG_MAE_PER_AREA:  1.00620287686
STD_MAE:  4.15659182934
CV_MAE:  0.323538361766



ITERATION 5258 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.71412312978
AVG_RMSE_PER_AREA:  1.54282932342
STD_RMSE:  0.0779746480437
CV_RMSE:  0.0701825740494
AVG_MAE:  1.11215307932
AVG_MAE_PER_AREA:  1.00101466056
STD_MAE:  0.0412175134385
CV_MAE:  0.0370986116848



ITERATION 5259 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.7665934845
AVG_RMSE_PER_AREA:  4.26289004622
STD_RMSE:  34.1431246563
CV_RMSE:  2.65761255144
AVG_MAE:  13.0381775345
AVG_MAE_PER_AREA:  1.01485803108
STD_MAE:  4.35623121296
CV_MAE:  0.33907777525



ITERATION 5260 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.72269309537
AVG_RMSE_PER_AREA:  1.55054288495
STD_RMSE:  0.0906396905226
CV_RMSE:  0.0815819878835
AVG_MAE:  1.11534313406
AVG_MAE_PER_AREA:  1.00388593037
STD_MAE:  0.0857803891291
CV_MAE:  0.0772082806794



ITERATION 5261 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.365548561
AVG_RMSE_PER_AREA:  3.99816150225
STD_RMSE:  39.4558222735
CV_RMSE:  3.0711391988
AVG_MAE:  12.9111541195
AVG_MAE_PER_AREA:  1.00497085686
STD_MAE:  6.02416390897
CV_MAE:  0.468905344124



ITERATION 5262 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.72988640597
AVG_RMSE_PER_AREA:  1.5570173618
STD_RMSE:  0.149668879585
CV_RMSE:  0.134712339048
AVG_MAE:  1.11556952563
AVG_MAE_PER_AREA:  1.00408969844
STD_MAE:  0.12858502669
CV_MAE:  0.115735413801



ITERATION 5263 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.8609156853
AVG_RMSE_PER_AREA:  3.95888218386
STD_RMSE:  39.7991143793
CV_RMSE:  3.09786016879
AVG_MAE:  12.8519743984
AVG_MAE_PER_AREA:  1.00036446037
STD_MAE:  5.82163532817
CV_MAE:  0.453141043001



ITERATION 5264 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.7195438696
AVG_RMSE_PER_AREA:  1.54770836403
STD_RMSE:  0.141206161777
CV_RMSE:  0.127095307947
AVG_MAE:  1.10651806068
AVG_MAE_PER_AREA:  0.995942754206
STD_MAE:  0.145010778844
CV_MAE:  0.13051972634



ITERATION 5265 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.8014761604
AVG_RMSE_PER_AREA:  3.72074332095
STD_RMSE:  43.5529175121
CV_RMSE:  3.39004649976
AVG_MAE:  12.88262097
AVG_MAE_PER_AREA:  1.00274991027
STD_MAE:  7.97068826246
CV_MAE:  0.62041776736



ITERATION 5266 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.70748886435
AVG_RMSE_PER_AREA:  1.53685802587
STD_RMSE:  0.195072461451
CV_RMSE:  0.175578701722
AVG_MAE:  1.10969655908
AVG_MAE_PER_AREA:  0.998803622507
STD_MAE:  0.191212771876
CV_MAE:  0.172104714264



ITERATION 5267 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.2228921154
AVG_RMSE_PER_AREA:  3.67570783473
STD_RMSE:  44.405693069
CV_RMSE:  3.4564243444
AVG_MAE:  12.9213140716
AVG_MAE_PER_AREA:  1.00576168126
STD_MAE:  7.71854852797
CV_MAE:  0.600791862296



ITERATION 5268 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.7066185173
AVG_RMSE_PER_AREA:  1.53607465336
STD_RMSE:  0.202512586057
CV_RMSE:  0.182275328244
AVG_MAE:  1.1136304918
AVG_MAE_PER_AREA:  1.00234443393
STD_MAE:  0.160115522954
CV_MAE:  0.144115040312



ITERATION 5269 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.9364885942
AVG_RMSE_PER_AREA:  3.41990268113
STD_RMSE:  47.1563046473
CV_RMSE:  3.67052483836
AVG_MAE:  12.8780735994
AVG_MAE_PER_AREA:  1.0023959547
STD_MAE:  8.93547370943
CV_MAE:  0.695514172247



ITERATION 5270 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.72162343964
AVG_RMSE_PER_AREA:  1.54958012084
STD_RMSE:  0.202732718405
CV_RMSE:  0.182473462576
AVG_MAE:  1.10914405453
AVG_MAE_PER_AREA:  0.998306330222
STD_MAE:  0.168728855315
CV_MAE:  0.151867634924



ITERATION 5271 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.3337956303
AVG_RMSE_PER_AREA:  3.21731578968
STD_RMSE:  49.839210802
CV_RMSE:  3.87935531721
AVG_MAE:  12.9321360258
AVG_MAE_PER_AREA:  1.0066040342
STD_MAE:  11.0021462544
CV_MAE:  0.856378620081



ITERATION 5272 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.71222539802
AVG_RMSE_PER_AREA:  1.54112123364
STD_RMSE:  0.316292185062
CV_RMSE:  0.284684833549
AVG_MAE:  1.11630507954
AVG_MAE_PER_AREA:  1.0047517478
STD_MAE:  0.269324372041
CV_MAE:  0.24241055469



ITERATION 5273 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  38.1413061314
AVG_RMSE_PER_AREA:  2.96882066078
STD_RMSE:  51.7191045171
CV_RMSE:  4.02568138381
AVG_MAE:  12.8768877277
AVG_MAE_PER_AREA:  1.00230364951
STD_MAE:  12.5309193031
CV_MAE:  0.975374361789



ITERATION 5274 OF 6498
HP:  16
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.68391749108
AVG_RMSE_PER_AREA:  1.51564216031
STD_RMSE:  0.360370513883
CV_RMSE:  0.324358376862
AVG_MAE:  1.11255549369
AVG_MAE_PER_AREA:  1.00137686131
STD_MAE:  0.26433684752
CV_MAE:  0.237921437807



ITERATION 5275 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.1740946934
AVG_RMSE_PER_AREA:  4.37244630144
STD_RMSE:  32.4075803922
CV_RMSE:  2.52252227291
AVG_MAE:  20.2782433585
AVG_MAE_PER_AREA:  1.57840603674
STD_MAE:  3.55993850725
CV_MAE:  0.27709640973



ITERATION 5276 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45228557404
AVG_RMSE_PER_AREA:  1.30715742101
STD_RMSE:  0.0314319286997
CV_RMSE:  0.0282909088893
AVG_MAE:  1.19150442959
AVG_MAE_PER_AREA:  1.07243636179
STD_MAE:  0.0260421701483
CV_MAE:  0.0234397535699



ITERATION 5277 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.0070137158
AVG_RMSE_PER_AREA:  4.43727856476
STD_RMSE:  32.6920432047
CV_RMSE:  2.5446641228
AVG_MAE:  20.5096333551
AVG_MAE_PER_AREA:  1.59641683586
STD_MAE:  4.76251602567
CV_MAE:  0.370701934685



ITERATION 5278 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45923024228
AVG_RMSE_PER_AREA:  1.31340810254
STD_RMSE:  0.0966084375919
CV_RMSE:  0.0869542728976
AVG_MAE:  1.19917017856
AVG_MAE_PER_AREA:  1.07933606584
STD_MAE:  0.0872623760064
CV_MAE:  0.0785421713269



ITERATION 5279 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.66918653
AVG_RMSE_PER_AREA:  4.17747072606
STD_RMSE:  37.8482668692
CV_RMSE:  2.94601124222
AVG_MAE:  20.2160980556
AVG_MAE_PER_AREA:  1.57356880703
STD_MAE:  6.45242009561
CV_MAE:  0.502239698501



ITERATION 5280 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44437852963
AVG_RMSE_PER_AREA:  1.30004053438
STD_RMSE:  0.109917773707
CV_RMSE:  0.0989335955477
AVG_MAE:  1.18190030311
AVG_MAE_PER_AREA:  1.06379198398
STD_MAE:  0.0797117421826
CV_MAE:  0.0717460788692



ITERATION 5281 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.6854407692
AVG_RMSE_PER_AREA:  4.02306108471
STD_RMSE:  39.0821440834
CV_RMSE:  3.04205305457
AVG_MAE:  20.0353875739
AVG_MAE_PER_AREA:  1.55950277034
STD_MAE:  7.24949829867
CV_MAE:  0.564282205104



ITERATION 5282 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44080689003
AVG_RMSE_PER_AREA:  1.29682581182
STD_RMSE:  0.118043323793
CV_RMSE:  0.106247152388
AVG_MAE:  1.18268419834
AVG_MAE_PER_AREA:  1.06449754387
STD_MAE:  0.0871259951542
CV_MAE:  0.0784194191311



ITERATION 5283 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.790543665
AVG_RMSE_PER_AREA:  3.95340460773
STD_RMSE:  41.4637675287
CV_RMSE:  3.22743246624
AVG_MAE:  20.0054769042
AVG_MAE_PER_AREA:  1.55717460114
STD_MAE:  7.90962256922
CV_MAE:  0.615664571674



ITERATION 5284 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43591530783
AVG_RMSE_PER_AREA:  1.29242304965
STD_RMSE:  0.152366150502
CV_RMSE:  0.13714006935
AVG_MAE:  1.17658968696
AVG_MAE_PER_AREA:  1.05901206229
STD_MAE:  0.103126984185
CV_MAE:  0.0928214154943



ITERATION 5285 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.1964784246
AVG_RMSE_PER_AREA:  3.75148927598
STD_RMSE:  43.3627601775
CV_RMSE:  3.37524514446
AVG_MAE:  19.791792795
AVG_MAE_PER_AREA:  1.54054198252
STD_MAE:  9.57109900676
CV_MAE:  0.74498960208



ITERATION 5286 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43359505848
AVG_RMSE_PER_AREA:  1.29033466483
STD_RMSE:  0.160398632586
CV_RMSE:  0.144369858554
AVG_MAE:  1.17942655145
AVG_MAE_PER_AREA:  1.06156543646
STD_MAE:  0.113226625957
CV_MAE:  0.101911791332



ITERATION 5287 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.494072391
AVG_RMSE_PER_AREA:  3.54114097698
STD_RMSE:  45.7120256095
CV_RMSE:  3.55810589202
AVG_MAE:  19.6538067227
AVG_MAE_PER_AREA:  1.5298015034
STD_MAE:  11.2522499617
CV_MAE:  0.875846046057



ITERATION 5288 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42135731107
AVG_RMSE_PER_AREA:  1.2793198461
STD_RMSE:  0.216804366704
CV_RMSE:  0.195138918895
AVG_MAE:  1.17355810792
AVG_MAE_PER_AREA:  1.05628343156
STD_MAE:  0.148362560679
CV_MAE:  0.133536561719



ITERATION 5289 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.605376467
AVG_RMSE_PER_AREA:  3.47196718385
STD_RMSE:  47.3767033746
CV_RMSE:  3.68768010549
AVG_MAE:  19.8626545095
AVG_MAE_PER_AREA:  1.54605767518
STD_MAE:  12.0998260363
CV_MAE:  0.941819176422



ITERATION 5290 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4114034033
AVG_RMSE_PER_AREA:  1.27036064094
STD_RMSE:  0.257314673028
CV_RMSE:  0.231600995284
AVG_MAE:  1.1712706476
AVG_MAE_PER_AREA:  1.05422455913
STD_MAE:  0.191086217879
CV_MAE:  0.171990806917



ITERATION 5291 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.7845209608
AVG_RMSE_PER_AREA:  3.33023649878
STD_RMSE:  48.3872408191
CV_RMSE:  3.76633772758
AVG_MAE:  19.7254514307
AVG_MAE_PER_AREA:  1.53537814224
STD_MAE:  12.5512591319
CV_MAE:  0.976957561475



ITERATION 5292 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41045118478
AVG_RMSE_PER_AREA:  1.26950357843
STD_RMSE:  0.272417836431
CV_RMSE:  0.24519488651
AVG_MAE:  1.17177783086
AVG_MAE_PER_AREA:  1.05468105912
STD_MAE:  0.182619826691
CV_MAE:  0.164370469521



ITERATION 5293 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.614839819
AVG_RMSE_PER_AREA:  4.7959398358
STD_RMSE:  28.8207861596
CV_RMSE:  2.24333548295
AVG_MAE:  21.4859337893
AVG_MAE_PER_AREA:  1.67240953757
STD_MAE:  1.25727071497
CV_MAE:  0.0978627019729



ITERATION 5294 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44472573645
AVG_RMSE_PER_AREA:  1.30035304452
STD_RMSE:  0.0346327377702
CV_RMSE:  0.0311718583421
AVG_MAE:  1.18570037342
AVG_MAE_PER_AREA:  1.06721230997
STD_MAE:  0.0175549414405
CV_MAE:  0.0158006609648



ITERATION 5295 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.4423144652
AVG_RMSE_PER_AREA:  4.626836079
STD_RMSE:  27.0845735662
CV_RMSE:  2.10819318339
AVG_MAE:  21.7255533747
AVG_MAE_PER_AREA:  1.69106090661
STD_MAE:  2.78230165064
CV_MAE:  0.216567167272



ITERATION 5296 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.47083723647
AVG_RMSE_PER_AREA:  1.32385519978
STD_RMSE:  0.0783590077222
CV_RMSE:  0.070528524333
AVG_MAE:  1.2180054616
AVG_MAE_PER_AREA:  1.09628912276
STD_MAE:  0.0757340528001
CV_MAE:  0.0681658834257



ITERATION 5297 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  56.1893686699
AVG_RMSE_PER_AREA:  4.37363518828
STD_RMSE:  33.0531883251
CV_RMSE:  2.57277472528
AVG_MAE:  21.2983808907
AVG_MAE_PER_AREA:  1.65781090484
STD_MAE:  4.75774085591
CV_MAE:  0.370330247816



ITERATION 5298 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45237143932
AVG_RMSE_PER_AREA:  1.3072347057
STD_RMSE:  0.109972990403
CV_RMSE:  0.0989832943917
AVG_MAE:  1.20536216829
AVG_MAE_PER_AREA:  1.08490928468
STD_MAE:  0.090932411182
CV_MAE:  0.0818454567143



ITERATION 5299 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  56.0768698597
AVG_RMSE_PER_AREA:  4.36487857174
STD_RMSE:  33.6847990352
CV_RMSE:  2.62193767003
AVG_MAE:  21.6020422674
AVG_MAE_PER_AREA:  1.68144712133
STD_MAE:  4.99195476017
CV_MAE:  0.3885608526



ITERATION 5300 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45208966073
AVG_RMSE_PER_AREA:  1.30698108548
STD_RMSE:  0.123885089748
CV_RMSE:  0.111505145621
AVG_MAE:  1.20005553726
AVG_MAE_PER_AREA:  1.08013294988
STD_MAE:  0.10133547556
CV_MAE:  0.0912089338746



ITERATION 5301 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  54.082100923
AVG_RMSE_PER_AREA:  4.20961091489
STD_RMSE:  37.0709957959
CV_RMSE:  2.88551047139
AVG_MAE:  21.6822393948
AVG_MAE_PER_AREA:  1.68768945839
STD_MAE:  6.25540537223
CV_MAE:  0.486904581785



ITERATION 5302 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44978091526
AVG_RMSE_PER_AREA:  1.30490305495
STD_RMSE:  0.148859223679
CV_RMSE:  0.133983592756
AVG_MAE:  1.1995991596
AVG_MAE_PER_AREA:  1.07972217843
STD_MAE:  0.107184837488
CV_MAE:  0.0964737640078



ITERATION 5303 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  53.1760953931
AVG_RMSE_PER_AREA:  4.13908978677
STD_RMSE:  37.7478637359
CV_RMSE:  2.9381961219
AVG_MAE:  21.3053131044
AVG_MAE_PER_AREA:  1.65835049044
STD_MAE:  6.9731769346
CV_MAE:  0.542774064511



ITERATION 5304 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44306027578
AVG_RMSE_PER_AREA:  1.29885401478
STD_RMSE:  0.147415748125
CV_RMSE:  0.132684364963
AVG_MAE:  1.19664796432
AVG_MAE_PER_AREA:  1.07706589865
STD_MAE:  0.110355457863
CV_MAE:  0.0993275415479



ITERATION 5305 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.7932196276
AVG_RMSE_PER_AREA:  3.95361289775
STD_RMSE:  40.718160234
CV_RMSE:  3.16939632207
AVG_MAE:  21.4659080182
AVG_MAE_PER_AREA:  1.67085078333
STD_MAE:  8.94114913482
CV_MAE:  0.695955932686



ITERATION 5306 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44306955554
AVG_RMSE_PER_AREA:  1.29886236721
STD_RMSE:  0.177012187022
CV_RMSE:  0.159323206131
AVG_MAE:  1.19794009446
AVG_MAE_PER_AREA:  1.07822890511
STD_MAE:  0.123015226416
CV_MAE:  0.110722208484



ITERATION 5307 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.69273092
AVG_RMSE_PER_AREA:  3.79011628724
STD_RMSE:  43.2018442248
CV_RMSE:  3.36271986273
AVG_MAE:  21.3385661637
AVG_MAE_PER_AREA:  1.6609388226
STD_MAE:  10.3597570659
CV_MAE:  0.806376706448



ITERATION 5308 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4269943957
AVG_RMSE_PER_AREA:  1.28439361199
STD_RMSE:  0.227097177839
CV_RMSE:  0.204403160514
AVG_MAE:  1.18889889874
AVG_MAE_PER_AREA:  1.07009120389
STD_MAE:  0.165470219176
CV_MAE:  0.148934637112



ITERATION 5309 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.273167895
AVG_RMSE_PER_AREA:  3.67962117143
STD_RMSE:  44.2846175475
CV_RMSE:  3.44700013882
AVG_MAE:  21.3501971451
AVG_MAE_PER_AREA:  1.66184414812
STD_MAE:  11.393141972
CV_MAE:  0.88681271588



ITERATION 5310 OF 6498
HP:  16
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42605649434
AVG_RMSE_PER_AREA:  1.28354943593
STD_RMSE:  0.241146331355
CV_RMSE:  0.217048369973
AVG_MAE:  1.19146303113
AVG_MAE_PER_AREA:  1.07239910032
STD_MAE:  0.165604757061
CV_MAE:  0.149055730509



ITERATION 5311 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.3480127865
AVG_RMSE_PER_AREA:  4.30814622151
STD_RMSE:  32.8330494722
CV_RMSE:  2.55563968611
AVG_MAE:  19.7317514115
AVG_MAE_PER_AREA:  1.53586851646
STD_MAE:  3.68201900324
CV_MAE:  0.286598839917



ITERATION 5312 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44611688156
AVG_RMSE_PER_AREA:  1.3016051713
STD_RMSE:  0.0320975974275
CV_RMSE:  0.0288900567657
AVG_MAE:  1.18385456016
AVG_MAE_PER_AREA:  1.06555095043
STD_MAE:  0.0269482327477
CV_MAE:  0.0242552725503



ITERATION 5313 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.7962511547
AVG_RMSE_PER_AREA:  4.4208733519
STD_RMSE:  32.9885320304
CV_RMSE:  2.56774204647
AVG_MAE:  20.4038770188
AVG_MAE_PER_AREA:  1.58818503605
STD_MAE:  5.04555118313
CV_MAE:  0.392732659598



ITERATION 5314 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45681096385
AVG_RMSE_PER_AREA:  1.31123058471
STD_RMSE:  0.101360446318
CV_RMSE:  0.0912314092831
AVG_MAE:  1.20044901794
AVG_MAE_PER_AREA:  1.0804871097
STD_MAE:  0.0947385272588
CV_MAE:  0.0852712243208



ITERATION 5315 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.7563877468
AVG_RMSE_PER_AREA:  4.18425824333
STD_RMSE:  37.7590332075
CV_RMSE:  2.93906552469
AVG_MAE:  20.3608441814
AVG_MAE_PER_AREA:  1.58483547124
STD_MAE:  6.15801823602
CV_MAE:  0.479324218882



ITERATION 5316 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44165097661
AVG_RMSE_PER_AREA:  1.29758554809
STD_RMSE:  0.108185416812
CV_RMSE:  0.0973743545754
AVG_MAE:  1.1800236547
AVG_MAE_PER_AREA:  1.06210287066
STD_MAE:  0.0815777390316
CV_MAE:  0.0734256050397



ITERATION 5317 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.7497580522
AVG_RMSE_PER_AREA:  4.02806737573
STD_RMSE:  38.9809015759
CV_RMSE:  3.03417259954
AVG_MAE:  20.0588164406
AVG_MAE_PER_AREA:  1.56132641275
STD_MAE:  7.14286310302
CV_MAE:  0.555981997164



ITERATION 5318 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44333254353
AVG_RMSE_PER_AREA:  1.29909907458
STD_RMSE:  0.120341660807
CV_RMSE:  0.108315814598
AVG_MAE:  1.1857332496
AVG_MAE_PER_AREA:  1.0672419008
STD_MAE:  0.0910494911638
CV_MAE:  0.0819508367923



ITERATION 5319 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.0067831491
AVG_RMSE_PER_AREA:  3.97023613012
STD_RMSE:  41.292640967
CV_RMSE:  3.21411241709
AVG_MAE:  20.1408549444
AVG_MAE_PER_AREA:  1.56771207778
STD_MAE:  7.7508967472
CV_MAE:  0.603309764049



ITERATION 5320 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43616103866
AVG_RMSE_PER_AREA:  1.29264422439
STD_RMSE:  0.154006968848
CV_RMSE:  0.1386169193
AVG_MAE:  1.18319312021
AVG_MAE_PER_AREA:  1.06495560875
STD_MAE:  0.1057701212
CV_MAE:  0.0952004215422



ITERATION 5321 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.5592102661
AVG_RMSE_PER_AREA:  3.77972338473
STD_RMSE:  43.2068236245
CV_RMSE:  3.36310744633
AVG_MAE:  20.1247352515
AVG_MAE_PER_AREA:  1.56645736256
STD_MAE:  9.63086971012
CV_MAE:  0.749641999101



ITERATION 5322 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43986307395
AVG_RMSE_PER_AREA:  1.29597631209
STD_RMSE:  0.161728648698
CV_RMSE:  0.145566965006
AVG_MAE:  1.18966780028
AVG_MAE_PER_AREA:  1.07078326844
STD_MAE:  0.114895110765
CV_MAE:  0.10341354301



ITERATION 5323 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.3542556224
AVG_RMSE_PER_AREA:  3.53025800119
STD_RMSE:  45.7975597799
CV_RMSE:  3.56476365071
AVG_MAE:  19.6059703081
AVG_MAE_PER_AREA:  1.52607804056
STD_MAE:  11.1307314254
CV_MAE:  0.866387357357



ITERATION 5324 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42157975468
AVG_RMSE_PER_AREA:  1.27952006072
STD_RMSE:  0.219939864705
CV_RMSE:  0.197961083869
AVG_MAE:  1.17550275593
AVG_MAE_PER_AREA:  1.05803374921
STD_MAE:  0.150527919333
CV_MAE:  0.135485534211



ITERATION 5325 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.6158620683
AVG_RMSE_PER_AREA:  3.47278335594
STD_RMSE:  47.4880486305
CV_RMSE:  3.69634693234
AVG_MAE:  20.0371163151
AVG_MAE_PER_AREA:  1.55963733108
STD_MAE:  12.2551723948
CV_MAE:  0.953910935343



ITERATION 5326 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41890145419
AVG_RMSE_PER_AREA:  1.27710940512
STD_RMSE:  0.25612649031
CV_RMSE:  0.230531548692
AVG_MAE:  1.17845701311
AVG_MAE_PER_AREA:  1.06069278492
STD_MAE:  0.19245242117
CV_MAE:  0.173220484332



ITERATION 5327 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.1511793144
AVG_RMSE_PER_AREA:  3.35877623708
STD_RMSE:  48.179156334
CV_RMSE:  3.75014096923
AVG_MAE:  19.9361133249
AVG_MAE_PER_AREA:  1.55177551945
STD_MAE:  12.5880950213
CV_MAE:  0.979824771869



ITERATION 5328 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42093660976
AVG_RMSE_PER_AREA:  1.27894118583
STD_RMSE:  0.267305007729
CV_RMSE:  0.2405929872
AVG_MAE:  1.17871132736
AVG_MAE_PER_AREA:  1.06092168533
STD_MAE:  0.178199259296
CV_MAE:  0.160391653247



ITERATION 5329 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.8355519091
AVG_RMSE_PER_AREA:  4.73528207963
STD_RMSE:  29.0430360712
CV_RMSE:  2.26063484147
AVG_MAE:  21.5962445179
AVG_MAE_PER_AREA:  1.6809958395
STD_MAE:  1.55965857354
CV_MAE:  0.121399791107



ITERATION 5330 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4357795363
AVG_RMSE_PER_AREA:  1.29230084589
STD_RMSE:  0.0335234307215
CV_RMSE:  0.0301734053058
AVG_MAE:  1.17764083795
AVG_MAE_PER_AREA:  1.05995817085
STD_MAE:  0.0182816889031
CV_MAE:  0.016454783925



ITERATION 5331 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.972797936
AVG_RMSE_PER_AREA:  4.43461529692
STD_RMSE:  28.3055706809
CV_RMSE:  2.2032324421
AVG_MAE:  21.0888882795
AVG_MAE_PER_AREA:  1.6415045416
STD_MAE:  2.02562751057
CV_MAE:  0.157669608474



ITERATION 5332 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.43924611546
AVG_RMSE_PER_AREA:  1.2954210068
STD_RMSE:  0.0909258801313
CV_RMSE:  0.0818395783172
AVG_MAE:  1.19086133729
AVG_MAE_PER_AREA:  1.07185753426
STD_MAE:  0.0824415567747
CV_MAE:  0.0742031007289



ITERATION 5333 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.9023170205
AVG_RMSE_PER_AREA:  4.19561700071
STD_RMSE:  33.6349410959
CV_RMSE:  2.61805685693
AVG_MAE:  20.553484275
AVG_MAE_PER_AREA:  1.59983007809
STD_MAE:  4.09082330714
CV_MAE:  0.318419110033



ITERATION 5334 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43287053277
AVG_RMSE_PER_AREA:  1.2896825416
STD_RMSE:  0.109315547322
CV_RMSE:  0.0983915501662
AVG_MAE:  1.18898123167
AVG_MAE_PER_AREA:  1.07016530922
STD_MAE:  0.0943150285816
CV_MAE:  0.0848900462326



ITERATION 5335 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.8074199234
AVG_RMSE_PER_AREA:  4.18823045602
STD_RMSE:  36.2571879839
CV_RMSE:  2.82216577528
AVG_MAE:  20.9015552321
AVG_MAE_PER_AREA:  1.6269230215
STD_MAE:  4.76099268046
CV_MAE:  0.370583361432



ITERATION 5336 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44306818144
AVG_RMSE_PER_AREA:  1.29886113042
STD_RMSE:  0.10608633969
CV_RMSE:  0.095485040045
AVG_MAE:  1.19105574091
AVG_MAE_PER_AREA:  1.07203251095
STD_MAE:  0.0850179532433
CV_MAE:  0.0765220356709



ITERATION 5337 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.7875528308
AVG_RMSE_PER_AREA:  4.03100922358
STD_RMSE:  39.1235025677
CV_RMSE:  3.04527229206
AVG_MAE:  20.6585258296
AVG_MAE_PER_AREA:  1.60800624113
STD_MAE:  5.86980636177
CV_MAE:  0.456890551718



ITERATION 5338 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.436499981
AVG_RMSE_PER_AREA:  1.29294929593
STD_RMSE:  0.153286631051
CV_RMSE:  0.137968565482
AVG_MAE:  1.18667192126
AVG_MAE_PER_AREA:  1.0680867702
STD_MAE:  0.113803460643
CV_MAE:  0.102430982429



ITERATION 5339 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.7628435481
AVG_RMSE_PER_AREA:  3.95124850225
STD_RMSE:  40.4126639303
CV_RMSE:  3.1456172796
AVG_MAE:  20.4935094294
AVG_MAE_PER_AREA:  1.59516179116
STD_MAE:  6.9034573143
CV_MAE:  0.537347269517



ITERATION 5340 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44363993611
AVG_RMSE_PER_AREA:  1.29937574915
STD_RMSE:  0.149484531341
CV_RMSE:  0.134546412882
AVG_MAE:  1.19469286593
AVG_MAE_PER_AREA:  1.07530617493
STD_MAE:  0.11013468725
CV_MAE:  0.0991288327332



ITERATION 5341 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.3380391097
AVG_RMSE_PER_AREA:  3.76250799372
STD_RMSE:  42.6934128283
CV_RMSE:  3.32314487729
AVG_MAE:  20.3298680322
AVG_MAE_PER_AREA:  1.58242436788
STD_MAE:  8.02769591704
CV_MAE:  0.624855095808



ITERATION 5342 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43671079417
AVG_RMSE_PER_AREA:  1.29313904235
STD_RMSE:  0.181018011903
CV_RMSE:  0.162928725469
AVG_MAE:  1.18991285286
AVG_MAE_PER_AREA:  1.0710038327
STD_MAE:  0.121797382973
CV_MAE:  0.109626065189



ITERATION 5343 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.5643008913
AVG_RMSE_PER_AREA:  3.54660738188
STD_RMSE:  45.688633584
CV_RMSE:  3.55628511723
AVG_MAE:  20.1317051744
AVG_MAE_PER_AREA:  1.56699988334
STD_MAE:  9.79502032199
CV_MAE:  0.762419058344



ITERATION 5344 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42337915359
AVG_RMSE_PER_AREA:  1.28113964415
STD_RMSE:  0.238878531875
CV_RMSE:  0.215007193656
AVG_MAE:  1.18603539067
AVG_MAE_PER_AREA:  1.06751384866
STD_MAE:  0.168601697534
CV_MAE:  0.15175318413



ITERATION 5345 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.2386145333
AVG_RMSE_PER_AREA:  3.44341938313
STD_RMSE:  46.6734503371
CV_RMSE:  3.6329407072
AVG_MAE:  20.2283901336
AVG_MAE_PER_AREA:  1.57452559061
STD_MAE:  11.2130323569
CV_MAE:  0.872793449092



ITERATION 5346 OF 6498
HP:  16
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4181608906
AVG_RMSE_PER_AREA:  1.27644284669
STD_RMSE:  0.247626239492
CV_RMSE:  0.222880735287
AVG_MAE:  1.18408389727
AVG_MAE_PER_AREA:  1.06575736968
STD_MAE:  0.172014750168
CV_MAE:  0.154825167463



ITERATION 5347 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.5166615488
AVG_RMSE_PER_AREA:  4.39911081981
STD_RMSE:  31.7241706892
CV_RMSE:  2.46932742848
AVG_MAE:  20.1731346619
AVG_MAE_PER_AREA:  1.57022464754
STD_MAE:  2.49427702693
CV_MAE:  0.194148075206



ITERATION 5348 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42123801832
AVG_RMSE_PER_AREA:  1.27921247438
STD_RMSE:  0.0241669205198
CV_RMSE:  0.0217518992581
AVG_MAE:  1.17502611077
AVG_MAE_PER_AREA:  1.05760473561
STD_MAE:  0.0178154564137
CV_MAE:  0.0160351424514



ITERATION 5349 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.5179709225
AVG_RMSE_PER_AREA:  4.47705015273
STD_RMSE:  32.4189258323
CV_RMSE:  2.52340537263
AVG_MAE:  20.724920428
AVG_MAE_PER_AREA:  1.61317422502
STD_MAE:  4.4568451157
CV_MAE:  0.346909301318



ITERATION 5350 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4460634042
AVG_RMSE_PER_AREA:  1.30155703798
STD_RMSE:  0.0796858163757
CV_RMSE:  0.0717227438505
AVG_MAE:  1.19467684743
AVG_MAE_PER_AREA:  1.07529175718
STD_MAE:  0.0723918776775
CV_MAE:  0.0651576947526



ITERATION 5351 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.3174923119
AVG_RMSE_PER_AREA:  4.30577058668
STD_RMSE:  36.5807695548
CV_RMSE:  2.84735252818
AVG_MAE:  21.0402716091
AVG_MAE_PER_AREA:  1.63772034566
STD_MAE:  5.25386079187
CV_MAE:  0.408946940989



ITERATION 5352 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4386522251
AVG_RMSE_PER_AREA:  1.29488646441
STD_RMSE:  0.0715332646486
CV_RMSE:  0.0643848836661
AVG_MAE:  1.18300407559
AVG_MAE_PER_AREA:  1.06478545552
STD_MAE:  0.0710805779416
CV_MAE:  0.0639774343331



ITERATION 5353 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.2304312275
AVG_RMSE_PER_AREA:  4.14331914765
STD_RMSE:  38.1257995877
CV_RMSE:  2.96761367151
AVG_MAE:  20.9173579393
AVG_MAE_PER_AREA:  1.62815306338
STD_MAE:  6.22234623955
CV_MAE:  0.484331344366



ITERATION 5354 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43224460693
AVG_RMSE_PER_AREA:  1.28911916507
STD_RMSE:  0.0955841710131
CV_RMSE:  0.0860323621637
AVG_MAE:  1.17871069352
AVG_MAE_PER_AREA:  1.06092111483
STD_MAE:  0.0842565406649
CV_MAE:  0.0758367117098



ITERATION 5355 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.4758401849
AVG_RMSE_PER_AREA:  4.08458373177
STD_RMSE:  40.6914079971
CV_RMSE:  3.16731399711
AVG_MAE:  21.228329704
AVG_MAE_PER_AREA:  1.65235830157
STD_MAE:  7.38625878956
CV_MAE:  0.574927288142



ITERATION 5356 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43646148129
AVG_RMSE_PER_AREA:  1.29291464353
STD_RMSE:  0.132311124936
CV_RMSE:  0.119089159828
AVG_MAE:  1.18164278241
AVG_MAE_PER_AREA:  1.06356019754
STD_MAE:  0.100310691699
CV_MAE:  0.0902865575508



ITERATION 5357 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.4618753291
AVG_RMSE_PER_AREA:  3.92782191419
STD_RMSE:  41.9737298696
CV_RMSE:  3.26712661642
AVG_MAE:  20.8605814797
AVG_MAE_PER_AREA:  1.62373373055
STD_MAE:  8.24653690826
CV_MAE:  0.641889112784



ITERATION 5358 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42226442092
AVG_RMSE_PER_AREA:  1.28013630768
STD_RMSE:  0.154016959513
CV_RMSE:  0.138625911589
AVG_MAE:  1.17163232252
AVG_MAE_PER_AREA:  1.05455009156
STD_MAE:  0.118621753468
CV_MAE:  0.106767779086



ITERATION 5359 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.1410125353
AVG_RMSE_PER_AREA:  3.74717195456
STD_RMSE:  44.1113545814
CV_RMSE:  3.43351379749
AVG_MAE:  20.8620591036
AVG_MAE_PER_AREA:  1.62384874498
STD_MAE:  9.76707101847
CV_MAE:  0.760243556816



ITERATION 5360 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41933799798
AVG_RMSE_PER_AREA:  1.27750232471
STD_RMSE:  0.186772957553
CV_RMSE:  0.168108574425
AVG_MAE:  1.17656622572
AVG_MAE_PER_AREA:  1.05899094555
STD_MAE:  0.136177947143
CV_MAE:  0.122569567148



ITERATION 5361 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.4517356499
AVG_RMSE_PER_AREA:  3.61568300916
STD_RMSE:  46.3804892816
CV_RMSE:  3.61013737605
AVG_MAE:  20.9649124112
AVG_MAE_PER_AREA:  1.63185458053
STD_MAE:  11.1846505364
CV_MAE:  0.870584281557



ITERATION 5362 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41780317445
AVG_RMSE_PER_AREA:  1.27612087743
STD_RMSE:  0.236763060143
CV_RMSE:  0.213103122842
AVG_MAE:  1.17965982929
AVG_MAE_PER_AREA:  1.06177540264
STD_MAE:  0.178738543262
CV_MAE:  0.1608770461



ITERATION 5363 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.4314683213
AVG_RMSE_PER_AREA:  3.45843062339
STD_RMSE:  48.0201434257
CV_RMSE:  3.73776381555
AVG_MAE:  20.9790845184
AVG_MAE_PER_AREA:  1.63295770071
STD_MAE:  12.4057017786
CV_MAE:  0.965627753412



ITERATION 5364 OF 6498
HP:  16
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41665919394
AVG_RMSE_PER_AREA:  1.27509121588
STD_RMSE:  0.2520303907
CV_RMSE:  0.226844775857
AVG_MAE:  1.18255913212
AVG_MAE_PER_AREA:  1.06438497563
STD_MAE:  0.175881068774
CV_MAE:  0.158305121508



ITERATION 5365 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.5201014009
AVG_RMSE_PER_AREA:  4.47721598366
STD_RMSE:  31.5253670737
CV_RMSE:  2.45385306902
AVG_MAE:  20.1992646301
AVG_MAE_PER_AREA:  1.57225853671
STD_MAE:  2.52768535698
CV_MAE:  0.196748493245



ITERATION 5366 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44045717925
AVG_RMSE_PER_AREA:  1.29651104793
STD_RMSE:  0.0302048596948
CV_RMSE:  0.027186461951
AVG_MAE:  1.1800656351
AVG_MAE_PER_AREA:  1.06214065593
STD_MAE:  0.025406919961
CV_MAE:  0.022867984483



ITERATION 5367 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.2068539446
AVG_RMSE_PER_AREA:  4.45283361152
STD_RMSE:  31.4876021804
CV_RMSE:  2.45091354736
AVG_MAE:  20.1679071485
AVG_MAE_PER_AREA:  1.56981775142
STD_MAE:  3.24057263255
CV_MAE:  0.252237795715



ITERATION 5368 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45683031529
AVG_RMSE_PER_AREA:  1.31124800234
STD_RMSE:  0.0775391272475
CV_RMSE:  0.0697905752229
AVG_MAE:  1.20601053445
AVG_MAE_PER_AREA:  1.08549285905
STD_MAE:  0.0712204945454
CV_MAE:  0.0641033689497



ITERATION 5369 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.6297385968
AVG_RMSE_PER_AREA:  4.17440020093
STD_RMSE:  37.5665690373
CV_RMSE:  2.92408461127
AVG_MAE:  20.0342168575
AVG_MAE_PER_AREA:  1.5594116448
STD_MAE:  5.39453545357
CV_MAE:  0.419896692963



ITERATION 5370 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45672875576
AVG_RMSE_PER_AREA:  1.31115659174
STD_RMSE:  0.0922852473264
CV_RMSE:  0.0830631027732
AVG_MAE:  1.19978084011
AVG_MAE_PER_AREA:  1.07988570346
STD_MAE:  0.0743377679829
CV_MAE:  0.0669091305575



ITERATION 5371 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.3184656085
AVG_RMSE_PER_AREA:  4.15017151626
STD_RMSE:  37.7866791667
CV_RMSE:  2.94121741468
AVG_MAE:  19.8152466055
AVG_MAE_PER_AREA:  1.5423675665
STD_MAE:  5.27724329013
CV_MAE:  0.410766974202



ITERATION 5372 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45472121691
AVG_RMSE_PER_AREA:  1.30934966798
STD_RMSE:  0.103811504566
CV_RMSE:  0.093437531161
AVG_MAE:  1.19551429281
AVG_MAE_PER_AREA:  1.07604551591
STD_MAE:  0.0753362987282
CV_MAE:  0.0678078772621



ITERATION 5373 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.6170924993
AVG_RMSE_PER_AREA:  3.93990361743
STD_RMSE:  41.2687905643
CV_RMSE:  3.21225596341
AVG_MAE:  19.8136791808
AVG_MAE_PER_AREA:  1.54224556221
STD_MAE:  7.3166296984
CV_MAE:  0.569507539702



ITERATION 5374 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45392068133
AVG_RMSE_PER_AREA:  1.30862913061
STD_RMSE:  0.138546265111
CV_RMSE:  0.124701217054
AVG_MAE:  1.2006959676
AVG_MAE_PER_AREA:  1.08070938146
STD_MAE:  0.0874334833623
CV_MAE:  0.0786961797767



ITERATION 5375 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.7170412361
AVG_RMSE_PER_AREA:  3.86984595405
STD_RMSE:  42.4855930649
CV_RMSE:  3.3069687242
AVG_MAE:  19.7256709381
AVG_MAE_PER_AREA:  1.53539522813
STD_MAE:  7.59327086112
CV_MAE:  0.591040572594



ITERATION 5376 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45621630188
AVG_RMSE_PER_AREA:  1.31069534782
STD_RMSE:  0.137141981662
CV_RMSE:  0.123437264864
AVG_MAE:  1.20425910553
AVG_MAE_PER_AREA:  1.08391645194
STD_MAE:  0.0887457025895
CV_MAE:  0.079877267802



ITERATION 5377 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.622317105
AVG_RMSE_PER_AREA:  3.70679804327
STD_RMSE:  44.4364275228
CV_RMSE:  3.45881663482
AVG_MAE:  19.9696403711
AVG_MAE_PER_AREA:  1.55438517805
STD_MAE:  8.62987834437
CV_MAE:  0.671727419101



ITERATION 5378 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45155144433
AVG_RMSE_PER_AREA:  1.30649665351
STD_RMSE:  0.176010302497
CV_RMSE:  0.158421440794
AVG_MAE:  1.19957367176
AVG_MAE_PER_AREA:  1.07969923762
STD_MAE:  0.106119350838
CV_MAE:  0.09551475236



ITERATION 5379 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.3308477266
AVG_RMSE_PER_AREA:  3.52843599109
STD_RMSE:  47.1858687812
CV_RMSE:  3.67282603411
AVG_MAE:  19.9023322194
AVG_MAE_PER_AREA:  1.54914608554
STD_MAE:  10.7731997463
CV_MAE:  0.838558015798



ITERATION 5380 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.44064467613
AVG_RMSE_PER_AREA:  1.29667980809
STD_RMSE:  0.222479811157
CV_RMSE:  0.200247211276
AVG_MAE:  1.19514729967
AVG_MAE_PER_AREA:  1.07571519671
STD_MAE:  0.151287956292
CV_MAE:  0.136169620019



ITERATION 5381 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.2648676893
AVG_RMSE_PER_AREA:  3.28978803161
STD_RMSE:  48.995129571
CV_RMSE:  3.81365421642
AVG_MAE:  19.4398331436
AVG_MAE_PER_AREA:  1.51314635319
STD_MAE:  12.0787288608
CV_MAE:  0.940177026827



ITERATION 5382 OF 6498
HP:  16
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43838242366
AVG_RMSE_PER_AREA:  1.29464362447
STD_RMSE:  0.25925211066
CV_RMSE:  0.233344823098
AVG_MAE:  1.198317477
AVG_MAE_PER_AREA:  1.07856857548
STD_MAE:  0.17041875624
CV_MAE:  0.153388662589



ITERATION 5383 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.2492118654
AVG_RMSE_PER_AREA:  4.37829322791
STD_RMSE:  31.8618789995
CV_RMSE:  2.48004628733
AVG_MAE:  19.5873221227
AVG_MAE_PER_AREA:  1.52462651402
STD_MAE:  2.73692489459
CV_MAE:  0.213035157896



ITERATION 5384 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42857489066
AVG_RMSE_PER_AREA:  1.28581616672
STD_RMSE:  0.0243426274536
CV_RMSE:  0.021910047646
AVG_MAE:  1.17536410945
AVG_MAE_PER_AREA:  1.0579089578
STD_MAE:  0.0205436018643
CV_MAE:  0.0184906619684



ITERATION 5385 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.5408519788
AVG_RMSE_PER_AREA:  4.55666856965
STD_RMSE:  31.6415345543
CV_RMSE:  2.46289524538
AVG_MAE:  20.9638776256
AVG_MAE_PER_AREA:  1.63177403549
STD_MAE:  4.38282106778
CV_MAE:  0.341147460805



ITERATION 5386 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46127223834
AVG_RMSE_PER_AREA:  1.31524604017
STD_RMSE:  0.0739432584868
CV_RMSE:  0.0665540447364
AVG_MAE:  1.20752928067
AVG_MAE_PER_AREA:  1.08685983564
STD_MAE:  0.0671060200746
CV_MAE:  0.0604000574701



ITERATION 5387 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.7481651388
AVG_RMSE_PER_AREA:  4.33929304609
STD_RMSE:  36.5427720611
CV_RMSE:  2.84439490151
AVG_MAE:  21.1294061888
AVG_MAE_PER_AREA:  1.64465835091
STD_MAE:  5.49423893606
CV_MAE:  0.427657354272



ITERATION 5388 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45434521063
AVG_RMSE_PER_AREA:  1.30901123634
STD_RMSE:  0.0788487707433
CV_RMSE:  0.0709693449119
AVG_MAE:  1.19734198637
AVG_MAE_PER_AREA:  1.07769056648
STD_MAE:  0.0742954224833
CV_MAE:  0.0668710166802



ITERATION 5389 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.8422505709
AVG_RMSE_PER_AREA:  4.19094158357
STD_RMSE:  37.9057004906
CV_RMSE:  2.95048172682
AVG_MAE:  21.0284259679
AVG_MAE_PER_AREA:  1.63679831158
STD_MAE:  6.30260825795
CV_MAE:  0.490578732374



ITERATION 5390 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44873573332
AVG_RMSE_PER_AREA:  1.30396231894
STD_RMSE:  0.0967828212133
CV_RMSE:  0.087111230213
AVG_MAE:  1.19559386899
AVG_MAE_PER_AREA:  1.07611713997
STD_MAE:  0.0866206011274
CV_MAE:  0.0779645295664



ITERATION 5391 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.6176914066
AVG_RMSE_PER_AREA:  4.09562506413
STD_RMSE:  40.907510916
CV_RMSE:  3.18413488962
AVG_MAE:  21.1890277856
AVG_MAE_PER_AREA:  1.64929914186
STD_MAE:  7.80485485359
CV_MAE:  0.60750972355



ITERATION 5392 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45496676889
AVG_RMSE_PER_AREA:  1.30957068174
STD_RMSE:  0.14231452365
CV_RMSE:  0.128092910259
AVG_MAE:  1.19960515077
AVG_MAE_PER_AREA:  1.0797275709
STD_MAE:  0.102841382562
CV_MAE:  0.0925643542877



ITERATION 5393 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.2435794386
AVG_RMSE_PER_AREA:  3.91083032644
STD_RMSE:  41.8500131276
CV_RMSE:  3.25749682507
AVG_MAE:  20.2529521277
AVG_MAE_PER_AREA:  1.57643743272
STD_MAE:  7.98087737114
CV_MAE:  0.621210861237



ITERATION 5394 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44496138318
AVG_RMSE_PER_AREA:  1.30056514287
STD_RMSE:  0.151334880786
CV_RMSE:  0.136211855308
AVG_MAE:  1.19788745561
AVG_MAE_PER_AREA:  1.0781815265
STD_MAE:  0.119446643649
CV_MAE:  0.107510237278



ITERATION 5395 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.747214446
AVG_RMSE_PER_AREA:  3.79435714404
STD_RMSE:  43.8605839237
CV_RMSE:  3.41399445782
AVG_MAE:  20.8938310224
AVG_MAE_PER_AREA:  1.62632178899
STD_MAE:  9.68657962497
CV_MAE:  0.753978314844



ITERATION 5396 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43583732298
AVG_RMSE_PER_AREA:  1.2923528579
STD_RMSE:  0.196383335213
CV_RMSE:  0.176758578736
AVG_MAE:  1.1952564482
AVG_MAE_PER_AREA:  1.07581343794
STD_MAE:  0.141964921696
CV_MAE:  0.127778244331



ITERATION 5397 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.4612556073
AVG_RMSE_PER_AREA:  3.61642401803
STD_RMSE:  46.2776221326
CV_RMSE:  3.60213046312
AVG_MAE:  20.5118498503
AVG_MAE_PER_AREA:  1.59658936211
STD_MAE:  11.1322220331
CV_MAE:  0.86650338241



ITERATION 5398 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43382122641
AVG_RMSE_PER_AREA:  1.2905382316
STD_RMSE:  0.240843888131
CV_RMSE:  0.216776150162
AVG_MAE:  1.19974475417
AVG_MAE_PER_AREA:  1.07985322361
STD_MAE:  0.17763658812
CV_MAE:  0.159885210289



ITERATION 5399 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.928779432
AVG_RMSE_PER_AREA:  3.41930261987
STD_RMSE:  48.1562110253
CV_RMSE:  3.74835496572
AVG_MAE:  20.5354249549
AVG_MAE_PER_AREA:  1.5984243873
STD_MAE:  12.5312557303
CV_MAE:  0.975400548408



ITERATION 5400 OF 6498
HP:  16
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42844690353
AVG_RMSE_PER_AREA:  1.28570096946
STD_RMSE:  0.263035682868
CV_RMSE:  0.236750299664
AVG_MAE:  1.19634259975
AVG_MAE_PER_AREA:  1.07679104942
STD_MAE:  0.181955052319
CV_MAE:  0.163772126627



ITERATION 5401 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.1579545326
AVG_RMSE_PER_AREA:  4.37118999305
STD_RMSE:  31.9259718543
CV_RMSE:  2.48503510944
AVG_MAE:  19.5159566768
AVG_MAE_PER_AREA:  1.51907161221
STD_MAE:  2.65120430827
CV_MAE:  0.206362889075



ITERATION 5402 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4144532311
AVG_RMSE_PER_AREA:  1.27310569681
STD_RMSE:  0.0248581621257
CV_RMSE:  0.0223740644926
AVG_MAE:  1.15902905193
AVG_MAE_PER_AREA:  1.0432062767
STD_MAE:  0.0120298602599
CV_MAE:  0.0108277059234



ITERATION 5403 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.2950967567
AVG_RMSE_PER_AREA:  4.45970220387
STD_RMSE:  32.1752656068
CV_RMSE:  2.50443949063
AVG_MAE:  20.1761388396
AVG_MAE_PER_AREA:  1.57045848497
STD_MAE:  4.11405385656
CV_MAE:  0.32022731594



ITERATION 5404 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.42541076818
AVG_RMSE_PER_AREA:  1.28296823773
STD_RMSE:  0.0792504629543
CV_RMSE:  0.071330895673
AVG_MAE:  1.17005361521
AVG_MAE_PER_AREA:  1.05312914584
STD_MAE:  0.0721543876796
CV_MAE:  0.0649439373356



ITERATION 5405 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.9141232682
AVG_RMSE_PER_AREA:  4.27437338316
STD_RMSE:  36.5054649519
CV_RMSE:  2.84149101258
AVG_MAE:  20.2895958177
AVG_MAE_PER_AREA:  1.57928968282
STD_MAE:  5.012567949
CV_MAE:  0.390165329926



ITERATION 5406 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.42693284501
AVG_RMSE_PER_AREA:  1.28433821211
STD_RMSE:  0.0887773122758
CV_RMSE:  0.079905718705
AVG_MAE:  1.16771042764
AVG_MAE_PER_AREA:  1.05102011503
STD_MAE:  0.0762920448666
CV_MAE:  0.0686681148625



ITERATION 5407 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.5438444484
AVG_RMSE_PER_AREA:  4.16771442248
STD_RMSE:  38.1613082503
CV_RMSE:  2.970377574
AVG_MAE:  20.4647801976
AVG_MAE_PER_AREA:  1.59292558204
STD_MAE:  5.83695780477
CV_MAE:  0.454333704966



ITERATION 5408 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.42311664625
AVG_RMSE_PER_AREA:  1.28090336939
STD_RMSE:  0.105646873882
CV_RMSE:  0.0950894904353
AVG_MAE:  1.16429840464
AVG_MAE_PER_AREA:  1.04794905844
STD_MAE:  0.0878526377531
CV_MAE:  0.0790734477068



ITERATION 5409 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.5408674417
AVG_RMSE_PER_AREA:  4.01180787067
STD_RMSE:  41.125698796
CV_RMSE:  3.2011180701
AVG_MAE:  20.3947492223
AVG_MAE_PER_AREA:  1.58747455197
STD_MAE:  7.40295043843
CV_MAE:  0.576226522936



ITERATION 5410 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.41851793296
AVG_RMSE_PER_AREA:  1.27676420949
STD_RMSE:  0.146685643376
CV_RMSE:  0.132027220212
AVG_MAE:  1.16350477065
AVG_MAE_PER_AREA:  1.04723473298
STD_MAE:  0.106844874859
CV_MAE:  0.0961677741381



ITERATION 5411 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.6037649767
AVG_RMSE_PER_AREA:  3.93886623752
STD_RMSE:  42.1299006158
CV_RMSE:  3.27928254355
AVG_MAE:  20.0982628143
AVG_MAE_PER_AREA:  1.56439681649
STD_MAE:  7.91410941689
CV_MAE:  0.616013816296



ITERATION 5412 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.41486892436
AVG_RMSE_PER_AREA:  1.27347984948
STD_RMSE:  0.154944837144
CV_RMSE:  0.139461065606
AVG_MAE:  1.15853856623
AVG_MAE_PER_AREA:  1.04276480566
STD_MAE:  0.119199415003
CV_MAE:  0.107287714404



ITERATION 5413 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.8229108334
AVG_RMSE_PER_AREA:  3.72241174048
STD_RMSE:  44.7706325645
CV_RMSE:  3.48483029123
AVG_MAE:  20.2696872199
AVG_MAE_PER_AREA:  1.57774004903
STD_MAE:  9.71735984988
CV_MAE:  0.756374167974



ITERATION 5414 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.40478934542
AVG_RMSE_PER_AREA:  1.26440753158
STD_RMSE:  0.205541535103
CV_RMSE:  0.185001591793
AVG_MAE:  1.15956809769
AVG_MAE_PER_AREA:  1.04369145515
STD_MAE:  0.144783730042
CV_MAE:  0.130315366722



ITERATION 5415 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.7411258793
AVG_RMSE_PER_AREA:  3.56037098179
STD_RMSE:  47.330745158
CV_RMSE:  3.68410283673
AVG_MAE:  20.3087082724
AVG_MAE_PER_AREA:  1.58077734688
STD_MAE:  11.3352514745
CV_MAE:  0.882306669227



ITERATION 5416 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.40537593796
AVG_RMSE_PER_AREA:  1.26493550542
STD_RMSE:  0.24625962026
CV_RMSE:  0.221650683497
AVG_MAE:  1.16596954291
AVG_MAE_PER_AREA:  1.04945319841
STD_MAE:  0.180532545782
CV_MAE:  0.162491772398



ITERATION 5417 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.5396780946
AVG_RMSE_PER_AREA:  3.38901597773
STD_RMSE:  48.6545662466
CV_RMSE:  3.78714564773
AVG_MAE:  20.1187791609
AVG_MAE_PER_AREA:  1.56599375587
STD_MAE:  12.2898143569
CV_MAE:  0.956607376112



ITERATION 5418 OF 6498
HP:  16
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.403936705
AVG_RMSE_PER_AREA:  1.26364009626
STD_RMSE:  0.265585987735
CV_RMSE:  0.23904575036
AVG_MAE:  1.16609737858
AVG_MAE_PER_AREA:  1.04956825935
STD_MAE:  0.17966753441
CV_MAE:  0.16171320236



ITERATION 5419 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.8872293661
AVG_RMSE_PER_AREA:  4.50579227531
STD_RMSE:  31.2763850062
CV_RMSE:  2.4344729486
AVG_MAE:  20.5177639454
AVG_MAE_PER_AREA:  1.59704969998
STD_MAE:  2.31829381651
CV_MAE:  0.180449997085



ITERATION 5420 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44158449832
AVG_RMSE_PER_AREA:  1.29752571304
STD_RMSE:  0.0255863357233
CV_RMSE:  0.0230294710731
AVG_MAE:  1.18176763928
AVG_MAE_PER_AREA:  1.06367257736
STD_MAE:  0.0211508695446
CV_MAE:  0.0190372448644



ITERATION 5421 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.3185046027
AVG_RMSE_PER_AREA:  4.46152421008
STD_RMSE:  31.2653039199
CV_RMSE:  2.43361042549
AVG_MAE:  20.2334925434
AVG_MAE_PER_AREA:  1.57492274899
STD_MAE:  2.95900243952
CV_MAE:  0.230321099846



ITERATION 5422 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45978322837
AVG_RMSE_PER_AREA:  1.31390582826
STD_RMSE:  0.07419832207
CV_RMSE:  0.0667836195952
AVG_MAE:  1.20790704169
AVG_MAE_PER_AREA:  1.08719984668
STD_MAE:  0.0696896008328
CV_MAE:  0.0627254587693



ITERATION 5423 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.4570073152
AVG_RMSE_PER_AREA:  4.16095524454
STD_RMSE:  37.6212293651
CV_RMSE:  2.92833922987
AVG_MAE:  19.8667126924
AVG_MAE_PER_AREA:  1.54637355364
STD_MAE:  5.41699677996
CV_MAE:  0.421645024539



ITERATION 5424 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45085114915
AVG_RMSE_PER_AREA:  1.30586633944
STD_RMSE:  0.0970249783674
CV_RMSE:  0.0873291883933
AVG_MAE:  1.19449379343
AVG_MAE_PER_AREA:  1.07512699591
STD_MAE:  0.0799468163159
CV_MAE:  0.071957661841



ITERATION 5425 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.4102226806
AVG_RMSE_PER_AREA:  4.15731364953
STD_RMSE:  37.6993915725
CV_RMSE:  2.93442317402
AVG_MAE:  19.9102499034
AVG_MAE_PER_AREA:  1.54976237759
STD_MAE:  5.19925998203
CV_MAE:  0.404696955113



ITERATION 5426 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45194635072
AVG_RMSE_PER_AREA:  1.30685209657
STD_RMSE:  0.108103262121
CV_RMSE:  0.0973004096731
AVG_MAE:  1.19215169357
AVG_MAE_PER_AREA:  1.07301894412
STD_MAE:  0.0796184203419
CV_MAE:  0.0716620827607



ITERATION 5427 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.5665446186
AVG_RMSE_PER_AREA:  3.93596910108
STD_RMSE:  41.287301541
CV_RMSE:  3.21369680997
AVG_MAE:  19.7527682645
AVG_MAE_PER_AREA:  1.53750441396
STD_MAE:  7.29789064732
CV_MAE:  0.568048940412



ITERATION 5428 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44565654907
AVG_RMSE_PER_AREA:  1.30119084024
STD_RMSE:  0.141292854602
CV_RMSE:  0.127173337483
AVG_MAE:  1.19126751683
AVG_MAE_PER_AREA:  1.07222312393
STD_MAE:  0.0908009376294
CV_MAE:  0.0817271214275



ITERATION 5429 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.0794595254
AVG_RMSE_PER_AREA:  3.89805565671
STD_RMSE:  42.3685452636
CV_RMSE:  3.29785802595
AVG_MAE:  19.9190739845
AVG_MAE_PER_AREA:  1.55044922125
STD_MAE:  7.670396535
CV_MAE:  0.597043835652



ITERATION 5430 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44999931079
AVG_RMSE_PER_AREA:  1.30509962603
STD_RMSE:  0.143905643597
CV_RMSE:  0.129525028215
AVG_MAE:  1.19762223421
AVG_MAE_PER_AREA:  1.0779428089
STD_MAE:  0.0960754394703
CV_MAE:  0.0864745377392



ITERATION 5431 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.7442673366
AVG_RMSE_PER_AREA:  3.71629033401
STD_RMSE:  44.5079375194
CV_RMSE:  3.46438278807
AVG_MAE:  19.9278393908
AVG_MAE_PER_AREA:  1.55113149781
STD_MAE:  8.8431835766
CV_MAE:  0.68833054691



ITERATION 5432 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44696735014
AVG_RMSE_PER_AREA:  1.30237065182
STD_RMSE:  0.177997620615
CV_RMSE:  0.160210164494
AVG_MAE:  1.1944181425
AVG_MAE_PER_AREA:  1.07505890485
STD_MAE:  0.109002202599
CV_MAE:  0.0981095182524



ITERATION 5433 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.705775606
AVG_RMSE_PER_AREA:  3.55761940791
STD_RMSE:  47.0944223056
CV_RMSE:  3.66570807687
AVG_MAE:  20.0122371902
AVG_MAE_PER_AREA:  1.55770080432
STD_MAE:  10.7619790123
CV_MAE:  0.837684622875



ITERATION 5434 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43659016991
AVG_RMSE_PER_AREA:  1.29303047218
STD_RMSE:  0.221599689997
CV_RMSE:  0.199455041385
AVG_MAE:  1.19281283407
AVG_MAE_PER_AREA:  1.07361401628
STD_MAE:  0.155713712289
CV_MAE:  0.140153106393



ITERATION 5435 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.3481919757
AVG_RMSE_PER_AREA:  3.29627377864
STD_RMSE:  49.0665605273
CV_RMSE:  3.81921421739
AVG_MAE:  19.571018968
AVG_MAE_PER_AREA:  1.52335751861
STD_MAE:  12.4091568722
CV_MAE:  0.965896688965



ITERATION 5436 OF 6498
HP:  16
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4368098305
AVG_RMSE_PER_AREA:  1.2932281819
STD_RMSE:  0.259632374513
CV_RMSE:  0.233687086855
AVG_MAE:  1.19747971772
AVG_MAE_PER_AREA:  1.07781453421
STD_MAE:  0.172111490896
CV_MAE:  0.154912240807



ITERATION 5437 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.2069917376
AVG_RMSE_PER_AREA:  4.29716950765
STD_RMSE:  32.1091624423
CV_RMSE:  2.4992941912
AVG_MAE:  19.3257735835
AVG_MAE_PER_AREA:  1.50426825192
STD_MAE:  3.81082823569
CV_MAE:  0.296625017555



ITERATION 5438 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44612431078
AVG_RMSE_PER_AREA:  1.30161185811
STD_RMSE:  0.0252756488655
CV_RMSE:  0.0227498314216
AVG_MAE:  1.1846441908
AVG_MAE_PER_AREA:  1.0662616726
STD_MAE:  0.0211747608674
CV_MAE:  0.0190587487067



ITERATION 5439 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.0078622774
AVG_RMSE_PER_AREA:  4.35950719995
STD_RMSE:  33.4132667626
CV_RMSE:  2.60080229993
AVG_MAE:  19.8660039909
AVG_MAE_PER_AREA:  1.54631839015
STD_MAE:  4.71543886542
CV_MAE:  0.367037570242



ITERATION 5440 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45743636924
AVG_RMSE_PER_AREA:  1.31179349279
STD_RMSE:  0.0984002219889
CV_RMSE:  0.0885670027308
AVG_MAE:  1.18867940403
AVG_MAE_PER_AREA:  1.06989364348
STD_MAE:  0.0931176945399
CV_MAE:  0.0838123628168



ITERATION 5441 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.9001915812
AVG_RMSE_PER_AREA:  4.11761414736
STD_RMSE:  38.3559291206
CV_RMSE:  2.98552635938
AVG_MAE:  19.8692728057
AVG_MAE_PER_AREA:  1.54657282624
STD_MAE:  6.07065572245
CV_MAE:  0.472524146688



ITERATION 5442 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44948289537
AVG_RMSE_PER_AREA:  1.30463481645
STD_RMSE:  0.0934554358204
CV_RMSE:  0.0841163533192
AVG_MAE:  1.17667335247
AVG_MAE_PER_AREA:  1.05908736703
STD_MAE:  0.0724788895198
CV_MAE:  0.0652360114264



ITERATION 5443 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.1234387472
AVG_RMSE_PER_AREA:  4.05715371494
STD_RMSE:  38.5573556532
CV_RMSE:  3.00120487992
AVG_MAE:  19.9256972592
AVG_MAE_PER_AREA:  1.55096475983
STD_MAE:  6.82775928279
CV_MAE:  0.53145513045



ITERATION 5444 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44745510619
AVG_RMSE_PER_AREA:  1.30280966599
STD_RMSE:  0.118308512521
CV_RMSE:  0.106485840578
AVG_MAE:  1.17931466398
AVG_MAE_PER_AREA:  1.06146473
STD_MAE:  0.0980889782989
CV_MAE:  0.0882868618918



ITERATION 5445 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.7140988719
AVG_RMSE_PER_AREA:  3.94745434268
STD_RMSE:  41.4808950764
CV_RMSE:  3.22876563027
AVG_MAE:  19.8811989301
AVG_MAE_PER_AREA:  1.54750112493
STD_MAE:  7.56606024542
CV_MAE:  0.588922568617



ITERATION 5446 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43663052987
AVG_RMSE_PER_AREA:  1.29306679894
STD_RMSE:  0.147898139372
CV_RMSE:  0.133118550435
AVG_MAE:  1.17076090013
AVG_MAE_PER_AREA:  1.05376575117
STD_MAE:  0.10304564187
CV_MAE:  0.0927482017865



ITERATION 5447 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.6052137493
AVG_RMSE_PER_AREA:  3.78330417694
STD_RMSE:  43.122082919
CV_RMSE:  3.35651144889
AVG_MAE:  19.7198452611
AVG_MAE_PER_AREA:  1.53494177249
STD_MAE:  9.19355902574
CV_MAE:  0.715602866029



ITERATION 5448 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44577158648
AVG_RMSE_PER_AREA:  1.30129438186
STD_RMSE:  0.141082932753
CV_RMSE:  0.126984393305
AVG_MAE:  1.18036157855
AVG_MAE_PER_AREA:  1.06240702549
STD_MAE:  0.105350092932
CV_MAE:  0.0948223670615



ITERATION 5449 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.9253284753
AVG_RMSE_PER_AREA:  3.57470883564
STD_RMSE:  45.4173338653
CV_RMSE:  3.53516784853
AVG_MAE:  19.586729937
AVG_MAE_PER_AREA:  1.52458041981
STD_MAE:  10.714020066
CV_MAE:  0.833951622483



ITERATION 5450 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43301154638
AVG_RMSE_PER_AREA:  1.2898094636
STD_RMSE:  0.201803524026
CV_RMSE:  0.181637123395
AVG_MAE:  1.17402368536
AVG_MAE_PER_AREA:  1.05670248344
STD_MAE:  0.14515042203
CV_MAE:  0.130645414862



ITERATION 5451 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.5801457338
AVG_RMSE_PER_AREA:  3.39216587415
STD_RMSE:  48.0609027127
CV_RMSE:  3.74093641308
AVG_MAE:  19.6424725007
AVG_MAE_PER_AREA:  1.52891927686
STD_MAE:  12.4138522091
CV_MAE:  0.96626216185



ITERATION 5452 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42089939424
AVG_RMSE_PER_AREA:  1.27890768929
STD_RMSE:  0.235966898913
CV_RMSE:  0.212386522692
AVG_MAE:  1.168417346
AVG_MAE_PER_AREA:  1.05165639043
STD_MAE:  0.177901692458
CV_MAE:  0.16012382252



ITERATION 5453 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.4211275993
AVG_RMSE_PER_AREA:  3.30195089902
STD_RMSE:  48.7586210217
CV_RMSE:  3.7952450024
AVG_MAE:  19.694523275
AVG_MAE_PER_AREA:  1.53297077456
STD_MAE:  12.4380265735
CV_MAE:  0.968143831874



ITERATION 5454 OF 6498
HP:  16
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4165441532
AVG_RMSE_PER_AREA:  1.27498767126
STD_RMSE:  0.269529807801
CV_RMSE:  0.242595461078
AVG_MAE:  1.17294038732
AVG_MAE_PER_AREA:  1.05572744031
STD_MAE:  0.183334325668
CV_MAE:  0.165013567997



ITERATION 5455 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.1954197247
AVG_RMSE_PER_AREA:  4.29626877209
STD_RMSE:  32.1192282689
CV_RMSE:  2.50007768912
AVG_MAE:  19.3224543229
AVG_MAE_PER_AREA:  1.50400988926
STD_MAE:  3.79588582626
CV_MAE:  0.295461939037



ITERATION 5456 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4437115094
AVG_RMSE_PER_AREA:  1.29944017006
STD_RMSE:  0.0240121410662
CV_RMSE:  0.0216125870491
AVG_MAE:  1.18168893373
AVG_MAE_PER_AREA:  1.06360173692
STD_MAE:  0.0219177916846
CV_MAE:  0.0197275278118



ITERATION 5457 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.0485212161
AVG_RMSE_PER_AREA:  4.36267198662
STD_RMSE:  33.3917692051
CV_RMSE:  2.59912898563
AVG_MAE:  19.8887434419
AVG_MAE_PER_AREA:  1.54808837023
STD_MAE:  4.72248891709
CV_MAE:  0.367586328036



ITERATION 5458 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45884911475
AVG_RMSE_PER_AREA:  1.31306506142
STD_RMSE:  0.099492005887
CV_RMSE:  0.08954968372
AVG_MAE:  1.1888113378
AVG_MAE_PER_AREA:  1.07001239299
STD_MAE:  0.0944486165324
CV_MAE:  0.085010284624



ITERATION 5459 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.9346409593
AVG_RMSE_PER_AREA:  4.12029559789
STD_RMSE:  38.3256092381
CV_RMSE:  2.98316633812
AVG_MAE:  19.8615591613
AVG_MAE_PER_AREA:  1.5459724161
STD_MAE:  6.02734335561
CV_MAE:  0.46915282403



ITERATION 5460 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45121499977
AVG_RMSE_PER_AREA:  1.30619383015
STD_RMSE:  0.0938167523572
CV_RMSE:  0.0844415631822
AVG_MAE:  1.17643888249
AVG_MAE_PER_AREA:  1.05887632784
STD_MAE:  0.0761709803739
CV_MAE:  0.0685591484493



ITERATION 5461 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.0808562851
AVG_RMSE_PER_AREA:  4.05383920618
STD_RMSE:  38.574491228
CV_RMSE:  3.00253866877
AVG_MAE:  19.8584377521
AVG_MAE_PER_AREA:  1.54572945368
STD_MAE:  6.84153711675
CV_MAE:  0.532527561424



ITERATION 5462 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44608749855
AVG_RMSE_PER_AREA:  1.30157872457
STD_RMSE:  0.123719372716
CV_RMSE:  0.111355988835
AVG_MAE:  1.17564791531
AVG_MAE_PER_AREA:  1.05816440269
STD_MAE:  0.101932554241
CV_MAE:  0.0917463459671



ITERATION 5463 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.8253928759
AVG_RMSE_PER_AREA:  3.95611718021
STD_RMSE:  41.3927400276
CV_RMSE:  3.22190386918
AVG_MAE:  19.9297098416
AVG_MAE_PER_AREA:  1.55127708887
STD_MAE:  7.57345750308
CV_MAE:  0.589498352029



ITERATION 5464 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43992673004
AVG_RMSE_PER_AREA:  1.29603360697
STD_RMSE:  0.146561116844
CV_RMSE:  0.131915137724
AVG_MAE:  1.17283283576
AVG_MAE_PER_AREA:  1.05563063647
STD_MAE:  0.103671357106
CV_MAE:  0.0933113887586



ITERATION 5465 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.6032231519
AVG_RMSE_PER_AREA:  3.78314923398
STD_RMSE:  43.1443724967
CV_RMSE:  3.358246412
AVG_MAE:  19.7148367988
AVG_MAE_PER_AREA:  1.53455192674
STD_MAE:  9.24932930899
CV_MAE:  0.719943880692



ITERATION 5466 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.447812448
AVG_RMSE_PER_AREA:  1.30313129832
STD_RMSE:  0.145568075256
CV_RMSE:  0.131021331641
AVG_MAE:  1.18093053254
AVG_MAE_PER_AREA:  1.06291912342
STD_MAE:  0.110033801778
CV_MAE:  0.0990380288333



ITERATION 5467 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.9063022725
AVG_RMSE_PER_AREA:  3.5732278852
STD_RMSE:  45.4240841752
CV_RMSE:  3.53569327521
AVG_MAE:  19.5413055322
AVG_MAE_PER_AREA:  1.52104470158
STD_MAE:  10.7279463287
CV_MAE:  0.835035606771



ITERATION 5468 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43286099304
AVG_RMSE_PER_AREA:  1.28967395518
STD_RMSE:  0.203048016611
CV_RMSE:  0.18275725276
AVG_MAE:  1.17199488989
AVG_MAE_PER_AREA:  1.05487642726
STD_MAE:  0.146963260627
CV_MAE:  0.132277094931



ITERATION 5469 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.6059803325
AVG_RMSE_PER_AREA:  3.39417677252
STD_RMSE:  48.0504845256
CV_RMSE:  3.74012548832
AVG_MAE:  19.6726180033
AVG_MAE_PER_AREA:  1.53126572485
STD_MAE:  12.4242021835
CV_MAE:  0.9670677771



ITERATION 5470 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42199974692
AVG_RMSE_PER_AREA:  1.27989808278
STD_RMSE:  0.237305253087
CV_RMSE:  0.213591133977
AVG_MAE:  1.16727092816
AVG_MAE_PER_AREA:  1.05062453511
STD_MAE:  0.182023434583
CV_MAE:  0.163833675392



ITERATION 5471 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.3995246909
AVG_RMSE_PER_AREA:  3.30026938448
STD_RMSE:  48.7178280706
CV_RMSE:  3.79206978455
AVG_MAE:  19.6409536647
AVG_MAE_PER_AREA:  1.52880105459
STD_MAE:  12.3266822304
CV_MAE:  0.95947707607



ITERATION 5472 OF 6498
HP:  16
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41746042256
AVG_RMSE_PER_AREA:  1.27581237703
STD_RMSE:  0.268611195019
CV_RMSE:  0.241768646065
AVG_MAE:  1.17130844195
AVG_MAE_PER_AREA:  1.05425857666
STD_MAE:  0.183918289557
CV_MAE:  0.16553917587



ITERATION 5473 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.3679635092
AVG_RMSE_PER_AREA:  4.4653739635
STD_RMSE:  31.9482622859
CV_RMSE:  2.48677013901
AVG_MAE:  21.521770274
AVG_MAE_PER_AREA:  1.6751989569
STD_MAE:  3.56456313603
CV_MAE:  0.277456378878



ITERATION 5474 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4670498315
AVG_RMSE_PER_AREA:  1.32044627346
STD_RMSE:  0.0264849155561
CV_RMSE:  0.0238382550463
AVG_MAE:  1.21755115134
AVG_MAE_PER_AREA:  1.09588021212
STD_MAE:  0.0121031334639
CV_MAE:  0.0108936568727



ITERATION 5475 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.5948890144
AVG_RMSE_PER_AREA:  4.56087467279
STD_RMSE:  31.2509682394
CV_RMSE:  2.43249457318
AVG_MAE:  21.4509299301
AVG_MAE_PER_AREA:  1.66968492768
STD_MAE:  4.55814368446
CV_MAE:  0.354794120018



ITERATION 5476 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46573759002
AVG_RMSE_PER_AREA:  1.3192651654
STD_RMSE:  0.0708116253793
CV_RMSE:  0.0637353584329
AVG_MAE:  1.2169244757
AVG_MAE_PER_AREA:  1.09531616071
STD_MAE:  0.0692220593697
CV_MAE:  0.0623046391289



ITERATION 5477 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.5397125857
AVG_RMSE_PER_AREA:  4.32306763828
STD_RMSE:  36.699599461
CV_RMSE:  2.85660194087
AVG_MAE:  21.2922013322
AVG_MAE_PER_AREA:  1.65732990398
STD_MAE:  5.21553812719
CV_MAE:  0.405964003848



ITERATION 5478 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46301163185
AVG_RMSE_PER_AREA:  1.31681161459
STD_RMSE:  0.0763239525017
CV_RMSE:  0.0686968339401
AVG_MAE:  1.20797483423
AVG_MAE_PER_AREA:  1.08726086466
STD_MAE:  0.0622651238078
CV_MAE:  0.0560429161525



ITERATION 5479 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.3436942439
AVG_RMSE_PER_AREA:  4.15213524802
STD_RMSE:  37.7287791297
CV_RMSE:  2.93671062549
AVG_MAE:  21.0217746502
AVG_MAE_PER_AREA:  1.6362805902
STD_MAE:  5.63657474554
CV_MAE:  0.438736405695



ITERATION 5480 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45294937582
AVG_RMSE_PER_AREA:  1.30775488851
STD_RMSE:  0.10792888189
CV_RMSE:  0.0971434554094
AVG_MAE:  1.20695600555
AVG_MAE_PER_AREA:  1.08634384841
STD_MAE:  0.102466902701
CV_MAE:  0.0922272965229



ITERATION 5481 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.9550780368
AVG_RMSE_PER_AREA:  4.12188636716
STD_RMSE:  40.4190063988
CV_RMSE:  3.14611096095
AVG_MAE:  21.9098187827
AVG_MAE_PER_AREA:  1.70540364958
STD_MAE:  7.05585570985
CV_MAE:  0.549209566623



ITERATION 5482 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45680754756
AVG_RMSE_PER_AREA:  1.31122750981
STD_RMSE:  0.13486568725
CV_RMSE:  0.121388442521
AVG_MAE:  1.21175498424
AVG_MAE_PER_AREA:  1.090663261
STD_MAE:  0.103618831703
CV_MAE:  0.0932641122639



ITERATION 5483 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.5436905689
AVG_RMSE_PER_AREA:  3.93419020093
STD_RMSE:  42.2161287188
CV_RMSE:  3.28599431616
AVG_MAE:  21.2329354875
AVG_MAE_PER_AREA:  1.65271680386
STD_MAE:  8.55878636993
CV_MAE:  0.666193803608



ITERATION 5484 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45043977768
AVG_RMSE_PER_AREA:  1.30549607668
STD_RMSE:  0.15432433934
CV_RMSE:  0.138902574684
AVG_MAE:  1.2120968355
AVG_MAE_PER_AREA:  1.09097095077
STD_MAE:  0.116167325114
CV_MAE:  0.104558623879



ITERATION 5485 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.4400020789
AVG_RMSE_PER_AREA:  3.77044452764
STD_RMSE:  44.0149690948
CV_RMSE:  3.4260114004
AVG_MAE:  21.1731536662
AVG_MAE_PER_AREA:  1.64806354144
STD_MAE:  9.23532015723
CV_MAE:  0.718853444537



ITERATION 5486 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45330771234
AVG_RMSE_PER_AREA:  1.30807741615
STD_RMSE:  0.172250762998
CV_RMSE:  0.155037595327
AVG_MAE:  1.21478489536
AVG_MAE_PER_AREA:  1.09339039049
STD_MAE:  0.129775891262
CV_MAE:  0.116807274246



ITERATION 5487 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.0420184733
AVG_RMSE_PER_AREA:  3.5837916834
STD_RMSE:  46.8632049014
CV_RMSE:  3.64771071191
AVG_MAE:  20.8510405507
AVG_MAE_PER_AREA:  1.62299108931
STD_MAE:  11.165695346
CV_MAE:  0.869108858546



ITERATION 5488 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43275824319
AVG_RMSE_PER_AREA:  1.28958147321
STD_RMSE:  0.230304608903
CV_RMSE:  0.207290070219
AVG_MAE:  1.19644382084
AVG_MAE_PER_AREA:  1.0768821554
STD_MAE:  0.174568224335
CV_MAE:  0.157123470749



ITERATION 5489 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.7217787373
AVG_RMSE_PER_AREA:  3.40319022097
STD_RMSE:  48.1517212015
CV_RMSE:  3.74800548945
AVG_MAE:  20.6060394954
AVG_MAE_PER_AREA:  1.60392084057
STD_MAE:  11.8687278824
CV_MAE:  0.923831093593



ITERATION 5490 OF 6498
HP:  17
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44527509091
AVG_RMSE_PER_AREA:  1.30084750152
STD_RMSE:  0.253480797137
CV_RMSE:  0.228150241925
AVG_MAE:  1.21785977582
AVG_MAE_PER_AREA:  1.09615799548
STD_MAE:  0.179604581263
CV_MAE:  0.161656540175



ITERATION 5491 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.2213908604
AVG_RMSE_PER_AREA:  4.37612771281
STD_RMSE:  31.9965114552
CV_RMSE:  2.49052572961
AVG_MAE:  19.8739495412
AVG_MAE_PER_AREA:  1.54693685125
STD_MAE:  2.58609681716
CV_MAE:  0.201295090292



ITERATION 5492 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42725595167
AVG_RMSE_PER_AREA:  1.28462903044
STD_RMSE:  0.0309735170261
CV_RMSE:  0.0278783066906
AVG_MAE:  1.17550229237
AVG_MAE_PER_AREA:  1.05803333198
STD_MAE:  0.0256422017436
CV_MAE:  0.0230797543536



ITERATION 5493 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.5416505086
AVG_RMSE_PER_AREA:  4.47889331049
STD_RMSE:  32.4127363315
CV_RMSE:  2.52292359789
AVG_MAE:  20.7105319048
AVG_MAE_PER_AREA:  1.61205425957
STD_MAE:  4.43872914709
CV_MAE:  0.345499201157



ITERATION 5494 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44868751263
AVG_RMSE_PER_AREA:  1.30391891699
STD_RMSE:  0.0718265534276
CV_RMSE:  0.0646488638439
AVG_MAE:  1.19851370011
AVG_MAE_PER_AREA:  1.07874518985
STD_MAE:  0.0642433879429
CV_MAE:  0.0578234906422



ITERATION 5495 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.2171068859
AVG_RMSE_PER_AREA:  4.29795684465
STD_RMSE:  36.7597064058
CV_RMSE:  2.86128051005
AVG_MAE:  20.9900911116
AVG_MAE_PER_AREA:  1.63381442547
STD_MAE:  5.31275437206
CV_MAE:  0.413531065011



ITERATION 5496 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44782419205
AVG_RMSE_PER_AREA:  1.30314186878
STD_RMSE:  0.0709900387384
CV_RMSE:  0.0638959427907
AVG_MAE:  1.20086234349
AVG_MAE_PER_AREA:  1.08085913127
STD_MAE:  0.0685156633962
CV_MAE:  0.0616688339158



ITERATION 5497 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.1059441444
AVG_RMSE_PER_AREA:  4.13362939494
STD_RMSE:  38.2529049462
CV_RMSE:  2.977507224
AVG_MAE:  21.0170237714
AVG_MAE_PER_AREA:  1.63591079408
STD_MAE:  6.18931672259
CV_MAE:  0.481760412159



ITERATION 5498 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43581771926
AVG_RMSE_PER_AREA:  1.29233521319
STD_RMSE:  0.0977541093554
CV_RMSE:  0.0879854566913
AVG_MAE:  1.19070179548
AVG_MAE_PER_AREA:  1.0717139356
STD_MAE:  0.0876736371359
CV_MAE:  0.0789123347761



ITERATION 5499 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.0391711229
AVG_RMSE_PER_AREA:  4.05059454093
STD_RMSE:  41.0704072958
CV_RMSE:  3.19681432268
AVG_MAE:  21.030695657
AVG_MAE_PER_AREA:  1.63697497831
STD_MAE:  7.64994704418
CV_MAE:  0.595452100156



ITERATION 5500 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43785327069
AVG_RMSE_PER_AREA:  1.29416735021
STD_RMSE:  0.137159395557
CV_RMSE:  0.123452938574
AVG_MAE:  1.18991625412
AVG_MAE_PER_AREA:  1.07100689407
STD_MAE:  0.0981725706583
CV_MAE:  0.0883621007944



ITERATION 5501 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.3286049422
AVG_RMSE_PER_AREA:  3.91744849182
STD_RMSE:  42.1097179949
CV_RMSE:  3.27771158051
AVG_MAE:  20.7571396063
AVG_MAE_PER_AREA:  1.61568208256
STD_MAE:  8.37045215324
CV_MAE:  0.65153435509



ITERATION 5502 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43063951214
AVG_RMSE_PER_AREA:  1.28767446879
STD_RMSE:  0.146922328933
CV_RMSE:  0.132240253577
AVG_MAE:  1.18563793808
AVG_MAE_PER_AREA:  1.06715611385
STD_MAE:  0.111612349744
CV_MAE:  0.100458831136



ITERATION 5503 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.2872670018
AVG_RMSE_PER_AREA:  3.75855602411
STD_RMSE:  44.029249796
CV_RMSE:  3.42712297326
AVG_MAE:  20.9007125721
AVG_MAE_PER_AREA:  1.62685743103
STD_MAE:  9.76679455694
CV_MAE:  0.760222037765



ITERATION 5504 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42774325353
AVG_RMSE_PER_AREA:  1.2850676358
STD_RMSE:  0.183445188159
CV_RMSE:  0.165113351904
AVG_MAE:  1.19186754331
AVG_MAE_PER_AREA:  1.07276318924
STD_MAE:  0.135513645645
CV_MAE:  0.121971649873



ITERATION 5505 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.5055604195
AVG_RMSE_PER_AREA:  3.61987259007
STD_RMSE:  46.2833481715
CV_RMSE:  3.60257616318
AVG_MAE:  20.9938411797
AVG_MAE_PER_AREA:  1.63410632108
STD_MAE:  10.9438570499
CV_MAE:  0.851841539099



ITERATION 5506 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42574102947
AVG_RMSE_PER_AREA:  1.28326549573
STD_RMSE:  0.229786300348
CV_RMSE:  0.206823556686
AVG_MAE:  1.1947527097
AVG_MAE_PER_AREA:  1.07536003846
STD_MAE:  0.17326920893
CV_MAE:  0.155954267077



ITERATION 5507 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.9103230911
AVG_RMSE_PER_AREA:  3.41786602602
STD_RMSE:  48.1224378163
CV_RMSE:  3.74572614645
AVG_MAE:  20.7217320542
AVG_MAE_PER_AREA:  1.61292605025
STD_MAE:  12.4948690413
CV_MAE:  0.972568302614



ITERATION 5508 OF 6498
HP:  17
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42309488043
AVG_RMSE_PER_AREA:  1.28088377865
STD_RMSE:  0.255607676201
CV_RMSE:  0.230064580125
AVG_MAE:  1.19373706808
AVG_MAE_PER_AREA:  1.07444589079
STD_MAE:  0.178459289731
CV_MAE:  0.160625698616



ITERATION 5509 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.3719652081
AVG_RMSE_PER_AREA:  4.31001061609
STD_RMSE:  32.2777405805
CV_RMSE:  2.51241587764
AVG_MAE:  19.1024016774
AVG_MAE_PER_AREA:  1.48688156025
STD_MAE:  3.0860653889
CV_MAE:  0.240211351324



ITERATION 5510 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43528741471
AVG_RMSE_PER_AREA:  1.29185790244
STD_RMSE:  0.038994122155
CV_RMSE:  0.0350974058145
AVG_MAE:  1.18089497297
AVG_MAE_PER_AREA:  1.06288711734
STD_MAE:  0.0278188776463
CV_MAE:  0.0250389131514



ITERATION 5511 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.6069019018
AVG_RMSE_PER_AREA:  4.48397231024
STD_RMSE:  30.8702948966
CV_RMSE:  2.40286394435
AVG_MAE:  19.698797061
AVG_MAE_PER_AREA:  1.53330343502
STD_MAE:  3.00027125601
CV_MAE:  0.233533357827



ITERATION 5512 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44818210201
AVG_RMSE_PER_AREA:  1.30346401249
STD_RMSE:  0.054009978305
CV_RMSE:  0.0486127144771
AVG_MAE:  1.1983717034
AVG_MAE_PER_AREA:  1.07861738299
STD_MAE:  0.0469509545452
CV_MAE:  0.0422591050646



ITERATION 5513 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.4965421391
AVG_RMSE_PER_AREA:  4.16403253302
STD_RMSE:  36.8599592761
CV_RMSE:  2.86908393429
AVG_MAE:  18.9571755403
AVG_MAE_PER_AREA:  1.47557753319
STD_MAE:  4.79772034852
CV_MAE:  0.37344214816



ITERATION 5514 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4371211762
AVG_RMSE_PER_AREA:  1.29350841455
STD_RMSE:  0.0953042888658
CV_RMSE:  0.0857804488813
AVG_MAE:  1.18748533521
AVG_MAE_PER_AREA:  1.06881889899
STD_MAE:  0.0661500364176
CV_MAE:  0.0595396060864



ITERATION 5515 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.6142940669
AVG_RMSE_PER_AREA:  4.01752320934
STD_RMSE:  37.9850067098
CV_RMSE:  2.95665471789
AVG_MAE:  18.7809422757
AVG_MAE_PER_AREA:  1.4618599915
STD_MAE:  5.14023112972
CV_MAE:  0.400102301859



ITERATION 5516 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.42930405268
AVG_RMSE_PER_AREA:  1.28647246295
STD_RMSE:  0.110182807302
CV_RMSE:  0.0991721441065
AVG_MAE:  1.18113889034
AVG_MAE_PER_AREA:  1.06310665984
STD_MAE:  0.0734376976359
CV_MAE:  0.0660990050184



ITERATION 5517 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.7010180072
AVG_RMSE_PER_AREA:  3.94643616199
STD_RMSE:  40.7493080029
CV_RMSE:  3.17182078387
AVG_MAE:  19.115389717
AVG_MAE_PER_AREA:  1.48789251567
STD_MAE:  6.41733488794
CV_MAE:  0.499508756644



ITERATION 5518 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43845455194
AVG_RMSE_PER_AREA:  1.29470854491
STD_RMSE:  0.139468602633
CV_RMSE:  0.12553138459
AVG_MAE:  1.18984029904
AVG_MAE_PER_AREA:  1.07093852924
STD_MAE:  0.0847418436689
CV_MAE:  0.076273517965



ITERATION 5519 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.8048293883
AVG_RMSE_PER_AREA:  3.7988417422
STD_RMSE:  42.3912159567
CV_RMSE:  3.29962265409
AVG_MAE:  19.2142200478
AVG_MAE_PER_AREA:  1.49558521311
STD_MAE:  8.07015933593
CV_MAE:  0.628160338552



ITERATION 5520 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43343076943
AVG_RMSE_PER_AREA:  1.29018679333
STD_RMSE:  0.149111229599
CV_RMSE:  0.134210415507
AVG_MAE:  1.18795761248
AVG_MAE_PER_AREA:  1.06924398118
STD_MAE:  0.0943937674217
CV_MAE:  0.0849609166323



ITERATION 5521 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.7176858076
AVG_RMSE_PER_AREA:  3.55854646721
STD_RMSE:  44.9056466095
CV_RMSE:  3.49533943543
AVG_MAE:  18.9846662383
AVG_MAE_PER_AREA:  1.47771733805
STD_MAE:  9.20503392457
CV_MAE:  0.716496042487



ITERATION 5522 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43458877043
AVG_RMSE_PER_AREA:  1.29122907428
STD_RMSE:  0.190224629003
CV_RMSE:  0.171215317363
AVG_MAE:  1.19165776943
AVG_MAE_PER_AREA:  1.07257437825
STD_MAE:  0.118829000358
CV_MAE:  0.106954315615



ITERATION 5523 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  42.5772076892
AVG_RMSE_PER_AREA:  3.3140997697
STD_RMSE:  47.6750428243
CV_RMSE:  3.71090207694
AVG_MAE:  18.5207052763
AVG_MAE_PER_AREA:  1.44160381627
STD_MAE:  11.0998358129
CV_MAE:  0.863982522754



ITERATION 5524 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41951139462
AVG_RMSE_PER_AREA:  1.27765839368
STD_RMSE:  0.242327062349
CV_RMSE:  0.218111109497
AVG_MAE:  1.18695310549
AVG_MAE_PER_AREA:  1.06833985545
STD_MAE:  0.166017718844
CV_MAE:  0.149427424665



ITERATION 5525 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.0651436737
AVG_RMSE_PER_AREA:  3.19640461594
STD_RMSE:  48.7839345656
CV_RMSE:  3.79721534322
AVG_MAE:  18.7367703669
AVG_MAE_PER_AREA:  1.45842176431
STD_MAE:  12.1287515017
CV_MAE:  0.94407065987



ITERATION 5526 OF 6498
HP:  17
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42146232539
AVG_RMSE_PER_AREA:  1.27941436624
STD_RMSE:  0.266976303732
CV_RMSE:  0.240297130877
AVG_MAE:  1.19185882649
AVG_MAE_PER_AREA:  1.07275534351
STD_MAE:  0.176203473935
CV_MAE:  0.158595308443



ITERATION 5527 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.408810253
AVG_RMSE_PER_AREA:  4.23504112447
STD_RMSE:  33.3293335235
CV_RMSE:  2.5942691536
AVG_MAE:  18.3147952234
AVG_MAE_PER_AREA:  1.4255763101
STD_MAE:  3.48422415216
CV_MAE:  0.271203000078



ITERATION 5528 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43216774416
AVG_RMSE_PER_AREA:  1.28904998326
STD_RMSE:  0.0516274028263
CV_RMSE:  0.0464682318259
AVG_MAE:  1.17857336635
AVG_MAE_PER_AREA:  1.06079751088
STD_MAE:  0.0374969279751
CV_MAE:  0.0337498275435



ITERATION 5529 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.1390716514
AVG_RMSE_PER_AREA:  4.3697201984
STD_RMSE:  33.123900047
CV_RMSE:  2.5782787429
AVG_MAE:  18.6258392347
AVG_MAE_PER_AREA:  1.44978717178
STD_MAE:  4.79896507297
CV_MAE:  0.373539034293



ITERATION 5530 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44293989352
AVG_RMSE_PER_AREA:  1.29874566242
STD_RMSE:  0.0799386017646
CV_RMSE:  0.071950268177
AVG_MAE:  1.17438810762
AVG_MAE_PER_AREA:  1.05703048867
STD_MAE:  0.0674814735743
CV_MAE:  0.0607379915769



ITERATION 5531 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.3735212312
AVG_RMSE_PER_AREA:  4.07661948895
STD_RMSE:  38.3983387424
CV_RMSE:  2.9888274147
AVG_MAE:  18.3563418311
AVG_MAE_PER_AREA:  1.42881019063
STD_MAE:  5.79318405185
CV_MAE:  0.450926469208



ITERATION 5532 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4432709559
AVG_RMSE_PER_AREA:  1.29904364145
STD_RMSE:  0.0824305067559
CV_RMSE:  0.0741931549481
AVG_MAE:  1.17669372198
AVG_MAE_PER_AREA:  1.059105701
STD_MAE:  0.0670195189686
CV_MAE:  0.0603222004944



ITERATION 5533 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.7585229161
AVG_RMSE_PER_AREA:  3.95091219542
STD_RMSE:  39.1319623997
CV_RMSE:  3.04593078352
AVG_MAE:  18.2483872065
AVG_MAE_PER_AREA:  1.42040728175
STD_MAE:  6.07713892135
CV_MAE:  0.473028782129



ITERATION 5534 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44098308683
AVG_RMSE_PER_AREA:  1.29698440112
STD_RMSE:  0.105818297562
CV_RMSE:  0.095243783598
AVG_MAE:  1.18331671108
AVG_MAE_PER_AREA:  1.06506684907
STD_MAE:  0.080505136499
CV_MAE:  0.0724601886056



ITERATION 5535 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  49.5612472546
AVG_RMSE_PER_AREA:  3.85771935331
STD_RMSE:  42.1699454091
CV_RMSE:  3.28239952673
AVG_MAE:  18.6261166933
AVG_MAE_PER_AREA:  1.44980876844
STD_MAE:  7.55036818345
CV_MAE:  0.587701139083



ITERATION 5536 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44988972844
AVG_RMSE_PER_AREA:  1.30500099433
STD_RMSE:  0.150879809809
CV_RMSE:  0.135802259967
AVG_MAE:  1.19193834644
AVG_MAE_PER_AREA:  1.07282691696
STD_MAE:  0.105788484734
CV_MAE:  0.0952169499917



ITERATION 5537 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.8026713075
AVG_RMSE_PER_AREA:  3.72083634811
STD_RMSE:  43.2189318164
CV_RMSE:  3.36404991668
AVG_MAE:  18.6075799295
AVG_MAE_PER_AREA:  1.44836591467
STD_MAE:  8.25512522966
CV_MAE:  0.642557605518



ITERATION 5538 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43429645674
AVG_RMSE_PER_AREA:  1.29096597175
STD_RMSE:  0.147368461691
CV_RMSE:  0.132641803902
AVG_MAE:  1.18086106165
AVG_MAE_PER_AREA:  1.06285659481
STD_MAE:  0.104814364359
CV_MAE:  0.0943401743084



ITERATION 5539 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.0443521219
AVG_RMSE_PER_AREA:  3.50613591392
STD_RMSE:  45.4197244585
CV_RMSE:  3.53535392613
AVG_MAE:  18.3155979239
AVG_MAE_PER_AREA:  1.42563879023
STD_MAE:  9.53727673514
CV_MAE:  0.7423569639



ITERATION 5540 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42755757804
AVG_RMSE_PER_AREA:  1.28490051503
STD_RMSE:  0.185820672347
CV_RMSE:  0.167251451902
AVG_MAE:  1.18220469105
AVG_MAE_PER_AREA:  1.06406595416
STD_MAE:  0.12801366954
CV_MAE:  0.115221152865



ITERATION 5541 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  42.6632424687
AVG_RMSE_PER_AREA:  3.3207964945
STD_RMSE:  47.8818782564
CV_RMSE:  3.72700161224
AVG_MAE:  18.1472609629
AVG_MAE_PER_AREA:  1.41253587639
STD_MAE:  11.3860179525
CV_MAE:  0.88625820062



ITERATION 5542 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42988998238
AVG_RMSE_PER_AREA:  1.28699984019
STD_RMSE:  0.227004820296
CV_RMSE:  0.20432003234
AVG_MAE:  1.18908995847
AVG_MAE_PER_AREA:  1.07026317086
STD_MAE:  0.165443493495
CV_MAE:  0.148910582151



ITERATION 5543 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  40.650286745
AVG_RMSE_PER_AREA:  3.16411322516
STD_RMSE:  48.9274677507
CV_RMSE:  3.80838759526
AVG_MAE:  18.4559828351
AVG_MAE_PER_AREA:  1.43656598878
STD_MAE:  12.2202209901
CV_MAE:  0.951190408366



ITERATION 5544 OF 6498
HP:  17
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42066580794
AVG_RMSE_PER_AREA:  1.27869744547
STD_RMSE:  0.254966991068
CV_RMSE:  0.229487919211
AVG_MAE:  1.18732839484
AVG_MAE_PER_AREA:  1.06867764181
STD_MAE:  0.167633143816
CV_MAE:  0.150881418822



ITERATION 5545 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.5418351787
AVG_RMSE_PER_AREA:  4.55674509938
STD_RMSE:  30.8941399036
CV_RMSE:  2.40471997804
AVG_MAE:  20.320921251
AVG_MAE_PER_AREA:  1.58172797356
STD_MAE:  1.73379998748
CV_MAE:  0.134954508552



ITERATION 5546 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42758619136
AVG_RMSE_PER_AREA:  1.28492626899
STD_RMSE:  0.0290954937353
CV_RMSE:  0.026187955891
AVG_MAE:  1.16619107918
AVG_MAE_PER_AREA:  1.04965259637
STD_MAE:  0.0133387767512
CV_MAE:  0.012005821258



ITERATION 5547 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.1762238483
AVG_RMSE_PER_AREA:  4.45044944401
STD_RMSE:  31.9428190812
CV_RMSE:  2.48634645403
AVG_MAE:  19.3489788363
AVG_MAE_PER_AREA:  1.5060744888
STD_MAE:  3.93212425153
CV_MAE:  0.306066385836



ITERATION 5548 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.41925398273
AVG_RMSE_PER_AREA:  1.27742670518
STD_RMSE:  0.0816938870415
CV_RMSE:  0.0735301462786
AVG_MAE:  1.16608357135
AVG_MAE_PER_AREA:  1.0495558319
STD_MAE:  0.0850450175712
CV_MAE:  0.0765463954372



ITERATION 5549 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.3700449674
AVG_RMSE_PER_AREA:  4.23202373486
STD_RMSE:  37.0130905743
CV_RMSE:  2.88100327864
AVG_MAE:  19.8433446374
AVG_MAE_PER_AREA:  1.54455464465
STD_MAE:  4.81241116428
CV_MAE:  0.374585643278



ITERATION 5550 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43333506794
AVG_RMSE_PER_AREA:  1.29010065537
STD_RMSE:  0.0924508099275
CV_RMSE:  0.0832121205604
AVG_MAE:  1.1781616679
AVG_MAE_PER_AREA:  1.06042695382
STD_MAE:  0.0720343640758
CV_MAE:  0.0648359077943



ITERATION 5551 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.1388824983
AVG_RMSE_PER_AREA:  4.13619323125
STD_RMSE:  38.3404948316
CV_RMSE:  2.98432499423
AVG_MAE:  19.430041339
AVG_MAE_PER_AREA:  1.51238418444
STD_MAE:  5.58194752795
CV_MAE:  0.434484364307



ITERATION 5552 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.42019243023
AVG_RMSE_PER_AREA:  1.27827137281
STD_RMSE:  0.103977843292
CV_RMSE:  0.0935872475148
AVG_MAE:  1.16353193329
AVG_MAE_PER_AREA:  1.04725918123
STD_MAE:  0.0865140052654
CV_MAE:  0.077868585921



ITERATION 5553 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.8542377045
AVG_RMSE_PER_AREA:  3.9583623871
STD_RMSE:  41.4958096054
CV_RMSE:  3.22992653864
AVG_MAE:  19.5870528125
AVG_MAE_PER_AREA:  1.52460555161
STD_MAE:  7.08813793978
CV_MAE:  0.55172233194



ITERATION 5554 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.41561311604
AVG_RMSE_PER_AREA:  1.27414967344
STD_RMSE:  0.152421475063
CV_RMSE:  0.137189865279
AVG_MAE:  1.16817615573
AVG_MAE_PER_AREA:  1.05143930251
STD_MAE:  0.111922741088
CV_MAE:  0.100738204805



ITERATION 5555 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.9353682442
AVG_RMSE_PER_AREA:  3.8868399639
STD_RMSE:  42.5859688982
CV_RMSE:  3.31478171955
AVG_MAE:  19.5754044829
AVG_MAE_PER_AREA:  1.52369887575
STD_MAE:  7.1144069959
CV_MAE:  0.553767047355



ITERATION 5556 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.41922549253
AVG_RMSE_PER_AREA:  1.27740106203
STD_RMSE:  0.153954620612
CV_RMSE:  0.138569802268
AVG_MAE:  1.17256251409
AVG_MAE_PER_AREA:  1.05538732828
STD_MAE:  0.115252910988
CV_MAE:  0.103735587948



ITERATION 5557 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.9582483307
AVG_RMSE_PER_AREA:  3.65510864672
STD_RMSE:  45.1473002275
CV_RMSE:  3.5141491283
AVG_MAE:  19.3970513099
AVG_MAE_PER_AREA:  1.50981632587
STD_MAE:  9.03344517807
CV_MAE:  0.703140018076



ITERATION 5558 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41302240084
AVG_RMSE_PER_AREA:  1.27181785066
STD_RMSE:  0.174302855198
CV_RMSE:  0.156884620179
AVG_MAE:  1.16754302962
AVG_MAE_PER_AREA:  1.05086944524
STD_MAE:  0.120886620646
CV_MAE:  0.108806316129



ITERATION 5559 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.3654334223
AVG_RMSE_PER_AREA:  3.45329063758
STD_RMSE:  48.0669563935
CV_RMSE:  3.74140761593
AVG_MAE:  19.2576824004
AVG_MAE_PER_AREA:  1.49896821027
STD_MAE:  10.565825769
CV_MAE:  0.822416561536



ITERATION 5560 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.40648854512
AVG_RMSE_PER_AREA:  1.26593692878
STD_RMSE:  0.226737959923
CV_RMSE:  0.204079839555
AVG_MAE:  1.16786054761
AVG_MAE_PER_AREA:  1.05115523338
STD_MAE:  0.167279521047
CV_MAE:  0.150563133882



ITERATION 5561 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.5656400418
AVG_RMSE_PER_AREA:  3.31319937393
STD_RMSE:  49.1169055537
CV_RMSE:  3.82313294409
AVG_MAE:  19.3228683926
AVG_MAE_PER_AREA:  1.50404211937
STD_MAE:  11.6953365545
CV_MAE:  0.910334760904



ITERATION 5562 OF 6498
HP:  17
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.3974598887
AVG_RMSE_PER_AREA:  1.2578105138
STD_RMSE:  0.272736592322
CV_RMSE:  0.245481788849
AVG_MAE:  1.16498983244
AVG_MAE_PER_AREA:  1.04857139125
STD_MAE:  0.186939220366
CV_MAE:  0.168258222451



ITERATION 5563 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  59.5098247113
AVG_RMSE_PER_AREA:  4.63209090202
STD_RMSE:  30.1433584858
CV_RMSE:  2.34628109351
AVG_MAE:  20.7275742905
AVG_MAE_PER_AREA:  1.61338079481
STD_MAE:  2.19214024899
CV_MAE:  0.170630529539



ITERATION 5564 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44345537811
AVG_RMSE_PER_AREA:  1.29920963419
STD_RMSE:  0.055014367829
CV_RMSE:  0.0495167344876
AVG_MAE:  1.19103604326
AVG_MAE_PER_AREA:  1.07201478171
STD_MAE:  0.022998680891
CV_MAE:  0.0207004028253



ITERATION 5565 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.5242995212
AVG_RMSE_PER_AREA:  4.63321758379
STD_RMSE:  28.9539099073
CV_RMSE:  2.2536974913
AVG_MAE:  21.1000083469
AVG_MAE_PER_AREA:  1.64237009889
STD_MAE:  3.32182079835
CV_MAE:  0.258561942886



ITERATION 5566 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44307777423
AVG_RMSE_PER_AREA:  1.29886976459
STD_RMSE:  0.0939492520103
CV_RMSE:  0.0845608220303
AVG_MAE:  1.1952542457
AVG_MAE_PER_AREA:  1.07581145554
STD_MAE:  0.0732909899617
CV_MAE:  0.065966957969



ITERATION 5567 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.8324447472
AVG_RMSE_PER_AREA:  4.19017832361
STD_RMSE:  37.3205567876
CV_RMSE:  2.90493565378
AVG_MAE:  18.8366189615
AVG_MAE_PER_AREA:  1.46619372078
STD_MAE:  4.67152305749
CV_MAE:  0.363619277289



ITERATION 5568 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44013313687
AVG_RMSE_PER_AREA:  1.2962193874
STD_RMSE:  0.0965633565832
CV_RMSE:  0.0869136968732
AVG_MAE:  1.17867310336
AVG_MAE_PER_AREA:  1.06088728108
STD_MAE:  0.0782295970881
CV_MAE:  0.0704120458154



ITERATION 5569 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.891596717
AVG_RMSE_PER_AREA:  4.11694514535
STD_RMSE:  37.4159795445
CV_RMSE:  2.91236311448
AVG_MAE:  19.7116918931
AVG_MAE_PER_AREA:  1.53430713541
STD_MAE:  6.0587093016
CV_MAE:  0.471594268174



ITERATION 5570 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43034778863
AVG_RMSE_PER_AREA:  1.28741189746
STD_RMSE:  0.13996128758
CV_RMSE:  0.125974835104
AVG_MAE:  1.17471450692
AVG_MAE_PER_AREA:  1.05732427061
STD_MAE:  0.102204109793
CV_MAE:  0.0919907647377



ITERATION 5571 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  48.9140307857
AVG_RMSE_PER_AREA:  3.80734169665
STD_RMSE:  41.0725370081
CV_RMSE:  3.19698009398
AVG_MAE:  18.7728449339
AVG_MAE_PER_AREA:  1.46122971535
STD_MAE:  7.4689823966
CV_MAE:  0.581366279845



ITERATION 5572 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42202002047
AVG_RMSE_PER_AREA:  1.27991633037
STD_RMSE:  0.149198261996
CV_RMSE:  0.134288750681
AVG_MAE:  1.16993463483
AVG_MAE_PER_AREA:  1.05302205527
STD_MAE:  0.107523855617
CV_MAE:  0.0967789037624



ITERATION 5573 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.8015015398
AVG_RMSE_PER_AREA:  3.79858271107
STD_RMSE:  43.5083374252
CV_RMSE:  3.38657650106
AVG_MAE:  18.397199909
AVG_MAE_PER_AREA:  1.43199047778
STD_MAE:  7.83595337692
CV_MAE:  0.609930352206



ITERATION 5574 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.41802780062
AVG_RMSE_PER_AREA:  1.27632305651
STD_RMSE:  0.176361697086
CV_RMSE:  0.158737720218
AVG_MAE:  1.16538400517
AVG_MAE_PER_AREA:  1.04892617397
STD_MAE:  0.128768173685
CV_MAE:  0.115900258758



ITERATION 5575 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.9060716036
AVG_RMSE_PER_AREA:  3.57320993052
STD_RMSE:  44.2437908786
CV_RMSE:  3.44382229647
AVG_MAE:  18.7207298072
AVG_MAE_PER_AREA:  1.45717320862
STD_MAE:  8.33325924303
CV_MAE:  0.648639355116



ITERATION 5576 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41512658165
AVG_RMSE_PER_AREA:  1.27371175886
STD_RMSE:  0.216898899627
CV_RMSE:  0.195224005061
AVG_MAE:  1.1715699542
AVG_MAE_PER_AREA:  1.05449395577
STD_MAE:  0.145672461745
CV_MAE:  0.131115286697



ITERATION 5577 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.2115928906
AVG_RMSE_PER_AREA:  3.36347867367
STD_RMSE:  47.299062558
CV_RMSE:  3.68163674505
AVG_MAE:  18.8631594919
AVG_MAE_PER_AREA:  1.46825956705
STD_MAE:  10.6578385654
CV_MAE:  0.829578599725



ITERATION 5578 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.39294107303
AVG_RMSE_PER_AREA:  1.25374326729
STD_RMSE:  0.248736742411
CV_RMSE:  0.223880264689
AVG_MAE:  1.16061991383
AVG_MAE_PER_AREA:  1.04463816239
STD_MAE:  0.179328480409
CV_MAE:  0.161408030318



ITERATION 5579 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.1536681712
AVG_RMSE_PER_AREA:  3.28113254861
STD_RMSE:  47.9225039929
CV_RMSE:  3.73016381454
AVG_MAE:  19.0782578369
AVG_MAE_PER_AREA:  1.48500226612
STD_MAE:  11.9366016678
CV_MAE:  0.92911421357



ITERATION 5580 OF 6498
HP:  17
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41332856983
AVG_RMSE_PER_AREA:  1.27209342392
STD_RMSE:  0.274805817107
CV_RMSE:  0.247344234212
AVG_MAE:  1.18609184432
AVG_MAE_PER_AREA:  1.06756466084
STD_MAE:  0.192472422658
CV_MAE:  0.173238487054



ITERATION 5581 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.2966221325
AVG_RMSE_PER_AREA:  4.53765834983
STD_RMSE:  31.0860902245
CV_RMSE:  2.41966089476
AVG_MAE:  20.2233482521
AVG_MAE_PER_AREA:  1.57413314358
STD_MAE:  1.4586466313
CV_MAE:  0.113537282673



ITERATION 5582 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.40670161285
AVG_RMSE_PER_AREA:  1.26612870447
STD_RMSE:  0.0723570732166
CV_RMSE:  0.0651263683317
AVG_MAE:  1.13035573732
AVG_MAE_PER_AREA:  1.01739831121
STD_MAE:  0.0315726440647
CV_MAE:  0.0284175624463



ITERATION 5583 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.4471406067
AVG_RMSE_PER_AREA:  4.47153690407
STD_RMSE:  32.0842857852
CV_RMSE:  2.49735785653
AVG_MAE:  19.0008996398
AVG_MAE_PER_AREA:  1.47898090405
STD_MAE:  3.37784245637
CV_MAE:  0.262922523911



ITERATION 5584 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.40470466216
AVG_RMSE_PER_AREA:  1.26433131079
STD_RMSE:  0.0667693006255
CV_RMSE:  0.0600969866867
AVG_MAE:  1.12867393748
AVG_MAE_PER_AREA:  1.01588457508
STD_MAE:  0.0414328938946
CV_MAE:  0.0372924689857



ITERATION 5585 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.4879244331
AVG_RMSE_PER_AREA:  4.16336175306
STD_RMSE:  37.4064673962
CV_RMSE:  2.91162271344
AVG_MAE:  18.065880284
AVG_MAE_PER_AREA:  1.40620141475
STD_MAE:  5.08405708644
CV_MAE:  0.39572985956



ITERATION 5586 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44154910243
AVG_RMSE_PER_AREA:  1.29749385429
STD_RMSE:  0.0890160825394
CV_RMSE:  0.0801206284498
AVG_MAE:  1.15513791003
AVG_MAE_PER_AREA:  1.03970397997
STD_MAE:  0.0382063617914
CV_MAE:  0.0343883670251



ITERATION 5587 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.9127514926
AVG_RMSE_PER_AREA:  4.04075436374
STD_RMSE:  39.1670500114
CV_RMSE:  3.04866191249
AVG_MAE:  17.902519938
AVG_MAE_PER_AREA:  1.39348586776
STD_MAE:  7.20569280943
CV_MAE:  0.560872499074



ITERATION 5588 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.42559619299
AVG_RMSE_PER_AREA:  1.28313513288
STD_RMSE:  0.0990399362832
CV_RMSE:  0.0891427898225
AVG_MAE:  1.14807808017
AVG_MAE_PER_AREA:  1.03334964501
STD_MAE:  0.072919793937
CV_MAE:  0.0656328558839



ITERATION 5589 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  48.3455800348
AVG_RMSE_PER_AREA:  3.76309495984
STD_RMSE:  42.7395006653
CV_RMSE:  3.32673223537
AVG_MAE:  17.2508299618
AVG_MAE_PER_AREA:  1.34276000486
STD_MAE:  7.45169163149
CV_MAE:  0.580020411391



ITERATION 5590 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.41772532385
AVG_RMSE_PER_AREA:  1.27605080651
STD_RMSE:  0.152225105231
CV_RMSE:  0.137013118854
AVG_MAE:  1.13154031769
AVG_MAE_PER_AREA:  1.01846451544
STD_MAE:  0.100683298505
CV_MAE:  0.0906219294364



ITERATION 5591 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.9883644908
AVG_RMSE_PER_AREA:  3.81312764007
STD_RMSE:  42.5399846279
CV_RMSE:  3.31120242284
AVG_MAE:  18.2262464444
AVG_MAE_PER_AREA:  1.41868390207
STD_MAE:  8.11468833357
CV_MAE:  0.631626360605



ITERATION 5592 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43440265504
AVG_RMSE_PER_AREA:  1.29106155757
STD_RMSE:  0.111970005799
CV_RMSE:  0.100780746313
AVG_MAE:  1.14762026874
AVG_MAE_PER_AREA:  1.03293758307
STD_MAE:  0.0800533827743
CV_MAE:  0.0720535790212



ITERATION 5593 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.1977981892
AVG_RMSE_PER_AREA:  3.59591717374
STD_RMSE:  45.396049501
CV_RMSE:  3.53351112865
AVG_MAE:  17.2333903114
AVG_MAE_PER_AREA:  1.34140254756
STD_MAE:  8.81100656057
CV_MAE:  0.685825971171



ITERATION 5594 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42167993725
AVG_RMSE_PER_AREA:  1.27961023196
STD_RMSE:  0.182146121314
CV_RMSE:  0.163944101931
AVG_MAE:  1.1388151496
AVG_MAE_PER_AREA:  1.0250123671
STD_MAE:  0.123324304042
CV_MAE:  0.111000399716



ITERATION 5595 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.356511461
AVG_RMSE_PER_AREA:  3.45259617517
STD_RMSE:  48.127624383
CV_RMSE:  3.74612985539
AVG_MAE:  18.3071884777
AVG_MAE_PER_AREA:  1.42498422068
STD_MAE:  10.272564661
CV_MAE:  0.799589875072



ITERATION 5596 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42278767173
AVG_RMSE_PER_AREA:  1.28060726958
STD_RMSE:  0.213011346719
CV_RMSE:  0.191724938676
AVG_MAE:  1.14727049416
AVG_MAE_PER_AREA:  1.03262276177
STD_MAE:  0.14100427531
CV_MAE:  0.126913596169



ITERATION 5597 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.6499399867
AVG_RMSE_PER_AREA:  3.24192364904
STD_RMSE:  49.653152045
CV_RMSE:  3.86487298459
AVG_MAE:  18.440340669
AVG_MAE_PER_AREA:  1.43534844301
STD_MAE:  12.2701288997
CV_MAE:  0.955075111016



ITERATION 5598 OF 6498
HP:  17
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41066887118
AVG_RMSE_PER_AREA:  1.26969951125
STD_RMSE:  0.279664237487
CV_RMSE:  0.251717148443
AVG_MAE:  1.14745192915
AVG_MAE_PER_AREA:  1.03278606581
STD_MAE:  0.193441774908
CV_MAE:  0.174110971096



ITERATION 5599 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.8694077226
AVG_RMSE_PER_AREA:  4.2708928407
STD_RMSE:  34.358625917
CV_RMSE:  2.67438661243
AVG_MAE:  12.9400607029
AVG_MAE_PER_AREA:  1.00722087057
STD_MAE:  4.1494968313
CV_MAE:  0.322986105461



ITERATION 5600 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.71875279569
AVG_RMSE_PER_AREA:  1.54699634282
STD_RMSE:  0.0734616816059
CV_RMSE:  0.0661205922496
AVG_MAE:  1.11341820831
AVG_MAE_PER_AREA:  1.00215336412
STD_MAE:  0.0435770797412
CV_MAE:  0.0392223844868



ITERATION 5601 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.7842152565
AVG_RMSE_PER_AREA:  4.26426167939
STD_RMSE:  34.1412667523
CV_RMSE:  2.657467937
AVG_MAE:  13.0446212055
AVG_MAE_PER_AREA:  1.01535958977
STD_MAE:  4.32520685342
CV_MAE:  0.336662919313



ITERATION 5602 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.72737613462
AVG_RMSE_PER_AREA:  1.55475794403
STD_RMSE:  0.087110728044
CV_RMSE:  0.0784056776764
AVG_MAE:  1.11708221461
AVG_MAE_PER_AREA:  1.00545122309
STD_MAE:  0.0848868550935
CV_MAE:  0.0764040382726



ITERATION 5603 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.3722647873
AVG_RMSE_PER_AREA:  3.99868427594
STD_RMSE:  39.4571371483
CV_RMSE:  3.07124154525
AVG_MAE:  12.9325866548
AVG_MAE_PER_AREA:  1.00663910999
STD_MAE:  6.03263718144
CV_MAE:  0.469564881746



ITERATION 5604 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.73259085466
AVG_RMSE_PER_AREA:  1.55945155259
STD_RMSE:  0.150146878806
CV_RMSE:  0.135142571393
AVG_MAE:  1.11591152501
AVG_MAE_PER_AREA:  1.00439752152
STD_MAE:  0.13053246435
CV_MAE:  0.117488242332



ITERATION 5605 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.8720381548
AVG_RMSE_PER_AREA:  3.95974792813
STD_RMSE:  39.7959707804
CV_RMSE:  3.09761547918
AVG_MAE:  12.8811658937
AVG_MAE_PER_AREA:  1.00263665089
STD_MAE:  5.81179923154
CV_MAE:  0.452375426669



ITERATION 5606 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.72360169985
AVG_RMSE_PER_AREA:  1.55136069179
STD_RMSE:  0.14052653013
CV_RMSE:  0.126483592478
AVG_MAE:  1.10811336015
AVG_MAE_PER_AREA:  0.997378634017
STD_MAE:  0.144508422895
CV_MAE:  0.130067571256



ITERATION 5607 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.8091241738
AVG_RMSE_PER_AREA:  3.72133862254
STD_RMSE:  43.553451886
CV_RMSE:  3.39008809405
AVG_MAE:  12.8862783693
AVG_MAE_PER_AREA:  1.00303459277
STD_MAE:  8.0101639086
CV_MAE:  0.623490449597



ITERATION 5608 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.7109208911
AVG_RMSE_PER_AREA:  1.53994708723
STD_RMSE:  0.19664721651
CV_RMSE:  0.176996090147
AVG_MAE:  1.11004206858
AVG_MAE_PER_AREA:  0.999114604947
STD_MAE:  0.192806370891
CV_MAE:  0.173539063551



ITERATION 5609 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.2452717176
AVG_RMSE_PER_AREA:  3.67744980511
STD_RMSE:  44.3956054235
CV_RMSE:  3.45563914815
AVG_MAE:  12.9686938218
AVG_MAE_PER_AREA:  1.00944959852
STD_MAE:  7.72568571512
CV_MAE:  0.601347402492



ITERATION 5610 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.71165753614
AVG_RMSE_PER_AREA:  1.54061011869
STD_RMSE:  0.200246548471
CV_RMSE:  0.180235737753
AVG_MAE:  1.11518616572
AVG_MAE_PER_AREA:  1.00374464802
STD_MAE:  0.160013826894
CV_MAE:  0.144023506828



ITERATION 5611 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.9519232894
AVG_RMSE_PER_AREA:  3.4211040779
STD_RMSE:  47.1494334149
CV_RMSE:  3.66998999939
AVG_MAE:  12.8885909705
AVG_MAE_PER_AREA:  1.00321459967
STD_MAE:  8.92972163989
CV_MAE:  0.695066446026



ITERATION 5612 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.72515298861
AVG_RMSE_PER_AREA:  1.55275695892
STD_RMSE:  0.202142172753
CV_RMSE:  0.181941930662
AVG_MAE:  1.11070865725
AVG_MAE_PER_AREA:  0.999714580836
STD_MAE:  0.169038308803
CV_MAE:  0.152146164457



ITERATION 5613 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.3482930701
AVG_RMSE_PER_AREA:  3.21844423292
STD_RMSE:  49.8315288728
CV_RMSE:  3.8787573757
AVG_MAE:  12.9327407571
AVG_MAE_PER_AREA:  1.00665110492
STD_MAE:  10.9955536943
CV_MAE:  0.855865472249



ITERATION 5614 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.71521581551
AVG_RMSE_PER_AREA:  1.54381281613
STD_RMSE:  0.315215313112
CV_RMSE:  0.283715574344
AVG_MAE:  1.11705893896
AVG_MAE_PER_AREA:  1.0054302734
STD_MAE:  0.26941124505
CV_MAE:  0.242488746405



ITERATION 5615 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  38.1659775734
AVG_RMSE_PER_AREA:  2.97074102204
STD_RMSE:  51.7090297029
CV_RMSE:  4.02489718632
AVG_MAE:  12.8906571273
AVG_MAE_PER_AREA:  1.00337542397
STD_MAE:  12.5530522295
CV_MAE:  0.977097131559



ITERATION 5616 OF 6498
HP:  17
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.68860928623
AVG_RMSE_PER_AREA:  1.51986510032
STD_RMSE:  0.359541925702
CV_RMSE:  0.323612590214
AVG_MAE:  1.11428690249
AVG_MAE_PER_AREA:  1.00293524893
STD_MAE:  0.264836982215
CV_MAE:  0.238371593609



ITERATION 5617 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.2259727265
AVG_RMSE_PER_AREA:  4.37648435341
STD_RMSE:  32.3390146089
CV_RMSE:  2.5171852896
AVG_MAE:  20.2517833938
AVG_MAE_PER_AREA:  1.5763464615
STD_MAE:  3.41764443516
CV_MAE:  0.266020607038



ITERATION 5618 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.45265954253
AVG_RMSE_PER_AREA:  1.30749401851
STD_RMSE:  0.0291401300499
CV_RMSE:  0.02622813166
AVG_MAE:  1.1912860011
AVG_MAE_PER_AREA:  1.07223976105
STD_MAE:  0.0175150866466
CV_MAE:  0.0157647888948



ITERATION 5619 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.0203634209
AVG_RMSE_PER_AREA:  4.43831767129
STD_RMSE:  32.5195326973
CV_RMSE:  2.5312363509
AVG_MAE:  20.4265431512
AVG_MAE_PER_AREA:  1.5899493092
STD_MAE:  4.51627721514
CV_MAE:  0.351535342286



ITERATION 5620 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45631315075
AVG_RMSE_PER_AREA:  1.31078251849
STD_RMSE:  0.091428231309
CV_RMSE:  0.0822917291073
AVG_MAE:  1.1971898161
AVG_MAE_PER_AREA:  1.07755360271
STD_MAE:  0.0831327714557
CV_MAE:  0.0748252417293



ITERATION 5621 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.1625539847
AVG_RMSE_PER_AREA:  4.13803575855
STD_RMSE:  38.1076374643
CV_RMSE:  2.96619997878
AVG_MAE:  19.9914213379
AVG_MAE_PER_AREA:  1.55608055219
STD_MAE:  6.34057995011
CV_MAE:  0.493534350721



ITERATION 5622 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4405946395
AVG_RMSE_PER_AREA:  1.29663477167
STD_RMSE:  0.1117837352
CV_RMSE:  0.100613089896
AVG_MAE:  1.18036134595
AVG_MAE_PER_AREA:  1.06240681613
STD_MAE:  0.0817179325519
CV_MAE:  0.0735517889003



ITERATION 5623 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.4356545192
AVG_RMSE_PER_AREA:  4.00361836879
STD_RMSE:  39.1466662686
CV_RMSE:  3.04707529465
AVG_MAE:  19.8151119177
AVG_MAE_PER_AREA:  1.54235708275
STD_MAE:  7.1598463376
CV_MAE:  0.557303928236



ITERATION 5624 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43393332293
AVG_RMSE_PER_AREA:  1.29063912622
STD_RMSE:  0.12116064377
CV_RMSE:  0.109052955885
AVG_MAE:  1.17881386041
AVG_MAE_PER_AREA:  1.06101397217
STD_MAE:  0.0917608541972
CV_MAE:  0.0825911127027



ITERATION 5625 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.6868143991
AVG_RMSE_PER_AREA:  3.94533058986
STD_RMSE:  41.5408769252
CV_RMSE:  3.2334344623
AVG_MAE:  19.9825009316
AVG_MAE_PER_AREA:  1.55538621083
STD_MAE:  7.99893234493
CV_MAE:  0.622616213718



ITERATION 5626 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4297965552
AVG_RMSE_PER_AREA:  1.28691574926
STD_RMSE:  0.156144172294
CV_RMSE:  0.140540550158
AVG_MAE:  1.17368819537
AVG_MAE_PER_AREA:  1.05640051926
STD_MAE:  0.106341916958
CV_MAE:  0.0957150772558



ITERATION 5627 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.4354322141
AVG_RMSE_PER_AREA:  3.77008882118
STD_RMSE:  43.1695143961
CV_RMSE:  3.36020339245
AVG_MAE:  19.9059062464
AVG_MAE_PER_AREA:  1.54942427856
STD_MAE:  9.35903420537
CV_MAE:  0.7284830262



ITERATION 5628 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42914386572
AVG_RMSE_PER_AREA:  1.28632828361
STD_RMSE:  0.158966323514
CV_RMSE:  0.143080681366
AVG_MAE:  1.17763925817
AVG_MAE_PER_AREA:  1.05995674894
STD_MAE:  0.115823937614
CV_MAE:  0.10424955139



ITERATION 5629 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.5409596624
AVG_RMSE_PER_AREA:  3.54479056097
STD_RMSE:  45.6471974253
CV_RMSE:  3.55305983377
AVG_MAE:  19.56223681
AVG_MAE_PER_AREA:  1.52267393813
STD_MAE:  11.064898759
CV_MAE:  0.861263112808



ITERATION 5630 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41738037561
AVG_RMSE_PER_AREA:  1.27574032924
STD_RMSE:  0.220562590482
CV_RMSE:  0.198521580121
AVG_MAE:  1.17459662129
AVG_MAE_PER_AREA:  1.0572181654
STD_MAE:  0.153395535246
CV_MAE:  0.138066586786



ITERATION 5631 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.9318903231
AVG_RMSE_PER_AREA:  3.4195447636
STD_RMSE:  47.5680678125
CV_RMSE:  3.70257541859
AVG_MAE:  19.6590522466
AVG_MAE_PER_AREA:  1.53020980142
STD_MAE:  12.0954143551
CV_MAE:  0.941475782563



ITERATION 5632 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41215600747
AVG_RMSE_PER_AREA:  1.27103803673
STD_RMSE:  0.252807150766
CV_RMSE:  0.227543913618
AVG_MAE:  1.17180073304
AVG_MAE_PER_AREA:  1.05470167267
STD_MAE:  0.18688116506
CV_MAE:  0.168205968662



ITERATION 5633 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.6242444206
AVG_RMSE_PER_AREA:  3.31776098726
STD_RMSE:  48.3256434815
CV_RMSE:  3.76154315007
AVG_MAE:  19.7661979014
AVG_MAE_PER_AREA:  1.53854974218
STD_MAE:  12.4248255484
CV_MAE:  0.967116298208



ITERATION 5634 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41021143693
AVG_RMSE_PER_AREA:  1.2692877888
STD_RMSE:  0.272385872342
CV_RMSE:  0.24516611662
AVG_MAE:  1.17279221812
AVG_MAE_PER_AREA:  1.05559407779
STD_MAE:  0.184122426125
CV_MAE:  0.165722912894



ITERATION 5635 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  61.3505628016
AVG_RMSE_PER_AREA:  4.77536919602
STD_RMSE:  28.9913963842
CV_RMSE:  2.25661534174
AVG_MAE:  21.3796701275
AVG_MAE_PER_AREA:  1.66413824887
STD_MAE:  1.38341616939
CV_MAE:  0.107681538015



ITERATION 5636 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44420363426
AVG_RMSE_PER_AREA:  1.29988311646
STD_RMSE:  0.0396449681399
CV_RMSE:  0.0356832121974
AVG_MAE:  1.18419885968
AVG_MAE_PER_AREA:  1.0658608438
STD_MAE:  0.0193239394425
CV_MAE:  0.017392881467



ITERATION 5637 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.5198841934
AVG_RMSE_PER_AREA:  4.6328739061
STD_RMSE:  26.9318059582
CV_RMSE:  2.09630214774
AVG_MAE:  21.8216471357
AVG_MAE_PER_AREA:  1.69854059653
STD_MAE:  2.32299962782
CV_MAE:  0.180816285271



ITERATION 5638 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46880485628
AVG_RMSE_PER_AREA:  1.32202591709
STD_RMSE:  0.0747248081441
CV_RMSE:  0.0672574934608
AVG_MAE:  1.21590355608
AVG_MAE_PER_AREA:  1.09439726247
STD_MAE:  0.0721039642246
CV_MAE:  0.0648985527401



ITERATION 5639 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.6078933913
AVG_RMSE_PER_AREA:  4.32837465591
STD_RMSE:  33.5353778154
CV_RMSE:  2.61030710858
AVG_MAE:  21.0290422315
AVG_MAE_PER_AREA:  1.63684627994
STD_MAE:  4.63321967327
CV_MAE:  0.360637840889



ITERATION 5640 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45377399137
AVG_RMSE_PER_AREA:  1.30849709951
STD_RMSE:  0.106273482656
CV_RMSE:  0.0956534816526
AVG_MAE:  1.20808445803
AVG_MAE_PER_AREA:  1.08735953366
STD_MAE:  0.0890395085332
CV_MAE:  0.0801417134638



ITERATION 5641 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.4060442841
AVG_RMSE_PER_AREA:  4.31266324326
STD_RMSE:  34.1729353534
CV_RMSE:  2.65993293903
AVG_MAE:  21.3331770123
AVG_MAE_PER_AREA:  1.66051934498
STD_MAE:  4.99002678649
CV_MAE:  0.388410784112



ITERATION 5642 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44563481528
AVG_RMSE_PER_AREA:  1.30117127832
STD_RMSE:  0.11962553915
CV_RMSE:  0.107671255597
AVG_MAE:  1.1951440485
AVG_MAE_PER_AREA:  1.07571227043
STD_MAE:  0.0984753725216
CV_MAE:  0.0886346434057



ITERATION 5643 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.526248183
AVG_RMSE_PER_AREA:  4.16634477467
STD_RMSE:  37.4524028173
CV_RMSE:  2.91519820786
AVG_MAE:  21.5110535001
AVG_MAE_PER_AREA:  1.67436479093
STD_MAE:  6.14566639767
CV_MAE:  0.478362783718



ITERATION 5644 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44818592866
AVG_RMSE_PER_AREA:  1.30346745674
STD_RMSE:  0.143906511629
CV_RMSE:  0.129525809503
AVG_MAE:  1.19959855718
AVG_MAE_PER_AREA:  1.07972163622
STD_MAE:  0.105171755402
CV_MAE:  0.0946618509551



ITERATION 5645 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.7675132247
AVG_RMSE_PER_AREA:  4.10728680711
STD_RMSE:  38.0515361762
CV_RMSE:  2.96183319955
AVG_MAE:  21.1022960519
AVG_MAE_PER_AREA:  1.64254816793
STD_MAE:  6.99464189116
CV_MAE:  0.544444841236



ITERATION 5646 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44281669128
AVG_RMSE_PER_AREA:  1.29863477189
STD_RMSE:  0.14667211104
CV_RMSE:  0.132015040174
AVG_MAE:  1.19747043791
AVG_MAE_PER_AREA:  1.07780618174
STD_MAE:  0.111216135896
CV_MAE:  0.100102211281



ITERATION 5647 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  50.0948666143
AVG_RMSE_PER_AREA:  3.89925490467
STD_RMSE:  41.1756371689
CV_RMSE:  3.20500514394
AVG_MAE:  21.2703524798
AVG_MAE_PER_AREA:  1.6556292458
STD_MAE:  8.96549380098
CV_MAE:  0.697850858562



ITERATION 5648 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43900845312
AVG_RMSE_PER_AREA:  1.29520709426
STD_RMSE:  0.187749323601
CV_RMSE:  0.168987371369
AVG_MAE:  1.19662259273
AVG_MAE_PER_AREA:  1.07704306246
STD_MAE:  0.131273888633
CV_MAE:  0.118155575445



ITERATION 5649 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.2575643752
AVG_RMSE_PER_AREA:  3.75624404844
STD_RMSE:  43.5467161865
CV_RMSE:  3.38956380462
AVG_MAE:  21.2116273117
AVG_MAE_PER_AREA:  1.65105823054
STD_MAE:  10.2985757243
CV_MAE:  0.801614508996



ITERATION 5650 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42891086819
AVG_RMSE_PER_AREA:  1.28611856972
STD_RMSE:  0.234125022776
CV_RMSE:  0.21072870683
AVG_MAE:  1.19241140289
AVG_MAE_PER_AREA:  1.07325270046
STD_MAE:  0.168513225212
CV_MAE:  0.151673552924



ITERATION 5651 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  47.0397520787
AVG_RMSE_PER_AREA:  3.66145268775
STD_RMSE:  44.5072102706
CV_RMSE:  3.46432618091
AVG_MAE:  21.3126140534
AVG_MAE_PER_AREA:  1.65891877742
STD_MAE:  11.2314372807
CV_MAE:  0.874226040776



ITERATION 5652 OF 6498
HP:  17
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42339087181
AVG_RMSE_PER_AREA:  1.28115019135
STD_RMSE:  0.249353475504
CV_RMSE:  0.224435367111
AVG_MAE:  1.18912431309
AVG_MAE_PER_AREA:  1.07029409239
STD_MAE:  0.170475386798
CV_MAE:  0.153439634006



ITERATION 5653 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.8829041819
AVG_RMSE_PER_AREA:  4.34978078485
STD_RMSE:  32.592930158
CV_RMSE:  2.53694941949
AVG_MAE:  20.0893712786
AVG_MAE_PER_AREA:  1.56370472234
STD_MAE:  3.50780517894
CV_MAE:  0.273038486237



ITERATION 5654 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44663994154
AVG_RMSE_PER_AREA:  1.30207596144
STD_RMSE:  0.0258414513795
CV_RMSE:  0.0232590928011
AVG_MAE:  1.18863002985
AVG_MAE_PER_AREA:  1.0698492033
STD_MAE:  0.0175928148146
CV_MAE:  0.0158347496198



ITERATION 5655 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.888248473
AVG_RMSE_PER_AREA:  4.42803418531
STD_RMSE:  32.703171346
CV_RMSE:  2.54553030854
AVG_MAE:  20.3875179787
AVG_MAE_PER_AREA:  1.58691169067
STD_MAE:  4.71600413479
CV_MAE:  0.367081569348



ITERATION 5656 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44853859287
AVG_RMSE_PER_AREA:  1.30378487891
STD_RMSE:  0.0885112580558
CV_RMSE:  0.0796662515132
AVG_MAE:  1.18807249144
AVG_MAE_PER_AREA:  1.06934738019
STD_MAE:  0.0838173791468
CV_MAE:  0.0754414359819



ITERATION 5657 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.0626947417
AVG_RMSE_PER_AREA:  4.13026297324
STD_RMSE:  38.1734932574
CV_RMSE:  2.97132602345
AVG_MAE:  19.8205447407
AVG_MAE_PER_AREA:  1.54277995964
STD_MAE:  6.45756103896
CV_MAE:  0.50263985624



ITERATION 5658 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43597055063
AVG_RMSE_PER_AREA:  1.292472772
STD_RMSE:  0.112086318209
CV_RMSE:  0.100885435523
AVG_MAE:  1.17571729447
AVG_MAE_PER_AREA:  1.05822684873
STD_MAE:  0.0860141131399
CV_MAE:  0.0774186484478



ITERATION 5659 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.5327907826
AVG_RMSE_PER_AREA:  4.0111792044
STD_RMSE:  39.1504058556
CV_RMSE:  3.04736637444
AVG_MAE:  19.9392598524
AVG_MAE_PER_AREA:  1.55202043701
STD_MAE:  7.2972143425
CV_MAE:  0.567996298593



ITERATION 5660 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43446026859
AVG_RMSE_PER_AREA:  1.29111341375
STD_RMSE:  0.128938998271
CV_RMSE:  0.116054012696
AVG_MAE:  1.17860640307
AVG_MAE_PER_AREA:  1.06082724621
STD_MAE:  0.0992031328588
CV_MAE:  0.0892896780232



ITERATION 5661 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.732750424
AVG_RMSE_PER_AREA:  3.94890613127
STD_RMSE:  41.5392467743
CV_RMSE:  3.23330757557
AVG_MAE:  20.0448873436
AVG_MAE_PER_AREA:  1.56024220785
STD_MAE:  7.89709076717
CV_MAE:  0.614689128601



ITERATION 5662 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43271897168
AVG_RMSE_PER_AREA:  1.28954612614
STD_RMSE:  0.156910452904
CV_RMSE:  0.141230255684
AVG_MAE:  1.18055941833
AVG_MAE_PER_AREA:  1.06258509497
STD_MAE:  0.105872655322
CV_MAE:  0.0952927093401



ITERATION 5663 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.4589790543
AVG_RMSE_PER_AREA:  3.77192164634
STD_RMSE:  43.2296322607
CV_RMSE:  3.3648828116
AVG_MAE:  20.0594641029
AVG_MAE_PER_AREA:  1.5613768251
STD_MAE:  9.42103802215
CV_MAE:  0.733309242998



ITERATION 5664 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43426455092
AVG_RMSE_PER_AREA:  1.29093725431
STD_RMSE:  0.156829748931
CV_RMSE:  0.141157616529
AVG_MAE:  1.18196509779
AVG_MAE_PER_AREA:  1.06385030367
STD_MAE:  0.11227457247
CV_MAE:  0.101054877373



ITERATION 5665 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.8453353522
AVG_RMSE_PER_AREA:  3.56848237774
STD_RMSE:  45.478358133
CV_RMSE:  3.53991781976
AVG_MAE:  19.7632301532
AVG_MAE_PER_AREA:  1.53831874033
STD_MAE:  10.6382443369
CV_MAE:  0.82805343564



ITERATION 5666 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4164760496
AVG_RMSE_PER_AREA:  1.27492637331
STD_RMSE:  0.216693655015
CV_RMSE:  0.19503927072
AVG_MAE:  1.17346043377
AVG_MAE_PER_AREA:  1.05619551807
STD_MAE:  0.145222034615
CV_MAE:  0.13070987114



ITERATION 5667 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.0037198361
AVG_RMSE_PER_AREA:  3.42513578718
STD_RMSE:  47.6817073185
CV_RMSE:  3.71142082394
AVG_MAE:  19.8690759169
AVG_MAE_PER_AREA:  1.54655750093
STD_MAE:  12.3685873411
CV_MAE:  0.962738861547



ITERATION 5668 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41636274058
AVG_RMSE_PER_AREA:  1.27482438736
STD_RMSE:  0.256972104204
CV_RMSE:  0.231292659658
AVG_MAE:  1.17767868976
AVG_MAE_PER_AREA:  1.05999224009
STD_MAE:  0.19219268114
CV_MAE:  0.172986700348



ITERATION 5669 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.5160910678
AVG_RMSE_PER_AREA:  3.30934260989
STD_RMSE:  48.2987082403
CV_RMSE:  3.75944658054
AVG_MAE:  19.792918381
AVG_MAE_PER_AREA:  1.54062959522
STD_MAE:  12.6112614412
CV_MAE:  0.981627986105



ITERATION 5670 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41620105713
AVG_RMSE_PER_AREA:  1.27467886107
STD_RMSE:  0.266776090362
CV_RMSE:  0.240116925003
AVG_MAE:  1.18080028216
AVG_MAE_PER_AREA:  1.06280188907
STD_MAE:  0.178878323633
CV_MAE:  0.161002858098



ITERATION 5671 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.487063059
AVG_RMSE_PER_AREA:  4.7081566085
STD_RMSE:  29.2589958348
CV_RMSE:  2.27744459114
AVG_MAE:  21.5054328802
AVG_MAE_PER_AREA:  1.6739272964
STD_MAE:  1.30622624694
CV_MAE:  0.101673274015



ITERATION 5672 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4335003868
AVG_RMSE_PER_AREA:  1.29024945377
STD_RMSE:  0.0289840792849
CV_RMSE:  0.0260876751829
AVG_MAE:  1.17487262979
AVG_MAE_PER_AREA:  1.05746659213
STD_MAE:  0.0168105710398
CV_MAE:  0.0151306761417



ITERATION 5673 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.3105110766
AVG_RMSE_PER_AREA:  4.46090201468
STD_RMSE:  28.4085196694
CV_RMSE:  2.2112457252
AVG_MAE:  21.3627025326
AVG_MAE_PER_AREA:  1.66281753515
STD_MAE:  2.29350937097
CV_MAE:  0.17852083992



ITERATION 5674 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44648946991
AVG_RMSE_PER_AREA:  1.30194052658
STD_RMSE:  0.0916120028152
CV_RMSE:  0.082457136168
AVG_MAE:  1.19544241357
AVG_MAE_PER_AREA:  1.07598081963
STD_MAE:  0.0875135220494
CV_MAE:  0.0787682201286



ITERATION 5675 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.9467900929
AVG_RMSE_PER_AREA:  4.19907866969
STD_RMSE:  33.8089899215
CV_RMSE:  2.63160436754
AVG_MAE:  20.7292973657
AVG_MAE_PER_AREA:  1.61351491454
STD_MAE:  3.81535321924
CV_MAE:  0.296977230576



ITERATION 5676 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43006773649
AVG_RMSE_PER_AREA:  1.28715983118
STD_RMSE:  0.106831050573
CV_RMSE:  0.0961553313249
AVG_MAE:  1.18637994992
AVG_MAE_PER_AREA:  1.0678239758
STD_MAE:  0.0920516045548
CV_MAE:  0.0828528081257



ITERATION 5677 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.9860844311
AVG_RMSE_PER_AREA:  4.12429982474
STD_RMSE:  34.9643044261
CV_RMSE:  2.72153106169
AVG_MAE:  20.7020115931
AVG_MAE_PER_AREA:  1.61139106054
STD_MAE:  4.87753323097
CV_MAE:  0.379654576586



ITERATION 5678 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43913016346
AVG_RMSE_PER_AREA:  1.29531664198
STD_RMSE:  0.111768618886
CV_RMSE:  0.100599484168
AVG_MAE:  1.18863940688
AVG_MAE_PER_AREA:  1.06985764328
STD_MAE:  0.0954263645817
CV_MAE:  0.0858903254654



ITERATION 5679 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.6307550487
AVG_RMSE_PER_AREA:  4.0188044896
STD_RMSE:  39.3618759044
CV_RMSE:  3.06382665632
AVG_MAE:  20.5934006078
AVG_MAE_PER_AREA:  1.60293706223
STD_MAE:  5.98490414746
CV_MAE:  0.465849465788



ITERATION 5680 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43168476781
AVG_RMSE_PER_AREA:  1.28861527115
STD_RMSE:  0.154829879557
CV_RMSE:  0.13935759583
AVG_MAE:  1.18357456599
AVG_MAE_PER_AREA:  1.06529893632
STD_MAE:  0.113628184031
CV_MAE:  0.102273221361



ITERATION 5681 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  51.0914031698
AVG_RMSE_PER_AREA:  3.97682273376
STD_RMSE:  40.3050779739
CV_RMSE:  3.1372430669
AVG_MAE:  20.6864819661
AVG_MAE_PER_AREA:  1.61018227452
STD_MAE:  6.66141761143
CV_MAE:  0.518507524802



ITERATION 5682 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43759093094
AVG_RMSE_PER_AREA:  1.2939312263
STD_RMSE:  0.150946837137
CV_RMSE:  0.135862589197
AVG_MAE:  1.19158089472
AVG_MAE_PER_AREA:  1.0725051857
STD_MAE:  0.111728304014
CV_MAE:  0.100563197996



ITERATION 5683 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.9139730482
AVG_RMSE_PER_AREA:  3.72949978785
STD_RMSE:  43.0009204995
CV_RMSE:  3.3470804794
AVG_MAE:  20.128249102
AVG_MAE_PER_AREA:  1.5667308716
STD_MAE:  8.14280739418
CV_MAE:  0.633815075585



ITERATION 5684 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42923403264
AVG_RMSE_PER_AREA:  1.28640944007
STD_RMSE:  0.187302823303
CV_RMSE:  0.168585490232
AVG_MAE:  1.18465694481
AVG_MAE_PER_AREA:  1.06627315208
STD_MAE:  0.125282303734
CV_MAE:  0.112762734805



ITERATION 5685 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.4150816169
AVG_RMSE_PER_AREA:  3.53499253934
STD_RMSE:  46.0324105172
CV_RMSE:  3.58304382493
AVG_MAE:  20.2295688977
AVG_MAE_PER_AREA:  1.57461734256
STD_MAE:  10.3221418366
CV_MAE:  0.803448834249



ITERATION 5686 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42152055573
AVG_RMSE_PER_AREA:  1.27946677758
STD_RMSE:  0.244797809741
CV_RMSE:  0.220334952967
AVG_MAE:  1.18775139804
AVG_MAE_PER_AREA:  1.06905837392
STD_MAE:  0.173033424855
CV_MAE:  0.155742045108



ITERATION 5687 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.9907565577
AVG_RMSE_PER_AREA:  3.42412675911
STD_RMSE:  46.9338976751
CV_RMSE:  3.65321325465
AVG_MAE:  20.1861534729
AVG_MAE_PER_AREA:  1.57123799813
STD_MAE:  11.2870061399
CV_MAE:  0.878551377113



ITERATION 5688 OF 6498
HP:  17
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41414837644
AVG_RMSE_PER_AREA:  1.27283130654
STD_RMSE:  0.2547140032
CV_RMSE:  0.22926021264
AVG_MAE:  1.18326317446
AVG_MAE_PER_AREA:  1.06501866241
STD_MAE:  0.174847491946
CV_MAE:  0.157374830907



ITERATION 5689 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.1505438352
AVG_RMSE_PER_AREA:  4.37061316353
STD_RMSE:  31.9981107017
CV_RMSE:  2.49065021082
AVG_MAE:  19.8775890379
AVG_MAE_PER_AREA:  1.54722014026
STD_MAE:  2.5297334908
CV_MAE:  0.196907914686



ITERATION 5690 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41492738587
AVG_RMSE_PER_AREA:  1.27353246888
STD_RMSE:  0.0265172535134
CV_RMSE:  0.0238673614435
AVG_MAE:  1.1673111173
AVG_MAE_PER_AREA:  1.05066070812
STD_MAE:  0.0174482593355
CV_MAE:  0.0157046396947



ITERATION 5691 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.2551551474
AVG_RMSE_PER_AREA:  4.45659325226
STD_RMSE:  32.5192310179
CV_RMSE:  2.53121286895
AVG_MAE:  20.5399315885
AVG_MAE_PER_AREA:  1.59877517201
STD_MAE:  4.47418593449
CV_MAE:  0.34825906582



ITERATION 5692 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4455273952
AVG_RMSE_PER_AREA:  1.30107459282
STD_RMSE:  0.079967091305
CV_RMSE:  0.071975910733
AVG_MAE:  1.19709394455
AVG_MAE_PER_AREA:  1.07746731169
STD_MAE:  0.0722040545904
CV_MAE:  0.0649886409891



ITERATION 5693 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.0855585437
AVG_RMSE_PER_AREA:  4.28771746179
STD_RMSE:  36.7697115069
CV_RMSE:  2.86205928126
AVG_MAE:  20.9580029494
AVG_MAE_PER_AREA:  1.63131676589
STD_MAE:  5.2402441889
CV_MAE:  0.407887059817



ITERATION 5694 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43577518649
AVG_RMSE_PER_AREA:  1.29229693076
STD_RMSE:  0.0774522011784
CV_RMSE:  0.0697123357511
AVG_MAE:  1.18097473402
AVG_MAE_PER_AREA:  1.06295890781
STD_MAE:  0.0714913798457
CV_MAE:  0.0643471844477



ITERATION 5695 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.9305964497
AVG_RMSE_PER_AREA:  4.11998078372
STD_RMSE:  38.3235777261
CV_RMSE:  2.98300821048
AVG_MAE:  20.8303260264
AVG_MAE_PER_AREA:  1.62137872428
STD_MAE:  6.21899882814
CV_MAE:  0.484070790516



ITERATION 5696 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43138282495
AVG_RMSE_PER_AREA:  1.28834350171
STD_RMSE:  0.0990932104242
CV_RMSE:  0.0891907402325
AVG_MAE:  1.17938978495
AVG_MAE_PER_AREA:  1.06153234406
STD_MAE:  0.0869215648302
CV_MAE:  0.0782354177061



ITERATION 5697 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.9626360031
AVG_RMSE_PER_AREA:  4.04463724507
STD_RMSE:  40.8952133889
CV_RMSE:  3.1831776819
AVG_MAE:  20.9609895307
AVG_MAE_PER_AREA:  1.63154923365
STD_MAE:  7.24171228705
CV_MAE:  0.563676162089



ITERATION 5698 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42900655833
AVG_RMSE_PER_AREA:  1.28620469747
STD_RMSE:  0.132234221348
CV_RMSE:  0.119019941282
AVG_MAE:  1.17819074503
AVG_MAE_PER_AREA:  1.06045312524
STD_MAE:  0.0961525600935
CV_MAE:  0.0865439516319



ITERATION 5699 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.0146280598
AVG_RMSE_PER_AREA:  3.89300934303
STD_RMSE:  42.1453853014
CV_RMSE:  3.28048783144
AVG_MAE:  20.6005063147
AVG_MAE_PER_AREA:  1.60349015209
STD_MAE:  8.18537448834
CV_MAE:  0.637128388144



ITERATION 5700 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42014791175
AVG_RMSE_PER_AREA:  1.27823130309
STD_RMSE:  0.150246210974
CV_RMSE:  0.135231977211
AVG_MAE:  1.17226312897
AVG_MAE_PER_AREA:  1.05511786098
STD_MAE:  0.114692541757
CV_MAE:  0.103231216899



ITERATION 5701 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.7828299667
AVG_RMSE_PER_AREA:  3.71929194944
STD_RMSE:  44.2086539088
CV_RMSE:  3.44108732558
AVG_MAE:  20.6670870325
AVG_MAE_PER_AREA:  1.60867262303
STD_MAE:  9.65801414123
CV_MAE:  0.751754851441



ITERATION 5702 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41429805008
AVG_RMSE_PER_AREA:  1.27296602316
STD_RMSE:  0.191032783914
CV_RMSE:  0.171942712654
AVG_MAE:  1.17411739107
AVG_MAE_PER_AREA:  1.05678682506
STD_MAE:  0.138932783436
CV_MAE:  0.125049110269



ITERATION 5703 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.0747697049
AVG_RMSE_PER_AREA:  3.58634095459
STD_RMSE:  46.5257350959
CV_RMSE:  3.62144293472
AVG_MAE:  20.8418423919
AVG_MAE_PER_AREA:  1.62227512841
STD_MAE:  11.0818057523
CV_MAE:  0.862579109456



ITERATION 5704 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41255199059
AVG_RMSE_PER_AREA:  1.27139444891
STD_RMSE:  0.244728863948
CV_RMSE:  0.220272896986
AVG_MAE:  1.1786242894
AVG_MAE_PER_AREA:  1.06084334515
STD_MAE:  0.184797610963
CV_MAE:  0.166330625927



ITERATION 5705 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.9732427766
AVG_RMSE_PER_AREA:  3.42276353167
STD_RMSE:  47.9172783503
CV_RMSE:  3.72975706403
AVG_MAE:  20.7784277671
AVG_MAE_PER_AREA:  1.61733909795
STD_MAE:  12.3046283558
CV_MAE:  0.957760459491



ITERATION 5706 OF 6498
HP:  17
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41617283412
AVG_RMSE_PER_AREA:  1.27465345841
STD_RMSE:  0.251932023646
CV_RMSE:  0.226756238708
AVG_MAE:  1.18477019273
AVG_MAE_PER_AREA:  1.06637508304
STD_MAE:  0.174237176432
CV_MAE:  0.15682550475



ITERATION 5707 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.8553402269
AVG_RMSE_PER_AREA:  4.50331010716
STD_RMSE:  31.4463318097
CV_RMSE:  2.44770116841
AVG_MAE:  20.5501583928
AVG_MAE_PER_AREA:  1.59957120002
STD_MAE:  2.45869752502
CV_MAE:  0.191378658763



ITERATION 5708 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43174682458
AVG_RMSE_PER_AREA:  1.28867112654
STD_RMSE:  0.0358603268597
CV_RMSE:  0.0322767733925
AVG_MAE:  1.17513268584
AVG_MAE_PER_AREA:  1.05770066055
STD_MAE:  0.0228287771188
CV_MAE:  0.0205474776841



ITERATION 5709 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.8886528894
AVG_RMSE_PER_AREA:  4.42806566404
STD_RMSE:  31.8133100721
CV_RMSE:  2.47626580758
AVG_MAE:  20.128342233
AVG_MAE_PER_AREA:  1.56673812068
STD_MAE:  3.52419225875
CV_MAE:  0.274314014163



ITERATION 5710 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44973584745
AVG_RMSE_PER_AREA:  1.30486249081
STD_RMSE:  0.0807970727781
CV_RMSE:  0.0727229514399
AVG_MAE:  1.19754384383
AVG_MAE_PER_AREA:  1.07787225215
STD_MAE:  0.0766478255475
CV_MAE:  0.0689883420724



ITERATION 5711 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.2784908857
AVG_RMSE_PER_AREA:  4.14705998719
STD_RMSE:  37.7019517392
CV_RMSE:  2.93462245077
AVG_MAE:  19.7621783715
AVG_MAE_PER_AREA:  1.53823687236
STD_MAE:  5.35151285723
CV_MAE:  0.416547925292



ITERATION 5712 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44695707981
AVG_RMSE_PER_AREA:  1.30236140781
STD_RMSE:  0.0944605066933
CV_RMSE:  0.0850209865908
AVG_MAE:  1.19146269057
AVG_MAE_PER_AREA:  1.07239879379
STD_MAE:  0.0790357504109
CV_MAE:  0.0711376395397



ITERATION 5713 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.9168165028
AVG_RMSE_PER_AREA:  4.11890818827
STD_RMSE:  37.8244828622
CV_RMSE:  2.9441599566
AVG_MAE:  19.7596901257
AVG_MAE_PER_AREA:  1.53804319374
STD_MAE:  5.52395674374
CV_MAE:  0.429970511591



ITERATION 5714 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45029153081
AVG_RMSE_PER_AREA:  1.30536264424
STD_RMSE:  0.0985819719381
CV_RMSE:  0.0887305902504
AVG_MAE:  1.19418258881
AVG_MAE_PER_AREA:  1.07484689024
STD_MAE:  0.0738088446686
CV_MAE:  0.0664330630072



ITERATION 5715 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.3701200379
AVG_RMSE_PER_AREA:  3.92067991954
STD_RMSE:  41.3774203413
CV_RMSE:  3.2207114244
AVG_MAE:  19.6591459498
AVG_MAE_PER_AREA:  1.53021709503
STD_MAE:  7.23501135822
CV_MAE:  0.563154579114



ITERATION 5716 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4508922824
AVG_RMSE_PER_AREA:  1.30590336221
STD_RMSE:  0.133541324218
CV_RMSE:  0.120196424231
AVG_MAE:  1.19876156536
AVG_MAE_PER_AREA:  1.07896828571
STD_MAE:  0.0825968209642
CV_MAE:  0.0743428492337



ITERATION 5717 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.6460037615
AVG_RMSE_PER_AREA:  3.86431658068
STD_RMSE:  42.3640827153
CV_RMSE:  3.29751067273
AVG_MAE:  19.7865707134
AVG_MAE_PER_AREA:  1.54013550919
STD_MAE:  7.79447670996
CV_MAE:  0.606701915681



ITERATION 5718 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45407367106
AVG_RMSE_PER_AREA:  1.30876683195
STD_RMSE:  0.134398785989
CV_RMSE:  0.120968199107
AVG_MAE:  1.20263409836
AVG_MAE_PER_AREA:  1.08245383314
STD_MAE:  0.0875534704307
CV_MAE:  0.0788041764336



ITERATION 5719 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.2867969337
AVG_RMSE_PER_AREA:  3.68068202057
STD_RMSE:  44.4761878041
CV_RMSE:  3.46191147232
AVG_MAE:  19.804186258
AVG_MAE_PER_AREA:  1.54150665764
STD_MAE:  8.90050217397
CV_MAE:  0.692792078341



ITERATION 5720 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44391941545
AVG_RMSE_PER_AREA:  1.29962729988
STD_RMSE:  0.168285389156
CV_RMSE:  0.151468484721
AVG_MAE:  1.19639831585
AVG_MAE_PER_AREA:  1.07684119776
STD_MAE:  0.101846840802
CV_MAE:  0.091669197946



ITERATION 5721 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.1231986152
AVG_RMSE_PER_AREA:  3.51227312111
STD_RMSE:  47.2675409931
CV_RMSE:  3.67918318793
AVG_MAE:  19.7080469966
AVG_MAE_PER_AREA:  1.53402342609
STD_MAE:  10.7453106873
CV_MAE:  0.836387203548



ITERATION 5722 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43662294237
AVG_RMSE_PER_AREA:  1.29305996966
STD_RMSE:  0.216667937164
CV_RMSE:  0.195016122876
AVG_MAE:  1.19323538429
AVG_MAE_PER_AREA:  1.07399434069
STD_MAE:  0.15021141579
CV_MAE:  0.135200659141



ITERATION 5723 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.8884314129
AVG_RMSE_PER_AREA:  3.26048720508
STD_RMSE:  48.9514969545
CV_RMSE:  3.81025796636
AVG_MAE:  19.3198482658
AVG_MAE_PER_AREA:  1.50380704051
STD_MAE:  12.1141902393
CV_MAE:  0.942937248848



ITERATION 5724 OF 6498
HP:  17
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43207337573
AVG_RMSE_PER_AREA:  1.28896504515
STD_RMSE:  0.254479328981
CV_RMSE:  0.229048989619
AVG_MAE:  1.19620605835
AVG_MAE_PER_AREA:  1.07666815272
STD_MAE:  0.169503304314
CV_MAE:  0.152564692564



ITERATION 5725 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.3005889438
AVG_RMSE_PER_AREA:  4.38229228686
STD_RMSE:  31.9551845124
CV_RMSE:  2.48730894723
AVG_MAE:  19.8331615835
AVG_MAE_PER_AREA:  1.54376202207
STD_MAE:  2.60548446054
CV_MAE:  0.202804174329



ITERATION 5726 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42870657578
AVG_RMSE_PER_AREA:  1.28593469244
STD_RMSE:  0.0225101604972
CV_RMSE:  0.0202607006969
AVG_MAE:  1.17392887588
AVG_MAE_PER_AREA:  1.05661714836
STD_MAE:  0.0193136511204
CV_MAE:  0.0173836212657



ITERATION 5727 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.6081017898
AVG_RMSE_PER_AREA:  4.48406570642
STD_RMSE:  32.3783856034
CV_RMSE:  2.52024982603
AVG_MAE:  20.6674235931
AVG_MAE_PER_AREA:  1.60869882004
STD_MAE:  4.59438040804
CV_MAE:  0.357614692897



ITERATION 5728 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45099427624
AVG_RMSE_PER_AREA:  1.30599516372
STD_RMSE:  0.0792681171887
CV_RMSE:  0.0713467857044
AVG_MAE:  1.19875168576
AVG_MAE_PER_AREA:  1.07895939338
STD_MAE:  0.0705515095615
CV_MAE:  0.0635012362136



ITERATION 5729 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.2744389148
AVG_RMSE_PER_AREA:  4.30241942156
STD_RMSE:  36.8114734269
CV_RMSE:  2.86530992114
AVG_MAE:  20.9218882207
AVG_MAE_PER_AREA:  1.62850568877
STD_MAE:  5.42762367808
CV_MAE:  0.422472194814



ITERATION 5730 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45089336635
AVG_RMSE_PER_AREA:  1.30590433784
STD_RMSE:  0.0854564676681
CV_RMSE:  0.0769167289701
AVG_MAE:  1.19495321393
AVG_MAE_PER_AREA:  1.07554050613
STD_MAE:  0.077855907755
CV_MAE:  0.0700756995804



ITERATION 5731 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.1707952645
AVG_RMSE_PER_AREA:  4.13867723847
STD_RMSE:  38.2397549555
CV_RMSE:  2.97648366272
AVG_MAE:  20.9922045479
AVG_MAE_PER_AREA:  1.63397892989
STD_MAE:  6.19107844619
CV_MAE:  0.481897540169



ITERATION 5732 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44068239019
AVG_RMSE_PER_AREA:  1.29671375336
STD_RMSE:  0.0976796082799
CV_RMSE:  0.0879184005727
AVG_MAE:  1.19252191103
AVG_MAE_PER_AREA:  1.07335216543
STD_MAE:  0.0830563267049
CV_MAE:  0.0747564361685



ITERATION 5733 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.4889405583
AVG_RMSE_PER_AREA:  4.08560343097
STD_RMSE:  40.8129658354
CV_RMSE:  3.17677574497
AVG_MAE:  21.2870954219
AVG_MAE_PER_AREA:  1.65693247312
STD_MAE:  7.54022903721
CV_MAE:  0.586911934152



ITERATION 5734 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.45258650947
AVG_RMSE_PER_AREA:  1.30742828371
STD_RMSE:  0.141277053177
CV_RMSE:  0.127159115108
AVG_MAE:  1.19928412185
AVG_MAE_PER_AREA:  1.07943862268
STD_MAE:  0.0987478452369
CV_MAE:  0.088879887687



ITERATION 5735 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.4530238997
AVG_RMSE_PER_AREA:  3.92713294181
STD_RMSE:  42.0692134765
CV_RMSE:  3.27455881352
AVG_MAE:  20.773846854
AVG_MAE_PER_AREA:  1.61698253153
STD_MAE:  8.39239850978
CV_MAE:  0.653242602744



ITERATION 5736 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44083657774
AVG_RMSE_PER_AREA:  1.29685253281
STD_RMSE:  0.150621774772
CV_RMSE:  0.135570010595
AVG_MAE:  1.19248909899
AVG_MAE_PER_AREA:  1.07332263233
STD_MAE:  0.112649086565
CV_MAE:  0.10139196595



ITERATION 5737 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.3712612261
AVG_RMSE_PER_AREA:  3.76509391737
STD_RMSE:  44.0166989769
CV_RMSE:  3.42614604995
AVG_MAE:  20.7518816939
AVG_MAE_PER_AREA:  1.61527282025
STD_MAE:  9.72360922805
CV_MAE:  0.756860603413



ITERATION 5738 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43781576175
AVG_RMSE_PER_AREA:  1.29413358957
STD_RMSE:  0.199860829456
CV_RMSE:  0.179888563973
AVG_MAE:  1.19749457827
AVG_MAE_PER_AREA:  1.07782790974
STD_MAE:  0.144819399699
CV_MAE:  0.130347471879



ITERATION 5739 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.5138367051
AVG_RMSE_PER_AREA:  3.62051679474
STD_RMSE:  46.2993403807
CV_RMSE:  3.6038209554
AVG_MAE:  20.8456689927
AVG_MAE_PER_AREA:  1.62257298112
STD_MAE:  10.9949896969
CV_MAE:  0.855821572146



ITERATION 5740 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43390368381
AVG_RMSE_PER_AREA:  1.29061244896
STD_RMSE:  0.23799926344
CV_RMSE:  0.214215791275
AVG_MAE:  1.2019388831
AVG_MAE_PER_AREA:  1.08182809134
STD_MAE:  0.177566934196
CV_MAE:  0.159822516941



ITERATION 5741 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.9369242187
AVG_RMSE_PER_AREA:  3.41993658902
STD_RMSE:  48.1760998396
CV_RMSE:  3.74990305961
AVG_MAE:  20.6751630056
AVG_MAE_PER_AREA:  1.6093012359
STD_MAE:  12.6363927206
CV_MAE:  0.983584139923



ITERATION 5742 OF 6498
HP:  17
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43575122577
AVG_RMSE_PER_AREA:  1.29227536446
STD_RMSE:  0.266520483619
CV_RMSE:  0.239886861262
AVG_MAE:  1.20457859211
AVG_MAE_PER_AREA:  1.08420401195
STD_MAE:  0.186707265839
CV_MAE:  0.16804944734



ITERATION 5743 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.9701501461
AVG_RMSE_PER_AREA:  4.35657178514
STD_RMSE:  32.1124112341
CV_RMSE:  2.49954706875
AVG_MAE:  19.5146771124
AVG_MAE_PER_AREA:  1.51897201423
STD_MAE:  2.59485764485
CV_MAE:  0.20197701047



ITERATION 5744 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41527216261
AVG_RMSE_PER_AREA:  1.27384279179
STD_RMSE:  0.0224437832898
CV_RMSE:  0.0202009566212
AVG_MAE:  1.16319550077
AVG_MAE_PER_AREA:  1.0469563687
STD_MAE:  0.0093087554335
CV_MAE:  0.00837852345487



ITERATION 5745 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.0763191481
AVG_RMSE_PER_AREA:  4.44267312043
STD_RMSE:  32.1782187203
CV_RMSE:  2.50466935334
AVG_MAE:  20.0753468018
AVG_MAE_PER_AREA:  1.56261309333
STD_MAE:  3.94657876447
CV_MAE:  0.307191487753



ITERATION 5746 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.42466620058
AVG_RMSE_PER_AREA:  1.28229807542
STD_RMSE:  0.0784962170488
CV_RMSE:  0.0706520222129
AVG_MAE:  1.1734588088
AVG_MAE_PER_AREA:  1.05619405548
STD_MAE:  0.0701820214306
CV_MAE:  0.0631686713511



ITERATION 5747 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.8083695319
AVG_RMSE_PER_AREA:  4.26614178574
STD_RMSE:  36.6292209789
CV_RMSE:  2.85112386178
AVG_MAE:  20.4147417545
AVG_MAE_PER_AREA:  1.58903071899
STD_MAE:  4.76573744574
CV_MAE:  0.370952681694



ITERATION 5748 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.41838248364
AVG_RMSE_PER_AREA:  1.27664229575
STD_RMSE:  0.0920112660832
CV_RMSE:  0.0828165007124
AVG_MAE:  1.1594520327
AVG_MAE_PER_AREA:  1.04358698863
STD_MAE:  0.0767836107527
CV_MAE:  0.0691105581446



ITERATION 5749 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.0256181861
AVG_RMSE_PER_AREA:  4.12737703002
STD_RMSE:  38.3740561058
CV_RMSE:  2.98693731705
AVG_MAE:  20.2958194054
AVG_MAE_PER_AREA:  1.57977411079
STD_MAE:  6.06718516541
CV_MAE:  0.4722540075



ITERATION 5750 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4178512646
AVG_RMSE_PER_AREA:  1.27616416188
STD_RMSE:  0.113104632621
CV_RMSE:  0.101801988896
AVG_MAE:  1.1627844133
AVG_MAE_PER_AREA:  1.04658636156
STD_MAE:  0.0928557849315
CV_MAE:  0.0835766260621



ITERATION 5751 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.5743615451
AVG_RMSE_PER_AREA:  4.01441496508
STD_RMSE:  41.0093966791
CV_RMSE:  3.19206541401
AVG_MAE:  20.4790865052
AVG_MAE_PER_AREA:  1.59403914803
STD_MAE:  7.38501465729
CV_MAE:  0.574830448103



ITERATION 5752 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.41957434595
AVG_RMSE_PER_AREA:  1.27771505422
STD_RMSE:  0.148807437245
CV_RMSE:  0.133936981385
AVG_MAE:  1.16625693434
AVG_MAE_PER_AREA:  1.04971187057
STD_MAE:  0.107927063466
CV_MAE:  0.0971418187027



ITERATION 5753 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.8884521409
AVG_RMSE_PER_AREA:  3.88318813572
STD_RMSE:  42.3576656678
CV_RMSE:  3.29701118634
AVG_MAE:  20.0117487769
AVG_MAE_PER_AREA:  1.55766278749
STD_MAE:  7.9930910152
CV_MAE:  0.622161539714



ITERATION 5754 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.41273009868
AVG_RMSE_PER_AREA:  1.2715547585
STD_RMSE:  0.160955393362
CV_RMSE:  0.144870981745
AVG_MAE:  1.16061993247
AVG_MAE_PER_AREA:  1.04463817917
STD_MAE:  0.125091904582
CV_MAE:  0.112591362405



ITERATION 5755 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.1750223015
AVG_RMSE_PER_AREA:  3.74981918683
STD_RMSE:  44.3507081123
CV_RMSE:  3.45214445752
AVG_MAE:  20.340166782
AVG_MAE_PER_AREA:  1.58322599593
STD_MAE:  9.59257470195
CV_MAE:  0.746661214672



ITERATION 5756 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.40580248368
AVG_RMSE_PER_AREA:  1.26531942606
STD_RMSE:  0.21108039897
CV_RMSE:  0.189986952205
AVG_MAE:  1.16131547012
AVG_MAE_PER_AREA:  1.04526421114
STD_MAE:  0.149110887547
CV_MAE:  0.134210107636



ITERATION 5757 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.6343065136
AVG_RMSE_PER_AREA:  3.55205643853
STD_RMSE:  47.2719118712
CV_RMSE:  3.67952340579
AVG_MAE:  20.2333894376
AVG_MAE_PER_AREA:  1.57491472351
STD_MAE:  11.1977712235
CV_MAE:  0.871605561918



ITERATION 5758 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.40500530461
AVG_RMSE_PER_AREA:  1.26460190978
STD_RMSE:  0.24860405544
CV_RMSE:  0.223760837242
AVG_MAE:  1.16844171179
AVG_MAE_PER_AREA:  1.05167832132
STD_MAE:  0.183284605927
CV_MAE:  0.164968816793



ITERATION 5759 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.5172309825
AVG_RMSE_PER_AREA:  3.38726875256
STD_RMSE:  48.6253167113
CV_RMSE:  3.78486893952
AVG_MAE:  20.092032591
AVG_MAE_PER_AREA:  1.56391187202
STD_MAE:  12.1297896851
CV_MAE:  0.944151469377



ITERATION 5760 OF 6498
HP:  17
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40555250513
AVG_RMSE_PER_AREA:  1.26509442808
STD_RMSE:  0.271236184609
CV_RMSE:  0.244131318176
AVG_MAE:  1.16702992378
AVG_MAE_PER_AREA:  1.0504076145
STD_MAE:  0.183430546956
CV_MAE:  0.165100173809



ITERATION 5761 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.8626517925
AVG_RMSE_PER_AREA:  4.50387922053
STD_RMSE:  31.4081991774
CV_RMSE:  2.4447330229
AVG_MAE:  20.6012478353
AVG_MAE_PER_AREA:  1.60354787014
STD_MAE:  2.44149850451
CV_MAE:  0.190039931472



ITERATION 5762 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42819976416
AVG_RMSE_PER_AREA:  1.28547852694
STD_RMSE:  0.0344722796343
CV_RMSE:  0.0310274349264
AVG_MAE:  1.17288843863
AVG_MAE_PER_AREA:  1.0556806829
STD_MAE:  0.0232336485393
CV_MAE:  0.0209118899534



ITERATION 5763 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.11210679
AVG_RMSE_PER_AREA:  4.44545873796
STD_RMSE:  31.533555549
CV_RMSE:  2.45449043877
AVG_MAE:  20.1226976782
AVG_MAE_PER_AREA:  1.56629876313
STD_MAE:  3.16978352206
CV_MAE:  0.246727754369



ITERATION 5764 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4515511661
AVG_RMSE_PER_AREA:  1.30649640309
STD_RMSE:  0.0797807483398
CV_RMSE:  0.0718081891814
AVG_MAE:  1.19874176939
AVG_MAE_PER_AREA:  1.07895046797
STD_MAE:  0.0734298767463
CV_MAE:  0.0660919656771



ITERATION 5765 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.4637203639
AVG_RMSE_PER_AREA:  4.16147777089
STD_RMSE:  37.5576168835
CV_RMSE:  2.92338779876
AVG_MAE:  19.9067442186
AVG_MAE_PER_AREA:  1.54948950415
STD_MAE:  5.20927020327
CV_MAE:  0.405476124854



ITERATION 5766 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44672111871
AVG_RMSE_PER_AREA:  1.30214902651
STD_RMSE:  0.0977068513108
CV_RMSE:  0.0879429211839
AVG_MAE:  1.19328920477
AVG_MAE_PER_AREA:  1.07404278284
STD_MAE:  0.0841670132616
CV_MAE:  0.0757561308573



ITERATION 5767 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.9852837264
AVG_RMSE_PER_AREA:  4.12423749995
STD_RMSE:  37.6808628245
CV_RMSE:  2.93298094418
AVG_MAE:  19.7047469841
AVG_MAE_PER_AREA:  1.53376656165
STD_MAE:  5.20790709002
CV_MAE:  0.405370023643



ITERATION 5768 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44767148716
AVG_RMSE_PER_AREA:  1.30300442382
STD_RMSE:  0.107816594145
CV_RMSE:  0.0970423886758
AVG_MAE:  1.19146390525
AVG_MAE_PER_AREA:  1.07239988708
STD_MAE:  0.0797918904626
CV_MAE:  0.0718182178622



ITERATION 5769 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.1335179319
AVG_RMSE_PER_AREA:  3.90226342331
STD_RMSE:  41.4566087598
CV_RMSE:  3.22687524617
AVG_MAE:  19.5517481368
AVG_MAE_PER_AREA:  1.52185752693
STD_MAE:  7.16879721415
CV_MAE:  0.558000641325



ITERATION 5770 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4485173627
AVG_RMSE_PER_AREA:  1.30376577028
STD_RMSE:  0.138964228998
CV_RMSE:  0.125077413448
AVG_MAE:  1.19695615155
AVG_MAE_PER_AREA:  1.07734328846
STD_MAE:  0.0891461551027
CV_MAE:  0.0802377027493



ITERATION 5771 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.5023970904
AVG_RMSE_PER_AREA:  3.85313860868
STD_RMSE:  42.2903024521
CV_RMSE:  3.29176780779
AVG_MAE:  19.6052554329
AVG_MAE_PER_AREA:  1.52602239652
STD_MAE:  7.53745719433
CV_MAE:  0.586696181069



ITERATION 5772 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44822725589
AVG_RMSE_PER_AREA:  1.3035046541
STD_RMSE:  0.140658283292
CV_RMSE:  0.126602179432
AVG_MAE:  1.19890152505
AVG_MAE_PER_AREA:  1.07909425911
STD_MAE:  0.0966975767341
CV_MAE:  0.0870345042883



ITERATION 5773 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.2142244303
AVG_RMSE_PER_AREA:  3.67503316453
STD_RMSE:  44.4948783957
CV_RMSE:  3.46336629965
AVG_MAE:  19.7114781677
AVG_MAE_PER_AREA:  1.53429049958
STD_MAE:  8.76317423938
CV_MAE:  0.682102826953



ITERATION 5774 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44159673167
AVG_RMSE_PER_AREA:  1.2975367239
STD_RMSE:  0.175733738839
CV_RMSE:  0.158172514381
AVG_MAE:  1.19262948449
AVG_MAE_PER_AREA:  1.07344898898
STD_MAE:  0.109105026034
CV_MAE:  0.0982020664528



ITERATION 5775 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.1275143061
AVG_RMSE_PER_AREA:  3.51260904333
STD_RMSE:  47.0692005588
CV_RMSE:  3.66374488131
AVG_MAE:  19.7195299114
AVG_MAE_PER_AREA:  1.53491722649
STD_MAE:  10.6753202204
CV_MAE:  0.830939326557



ITERATION 5776 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43277308885
AVG_RMSE_PER_AREA:  1.28959483533
STD_RMSE:  0.218320831239
CV_RMSE:  0.196503841817
AVG_MAE:  1.19126945408
AVG_MAE_PER_AREA:  1.07222486759
STD_MAE:  0.152467857049
CV_MAE:  0.137231612274



ITERATION 5777 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.164116291
AVG_RMSE_PER_AREA:  3.28194580324
STD_RMSE:  48.9321017647
CV_RMSE:  3.80874829493
AVG_MAE:  19.4407359259
AVG_MAE_PER_AREA:  1.51321662344
STD_MAE:  12.2783469807
CV_MAE:  0.955714785197



ITERATION 5778 OF 6498
HP:  17
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42771452923
AVG_RMSE_PER_AREA:  1.28504178195
STD_RMSE:  0.256537072499
CV_RMSE:  0.230901101048
AVG_MAE:  1.19214543662
AVG_MAE_PER_AREA:  1.07301331244
STD_MAE:  0.169230266505
CV_MAE:  0.152318939661



ITERATION 5779 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.2092679161
AVG_RMSE_PER_AREA:  4.29734667951
STD_RMSE:  32.204513757
CV_RMSE:  2.50671609102
AVG_MAE:  19.3727633708
AVG_MAE_PER_AREA:  1.50792581548
STD_MAE:  3.69045739361
CV_MAE:  0.287255662408



ITERATION 5780 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4391748546
AVG_RMSE_PER_AREA:  1.2953568671
STD_RMSE:  0.0250277875867
CV_RMSE:  0.0225267391347
AVG_MAE:  1.18094025574
AVG_MAE_PER_AREA:  1.06292787497
STD_MAE:  0.0135542648266
CV_MAE:  0.0121997754238



ITERATION 5781 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.4764768712
AVG_RMSE_PER_AREA:  4.31814553374
STD_RMSE:  33.0871635993
CV_RMSE:  2.57541927279
AVG_MAE:  19.6005443593
AVG_MAE_PER_AREA:  1.52565569873
STD_MAE:  4.57205581448
CV_MAE:  0.355877004251



ITERATION 5782 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45024276289
AVG_RMSE_PER_AREA:  1.30531874974
STD_RMSE:  0.0973713180297
CV_RMSE:  0.0876409180338
AVG_MAE:  1.18803803459
AVG_MAE_PER_AREA:  1.06931636664
STD_MAE:  0.0910227971245
CV_MAE:  0.0819268103114



ITERATION 5783 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.6298112771
AVG_RMSE_PER_AREA:  4.09656844351
STD_RMSE:  37.8455696294
CV_RMSE:  2.94580129605
AVG_MAE:  19.7011958689
AVG_MAE_PER_AREA:  1.53349015202
STD_MAE:  5.85182073894
CV_MAE:  0.455490597335



ITERATION 5784 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44641855325
AVG_RMSE_PER_AREA:  1.30187669668
STD_RMSE:  0.0881758367337
CV_RMSE:  0.0793643491339
AVG_MAE:  1.18071594674
AVG_MAE_PER_AREA:  1.06272598136
STD_MAE:  0.0732573862561
CV_MAE:  0.0659367123107



ITERATION 5785 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.8740565106
AVG_RMSE_PER_AREA:  4.03774244638
STD_RMSE:  38.6870783934
CV_RMSE:  3.01130216265
AVG_MAE:  19.9000078684
AVG_MAE_PER_AREA:  1.54896516407
STD_MAE:  6.64616819192
CV_MAE:  0.517320549412



ITERATION 5786 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44144186981
AVG_RMSE_PER_AREA:  1.29739733752
STD_RMSE:  0.115993246471
CV_RMSE:  0.104401941066
AVG_MAE:  1.17630485811
AVG_MAE_PER_AREA:  1.05875569663
STD_MAE:  0.0965846915772
CV_MAE:  0.0869328998428



ITERATION 5787 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.5116578907
AVG_RMSE_PER_AREA:  3.93169686008
STD_RMSE:  41.5843054792
CV_RMSE:  3.23681482867
AVG_MAE:  19.9194803922
AVG_MAE_PER_AREA:  1.55048085497
STD_MAE:  7.53202584861
CV_MAE:  0.58627341916



ITERATION 5788 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43915564158
AVG_RMSE_PER_AREA:  1.29533957406
STD_RMSE:  0.145827197134
CV_RMSE:  0.131254559245
AVG_MAE:  1.17704258199
AVG_MAE_PER_AREA:  1.05941969913
STD_MAE:  0.102299647075
CV_MAE:  0.092076754897



ITERATION 5789 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.3130353504
AVG_RMSE_PER_AREA:  3.76056176574
STD_RMSE:  43.2851327392
CV_RMSE:  3.36920282536
AVG_MAE:  19.6259164865
AVG_MAE_PER_AREA:  1.52763059952
STD_MAE:  9.21663734271
CV_MAE:  0.717399222556



ITERATION 5790 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44507811172
AVG_RMSE_PER_AREA:  1.30067020663
STD_RMSE:  0.145135659546
CV_RMSE:  0.130632127606
AVG_MAE:  1.18174529538
AVG_MAE_PER_AREA:  1.0636524663
STD_MAE:  0.109301965385
CV_MAE:  0.0983793254834



ITERATION 5791 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.68597272
AVG_RMSE_PER_AREA:  3.55607800246
STD_RMSE:  45.5836722631
CV_RMSE:  3.54811519937
AVG_MAE:  19.5665070028
AVG_MAE_PER_AREA:  1.5230063189
STD_MAE:  10.664643668
CV_MAE:  0.83010829132



ITERATION 5792 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4289408221
AVG_RMSE_PER_AREA:  1.28614553032
STD_RMSE:  0.200054981573
CV_RMSE:  0.180063314301
AVG_MAE:  1.17310779307
AVG_MAE_PER_AREA:  1.05587811706
STD_MAE:  0.138941486669
CV_MAE:  0.12505694378



ITERATION 5793 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.6326820688
AVG_RMSE_PER_AREA:  3.39625516664
STD_RMSE:  48.0051718156
CV_RMSE:  3.73659846413
AVG_MAE:  19.7437253264
AVG_MAE_PER_AREA:  1.53680053504
STD_MAE:  12.2479511504
CV_MAE:  0.953348852354



ITERATION 5794 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42249524966
AVG_RMSE_PER_AREA:  1.2803440695
STD_RMSE:  0.237300936287
CV_RMSE:  0.213587248558
AVG_MAE:  1.17067135312
AVG_MAE_PER_AREA:  1.05368515267
STD_MAE:  0.179491899289
CV_MAE:  0.161555118608



ITERATION 5795 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.1628047979
AVG_RMSE_PER_AREA:  3.28184372001
STD_RMSE:  48.8520699639
CV_RMSE:  3.80251882647
AVG_MAE:  19.5790980358
AVG_MAE_PER_AREA:  1.52398637236
STD_MAE:  12.4177769166
CV_MAE:  0.966567650936



ITERATION 5796 OF 6498
HP:  17
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4173922715
AVG_RMSE_PER_AREA:  1.27575103636
STD_RMSE:  0.269870327002
CV_RMSE:  0.2429019519
AVG_MAE:  1.1711718863
AVG_MAE_PER_AREA:  1.05413566713
STD_MAE:  0.180971835044
CV_MAE:  0.162887163104



ITERATION 5797 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.2132163761
AVG_RMSE_PER_AREA:  4.29765401743
STD_RMSE:  32.197642657
CV_RMSE:  2.50618126236
AVG_MAE:  19.378053001
AVG_MAE_PER_AREA:  1.50833754662
STD_MAE:  3.66133484415
CV_MAE:  0.28498883845



ITERATION 5798 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4385667244
AVG_RMSE_PER_AREA:  1.29480950787
STD_RMSE:  0.0227190736914
CV_RMSE:  0.020448737015
AVG_MAE:  1.17991775879
AVG_MAE_PER_AREA:  1.06200755702
STD_MAE:  0.0131199205151
CV_MAE:  0.0118088355148



ITERATION 5799 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.7352766653
AVG_RMSE_PER_AREA:  4.33828984063
STD_RMSE:  33.4907247038
CV_RMSE:  2.60683142582
AVG_MAE:  19.6195475113
AVG_MAE_PER_AREA:  1.52713485495
STD_MAE:  4.63769233491
CV_MAE:  0.360985981308



ITERATION 5800 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45513380092
AVG_RMSE_PER_AREA:  1.30972102212
STD_RMSE:  0.101616487073
CV_RMSE:  0.0914618636638
AVG_MAE:  1.18982618709
AVG_MAE_PER_AREA:  1.07092582752
STD_MAE:  0.0940360388848
CV_MAE:  0.0846389362174



ITERATION 5801 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.9875498162
AVG_RMSE_PER_AREA:  4.12441388652
STD_RMSE:  38.1474938788
CV_RMSE:  2.96930229904
AVG_MAE:  19.7523078443
AVG_MAE_PER_AREA:  1.53746857604
STD_MAE:  5.861230754
CV_MAE:  0.45622304858



ITERATION 5802 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45012048092
AVG_RMSE_PER_AREA:  1.30520868751
STD_RMSE:  0.0906803997467
CV_RMSE:  0.0816186289996
AVG_MAE:  1.18029291987
AVG_MAE_PER_AREA:  1.06234522793
STD_MAE:  0.0740595549738
CV_MAE:  0.0666587196149



ITERATION 5803 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.9704815543
AVG_RMSE_PER_AREA:  4.04524792249
STD_RMSE:  38.6499238574
CV_RMSE:  3.00841014962
AVG_MAE:  19.8759377286
AVG_MAE_PER_AREA:  1.54709160661
STD_MAE:  6.71682329188
CV_MAE:  0.522820159725



ITERATION 5804 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4423249185
AVG_RMSE_PER_AREA:  1.29819214239
STD_RMSE:  0.119144078506
CV_RMSE:  0.107237907731
AVG_MAE:  1.1753257369
AVG_MAE_PER_AREA:  1.05787441985
STD_MAE:  0.100320540999
CV_MAE:  0.0902954226018



ITERATION 5805 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.6002588967
AVG_RMSE_PER_AREA:  3.93859333332
STD_RMSE:  41.5385069415
CV_RMSE:  3.2332499889
AVG_MAE:  19.9700581803
AVG_MAE_PER_AREA:  1.55441769924
STD_MAE:  7.48366873175
CV_MAE:  0.582509426203



ITERATION 5806 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44002290883
AVG_RMSE_PER_AREA:  1.29612017454
STD_RMSE:  0.145579013197
CV_RMSE:  0.131031176543
AVG_MAE:  1.17563912904
AVG_MAE_PER_AREA:  1.05815649444
STD_MAE:  0.100968800822
CV_MAE:  0.0908789012601



ITERATION 5807 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.5881395697
AVG_RMSE_PER_AREA:  3.78197516693
STD_RMSE:  43.1100016707
CV_RMSE:  3.35557107576
AVG_MAE:  19.7594276937
AVG_MAE_PER_AREA:  1.53802276671
STD_MAE:  9.17981241171
CV_MAE:  0.714532865133



ITERATION 5808 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44495639089
AVG_RMSE_PER_AREA:  1.30056064947
STD_RMSE:  0.144232499576
CV_RMSE:  0.129819221193
AVG_MAE:  1.17960516178
AVG_MAE_PER_AREA:  1.0617261981
STD_MAE:  0.108353380693
CV_MAE:  0.0975255336803



ITERATION 5809 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.7915741651
AVG_RMSE_PER_AREA:  3.56429774593
STD_RMSE:  45.5276753245
CV_RMSE:  3.54375654245
AVG_MAE:  19.5722190806
AVG_MAE_PER_AREA:  1.52345093227
STD_MAE:  10.6953446384
CV_MAE:  0.832497975481



ITERATION 5810 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43093909882
AVG_RMSE_PER_AREA:  1.28794411751
STD_RMSE:  0.197272356377
CV_RMSE:  0.177558759246
AVG_MAE:  1.17406111866
AVG_MAE_PER_AREA:  1.056736176
STD_MAE:  0.139639694279
CV_MAE:  0.1256853789



ITERATION 5811 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.6914367633
AVG_RMSE_PER_AREA:  3.40082848015
STD_RMSE:  47.9968178271
CV_RMSE:  3.73594821126
AVG_MAE:  19.7185330565
AVG_MAE_PER_AREA:  1.53483963388
STD_MAE:  12.2860932174
CV_MAE:  0.956317732235



ITERATION 5812 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42209278782
AVG_RMSE_PER_AREA:  1.27998182602
STD_RMSE:  0.2391788761
CV_RMSE:  0.215277524222
AVG_MAE:  1.16908489375
AVG_MAE_PER_AREA:  1.05225722955
STD_MAE:  0.181602415353
CV_MAE:  0.163454728977



ITERATION 5813 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.1789327155
AVG_RMSE_PER_AREA:  3.28309907542
STD_RMSE:  48.8477575555
CV_RMSE:  3.80218315975
AVG_MAE:  19.5591428182
AVG_MAE_PER_AREA:  1.52243310981
STD_MAE:  12.4163959303
CV_MAE:  0.966460158532



ITERATION 5814 OF 6498
HP:  17
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41711253111
AVG_RMSE_PER_AREA:  1.27549925067
STD_RMSE:  0.273021717831
CV_RMSE:  0.24573842152
AVG_MAE:  1.17080702747
AVG_MAE_PER_AREA:  1.05380726896
STD_MAE:  0.184938425334
CV_MAE:  0.166457368597



ITERATION 5815 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.157790089
AVG_RMSE_PER_AREA:  4.44901460784
STD_RMSE:  32.201743414
CV_RMSE:  2.50650045468
AVG_MAE:  21.3925341854
AVG_MAE_PER_AREA:  1.66513955388
STD_MAE:  3.72947083914
CV_MAE:  0.290292368145



ITERATION 5816 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46712536383
AVG_RMSE_PER_AREA:  1.32051425777
STD_RMSE:  0.0325645934363
CV_RMSE:  0.0293103854595
AVG_MAE:  1.21410116283
AVG_MAE_PER_AREA:  1.09277498394
STD_MAE:  0.00834279305447
CV_MAE:  0.00750909053153



ITERATION 5817 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.2203763209
AVG_RMSE_PER_AREA:  4.53172357298
STD_RMSE:  31.6578656731
CV_RMSE:  2.46416641744
AVG_MAE:  21.338515227
AVG_MAE_PER_AREA:  1.66093485781
STD_MAE:  4.47681557957
CV_MAE:  0.348463750595



ITERATION 5818 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46267416667
AVG_RMSE_PER_AREA:  1.3165078726
STD_RMSE:  0.0801183698309
CV_RMSE:  0.072112071865
AVG_MAE:  1.21250891068
AVG_MAE_PER_AREA:  1.09134184693
STD_MAE:  0.0735741973374
CV_MAE:  0.0662218641867



ITERATION 5819 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.7241161722
AVG_RMSE_PER_AREA:  4.3374211367
STD_RMSE:  36.8966899483
CV_RMSE:  2.87194295485
AVG_MAE:  22.028925207
AVG_MAE_PER_AREA:  1.71467458571
STD_MAE:  5.49858296574
CV_MAE:  0.427995482312



ITERATION 5820 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.46342788848
AVG_RMSE_PER_AREA:  1.31718627434
STD_RMSE:  0.0840921035128
CV_RMSE:  0.0756887069044
AVG_MAE:  1.21490586403
AVG_MAE_PER_AREA:  1.09349927065
STD_MAE:  0.0690911539836
CV_MAE:  0.0621868152312



ITERATION 5821 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.2708869611
AVG_RMSE_PER_AREA:  4.14646811736
STD_RMSE:  37.9310721624
CV_RMSE:  2.95245659216
AVG_MAE:  21.2299809176
AVG_MAE_PER_AREA:  1.65248682777
STD_MAE:  5.94166960236
CV_MAE:  0.462484200573



ITERATION 5822 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45040627899
AVG_RMSE_PER_AREA:  1.30546592554
STD_RMSE:  0.105668887024
CV_RMSE:  0.0951093037847
AVG_MAE:  1.2049146193
AVG_MAE_PER_AREA:  1.08450645965
STD_MAE:  0.0990637454384
CV_MAE:  0.0891642197082



ITERATION 5823 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.3230843584
AVG_RMSE_PER_AREA:  4.07269361316
STD_RMSE:  40.7019622701
CV_RMSE:  3.16813551444
AVG_MAE:  21.5472909754
AVG_MAE_PER_AREA:  1.67718542231
STD_MAE:  6.93963859067
CV_MAE:  0.540163526528



ITERATION 5824 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44835081298
AVG_RMSE_PER_AREA:  1.30361586402
STD_RMSE:  0.140143363163
CV_RMSE:  0.126138715717
AVG_MAE:  1.20370519835
AVG_MAE_PER_AREA:  1.08341789718
STD_MAE:  0.106737338038
CV_MAE:  0.0960709835652



ITERATION 5825 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.3085947687
AVG_RMSE_PER_AREA:  3.91589095165
STD_RMSE:  42.3431389953
CV_RMSE:  3.29588046771
AVG_MAE:  21.345860735
AVG_MAE_PER_AREA:  1.66150661317
STD_MAE:  8.43317011958
CV_MAE:  0.656416159442



ITERATION 5826 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45603867307
AVG_RMSE_PER_AREA:  1.31053546961
STD_RMSE:  0.158312060672
CV_RMSE:  0.142491799576
AVG_MAE:  1.21793596565
AVG_MAE_PER_AREA:  1.0962265716
STD_MAE:  0.117422345015
CV_MAE:  0.105688228556



ITERATION 5827 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.0063804446
AVG_RMSE_PER_AREA:  3.73669254069
STD_RMSE:  44.179442848
CV_RMSE:  3.43881361212
AVG_MAE:  20.9903351696
AVG_MAE_PER_AREA:  1.63383342232
STD_MAE:  9.14915668653
CV_MAE:  0.71214670274



ITERATION 5828 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44748128119
AVG_RMSE_PER_AREA:  1.30283322529
STD_RMSE:  0.172501194646
CV_RMSE:  0.155263001124
AVG_MAE:  1.21154076358
AVG_MAE_PER_AREA:  1.0904704476
STD_MAE:  0.128760742481
CV_MAE:  0.115893570161



ITERATION 5829 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.8172979006
AVG_RMSE_PER_AREA:  3.56630001499
STD_RMSE:  46.9511373957
CV_RMSE:  3.65455514993
AVG_MAE:  20.9754791299
AVG_MAE_PER_AREA:  1.63267706659
STD_MAE:  11.1061008591
CV_MAE:  0.864470177754



ITERATION 5830 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43157208146
AVG_RMSE_PER_AREA:  1.28851384565
STD_RMSE:  0.233018198747
CV_RMSE:  0.209732488684
AVG_MAE:  1.19782146758
AVG_MAE_PER_AREA:  1.07812213271
STD_MAE:  0.174689387388
CV_MAE:  0.157232525874



ITERATION 5831 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.4300334235
AVG_RMSE_PER_AREA:  3.38048152001
STD_RMSE:  48.2791459754
CV_RMSE:  3.75792390441
AVG_MAE:  20.5670813523
AVG_MAE_PER_AREA:  1.60088843943
STD_MAE:  11.6971063234
CV_MAE:  0.910472515144



ITERATION 5832 OF 6498
HP:  18
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.44074617668
AVG_RMSE_PER_AREA:  1.29677116561
STD_RMSE:  0.254386416326
CV_RMSE:  0.228965361805
AVG_MAE:  1.21261191989
AVG_MAE_PER_AREA:  1.09143456234
STD_MAE:  0.17854035515
CV_MAE:  0.160698663097



ITERATION 5833 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.8578037046
AVG_RMSE_PER_AREA:  4.34782702859
STD_RMSE:  32.2954743855
CV_RMSE:  2.51379623118
AVG_MAE:  19.6871333388
AVG_MAE_PER_AREA:  1.53239556103
STD_MAE:  2.57602055016
CV_MAE:  0.200510779719



ITERATION 5834 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42373281148
AVG_RMSE_PER_AREA:  1.2814579607
STD_RMSE:  0.023979911575
CV_RMSE:  0.0215835782787
AVG_MAE:  1.17514696394
AVG_MAE_PER_AREA:  1.05771351182
STD_MAE:  0.0218005919948
CV_MAE:  0.0196220399884



ITERATION 5835 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.1649909545
AVG_RMSE_PER_AREA:  4.44957510459
STD_RMSE:  32.5540868934
CV_RMSE:  2.53392596019
AVG_MAE:  20.3751007489
AVG_MAE_PER_AREA:  1.5859451656
STD_MAE:  4.44314891404
CV_MAE:  0.34584322439



ITERATION 5836 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44111848205
AVG_RMSE_PER_AREA:  1.29710626618
STD_RMSE:  0.0717864482811
CV_RMSE:  0.0646127664393
AVG_MAE:  1.19229655426
AVG_MAE_PER_AREA:  1.07314932876
STD_MAE:  0.0646961779459
CV_MAE:  0.0582310329488



ITERATION 5837 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.7195054137
AVG_RMSE_PER_AREA:  4.25922483252
STD_RMSE:  37.0338585726
CV_RMSE:  2.88261980594
AVG_MAE:  20.6649121724
AVG_MAE_PER_AREA:  1.60850333755
STD_MAE:  5.47626006758
CV_MAE:  0.426257925632



ITERATION 5838 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44430837474
AVG_RMSE_PER_AREA:  1.29997739013
STD_RMSE:  0.0786847462425
CV_RMSE:  0.0708217115213
AVG_MAE:  1.19513912967
AVG_MAE_PER_AREA:  1.07570784315
STD_MAE:  0.0734344730882
CV_MAE:  0.0660961027026



ITERATION 5839 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.9395753609
AVG_RMSE_PER_AREA:  4.12067967895
STD_RMSE:  38.3610003925
CV_RMSE:  2.98592109407
AVG_MAE:  20.9253163347
AVG_MAE_PER_AREA:  1.6287725243
STD_MAE:  6.24956271332
CV_MAE:  0.486449804321



ITERATION 5840 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43947414164
AVG_RMSE_PER_AREA:  1.29562624613
STD_RMSE:  0.0979716942455
CV_RMSE:  0.0881812981352
AVG_MAE:  1.19471424717
AVG_MAE_PER_AREA:  1.07532541953
STD_MAE:  0.0894907041423
CV_MAE:  0.0805478207055



ITERATION 5841 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.8246003095
AVG_RMSE_PER_AREA:  4.03389290355
STD_RMSE:  41.1338423534
CV_RMSE:  3.20175194356
AVG_MAE:  20.9472824074
AVG_MAE_PER_AREA:  1.63048230661
STD_MAE:  7.63101847149
CV_MAE:  0.593978748995



ITERATION 5842 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44016138272
AVG_RMSE_PER_AREA:  1.29624481061
STD_RMSE:  0.142283354089
CV_RMSE:  0.128064855499
AVG_MAE:  1.19328029843
AVG_MAE_PER_AREA:  1.07403476652
STD_MAE:  0.105896410068
CV_MAE:  0.0953140902543



ITERATION 5843 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.0074531213
AVG_RMSE_PER_AREA:  3.89245086438
STD_RMSE:  42.2133495465
CV_RMSE:  3.28577799257
AVG_MAE:  20.6086084247
AVG_MAE_PER_AREA:  1.60412079939
STD_MAE:  8.3980732785
CV_MAE:  0.65368431207



ITERATION 5844 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4271463027
AVG_RMSE_PER_AREA:  1.28453033879
STD_RMSE:  0.146421444118
CV_RMSE:  0.131789422615
AVG_MAE:  1.18642437594
AVG_MAE_PER_AREA:  1.06786396229
STD_MAE:  0.113726524913
CV_MAE:  0.102361734953



ITERATION 5845 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.1059709357
AVG_RMSE_PER_AREA:  3.74444440703
STD_RMSE:  44.0766814265
CV_RMSE:  3.43081492875
AVG_MAE:  20.8081873638
AVG_MAE_PER_AREA:  1.61965550803
STD_MAE:  9.49715318634
CV_MAE:  0.739233850594



ITERATION 5846 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42468656246
AVG_RMSE_PER_AREA:  1.28231640252
STD_RMSE:  0.184344050947
CV_RMSE:  0.165922390555
AVG_MAE:  1.19325193762
AVG_MAE_PER_AREA:  1.07400923983
STD_MAE:  0.133838675442
CV_MAE:  0.120464060891



ITERATION 5847 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.0930549051
AVG_RMSE_PER_AREA:  3.5877642273
STD_RMSE:  46.4876676541
CV_RMSE:  3.61847986347
AVG_MAE:  20.8353292181
AVG_MAE_PER_AREA:  1.62176815979
STD_MAE:  10.9590417668
CV_MAE:  0.853023478207



ITERATION 5848 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42289749571
AVG_RMSE_PER_AREA:  1.28070611876
STD_RMSE:  0.223640705874
CV_RMSE:  0.201292096781
AVG_MAE:  1.1928627694
AVG_MAE_PER_AREA:  1.07365896153
STD_MAE:  0.164626242778
CV_MAE:  0.148175000005



ITERATION 5849 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.7499471603
AVG_RMSE_PER_AREA:  3.40538277819
STD_RMSE:  48.0191090479
CV_RMSE:  3.73768330226
AVG_MAE:  20.6491541597
AVG_MAE_PER_AREA:  1.60727677458
STD_MAE:  12.2675121312
CV_MAE:  0.954871428527



ITERATION 5850 OF 6498
HP:  18
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42010570619
AVG_RMSE_PER_AREA:  1.27819331517
STD_RMSE:  0.252295583344
CV_RMSE:  0.227083467571
AVG_MAE:  1.19464211564
AVG_MAE_PER_AREA:  1.07526049616
STD_MAE:  0.173156145356
CV_MAE:  0.155852502043



ITERATION 5851 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.9284845841
AVG_RMSE_PER_AREA:  4.27549123087
STD_RMSE:  32.7096210671
CV_RMSE:  2.54603233817
AVG_MAE:  18.9223715665
AVG_MAE_PER_AREA:  1.47286848185
STD_MAE:  3.34178240002
CV_MAE:  0.260115702352



ITERATION 5852 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43444076057
AVG_RMSE_PER_AREA:  1.29109585518
STD_RMSE:  0.034666613886
CV_RMSE:  0.0312023491883
AVG_MAE:  1.18511953727
AVG_MAE_PER_AREA:  1.06668951728
STD_MAE:  0.0254723672995
CV_MAE:  0.0229268916124



ITERATION 5853 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.2569977274
AVG_RMSE_PER_AREA:  4.45673667393
STD_RMSE:  31.1171326149
CV_RMSE:  2.42207715418
AVG_MAE:  19.5147903286
AVG_MAE_PER_AREA:  1.51898082669
STD_MAE:  3.09201387614
CV_MAE:  0.240674366192



ITERATION 5854 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44090628991
AVG_RMSE_PER_AREA:  1.29691527858
STD_RMSE:  0.0547132442753
CV_RMSE:  0.0492457024709
AVG_MAE:  1.19139421328
AVG_MAE_PER_AREA:  1.07233715949
STD_MAE:  0.0482956218098
CV_MAE:  0.043469398567



ITERATION 5855 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.6100534045
AVG_RMSE_PER_AREA:  4.17286795644
STD_RMSE:  37.1293783692
CV_RMSE:  2.89005481996
AVG_MAE:  19.3272214289
AVG_MAE_PER_AREA:  1.50438094846
STD_MAE:  5.09908292183
CV_MAE:  0.39689943174



ITERATION 5856 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43786947583
AVG_RMSE_PER_AREA:  1.29418193596
STD_RMSE:  0.094579380826
CV_RMSE:  0.0851279815287
AVG_MAE:  1.18708555448
AVG_MAE_PER_AREA:  1.06845906869
STD_MAE:  0.0585367339812
CV_MAE:  0.0526871075448



ITERATION 5857 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.8330634931
AVG_RMSE_PER_AREA:  4.03455165588
STD_RMSE:  37.9334270717
CV_RMSE:  2.95263989221
AVG_MAE:  18.9578561799
AVG_MAE_PER_AREA:  1.47563051242
STD_MAE:  5.18840637159
CV_MAE:  0.403852138137



ITERATION 5858 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43260726809
AVG_RMSE_PER_AREA:  1.28944558518
STD_RMSE:  0.112787478275
CV_RMSE:  0.101516528057
AVG_MAE:  1.18543229757
AVG_MAE_PER_AREA:  1.06697102317
STD_MAE:  0.073953696902
CV_MAE:  0.0665634400317



ITERATION 5859 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.6181832294
AVG_RMSE_PER_AREA:  3.93998851704
STD_RMSE:  40.81201915
CV_RMSE:  3.17670205743
AVG_MAE:  19.045074116
AVG_MAE_PER_AREA:  1.48241933107
STD_MAE:  6.38238243952
CV_MAE:  0.496788148423



ITERATION 5860 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43684535823
AVG_RMSE_PER_AREA:  1.29326015931
STD_RMSE:  0.141056248881
CV_RMSE:  0.126960375976
AVG_MAE:  1.18793961607
AVG_MAE_PER_AREA:  1.06922778317
STD_MAE:  0.0847859634116
CV_MAE:  0.0763132287837



ITERATION 5861 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.5330789016
AVG_RMSE_PER_AREA:  3.77768938688
STD_RMSE:  42.4294376183
CV_RMSE:  3.30259772942
AVG_MAE:  19.0491650548
AVG_MAE_PER_AREA:  1.48273775918
STD_MAE:  7.97680334808
CV_MAE:  0.620893749815



ITERATION 5862 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43400388251
AVG_RMSE_PER_AREA:  1.29070263472
STD_RMSE:  0.14360633928
CV_RMSE:  0.129255633636
AVG_MAE:  1.18925271765
AVG_MAE_PER_AREA:  1.07040966537
STD_MAE:  0.091229140554
CV_MAE:  0.0821125336636



ITERATION 5863 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.7903501653
AVG_RMSE_PER_AREA:  3.56420247295
STD_RMSE:  44.8568034371
CV_RMSE:  3.49153760917
AVG_MAE:  18.9198909119
AVG_MAE_PER_AREA:  1.47267539411
STD_MAE:  9.17628979579
CV_MAE:  0.714258673816



ITERATION 5864 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43025162991
AVG_RMSE_PER_AREA:  1.28732534797
STD_RMSE:  0.188194567161
CV_RMSE:  0.169388121355
AVG_MAE:  1.18685964698
AVG_MAE_PER_AREA:  1.06825573632
STD_MAE:  0.114833314236
CV_MAE:  0.103357921862



ITERATION 5865 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  42.7922644837
AVG_RMSE_PER_AREA:  3.33083923459
STD_RMSE:  47.6807441402
CV_RMSE:  3.71134585263
AVG_MAE:  18.6216362279
AVG_MAE_PER_AREA:  1.4494600206
STD_MAE:  10.9708715001
CV_MAE:  0.853944274063



ITERATION 5866 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41553399849
AVG_RMSE_PER_AREA:  1.27407846218
STD_RMSE:  0.251382232711
CV_RMSE:  0.226261388856
AVG_MAE:  1.18523456668
AVG_MAE_PER_AREA:  1.0667930517
STD_MAE:  0.173809079636
CV_MAE:  0.156440188037



ITERATION 5867 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.1176202525
AVG_RMSE_PER_AREA:  3.20048925716
STD_RMSE:  48.8613085122
CV_RMSE:  3.80323793119
AVG_MAE:  18.7939174352
AVG_MAE_PER_AREA:  1.46286994437
STD_MAE:  12.2484775122
CV_MAE:  0.953389822989



ITERATION 5868 OF 6498
HP:  18
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41648925066
AVG_RMSE_PER_AREA:  1.27493825517
STD_RMSE:  0.274850123612
CV_RMSE:  0.24738411313
AVG_MAE:  1.18908214066
AVG_MAE_PER_AREA:  1.07025613429
STD_MAE:  0.183651300489
CV_MAE:  0.16529886725



ITERATION 5869 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.6744236566
AVG_RMSE_PER_AREA:  4.25571578511
STD_RMSE:  33.3314742228
CV_RMSE:  2.5944357801
AVG_MAE:  18.4628829791
AVG_MAE_PER_AREA:  1.43710307814
STD_MAE:  3.40635594724
CV_MAE:  0.265141940323



ITERATION 5870 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43246772828
AVG_RMSE_PER_AREA:  1.28931998971
STD_RMSE:  0.0512485740751
CV_RMSE:  0.0461272597593
AVG_MAE:  1.17537781023
AVG_MAE_PER_AREA:  1.05792128945
STD_MAE:  0.0397673645936
CV_MAE:  0.0357933774677



ITERATION 5871 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.950404031
AVG_RMSE_PER_AREA:  4.3550347986
STD_RMSE:  33.2034704571
CV_RMSE:  2.58447229791
AVG_MAE:  18.4586916438
AVG_MAE_PER_AREA:  1.43677683545
STD_MAE:  4.62935303742
CV_MAE:  0.360336871952



ITERATION 5872 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44028605913
AVG_RMSE_PER_AREA:  1.296357028
STD_RMSE:  0.0792410604306
CV_RMSE:  0.0713224327516
AVG_MAE:  1.17204566734
AVG_MAE_PER_AREA:  1.05492213047
STD_MAE:  0.0631570933192
CV_MAE:  0.0568457503794



ITERATION 5873 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.4438216534
AVG_RMSE_PER_AREA:  4.08209149205
STD_RMSE:  38.3794017218
CV_RMSE:  2.98735340598
AVG_MAE:  18.4089007892
AVG_MAE_PER_AREA:  1.43290124405
STD_MAE:  5.63423764234
CV_MAE:  0.438554491624



ITERATION 5874 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44085307074
AVG_RMSE_PER_AREA:  1.29686737765
STD_RMSE:  0.0822785356183
CV_RMSE:  0.0740563704176
AVG_MAE:  1.17691397454
AVG_MAE_PER_AREA:  1.05930394353
STD_MAE:  0.0648409171987
CV_MAE:  0.0583613082829



ITERATION 5875 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.6730410662
AVG_RMSE_PER_AREA:  3.94425850923
STD_RMSE:  39.1887780492
CV_RMSE:  3.05035316679
AVG_MAE:  18.2453307865
AVG_MAE_PER_AREA:  1.42016937792
STD_MAE:  6.02809942049
CV_MAE:  0.469211674166



ITERATION 5876 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43915970334
AVG_RMSE_PER_AREA:  1.29534322992
STD_RMSE:  0.113012144438
CV_RMSE:  0.101718743136
AVG_MAE:  1.1798769928
AVG_MAE_PER_AREA:  1.06197086481
STD_MAE:  0.0885505794327
CV_MAE:  0.079701643471



ITERATION 5877 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  49.3719305103
AVG_RMSE_PER_AREA:  3.84298342738
STD_RMSE:  42.2682592577
CV_RMSE:  3.29005202253
AVG_MAE:  18.4457025515
AVG_MAE_PER_AREA:  1.43576579808
STD_MAE:  7.51503321365
CV_MAE:  0.584950756387



ITERATION 5878 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44366678335
AVG_RMSE_PER_AREA:  1.29939991352
STD_RMSE:  0.155258075085
CV_RMSE:  0.139743001409
AVG_MAE:  1.18251750398
AVG_MAE_PER_AREA:  1.06434750743
STD_MAE:  0.110136122518
CV_MAE:  0.0991301245729



ITERATION 5879 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.6260433067
AVG_RMSE_PER_AREA:  3.70708808118
STD_RMSE:  43.3759783876
CV_RMSE:  3.37627401576
AVG_MAE:  18.5122222222
AVG_MAE_PER_AREA:  1.44094351727
STD_MAE:  8.23446654783
CV_MAE:  0.640949587134



ITERATION 5880 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43528668677
AVG_RMSE_PER_AREA:  1.29185724724
STD_RMSE:  0.14808916633
CV_RMSE:  0.133290487904
AVG_MAE:  1.18281069801
AVG_MAE_PER_AREA:  1.06461140233
STD_MAE:  0.104279697444
CV_MAE:  0.0938589371205



ITERATION 5881 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  44.9451361233
AVG_RMSE_PER_AREA:  3.49841319709
STD_RMSE:  45.1986820868
CV_RMSE:  3.51814855939
AVG_MAE:  18.2694948024
AVG_MAE_PER_AREA:  1.42205024244
STD_MAE:  9.45406062017
CV_MAE:  0.735879636652



ITERATION 5882 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42778927979
AVG_RMSE_PER_AREA:  1.28510906263
STD_RMSE:  0.185421459612
CV_RMSE:  0.166892132842
AVG_MAE:  1.18368109173
AVG_MAE_PER_AREA:  1.06539481685
STD_MAE:  0.126445401089
CV_MAE:  0.113809602836



ITERATION 5883 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  42.896686625
AVG_RMSE_PER_AREA:  3.3389671841
STD_RMSE:  47.8408666148
CV_RMSE:  3.72380937208
AVG_MAE:  18.2502819549
AVG_MAE_PER_AREA:  1.42055476407
STD_MAE:  11.3835672647
CV_MAE:  0.886067445421



ITERATION 5884 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42577714394
AVG_RMSE_PER_AREA:  1.28329800125
STD_RMSE:  0.22745265047
CV_RMSE:  0.204723110458
AVG_MAE:  1.18286032734
AVG_MAE_PER_AREA:  1.06465607215
STD_MAE:  0.159509419131
CV_MAE:  0.143569504969



ITERATION 5885 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  40.6685778326
AVG_RMSE_PER_AREA:  3.16553695613
STD_RMSE:  49.2934489147
CV_RMSE:  3.83687462288
AVG_MAE:  18.400007781
AVG_MAE_PER_AREA:  1.43220903528
STD_MAE:  12.209503134
CV_MAE:  0.950356158158



ITERATION 5886 OF 6498
HP:  18
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41449042018
AVG_RMSE_PER_AREA:  1.27313916955
STD_RMSE:  0.256737935878
CV_RMSE:  0.231081891975
AVG_MAE:  1.17788565406
AVG_MAE_PER_AREA:  1.06017852228
STD_MAE:  0.167110377598
CV_MAE:  0.150410893084



ITERATION 5887 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.4354816244
AVG_RMSE_PER_AREA:  4.54846681368
STD_RMSE:  31.1176550236
CV_RMSE:  2.42211781712
AVG_MAE:  20.2502615283
AVG_MAE_PER_AREA:  1.57622800342
STD_MAE:  2.01569917503
CV_MAE:  0.156896812504



ITERATION 5888 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42488957822
AVG_RMSE_PER_AREA:  1.28249913074
STD_RMSE:  0.0388738511117
CV_RMSE:  0.0349891535605
AVG_MAE:  1.16488891742
AVG_MAE_PER_AREA:  1.04848056076
STD_MAE:  0.0176394634532
CV_MAE:  0.0158767366196



ITERATION 5889 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.9788523497
AVG_RMSE_PER_AREA:  4.43508655683
STD_RMSE:  31.9469088913
CV_RMSE:  2.48666479427
AVG_MAE:  19.3518522218
AVG_MAE_PER_AREA:  1.5062981457
STD_MAE:  3.80214882348
CV_MAE:  0.295949434548



ITERATION 5890 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.41506353767
AVG_RMSE_PER_AREA:  1.27365501491
STD_RMSE:  0.083810713504
CV_RMSE:  0.0754354364426
AVG_MAE:  1.16690015045
AVG_MAE_PER_AREA:  1.05029080954
STD_MAE:  0.0859821992268
CV_MAE:  0.0773899237197



ITERATION 5891 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.9179005965
AVG_RMSE_PER_AREA:  4.19682998598
STD_RMSE:  37.1273464272
CV_RMSE:  2.88989665884
AVG_MAE:  19.5919329848
AVG_MAE_PER_AREA:  1.52498541161
STD_MAE:  4.80507608725
CV_MAE:  0.374014699846



ITERATION 5892 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.4328792406
AVG_RMSE_PER_AREA:  1.28969037925
STD_RMSE:  0.0926878873083
CV_RMSE:  0.0834255065935
AVG_MAE:  1.17934106325
AVG_MAE_PER_AREA:  1.06148849117
STD_MAE:  0.0747766343185
CV_MAE:  0.0673041406007



ITERATION 5893 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.2190223308
AVG_RMSE_PER_AREA:  4.14243110862
STD_RMSE:  38.2598054197
CV_RMSE:  2.97804433902
AVG_MAE:  19.5286962724
AVG_MAE_PER_AREA:  1.5200632294
STD_MAE:  5.39740714384
CV_MAE:  0.420120217909



ITERATION 5894 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.41819115146
AVG_RMSE_PER_AREA:  1.27647008356
STD_RMSE:  0.106453793524
CV_RMSE:  0.0958157738997
AVG_MAE:  1.16097111056
AVG_MAE_PER_AREA:  1.04495426373
STD_MAE:  0.0863724730448
CV_MAE:  0.0777411971376



ITERATION 5895 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.6600633917
AVG_RMSE_PER_AREA:  3.9432483606
STD_RMSE:  41.6504405456
CV_RMSE:  3.24196261125
AVG_MAE:  19.548043154
AVG_MAE_PER_AREA:  1.52156914065
STD_MAE:  7.21872142424
CV_MAE:  0.561886612767



ITERATION 5896 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.41949841125
AVG_RMSE_PER_AREA:  1.27764670775
STD_RMSE:  0.161997033159
CV_RMSE:  0.145808529576
AVG_MAE:  1.17338881329
AVG_MAE_PER_AREA:  1.05613105469
STD_MAE:  0.118863659568
CV_MAE:  0.1069855113



ITERATION 5897 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.9400501905
AVG_RMSE_PER_AREA:  3.8872043945
STD_RMSE:  42.6222795579
CV_RMSE:  3.31760804743
AVG_MAE:  19.6681667741
AVG_MAE_PER_AREA:  1.53091925267
STD_MAE:  7.29013572156
CV_MAE:  0.56744531704



ITERATION 5898 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4206816503
AVG_RMSE_PER_AREA:  1.2787117047
STD_RMSE:  0.155585486583
CV_RMSE:  0.140037694393
AVG_MAE:  1.17276250922
AVG_MAE_PER_AREA:  1.05556733773
STD_MAE:  0.11794408383
CV_MAE:  0.106157829561



ITERATION 5899 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.823894218
AVG_RMSE_PER_AREA:  3.64465086994
STD_RMSE:  45.2641499182
CV_RMSE:  3.52324440612
AVG_MAE:  19.3960059757
AVG_MAE_PER_AREA:  1.50973495976
STD_MAE:  9.20462882255
CV_MAE:  0.716464510394



ITERATION 5900 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41289496129
AVG_RMSE_PER_AREA:  1.27170314625
STD_RMSE:  0.182956703966
CV_RMSE:  0.164673682358
AVG_MAE:  1.16842955987
AVG_MAE_PER_AREA:  1.05166738375
STD_MAE:  0.124767370195
CV_MAE:  0.11229925902



ITERATION 5901 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.2506802196
AVG_RMSE_PER_AREA:  3.44435854496
STD_RMSE:  48.0283648809
CV_RMSE:  3.73840375237
AVG_MAE:  19.3358783146
AVG_MAE_PER_AREA:  1.50505477807
STD_MAE:  10.738122926
CV_MAE:  0.835827726789



ITERATION 5902 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.40608340246
AVG_RMSE_PER_AREA:  1.26557227239
STD_RMSE:  0.231075291359
CV_RMSE:  0.207983737711
AVG_MAE:  1.16812871675
AVG_MAE_PER_AREA:  1.05139660415
STD_MAE:  0.172857862339
CV_MAE:  0.155584026706



ITERATION 5903 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.2293812197
AVG_RMSE_PER_AREA:  3.28702585656
STD_RMSE:  49.2662233712
CV_RMSE:  3.83475545696
AVG_MAE:  19.1880608543
AVG_MAE_PER_AREA:  1.49354904911
STD_MAE:  11.8362720781
CV_MAE:  0.921304817693



ITERATION 5904 OF 6498
HP:  18
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.39561566414
AVG_RMSE_PER_AREA:  1.2561505842
STD_RMSE:  0.268980040033
CV_RMSE:  0.242100632078
AVG_MAE:  1.16281401713
AVG_MAE_PER_AREA:  1.04661300705
STD_MAE:  0.181973475897
CV_MAE:  0.16378870912



ITERATION 5905 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.7752645126
AVG_RMSE_PER_AREA:  4.57491463525
STD_RMSE:  30.6911564903
CV_RMSE:  2.38892027393
AVG_MAE:  20.5624979214
AVG_MAE_PER_AREA:  1.60053167702
STD_MAE:  2.32470411473
CV_MAE:  0.180948958125



ITERATION 5906 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44159118188
AVG_RMSE_PER_AREA:  1.29753172871
STD_RMSE:  0.0621912209166
CV_RMSE:  0.0559763984411
AVG_MAE:  1.19257637211
AVG_MAE_PER_AREA:  1.07340118417
STD_MAE:  0.0279391092634
CV_MAE:  0.0251471299191



ITERATION 5907 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.4861305132
AVG_RMSE_PER_AREA:  4.63024660689
STD_RMSE:  28.9004065125
CV_RMSE:  2.24953292537
AVG_MAE:  21.2300655962
AVG_MAE_PER_AREA:  1.65249341894
STD_MAE:  2.95119591374
CV_MAE:  0.229713460062



ITERATION 5908 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44304544051
AVG_RMSE_PER_AREA:  1.29884066201
STD_RMSE:  0.0880900280435
CV_RMSE:  0.0792871153803
AVG_MAE:  1.194866876
AVG_MAE_PER_AREA:  1.07546279602
STD_MAE:  0.0754216714566
CV_MAE:  0.0678847186199



ITERATION 5909 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.7757972306
AVG_RMSE_PER_AREA:  4.26360644202
STD_RMSE:  36.5804775021
CV_RMSE:  2.84732979556
AVG_MAE:  19.4727150438
AVG_MAE_PER_AREA:  1.5157057953
STD_MAE:  4.64816973036
CV_MAE:  0.361801514682



ITERATION 5910 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43729955873
AVG_RMSE_PER_AREA:  1.29366897117
STD_RMSE:  0.0960652232648
CV_RMSE:  0.086465342448
AVG_MAE:  1.18220791526
AVG_MAE_PER_AREA:  1.06406885618
STD_MAE:  0.0789815944752
CV_MAE:  0.0710888954534



ITERATION 5911 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.7294130105
AVG_RMSE_PER_AREA:  4.18215859959
STD_RMSE:  36.7994853321
CV_RMSE:  2.86437679884
AVG_MAE:  19.8933037575
AVG_MAE_PER_AREA:  1.5484433334
STD_MAE:  5.839457785
CV_MAE:  0.454528296963



ITERATION 5912 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4289995127
AVG_RMSE_PER_AREA:  1.28619835592
STD_RMSE:  0.142838435503
CV_RMSE:  0.128564467148
AVG_MAE:  1.17176616666
AVG_MAE_PER_AREA:  1.05467056054
STD_MAE:  0.104023360102
CV_MAE:  0.0936282157907



ITERATION 5913 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  49.7886908125
AVG_RMSE_PER_AREA:  3.87542297183
STD_RMSE:  40.9708860044
CV_RMSE:  3.18906784265
AVG_MAE:  19.5190837942
AVG_MAE_PER_AREA:  1.51931501895
STD_MAE:  7.45124815589
CV_MAE:  0.579985892397



ITERATION 5914 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42746684002
AVG_RMSE_PER_AREA:  1.28481884454
STD_RMSE:  0.151329263176
CV_RMSE:  0.136206799071
AVG_MAE:  1.17941306324
AVG_MAE_PER_AREA:  1.06155329613
STD_MAE:  0.112138236784
CV_MAE:  0.100932165829



ITERATION 5915 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.9852228164
AVG_RMSE_PER_AREA:  3.81288310026
STD_RMSE:  43.5994688242
CV_RMSE:  3.39366993355
AVG_MAE:  18.7560853213
AVG_MAE_PER_AREA:  1.45992519043
STD_MAE:  8.12330323918
CV_MAE:  0.632296922585



ITERATION 5916 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4185503877
AVG_RMSE_PER_AREA:  1.27679342101
STD_RMSE:  0.179947917305
CV_RMSE:  0.161965566349
AVG_MAE:  1.16480519315
AVG_MAE_PER_AREA:  1.04840520314
STD_MAE:  0.13385353071
CV_MAE:  0.120477431659



ITERATION 5917 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.7883957596
AVG_RMSE_PER_AREA:  3.79756259102
STD_RMSE:  43.0159735862
CV_RMSE:  3.34825217276
AVG_MAE:  20.1555303766
AVG_MAE_PER_AREA:  1.56885437549
STD_MAE:  7.7475506366
CV_MAE:  0.603049311451



ITERATION 5918 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.40962712533
AVG_RMSE_PER_AREA:  1.26876186796
STD_RMSE:  0.204467469255
CV_RMSE:  0.184034858274
AVG_MAE:  1.16753607471
AVG_MAE_PER_AREA:  1.05086318534
STD_MAE:  0.137998646057
CV_MAE:  0.124208322046



ITERATION 5919 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.5263386915
AVG_RMSE_PER_AREA:  3.38797767309
STD_RMSE:  47.2421166427
CV_RMSE:  3.67720422223
AVG_MAE:  19.0845341363
AVG_MAE_PER_AREA:  1.48549079704
STD_MAE:  10.5033176374
CV_MAE:  0.817551090182



ITERATION 5920 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.39718139604
AVG_RMSE_PER_AREA:  1.25755985116
STD_RMSE:  0.248035715558
CV_RMSE:  0.223249292056
AVG_MAE:  1.16430573399
AVG_MAE_PER_AREA:  1.04795565536
STD_MAE:  0.179117534373
CV_MAE:  0.161218164302



ITERATION 5921 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.2210794332
AVG_RMSE_PER_AREA:  3.36421708162
STD_RMSE:  47.9260172457
CV_RMSE:  3.73043727705
AVG_MAE:  19.677495656
AVG_MAE_PER_AREA:  1.53164538872
STD_MAE:  12.1173439683
CV_MAE:  0.943182726964



ITERATION 5922 OF 6498
HP:  18
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40620078283
AVG_RMSE_PER_AREA:  1.26567792283
STD_RMSE:  0.269683382052
CV_RMSE:  0.242733688521
AVG_MAE:  1.17984168512
AVG_MAE_PER_AREA:  1.06193908546
STD_MAE:  0.182679558471
CV_MAE:  0.164424232252



ITERATION 5923 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.0028910976
AVG_RMSE_PER_AREA:  4.51479508547
STD_RMSE:  31.1466667907
CV_RMSE:  2.42437601807
AVG_MAE:  19.9931005511
AVG_MAE_PER_AREA:  1.55621125781
STD_MAE:  1.57430442367
CV_MAE:  0.122539786216



ITERATION 5924 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.40342240376
AVG_RMSE_PER_AREA:  1.26317718958
STD_RMSE:  0.0670602201515
CV_RMSE:  0.0603588343729
AVG_MAE:  1.12987271135
AVG_MAE_PER_AREA:  1.01696355444
STD_MAE:  0.0327024507178
CV_MAE:  0.0294344665437



ITERATION 5925 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.0546632329
AVG_RMSE_PER_AREA:  4.51882489463
STD_RMSE:  31.4490993883
CV_RMSE:  2.44791658957
AVG_MAE:  19.5592354058
AVG_MAE_PER_AREA:  1.52244031659
STD_MAE:  2.31813933877
CV_MAE:  0.180437972937



ITERATION 5926 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.40750370191
AVG_RMSE_PER_AREA:  1.26685064008
STD_RMSE:  0.0626163743991
CV_RMSE:  0.0563590659686
AVG_MAE:  1.12914935224
AVG_MAE_PER_AREA:  1.01631248123
STD_MAE:  0.0374965513466
CV_MAE:  0.0337494885517



ITERATION 5927 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.4140104708
AVG_RMSE_PER_AREA:  4.23544589598
STD_RMSE:  36.8153007858
CV_RMSE:  2.86560783286
AVG_MAE:  18.9362401492
AVG_MAE_PER_AREA:  1.47394797647
STD_MAE:  5.50470079491
CV_MAE:  0.428471678318



ITERATION 5928 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43349056033
AVG_RMSE_PER_AREA:  1.29024060927
STD_RMSE:  0.0872564136414
CV_RMSE:  0.0785368047861
AVG_MAE:  1.14629920317
AVG_MAE_PER_AREA:  1.03174853273
STD_MAE:  0.0361412231
CV_MAE:  0.0325295994287



ITERATION 5929 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.6988456214
AVG_RMSE_PER_AREA:  4.02410448374
STD_RMSE:  39.2199518429
CV_RMSE:  3.05277965429
AVG_MAE:  17.6073203043
AVG_MAE_PER_AREA:  1.37050829146
STD_MAE:  7.05029678127
CV_MAE:  0.548776873995



ITERATION 5930 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.42443700788
AVG_RMSE_PER_AREA:  1.28209178614
STD_RMSE:  0.0971362285811
CV_RMSE:  0.087429321277
AVG_MAE:  1.14514217978
AVG_MAE_PER_AREA:  1.03070713169
STD_MAE:  0.0679282307873
CV_MAE:  0.0611401039553



ITERATION 5931 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  48.1151733264
AVG_RMSE_PER_AREA:  3.74516069733
STD_RMSE:  42.8580827633
CV_RMSE:  3.33596235931
AVG_MAE:  17.109348961
AVG_MAE_PER_AREA:  1.33174748953
STD_MAE:  7.52274137935
CV_MAE:  0.585550740076



ITERATION 5932 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.41334908737
AVG_RMSE_PER_AREA:  1.27211189112
STD_RMSE:  0.154607934408
CV_RMSE:  0.139157829851
AVG_MAE:  1.13015631116
AVG_MAE_PER_AREA:  1.01721881387
STD_MAE:  0.100840497609
CV_MAE:  0.0907634194986



ITERATION 5933 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.7169148235
AVG_RMSE_PER_AREA:  3.79199869976
STD_RMSE:  42.6686330305
CV_RMSE:  3.3212160819
AVG_MAE:  18.0606511928
AVG_MAE_PER_AREA:  1.40579439581
STD_MAE:  8.11024631671
CV_MAE:  0.631280605497



ITERATION 5934 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43553277304
AVG_RMSE_PER_AREA:  1.2920787419
STD_RMSE:  0.11058285991
CV_RMSE:  0.0995322191114
AVG_MAE:  1.14913870894
AVG_MAE_PER_AREA:  1.03430428423
STD_MAE:  0.0751150016587
CV_MAE:  0.0676086946001



ITERATION 5935 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.2600534799
AVG_RMSE_PER_AREA:  3.60076296461
STD_RMSE:  45.4343154452
CV_RMSE:  3.53648965081
AVG_MAE:  17.506762216
AVG_MAE_PER_AREA:  1.36268110985
STD_MAE:  8.78761874792
CV_MAE:  0.684005524299



ITERATION 5936 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.4245644596
AVG_RMSE_PER_AREA:  1.2822065015
STD_RMSE:  0.17909368137
CV_RMSE:  0.16119669495
AVG_MAE:  1.14085796396
AVG_MAE_PER_AREA:  1.02685104126
STD_MAE:  0.119983704478
CV_MAE:  0.107993629154



ITERATION 5937 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.021336021
AVG_RMSE_PER_AREA:  3.42650698547
STD_RMSE:  48.234753564
CV_RMSE:  3.75446851388
AVG_MAE:  18.1111625128
AVG_MAE_PER_AREA:  1.40972606636
STD_MAE:  10.1999757848
CV_MAE:  0.793939744618



ITERATION 5938 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42217220137
AVG_RMSE_PER_AREA:  1.28005330371
STD_RMSE:  0.213390729005
CV_RMSE:  0.192066408962
AVG_MAE:  1.14807134664
AVG_MAE_PER_AREA:  1.03334358437
STD_MAE:  0.138959225542
CV_MAE:  0.125072909992



ITERATION 5939 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.4164228346
AVG_RMSE_PER_AREA:  3.22374727765
STD_RMSE:  49.7068586831
CV_RMSE:  3.86905337044
AVG_MAE:  18.4095460751
AVG_MAE_PER_AREA:  1.43295147143
STD_MAE:  12.1681784641
CV_MAE:  0.947139552693



ITERATION 5940 OF 6498
HP:  18
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41266280584
AVG_RMSE_PER_AREA:  1.2714941903
STD_RMSE:  0.280404054524
CV_RMSE:  0.252383034924
AVG_MAE:  1.15308677424
AVG_MAE_PER_AREA:  1.03785781595
STD_MAE:  0.192872086215
CV_MAE:  0.173598211886



ITERATION 5941 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.8736499089
AVG_RMSE_PER_AREA:  4.27122304152
STD_RMSE:  34.3548521687
CV_RMSE:  2.67409287362
AVG_MAE:  12.9335824708
AVG_MAE_PER_AREA:  1.00671662173
STD_MAE:  4.15212193975
CV_MAE:  0.323190437117



ITERATION 5942 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.72208490085
AVG_RMSE_PER_AREA:  1.54999546783
STD_RMSE:  0.0703807283032
CV_RMSE:  0.0633475212741
AVG_MAE:  1.11371142892
AVG_MAE_PER_AREA:  1.00241728294
STD_MAE:  0.0440041244814
CV_MAE:  0.0396067542769



ITERATION 5943 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.7884121795
AVG_RMSE_PER_AREA:  4.26458835703
STD_RMSE:  34.1475880547
CV_RMSE:  2.65795997083
AVG_MAE:  13.0105660007
AVG_MAE_PER_AREA:  1.01270882068
STD_MAE:  4.29962771721
CV_MAE:  0.33467190548



ITERATION 5944 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.72950825956
AVG_RMSE_PER_AREA:  1.55667700388
STD_RMSE:  0.0847084382731
CV_RMSE:  0.0762434507993
AVG_MAE:  1.11621740831
AVG_MAE_PER_AREA:  1.00467283764
STD_MAE:  0.0867198160398
CV_MAE:  0.0780538298468



ITERATION 5945 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.3822863789
AVG_RMSE_PER_AREA:  3.99946433072
STD_RMSE:  39.4529693644
CV_RMSE:  3.07091713573
AVG_MAE:  12.9452629978
AVG_MAE_PER_AREA:  1.00762580376
STD_MAE:  6.02410256043
CV_MAE:  0.468900568912



ITERATION 5946 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.73598653224
AVG_RMSE_PER_AREA:  1.56250789718
STD_RMSE:  0.149303853288
CV_RMSE:  0.134383790144
AVG_MAE:  1.11723946129
AVG_MAE_PER_AREA:  1.00559275598
STD_MAE:  0.13106937708
CV_MAE:  0.117971500908



ITERATION 5947 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.8790602408
AVG_RMSE_PER_AREA:  3.96029450915
STD_RMSE:  39.7923204047
CV_RMSE:  3.09733134337
AVG_MAE:  12.8834706445
AVG_MAE_PER_AREA:  1.00281604673
STD_MAE:  5.80984892667
CV_MAE:  0.45222361998



ITERATION 5948 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.72670003541
AVG_RMSE_PER_AREA:  1.554149408
STD_RMSE:  0.141521784341
CV_RMSE:  0.127379390075
AVG_MAE:  1.10891003015
AVG_MAE_PER_AREA:  0.998095692099
STD_MAE:  0.14639137427
CV_MAE:  0.131762357672



ITERATION 5949 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.8185436234
AVG_RMSE_PER_AREA:  3.72207180815
STD_RMSE:  43.5534338537
CV_RMSE:  3.39008669046
AVG_MAE:  12.9080000419
AVG_MAE_PER_AREA:  1.00472535161
STD_MAE:  8.00144539976
CV_MAE:  0.622811823409



ITERATION 5950 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.71462840688
AVG_RMSE_PER_AREA:  1.54328410774
STD_RMSE:  0.196777423802
CV_RMSE:  0.177113285711
AVG_MAE:  1.11094776485
AVG_MAE_PER_AREA:  0.999929794203
STD_MAE:  0.191925777837
CV_MAE:  0.172746468922



ITERATION 5951 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.2450571379
AVG_RMSE_PER_AREA:  3.67743310277
STD_RMSE:  44.3996505276
CV_RMSE:  3.45595400859
AVG_MAE:  12.952027724
AVG_MAE_PER_AREA:  1.00815235256
STD_MAE:  7.73560970066
CV_MAE:  0.602119859869



ITERATION 5952 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.71499035196
AVG_RMSE_PER_AREA:  1.54360988335
STD_RMSE:  0.199943313565
CV_RMSE:  0.179962805373
AVG_MAE:  1.11578380896
AVG_MAE_PER_AREA:  1.00428256825
STD_MAE:  0.161400638671
CV_MAE:  0.145271733305



ITERATION 5953 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.9564399688
AVG_RMSE_PER_AREA:  3.42145564455
STD_RMSE:  47.1497867847
CV_RMSE:  3.67001750479
AVG_MAE:  12.8941962963
AVG_MAE_PER_AREA:  1.00365090374
STD_MAE:  8.9318820253
CV_MAE:  0.69523460484



ITERATION 5954 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.72823591117
AVG_RMSE_PER_AREA:  1.55553180237
STD_RMSE:  0.202118825147
CV_RMSE:  0.181920916202
AVG_MAE:  1.11202039595
AVG_MAE_PER_AREA:  1.00089523635
STD_MAE:  0.169286112021
CV_MAE:  0.152369204485



ITERATION 5955 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.3583489232
AVG_RMSE_PER_AREA:  3.21922695453
STD_RMSE:  49.8266549617
CV_RMSE:  3.87837800306
AVG_MAE:  12.935864855
AVG_MAE_PER_AREA:  1.00689427662
STD_MAE:  10.9926057961
CV_MAE:  0.855636015474



ITERATION 5956 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.71760213912
AVG_RMSE_PER_AREA:  1.54596067236
STD_RMSE:  0.314432939735
CV_RMSE:  0.283011384215
AVG_MAE:  1.11738869768
AVG_MAE_PER_AREA:  1.00572707905
STD_MAE:  0.269446828166
CV_MAE:  0.242520773669



ITERATION 5957 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  38.1704624597
AVG_RMSE_PER_AREA:  2.971090114
STD_RMSE:  51.7091145391
CV_RMSE:  4.02490378975
AVG_MAE:  12.888192893
AVG_MAE_PER_AREA:  1.00318361435
STD_MAE:  12.5542732703
CV_MAE:  0.977192174214



ITERATION 5958 OF 6498
HP:  18
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.69205816637
AVG_RMSE_PER_AREA:  1.52296933089
STD_RMSE:  0.359299550302
CV_RMSE:  0.323394435597
AVG_MAE:  1.11492536383
AVG_MAE_PER_AREA:  1.00350990828
STD_MAE:  0.265195863155
CV_MAE:  0.238694611267



ITERATION 5959 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  56.0628882186
AVG_RMSE_PER_AREA:  4.36379027695
STD_RMSE:  32.3917742611
CV_RMSE:  2.52129196452
AVG_MAE:  20.0572277798
AVG_MAE_PER_AREA:  1.5612027555
STD_MAE:  3.27356960227
CV_MAE:  0.254806194529



ITERATION 5960 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44540007711
AVG_RMSE_PER_AREA:  1.30095999774
STD_RMSE:  0.0214504675635
CV_RMSE:  0.0193069037942
AVG_MAE:  1.18722078902
AVG_MAE_PER_AREA:  1.06858078913
STD_MAE:  0.010496302386
CV_MAE:  0.00944739781365



ITERATION 5961 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.7050597991
AVG_RMSE_PER_AREA:  4.41377525254
STD_RMSE:  32.6167773638
CV_RMSE:  2.53880562433
AVG_MAE:  20.3643400444
AVG_MAE_PER_AREA:  1.58510758018
STD_MAE:  4.47678622052
CV_MAE:  0.348461465362



ITERATION 5962 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44773463976
AVG_RMSE_PER_AREA:  1.30306126553
STD_RMSE:  0.0881839414932
CV_RMSE:  0.0793716439777
AVG_MAE:  1.18963729841
AVG_MAE_PER_AREA:  1.07075581464
STD_MAE:  0.0838013857114
CV_MAE:  0.0754270407843



ITERATION 5963 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.232998995
AVG_RMSE_PER_AREA:  4.14351901603
STD_RMSE:  37.9768902155
CV_RMSE:  2.95602295096
AVG_MAE:  20.0387476273
AVG_MAE_PER_AREA:  1.5597643082
STD_MAE:  6.0784290398
CV_MAE:  0.473129201614



ITERATION 5964 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44409658644
AVG_RMSE_PER_AREA:  1.29978676602
STD_RMSE:  0.109271977468
CV_RMSE:  0.098352334285
AVG_MAE:  1.18144002017
AVG_MAE_PER_AREA:  1.06337769751
STD_MAE:  0.0801196965325
CV_MAE:  0.0721132659881



ITERATION 5965 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.3336417181
AVG_RMSE_PER_AREA:  3.9956779561
STD_RMSE:  39.1605781587
CV_RMSE:  3.04815816022
AVG_MAE:  19.8860952962
AVG_MAE_PER_AREA:  1.54788224541
STD_MAE:  7.04840248866
CV_MAE:  0.548629427155



ITERATION 5966 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43552482885
AVG_RMSE_PER_AREA:  1.29207159158
STD_RMSE:  0.122197866452
CV_RMSE:  0.109986528007
AVG_MAE:  1.18116278315
AVG_MAE_PER_AREA:  1.06312816502
STD_MAE:  0.0934933279877
CV_MAE:  0.0841504588895



ITERATION 5967 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.5569175167
AVG_RMSE_PER_AREA:  3.93521975236
STD_RMSE:  41.572095332
CV_RMSE:  3.23586442238
AVG_MAE:  20.0542879169
AVG_MAE_PER_AREA:  1.56097392417
STD_MAE:  7.88536420587
CV_MAE:  0.613776363387



ITERATION 5968 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43328738809
AVG_RMSE_PER_AREA:  1.29005774021
STD_RMSE:  0.159252521983
CV_RMSE:  0.143338279775
AVG_MAE:  1.1789705825
AVG_MAE_PER_AREA:  1.06115503288
STD_MAE:  0.107582230571
CV_MAE:  0.096831445257



ITERATION 5969 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.2209921561
AVG_RMSE_PER_AREA:  3.75339736147
STD_RMSE:  43.2890820791
CV_RMSE:  3.36951023177
AVG_MAE:  19.876820331
AVG_MAE_PER_AREA:  1.5471603061
STD_MAE:  9.29571479688
CV_MAE:  0.723554407146



ITERATION 5970 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43118677997
AVG_RMSE_PER_AREA:  1.28816704767
STD_RMSE:  0.160920228346
CV_RMSE:  0.144839330799
AVG_MAE:  1.17729634727
AVG_MAE_PER_AREA:  1.05964810542
STD_MAE:  0.115566219463
CV_MAE:  0.104017587236



ITERATION 5971 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.3890259689
AVG_RMSE_PER_AREA:  3.53296443506
STD_RMSE:  45.690013125
CV_RMSE:  3.55639249714
AVG_MAE:  19.6816171802
AVG_MAE_PER_AREA:  1.53196619751
STD_MAE:  10.9993198013
CV_MAE:  0.85615861628



ITERATION 5972 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41412831495
AVG_RMSE_PER_AREA:  1.27281324981
STD_RMSE:  0.222324586532
CV_RMSE:  0.200107498383
AVG_MAE:  1.17368732173
AVG_MAE_PER_AREA:  1.05639973293
STD_MAE:  0.155745063928
CV_MAE:  0.140181325036



ITERATION 5973 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.8262928562
AVG_RMSE_PER_AREA:  3.41132532978
STD_RMSE:  47.7172371401
CV_RMSE:  3.7141863734
AVG_MAE:  19.765792065
AVG_MAE_PER_AREA:  1.53851815292
STD_MAE:  12.3147537446
CV_MAE:  0.958548593573



ITERATION 5974 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41600232112
AVG_RMSE_PER_AREA:  1.27449998493
STD_RMSE:  0.253540157128
CV_RMSE:  0.22820367002
AVG_MAE:  1.17554959052
AVG_MAE_PER_AREA:  1.05807590359
STD_MAE:  0.18942026528
CV_MAE:  0.170491334402



ITERATION 5975 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.8124356498
AVG_RMSE_PER_AREA:  3.332409306
STD_RMSE:  48.2322523607
CV_RMSE:  3.75427382667
AVG_MAE:  19.8488481221
AVG_MAE_PER_AREA:  1.54498302167
STD_MAE:  12.3369523813
CV_MAE:  0.960276478068



ITERATION 5976 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40953758341
AVG_RMSE_PER_AREA:  1.26868127404
STD_RMSE:  0.274127056365
CV_RMSE:  0.246733302618
AVG_MAE:  1.17331122756
AVG_MAE_PER_AREA:  1.05606122217
STD_MAE:  0.182701296188
CV_MAE:  0.1644437977



ITERATION 5977 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.5959114681
AVG_RMSE_PER_AREA:  4.71662908725
STD_RMSE:  29.5501622931
CV_RMSE:  2.30010823549
AVG_MAE:  21.0499665863
AVG_MAE_PER_AREA:  1.63847497762
STD_MAE:  1.57149437276
CV_MAE:  0.122321059118



ITERATION 5978 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44159738634
AVG_RMSE_PER_AREA:  1.29753731314
STD_RMSE:  0.0395831191843
CV_RMSE:  0.0356275438615
AVG_MAE:  1.18148579352
AVG_MAE_PER_AREA:  1.06341889668
STD_MAE:  0.0186868262057
CV_MAE:  0.0168194355067



ITERATION 5979 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  59.3078370892
AVG_RMSE_PER_AREA:  4.61636870772
STD_RMSE:  27.2862154598
CV_RMSE:  2.12388846707
AVG_MAE:  21.6826306634
AVG_MAE_PER_AREA:  1.68771991373
STD_MAE:  2.38649150013
CV_MAE:  0.185758328463



ITERATION 5980 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.46199689223
AVG_RMSE_PER_AREA:  1.31589827878
STD_RMSE:  0.0768501431451
CV_RMSE:  0.0691704418975
AVG_MAE:  1.2101990581
AVG_MAE_PER_AREA:  1.08926281991
STD_MAE:  0.0744530626446
CV_MAE:  0.0670129037239



ITERATION 5981 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.4816936494
AVG_RMSE_PER_AREA:  4.31855159427
STD_RMSE:  33.6738676698
CV_RMSE:  2.62108680081
AVG_MAE:  21.111449566
AVG_MAE_PER_AREA:  1.64326065381
STD_MAE:  4.52695159014
CV_MAE:  0.352366208039



ITERATION 5982 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44862675677
AVG_RMSE_PER_AREA:  1.30386423251
STD_RMSE:  0.103839906013
CV_RMSE:  0.0934630944275
AVG_MAE:  1.20435189809
AVG_MAE_PER_AREA:  1.08399997166
STD_MAE:  0.0861797150266
CV_MAE:  0.0775677015947



ITERATION 5983 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  55.0949287326
AVG_RMSE_PER_AREA:  4.28844681307
STD_RMSE:  34.5317248512
CV_RMSE:  2.68786018595
AVG_MAE:  21.3250432622
AVG_MAE_PER_AREA:  1.6598862349
STD_MAE:  5.13953055099
CV_MAE:  0.400047770622



ITERATION 5984 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45097209161
AVG_RMSE_PER_AREA:  1.30597519601
STD_RMSE:  0.122974612089
CV_RMSE:  0.110685652781
AVG_MAE:  1.2003891681
AVG_MAE_PER_AREA:  1.0804332407
STD_MAE:  0.104444593102
CV_MAE:  0.0940073546129



ITERATION 5985 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.9211875979
AVG_RMSE_PER_AREA:  4.19708583767
STD_RMSE:  37.1720413649
CV_RMSE:  2.89337559724
AVG_MAE:  21.8196554592
AVG_MAE_PER_AREA:  1.69838556958
STD_MAE:  5.66354367955
CV_MAE:  0.440835597794



ITERATION 5986 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44838401403
AVG_RMSE_PER_AREA:  1.30364574726
STD_RMSE:  0.148560971788
CV_RMSE:  0.133715145435
AVG_MAE:  1.20057330491
AVG_MAE_PER_AREA:  1.08059897656
STD_MAE:  0.11006528778
CV_MAE:  0.0990663684121



ITERATION 5987 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.5095033258
AVG_RMSE_PER_AREA:  4.08720398363
STD_RMSE:  38.33955891
CV_RMSE:  2.98425214452
AVG_MAE:  21.2262207178
AVG_MAE_PER_AREA:  1.65219414354
STD_MAE:  6.99875305125
CV_MAE:  0.544764843308



ITERATION 5988 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44616730944
AVG_RMSE_PER_AREA:  1.30165055988
STD_RMSE:  0.149925615652
CV_RMSE:  0.134943419257
AVG_MAE:  1.20003522609
AVG_MAE_PER_AREA:  1.08011466842
STD_MAE:  0.116183737027
CV_MAE:  0.104573395736



ITERATION 5989 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.9628241799
AVG_RMSE_PER_AREA:  3.88897706295
STD_RMSE:  41.2433106133
CV_RMSE:  3.2102726699
AVG_MAE:  21.2516641768
AVG_MAE_PER_AREA:  1.65417459661
STD_MAE:  8.71617304168
CV_MAE:  0.678444375238



ITERATION 5990 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43692703172
AVG_RMSE_PER_AREA:  1.29333367111
STD_RMSE:  0.188933359272
CV_RMSE:  0.170053085332
AVG_MAE:  1.19500653829
AVG_MAE_PER_AREA:  1.07558850174
STD_MAE:  0.131820989489
CV_MAE:  0.11864800404



ITERATION 5991 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  48.0660639146
AVG_RMSE_PER_AREA:  3.74133814769
STD_RMSE:  43.6858373766
CV_RMSE:  3.40039263837
AVG_MAE:  21.2094549646
AVG_MAE_PER_AREA:  1.65088914065
STD_MAE:  10.0907424286
CV_MAE:  0.785437302575



ITERATION 5992 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42375105801
AVG_RMSE_PER_AREA:  1.28147438384
STD_RMSE:  0.237450709736
CV_RMSE:  0.213722055017
AVG_MAE:  1.19005376973
AVG_MAE_PER_AREA:  1.07113066763
STD_MAE:  0.171335206431
CV_MAE:  0.154213531119



ITERATION 5993 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  46.1181824779
AVG_RMSE_PER_AREA:  3.5897200926
STD_RMSE:  45.0629267004
CV_RMSE:  3.50758171108
AVG_MAE:  21.0351851215
AVG_MAE_PER_AREA:  1.63732442662
STD_MAE:  11.4395571564
CV_MAE:  0.890425553833



ITERATION 5994 OF 6498
HP:  18
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41956465265
AVG_RMSE_PER_AREA:  1.27770632958
STD_RMSE:  0.252745575045
CV_RMSE:  0.227488491213
AVG_MAE:  1.18787397519
AVG_MAE_PER_AREA:  1.06916870184
STD_MAE:  0.172564998138
CV_MAE:  0.155320428678



ITERATION 5995 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.9919137721
AVG_RMSE_PER_AREA:  4.35826580953
STD_RMSE:  32.453855329
CV_RMSE:  2.52612419435
AVG_MAE:  20.0596224789
AVG_MAE_PER_AREA:  1.56138915268
STD_MAE:  3.36893598913
CV_MAE:  0.262229267527



ITERATION 5996 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44558439981
AVG_RMSE_PER_AREA:  1.30112590091
STD_RMSE:  0.0245862061825
CV_RMSE:  0.0221292853419
AVG_MAE:  1.18973001757
AVG_MAE_PER_AREA:  1.0708392683
STD_MAE:  0.0130842682218
CV_MAE:  0.011776745986



ITERATION 5997 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.614030594
AVG_RMSE_PER_AREA:  4.40668977455
STD_RMSE:  32.5222107633
CV_RMSE:  2.53144480463
AVG_MAE:  20.3344389159
AVG_MAE_PER_AREA:  1.58278015364
STD_MAE:  4.47846055102
CV_MAE:  0.348591790919



ITERATION 5998 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44953705666
AVG_RMSE_PER_AREA:  1.30468356535
STD_RMSE:  0.0855699750508
CV_RMSE:  0.0770188934619
AVG_MAE:  1.19317067196
AVG_MAE_PER_AREA:  1.07393609512
STD_MAE:  0.0832947580426
CV_MAE:  0.0749710408564



ITERATION 5999 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.9660522569
AVG_RMSE_PER_AREA:  4.12274057208
STD_RMSE:  38.2053603153
CV_RMSE:  2.97380647285
AVG_MAE:  20.0101509729
AVG_MAE_PER_AREA:  1.55753841856
STD_MAE:  6.21738982953
CV_MAE:  0.483945550224



ITERATION 6000 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43967289247
AVG_RMSE_PER_AREA:  1.29580513561
STD_RMSE:  0.108929722751
CV_RMSE:  0.0980442813782
AVG_MAE:  1.17888221371
AVG_MAE_PER_AREA:  1.06107549486
STD_MAE:  0.0792221714176
CV_MAE:  0.071305431334



ITERATION 6001 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.4710107684
AVG_RMSE_PER_AREA:  4.00637040782
STD_RMSE:  39.2222126179
CV_RMSE:  3.05295562717
AVG_MAE:  20.095253654
AVG_MAE_PER_AREA:  1.56416259124
STD_MAE:  7.2984911249
CV_MAE:  0.568095680035



ITERATION 6002 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43336007137
AVG_RMSE_PER_AREA:  1.29012316018
STD_RMSE:  0.131292668692
CV_RMSE:  0.118172478797
AVG_MAE:  1.17941841093
AVG_MAE_PER_AREA:  1.06155810942
STD_MAE:  0.102284341244
CV_MAE:  0.0920629785904



ITERATION 6003 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.3806428096
AVG_RMSE_PER_AREA:  3.92149898489
STD_RMSE:  41.6791641403
CV_RMSE:  3.24419838161
AVG_MAE:  19.9701849129
AVG_MAE_PER_AREA:  1.55442756377
STD_MAE:  7.81592450471
CV_MAE:  0.608371356574



ITERATION 6004 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42922763595
AVG_RMSE_PER_AREA:  1.28640368261
STD_RMSE:  0.155542588919
CV_RMSE:  0.13999908353
AVG_MAE:  1.17597724396
AVG_MAE_PER_AREA:  1.05846082125
STD_MAE:  0.106080395511
CV_MAE:  0.0954796898724



ITERATION 6005 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.1836970059
AVG_RMSE_PER_AREA:  3.7504944034
STD_RMSE:  43.2763810303
CV_RMSE:  3.36852161497
AVG_MAE:  19.9223500967
AVG_MAE_PER_AREA:  1.55070422535
STD_MAE:  9.30328818683
CV_MAE:  0.72414390024



ITERATION 6006 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42971161854
AVG_RMSE_PER_AREA:  1.2868393004
STD_RMSE:  0.160948741991
CV_RMSE:  0.144864995051
AVG_MAE:  1.17883815732
AVG_MAE_PER_AREA:  1.06103584106
STD_MAE:  0.116138043889
CV_MAE:  0.104532268752



ITERATION 6007 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.5900445209
AVG_RMSE_PER_AREA:  3.54861119945
STD_RMSE:  45.606118921
CV_RMSE:  3.5498623892
AVG_MAE:  19.7694084034
AVG_MAE_PER_AREA:  1.53879963935
STD_MAE:  10.8323432319
CV_MAE:  0.843161591815



ITERATION 6008 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42173937075
AVG_RMSE_PER_AREA:  1.27966372623
STD_RMSE:  0.217511286463
CV_RMSE:  0.195775195551
AVG_MAE:  1.17971235993
AVG_MAE_PER_AREA:  1.06182268385
STD_MAE:  0.151909844256
CV_MAE:  0.136729362182



ITERATION 6009 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.711782554
AVG_RMSE_PER_AREA:  3.40241214391
STD_RMSE:  47.8028866858
CV_RMSE:  3.7208531126
AVG_MAE:  19.8943927721
AVG_MAE_PER_AREA:  1.54852809948
STD_MAE:  12.4105289535
CV_MAE:  0.966003488227



ITERATION 6010 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41496802849
AVG_RMSE_PER_AREA:  1.27356905005
STD_RMSE:  0.250704961392
CV_RMSE:  0.225651797846
AVG_MAE:  1.17710847063
AVG_MAE_PER_AREA:  1.05947900346
STD_MAE:  0.186186864481
CV_MAE:  0.16758105014



ITERATION 6011 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.7236741396
AVG_RMSE_PER_AREA:  3.32550033953
STD_RMSE:  48.2246992177
CV_RMSE:  3.75368590955
AVG_MAE:  19.9269649233
AVG_MAE_PER_AREA:  1.55106343153
STD_MAE:  12.4165042154
CV_MAE:  0.966468587164



ITERATION 6012 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40859553193
AVG_RMSE_PER_AREA:  1.26783336258
STD_RMSE:  0.275199150157
CV_RMSE:  0.24769826115
AVG_MAE:  1.17182731359
AVG_MAE_PER_AREA:  1.054725597
STD_MAE:  0.18633067133
CV_MAE:  0.167710486246



ITERATION 6013 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.3522851309
AVG_RMSE_PER_AREA:  4.69766584303
STD_RMSE:  29.3913606811
CV_RMSE:  2.28774752857
AVG_MAE:  21.4564458584
AVG_MAE_PER_AREA:  1.67011427327
STD_MAE:  1.45169344345
CV_MAE:  0.112996064507



ITERATION 6014 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43503100401
AVG_RMSE_PER_AREA:  1.29162711508
STD_RMSE:  0.0293153642339
CV_RMSE:  0.0263858545406
AVG_MAE:  1.17534646284
AVG_MAE_PER_AREA:  1.05789307463
STD_MAE:  0.0195178645394
CV_MAE:  0.0175674274613



ITERATION 6015 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.1711108626
AVG_RMSE_PER_AREA:  4.45005146242
STD_RMSE:  28.8223014013
CV_RMSE:  2.24345342544
AVG_MAE:  21.2805258796
AVG_MAE_PER_AREA:  1.65642111694
STD_MAE:  2.44305520204
CV_MAE:  0.190161100783



ITERATION 6016 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4430161726
AVG_RMSE_PER_AREA:  1.29881431887
STD_RMSE:  0.0922862302367
CV_RMSE:  0.0830639874603
AVG_MAE:  1.19246628795
AVG_MAE_PER_AREA:  1.07330210082
STD_MAE:  0.0897452452111
CV_MAE:  0.0807769252652



ITERATION 6017 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.1402623005
AVG_RMSE_PER_AREA:  4.21413804614
STD_RMSE:  34.0413448924
CV_RMSE:  2.64969027776
AVG_MAE:  20.9734943407
AVG_MAE_PER_AREA:  1.63252257573
STD_MAE:  3.90028411758
CV_MAE:  0.303588032127



ITERATION 6018 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43764404938
AVG_RMSE_PER_AREA:  1.29397903657
STD_RMSE:  0.106275723302
CV_RMSE:  0.0956554983889
AVG_MAE:  1.19165547475
AVG_MAE_PER_AREA:  1.07257231287
STD_MAE:  0.0939306269211
CV_MAE:  0.0845440581624



ITERATION 6019 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.2153962566
AVG_RMSE_PER_AREA:  4.14214886438
STD_RMSE:  35.1766964082
CV_RMSE:  2.73806310447
AVG_MAE:  20.853843965
AVG_MAE_PER_AREA:  1.62320929982
STD_MAE:  4.87950852856
CV_MAE:  0.379808328643



ITERATION 6020 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4327322373
AVG_RMSE_PER_AREA:  1.28955806612
STD_RMSE:  0.111370376225
CV_RMSE:  0.10024103824
AVG_MAE:  1.1831235358
AVG_MAE_PER_AREA:  1.06489297797
STD_MAE:  0.098493540979
CV_MAE:  0.0886509962735



ITERATION 6021 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.1751271755
AVG_RMSE_PER_AREA:  3.98333959391
STD_RMSE:  38.0525785266
CV_RMSE:  2.96191433342
AVG_MAE:  20.8148936861
AVG_MAE_PER_AREA:  1.62017751082
STD_MAE:  5.7760974506
CV_MAE:  0.449596492342



ITERATION 6022 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42914609696
AVG_RMSE_PER_AREA:  1.28633029188
STD_RMSE:  0.150890484685
CV_RMSE:  0.135811868094
AVG_MAE:  1.18278526361
AVG_MAE_PER_AREA:  1.06458850961
STD_MAE:  0.110983127102
CV_MAE:  0.0998924872573



ITERATION 6023 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.6273122563
AVG_RMSE_PER_AREA:  3.94069909689
STD_RMSE:  38.9892219028
CV_RMSE:  3.03482023227
AVG_MAE:  20.8811293789
AVG_MAE_PER_AREA:  1.6253331259
STD_MAE:  6.6910992961
CV_MAE:  0.520817870399



ITERATION 6024 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43431114714
AVG_RMSE_PER_AREA:  1.29097919413
STD_RMSE:  0.155717431364
CV_RMSE:  0.140156453817
AVG_MAE:  1.19026572032
AVG_MAE_PER_AREA:  1.07132143781
STD_MAE:  0.118425451832
CV_MAE:  0.106591094042



ITERATION 6025 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.5909731587
AVG_RMSE_PER_AREA:  3.70435831152
STD_RMSE:  41.5956992714
CV_RMSE:  3.237701692
AVG_MAE:  20.2657996265
AVG_MAE_PER_AREA:  1.57743744882
STD_MAE:  7.94986153594
CV_MAE:  0.618796668812



ITERATION 6026 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43050929696
AVG_RMSE_PER_AREA:  1.28755726612
STD_RMSE:  0.181704420889
CV_RMSE:  0.163546541012
AVG_MAE:  1.1879941695
AVG_MAE_PER_AREA:  1.06927688503
STD_MAE:  0.123864274533
CV_MAE:  0.111486410488



ITERATION 6027 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.8911133013
AVG_RMSE_PER_AREA:  3.49420820029
STD_RMSE:  44.6715611763
CV_RMSE:  3.4771188305
AVG_MAE:  20.1130707556
AVG_MAE_PER_AREA:  1.56554942836
STD_MAE:  10.088079762
CV_MAE:  0.785230047497



ITERATION 6028 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42013862415
AVG_RMSE_PER_AREA:  1.27822294361
STD_RMSE:  0.240082350927
CV_RMSE:  0.216090714029
AVG_MAE:  1.18787131258
AVG_MAE_PER_AREA:  1.0691663053
STD_MAE:  0.173070786863
CV_MAE:  0.155775673498



ITERATION 6029 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.488537142
AVG_RMSE_PER_AREA:  3.3850352982
STD_RMSE:  45.624037153
CV_RMSE:  3.55125709805
AVG_MAE:  20.0707220122
AVG_MAE_PER_AREA:  1.56225311166
STD_MAE:  11.0163216443
CV_MAE:  0.857481995784



ITERATION 6030 OF 6498
HP:  18
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41698169603
AVG_RMSE_PER_AREA:  1.27538149005
STD_RMSE:  0.252021014872
CV_RMSE:  0.226836336964
AVG_MAE:  1.18634388234
AVG_MAE_PER_AREA:  1.06779151249
STD_MAE:  0.174829644416
CV_MAE:  0.157358766895



ITERATION 6031 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.8062316605
AVG_RMSE_PER_AREA:  4.34381279401
STD_RMSE:  32.3334317325
CV_RMSE:  2.51675073294
AVG_MAE:  19.639037505
AVG_MAE_PER_AREA:  1.52865190568
STD_MAE:  2.84571014521
CV_MAE:  0.221502720557



ITERATION 6032 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41917388052
AVG_RMSE_PER_AREA:  1.27735460765
STD_RMSE:  0.0249641179465
CV_RMSE:  0.0224694320566
AVG_MAE:  1.17108077873
AVG_MAE_PER_AREA:  1.05405366402
STD_MAE:  0.0204314762761
CV_MAE:  0.0183897411872



ITERATION 6033 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.3746788959
AVG_RMSE_PER_AREA:  4.46589667184
STD_RMSE:  32.424462312
CV_RMSE:  2.5238363179
AVG_MAE:  20.8346541366
AVG_MAE_PER_AREA:  1.62171561319
STD_MAE:  4.39599356996
CV_MAE:  0.342172774319



ITERATION 6034 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44078246647
AVG_RMSE_PER_AREA:  1.29680382892
STD_RMSE:  0.0816931809165
CV_RMSE:  0.0735295107172
AVG_MAE:  1.19387888692
AVG_MAE_PER_AREA:  1.07457353755
STD_MAE:  0.0761870085867
CV_MAE:  0.0685735749489



ITERATION 6035 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.7305630244
AVG_RMSE_PER_AREA:  4.26008552836
STD_RMSE:  36.9295142644
CV_RMSE:  2.87449791475
AVG_MAE:  20.8231705629
AVG_MAE_PER_AREA:  1.62082176151
STD_MAE:  5.19841800875
CV_MAE:  0.40463141809



ITERATION 6036 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43257090006
AVG_RMSE_PER_AREA:  1.28941285144
STD_RMSE:  0.0741415748555
CV_RMSE:  0.0667325431789
AVG_MAE:  1.17936702729
AVG_MAE_PER_AREA:  1.06151186059
STD_MAE:  0.0666419749442
CV_MAE:  0.0599823847707



ITERATION 6037 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.5216338178
AVG_RMSE_PER_AREA:  4.08814818976
STD_RMSE:  38.5378974573
CV_RMSE:  2.99969030426
AVG_MAE:  20.6294939056
AVG_MAE_PER_AREA:  1.60574647122
STD_MAE:  6.3130385141
CV_MAE:  0.491390596546



ITERATION 6038 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.42573041809
AVG_RMSE_PER_AREA:  1.28325594475
STD_RMSE:  0.103727339828
CV_RMSE:  0.0933617770786
AVG_MAE:  1.18056034304
AVG_MAE_PER_AREA:  1.06258592727
STD_MAE:  0.0911023308744
CV_MAE:  0.0819983961849



ITERATION 6039 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.5740906995
AVG_RMSE_PER_AREA:  4.01439388316
STD_RMSE:  41.0795591511
CV_RMSE:  3.19752667943
AVG_MAE:  20.7764970044
AVG_MAE_PER_AREA:  1.61718881238
STD_MAE:  7.27061893865
CV_MAE:  0.565926181116



ITERATION 6040 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42631817967
AVG_RMSE_PER_AREA:  1.28378497081
STD_RMSE:  0.135867020981
CV_RMSE:  0.122289712106
AVG_MAE:  1.17663421651
AVG_MAE_PER_AREA:  1.05905214196
STD_MAE:  0.0966136311193
CV_MAE:  0.0869589474313



ITERATION 6041 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.7293181317
AVG_RMSE_PER_AREA:  3.87080155586
STD_RMSE:  42.3061755439
CV_RMSE:  3.29300332822
AVG_MAE:  20.523655706
AVG_MAE_PER_AREA:  1.5975082994
STD_MAE:  8.12898744817
CV_MAE:  0.632739366717



ITERATION 6042 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.41972637869
AVG_RMSE_PER_AREA:  1.2778518942
STD_RMSE:  0.149443857201
CV_RMSE:  0.134509803345
AVG_MAE:  1.17607796535
AVG_MAE_PER_AREA:  1.05855147746
STD_MAE:  0.112134138697
CV_MAE:  0.100928477269



ITERATION 6043 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.5629446458
AVG_RMSE_PER_AREA:  3.70217664454
STD_RMSE:  44.2892452426
CV_RMSE:  3.44736034664
AVG_MAE:  20.6017424837
AVG_MAE_PER_AREA:  1.60358637229
STD_MAE:  9.57655466934
CV_MAE:  0.745414256751



ITERATION 6044 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41660522641
AVG_RMSE_PER_AREA:  1.27504264136
STD_RMSE:  0.190339555798
CV_RMSE:  0.171318759423
AVG_MAE:  1.17945882577
AVG_MAE_PER_AREA:  1.06159448558
STD_MAE:  0.13788406464
CV_MAE:  0.124105190849



ITERATION 6045 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.666111469
AVG_RMSE_PER_AREA:  3.55453205403
STD_RMSE:  46.6648667237
CV_RMSE:  3.63227258093
AVG_MAE:  20.7123154336
AVG_MAE_PER_AREA:  1.61219308485
STD_MAE:  10.9827731588
CV_MAE:  0.85487066841



ITERATION 6046 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.40994285383
AVG_RMSE_PER_AREA:  1.26904604544
STD_RMSE:  0.236887115467
CV_RMSE:  0.21321478121
AVG_MAE:  1.18048265147
AVG_MAE_PER_AREA:  1.06251599949
STD_MAE:  0.177894201187
CV_MAE:  0.160117079859



ITERATION 6047 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.7272035015
AVG_RMSE_PER_AREA:  3.40361247059
STD_RMSE:  47.9643514978
CV_RMSE:  3.73342111613
AVG_MAE:  20.6932957648
AVG_MAE_PER_AREA:  1.610712643
STD_MAE:  12.1443164389
CV_MAE:  0.945282194342



ITERATION 6048 OF 6498
HP:  18
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40998609206
AVG_RMSE_PER_AREA:  1.26908496284
STD_RMSE:  0.251301384911
CV_RMSE:  0.226188620247
AVG_MAE:  1.18170900619
AVG_MAE_PER_AREA:  1.06361980352
STD_MAE:  0.172186695285
CV_MAE:  0.154979929956



ITERATION 6049 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.5484042703
AVG_RMSE_PER_AREA:  4.47941900584
STD_RMSE:  31.7457343728
CV_RMSE:  2.47100588986
AVG_MAE:  20.487713365
AVG_MAE_PER_AREA:  1.5947106405
STD_MAE:  2.57936106914
CV_MAE:  0.20077079708



ITERATION 6050 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4335027915
AVG_RMSE_PER_AREA:  1.29025161817
STD_RMSE:  0.0382262251362
CV_RMSE:  0.0344062454087
AVG_MAE:  1.17798914578
AVG_MAE_PER_AREA:  1.06027167197
STD_MAE:  0.0240602834813
CV_MAE:  0.021655918551



ITERATION 6051 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.9125473326
AVG_RMSE_PER_AREA:  4.42992554572
STD_RMSE:  31.9677379068
CV_RMSE:  2.48828607099
AVG_MAE:  20.3693987532
AVG_MAE_PER_AREA:  1.585501337
STD_MAE:  3.67132941791
CV_MAE:  0.285766790231



ITERATION 6052 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44913376142
AVG_RMSE_PER_AREA:  1.30432057175
STD_RMSE:  0.0819737559332
CV_RMSE:  0.07378204763
AVG_MAE:  1.19742846241
AVG_MAE_PER_AREA:  1.07776840089
STD_MAE:  0.0759671445423
CV_MAE:  0.0683756821085



ITERATION 6053 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.1548007174
AVG_RMSE_PER_AREA:  4.13743226427
STD_RMSE:  37.7332465619
CV_RMSE:  2.93705835886
AVG_MAE:  19.8477709902
AVG_MAE_PER_AREA:  1.54489918051
STD_MAE:  5.31124194304
CV_MAE:  0.413413341446



ITERATION 6054 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44044744519
AVG_RMSE_PER_AREA:  1.29650228661
STD_RMSE:  0.0950067999772
CV_RMSE:  0.0855126883145
AVG_MAE:  1.18836673302
AVG_MAE_PER_AREA:  1.06961221795
STD_MAE:  0.0810857747371
CV_MAE:  0.0729828031625



ITERATION 6055 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.5916714946
AVG_RMSE_PER_AREA:  4.09359974145
STD_RMSE:  37.9799917661
CV_RMSE:  2.95626436764
AVG_MAE:  19.6313997744
AVG_MAE_PER_AREA:  1.52805740447
STD_MAE:  5.52357349216
CV_MAE:  0.429940680279



ITERATION 6056 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4432381298
AVG_RMSE_PER_AREA:  1.29901409569
STD_RMSE:  0.101191485729
CV_RMSE:  0.0910793330724
AVG_MAE:  1.18880246681
AVG_MAE_PER_AREA:  1.07000440849
STD_MAE:  0.0782295633657
CV_MAE:  0.0704120154629



ITERATION 6057 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.138094844
AVG_RMSE_PER_AREA:  3.90261967831
STD_RMSE:  41.4700299665
CV_RMSE:  3.2279199182
AVG_MAE:  19.6269223647
AVG_MAE_PER_AREA:  1.52770889447
STD_MAE:  7.16311752205
CV_MAE:  0.557558548776



ITERATION 6058 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44213422912
AVG_RMSE_PER_AREA:  1.29802050877
STD_RMSE:  0.138033507263
CV_RMSE:  0.124239699541
AVG_MAE:  1.19287172806
AVG_MAE_PER_AREA:  1.07366702494
STD_MAE:  0.0886292135936
CV_MAE:  0.0797724196522



ITERATION 6059 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.365791465
AVG_RMSE_PER_AREA:  3.84250557996
STD_RMSE:  42.5165906536
CV_RMSE:  3.30938149636
AVG_MAE:  19.6804309048
AVG_MAE_PER_AREA:  1.5318738609
STD_MAE:  7.82299769651
CV_MAE:  0.608921915538



ITERATION 6060 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45315322195
AVG_RMSE_PER_AREA:  1.30793836411
STD_RMSE:  0.13874498664
CV_RMSE:  0.124880080169
AVG_MAE:  1.20223116513
AVG_MAE_PER_AREA:  1.08209116538
STD_MAE:  0.093174430589
CV_MAE:  0.0838634291836



ITERATION 6061 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.9801134547
AVG_RMSE_PER_AREA:  3.65681057144
STD_RMSE:  44.6332267141
CV_RMSE:  3.47413497508
AVG_MAE:  19.6481178649
AVG_MAE_PER_AREA:  1.52935869742
STD_MAE:  8.81672292673
CV_MAE:  0.686270918334



ITERATION 6062 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44151121928
AVG_RMSE_PER_AREA:  1.29745975684
STD_RMSE:  0.169254374067
CV_RMSE:  0.152340638132
AVG_MAE:  1.1919714048
AVG_MAE_PER_AREA:  1.07285667177
STD_MAE:  0.103286398517
CV_MAE:  0.0929648994135



ITERATION 6063 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.6748021385
AVG_RMSE_PER_AREA:  3.47737109862
STD_RMSE:  47.2445022484
CV_RMSE:  3.67738991162
AVG_MAE:  19.5583322117
AVG_MAE_PER_AREA:  1.5223700143
STD_MAE:  10.7604639719
CV_MAE:  0.837566696043



ITERATION 6064 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43372088895
AVG_RMSE_PER_AREA:  1.29044792095
STD_RMSE:  0.218146310898
CV_RMSE:  0.196346761445
AVG_MAE:  1.18979571551
AVG_MAE_PER_AREA:  1.07089840099
STD_MAE:  0.154399506669
CV_MAE:  0.138970230477



ITERATION 6065 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.0909849897
AVG_RMSE_PER_AREA:  3.27625345182
STD_RMSE:  49.0227797957
CV_RMSE:  3.81580643843
AVG_MAE:  19.5126595349
AVG_MAE_PER_AREA:  1.51881497121
STD_MAE:  12.3642695098
CV_MAE:  0.962402772725



ITERATION 6066 OF 6498
HP:  18
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43055567838
AVG_RMSE_PER_AREA:  1.28759901261
STD_RMSE:  0.255096509953
CV_RMSE:  0.229604495162
AVG_MAE:  1.19470491986
AVG_MAE_PER_AREA:  1.0753170243
STD_MAE:  0.167860517005
CV_MAE:  0.151086070412



ITERATION 6067 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.8492763068
AVG_RMSE_PER_AREA:  4.34716327799
STD_RMSE:  32.3040455406
CV_RMSE:  2.51446338773
AVG_MAE:  19.4967722476
AVG_MAE_PER_AREA:  1.51757834584
STD_MAE:  2.69059365348
CV_MAE:  0.20942885387



ITERATION 6068 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42528285297
AVG_RMSE_PER_AREA:  1.2828531052
STD_RMSE:  0.0170327094895
CV_RMSE:  0.0153306161041
AVG_MAE:  1.17425415712
AVG_MAE_PER_AREA:  1.05690992396
STD_MAE:  0.0164858646537
CV_MAE:  0.0148384179455



ITERATION 6069 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.3034296513
AVG_RMSE_PER_AREA:  4.46035081484
STD_RMSE:  32.4157270484
CV_RMSE:  2.52315638756
AVG_MAE:  20.3954397145
AVG_MAE_PER_AREA:  1.5875282981
STD_MAE:  4.40123997002
CV_MAE:  0.342581140537



ITERATION 6070 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44429137854
AVG_RMSE_PER_AREA:  1.29996209238
STD_RMSE:  0.0736518518649
CV_RMSE:  0.0662917586302
AVG_MAE:  1.19586377011
AVG_MAE_PER_AREA:  1.07636006964
STD_MAE:  0.0667565497289
CV_MAE:  0.0600855099981



ITERATION 6071 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.8200021652
AVG_RMSE_PER_AREA:  4.26704723984
STD_RMSE:  37.0098954554
CV_RMSE:  2.88075457885
AVG_MAE:  20.7394563301
AVG_MAE_PER_AREA:  1.61430566206
STD_MAE:  5.43056845579
CV_MAE:  0.422701408698



ITERATION 6072 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44497264196
AVG_RMSE_PER_AREA:  1.30057527656
STD_RMSE:  0.0851923752683
CV_RMSE:  0.0766790275521
AVG_MAE:  1.18940498907
AVG_MAE_PER_AREA:  1.07054672018
STD_MAE:  0.0748704219993
CV_MAE:  0.0673885559975



ITERATION 6073 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.9828639894
AVG_RMSE_PER_AREA:  4.12404915388
STD_RMSE:  38.3346520338
CV_RMSE:  2.98387020596
AVG_MAE:  20.846503682
AVG_MAE_PER_AREA:  1.62263795118
STD_MAE:  6.24965700891
CV_MAE:  0.486457144045



ITERATION 6074 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4464458753
AVG_RMSE_PER_AREA:  1.30190128842
STD_RMSE:  0.0998700389411
CV_RMSE:  0.0898899396041
AVG_MAE:  1.20054597887
AVG_MAE_PER_AREA:  1.08057438124
STD_MAE:  0.0847725803125
CV_MAE:  0.0763011830693



ITERATION 6075 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  52.1416494555
AVG_RMSE_PER_AREA:  4.05857118939
STD_RMSE:  40.983583612
CV_RMSE:  3.1900561916
AVG_MAE:  21.1516766591
AVG_MAE_PER_AREA:  1.64639182674
STD_MAE:  7.55642014481
CV_MAE:  0.588172208108



ITERATION 6076 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4515484543
AVG_RMSE_PER_AREA:  1.30649396228
STD_RMSE:  0.14968599394
CV_RMSE:  0.13472774315
AVG_MAE:  1.20036545574
AVG_MAE_PER_AREA:  1.08041189794
STD_MAE:  0.104005517824
CV_MAE:  0.0936121565071



ITERATION 6077 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.2465580251
AVG_RMSE_PER_AREA:  3.91106217192
STD_RMSE:  42.088475197
CV_RMSE:  3.27605809605
AVG_MAE:  20.7261433484
AVG_MAE_PER_AREA:  1.61326941398
STD_MAE:  8.30349570443
CV_MAE:  0.64632263822



ITERATION 6078 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43749346425
AVG_RMSE_PER_AREA:  1.29384349954
STD_RMSE:  0.146672876341
CV_RMSE:  0.132015728998
AVG_MAE:  1.19143763846
AVG_MAE_PER_AREA:  1.07237624516
STD_MAE:  0.109894442142
CV_MAE:  0.0989125955259



ITERATION 6079 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.3114117908
AVG_RMSE_PER_AREA:  3.76043539206
STD_RMSE:  43.9905695978
CV_RMSE:  3.42411220663
AVG_MAE:  20.9000341425
AVG_MAE_PER_AREA:  1.62680462383
STD_MAE:  9.49685470941
CV_MAE:  0.739210617922



ITERATION 6080 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43446400569
AVG_RMSE_PER_AREA:  1.29111677739
STD_RMSE:  0.19419715994
CV_RMSE:  0.174790869848
AVG_MAE:  1.19587245246
AVG_MAE_PER_AREA:  1.07636788436
STD_MAE:  0.13937548069
CV_MAE:  0.125447568403



ITERATION 6081 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.1218858591
AVG_RMSE_PER_AREA:  3.59000835422
STD_RMSE:  46.5150264214
CV_RMSE:  3.62060939919
AVG_MAE:  20.8430326975
AVG_MAE_PER_AREA:  1.62236777871
STD_MAE:  11.102472419
CV_MAE:  0.864187749356



ITERATION 6082 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43088623961
AVG_RMSE_PER_AREA:  1.28789654057
STD_RMSE:  0.23846547588
CV_RMSE:  0.214635414703
AVG_MAE:  1.1997727544
AVG_MAE_PER_AREA:  1.07987842576
STD_MAE:  0.174184208296
CV_MAE:  0.156777829765



ITERATION 6083 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.9807791096
AVG_RMSE_PER_AREA:  3.42335014034
STD_RMSE:  47.9582296743
CV_RMSE:  3.73294460921
AVG_MAE:  20.7157693189
AVG_MAE_PER_AREA:  1.61246192634
STD_MAE:  12.2397292077
CV_MAE:  0.952708877591



ITERATION 6084 OF 6498
HP:  18
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4318495409
AVG_RMSE_PER_AREA:  1.28876357833
STD_RMSE:  0.262218513403
CV_RMSE:  0.23601479065
AVG_MAE:  1.20178124705
AVG_MAE_PER_AREA:  1.081686208
STD_MAE:  0.181734588648
CV_MAE:  0.163573694081



ITERATION 6085 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.5748633842
AVG_RMSE_PER_AREA:  4.32580368555
STD_RMSE:  32.4532946082
CV_RMSE:  2.5260805493
AVG_MAE:  19.2130776613
AVG_MAE_PER_AREA:  1.49549629269
STD_MAE:  2.81797466909
CV_MAE:  0.219343862801



ITERATION 6086 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41094625538
AVG_RMSE_PER_AREA:  1.2699491762
STD_RMSE:  0.0217154840215
CV_RMSE:  0.0195454369285
AVG_MAE:  1.16137284137
AVG_MAE_PER_AREA:  1.04531584923
STD_MAE:  0.00960312351319
CV_MAE:  0.00864347507786



ITERATION 6087 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.1051793888
AVG_RMSE_PER_AREA:  4.44491952696
STD_RMSE:  32.0993465322
CV_RMSE:  2.49853014614
AVG_MAE:  20.0854147166
AVG_MAE_PER_AREA:  1.56339675379
STD_MAE:  3.86871862796
CV_MAE:  0.301131056023



ITERATION 6088 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.42258112655
AVG_RMSE_PER_AREA:  1.28042136464
STD_RMSE:  0.0743726545692
CV_RMSE:  0.0669405308971
AVG_MAE:  1.17339505238
AVG_MAE_PER_AREA:  1.0561366703
STD_MAE:  0.0704050164236
CV_MAE:  0.0633693822617



ITERATION 6089 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.5340500108
AVG_RMSE_PER_AREA:  4.24478946343
STD_RMSE:  36.8487373316
CV_RMSE:  2.86821044714
AVG_MAE:  20.3583138079
AVG_MAE_PER_AREA:  1.58463851352
STD_MAE:  4.78816628039
CV_MAE:  0.372698484197



ITERATION 6090 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.42021158885
AVG_RMSE_PER_AREA:  1.27828861689
STD_RMSE:  0.0931063084466
CV_RMSE:  0.0838021145457
AVG_MAE:  1.1644963231
AVG_MAE_PER_AREA:  1.04812719873
STD_MAE:  0.0811411734198
CV_MAE:  0.073032665807



ITERATION 6091 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.4937592309
AVG_RMSE_PER_AREA:  4.08597850399
STD_RMSE:  38.6909393861
CV_RMSE:  3.01160269234
AVG_MAE:  20.2963431621
AVG_MAE_PER_AREA:  1.57981487866
STD_MAE:  5.92551297139
CV_MAE:  0.46122661019



ITERATION 6092 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.41841404658
AVG_RMSE_PER_AREA:  1.27667070457
STD_RMSE:  0.114992595237
CV_RMSE:  0.103501285774
AVG_MAE:  1.16654626661
AVG_MAE_PER_AREA:  1.04997228962
STD_MAE:  0.0939466385235
CV_MAE:  0.0845584697115



ITERATION 6093 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.2611973248
AVG_RMSE_PER_AREA:  3.99003907181
STD_RMSE:  41.1150713584
CV_RMSE:  3.20029085783
AVG_MAE:  20.3310255782
AVG_MAE_PER_AREA:  1.58251446826
STD_MAE:  7.22221556345
CV_MAE:  0.56215858753



ITERATION 6094 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.41807813581
AVG_RMSE_PER_AREA:  1.27636836166
STD_RMSE:  0.146951948906
CV_RMSE:  0.1322669136
AVG_MAE:  1.16551754753
AVG_MAE_PER_AREA:  1.04904637132
STD_MAE:  0.103554238435
CV_MAE:  0.0932059738574



ITERATION 6095 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.6695306137
AVG_RMSE_PER_AREA:  3.86614785003
STD_RMSE:  42.4144846942
CV_RMSE:  3.30143383246
AVG_MAE:  19.9703664303
AVG_MAE_PER_AREA:  1.55444169262
STD_MAE:  7.84037354396
CV_MAE:  0.61027440658



ITERATION 6096 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.41441629038
AVG_RMSE_PER_AREA:  1.27307244761
STD_RMSE:  0.151795875313
CV_RMSE:  0.136626782253
AVG_MAE:  1.16208917639
AVG_MAE_PER_AREA:  1.04596060027
STD_MAE:  0.116122097951
CV_MAE:  0.104517916306



ITERATION 6097 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.2607319646
AVG_RMSE_PER_AREA:  3.67865319076
STD_RMSE:  44.6053891574
CV_RMSE:  3.47196817163
AVG_MAE:  20.0337337379
AVG_MAE_PER_AREA:  1.55937404002
STD_MAE:  9.52292076721
CV_MAE:  0.741239532471



ITERATION 6098 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.40738250855
AVG_RMSE_PER_AREA:  1.26674155768
STD_RMSE:  0.208277247626
CV_RMSE:  0.187463922198
AVG_MAE:  1.16411005466
AVG_MAE_PER_AREA:  1.04777953043
STD_MAE:  0.148886996185
CV_MAE:  0.134008589932



ITERATION 6099 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.0202027696
AVG_RMSE_PER_AREA:  3.50425619077
STD_RMSE:  47.2842406809
CV_RMSE:  3.68048304846
AVG_MAE:  20.0758264488
AVG_MAE_PER_AREA:  1.56265042781
STD_MAE:  11.0908538039
CV_MAE:  0.8632833864



ITERATION 6100 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.40357116156
AVG_RMSE_PER_AREA:  1.26331108188
STD_RMSE:  0.248685554897
CV_RMSE:  0.223834192388
AVG_MAE:  1.16779967251
AVG_MAE_PER_AREA:  1.05110044158
STD_MAE:  0.183269059108
CV_MAE:  0.16495482358



ITERATION 6101 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.1532616683
AVG_RMSE_PER_AREA:  3.35893832213
STD_RMSE:  48.455377941
CV_RMSE:  3.77164134499
AVG_MAE:  20.0360926371
AVG_MAE_PER_AREA:  1.55955765064
STD_MAE:  11.8975924898
CV_MAE:  0.926077840007



ITERATION 6102 OF 6498
HP:  18
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40710526547
AVG_RMSE_PER_AREA:  1.26649201974
STD_RMSE:  0.269101645033
CV_RMSE:  0.242210084985
AVG_MAE:  1.17181037731
AVG_MAE_PER_AREA:  1.05471035318
STD_MAE:  0.183902292261
CV_MAE:  0.165524777197



ITERATION 6103 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.6540031955
AVG_RMSE_PER_AREA:  4.48763855317
STD_RMSE:  31.625415167
CV_RMSE:  2.46164055395
AVG_MAE:  20.5455429531
AVG_MAE_PER_AREA:  1.59921194612
STD_MAE:  2.46073867511
CV_MAE:  0.191537536608



ITERATION 6104 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42998952963
AVG_RMSE_PER_AREA:  1.28708943959
STD_RMSE:  0.0381480780216
CV_RMSE:  0.0343359076029
AVG_MAE:  1.17640557033
AVG_MAE_PER_AREA:  1.05884634459
STD_MAE:  0.0243242119625
CV_MAE:  0.0218934724309



ITERATION 6105 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.4322506639
AVG_RMSE_PER_AREA:  4.47037790942
STD_RMSE:  31.4739617549
CV_RMSE:  2.44985181191
AVG_MAE:  20.6270835719
AVG_MAE_PER_AREA:  1.60555885708
STD_MAE:  3.58349965127
CV_MAE:  0.278930348267



ITERATION 6106 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44754419048
AVG_RMSE_PER_AREA:  1.30288984801
STD_RMSE:  0.0828502916506
CV_RMSE:  0.0745709903753
AVG_MAE:  1.19947660603
AVG_MAE_PER_AREA:  1.07961187175
STD_MAE:  0.0761159725702
CV_MAE:  0.068509637623



ITERATION 6107 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.3204837746
AVG_RMSE_PER_AREA:  4.15032860509
STD_RMSE:  37.6179155996
CV_RMSE:  2.92808129493
AVG_MAE:  19.9652265475
AVG_MAE_PER_AREA:  1.55404161743
STD_MAE:  5.21122934992
CV_MAE:  0.405628619765



ITERATION 6108 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44920253976
AVG_RMSE_PER_AREA:  1.30438247701
STD_RMSE:  0.0939776864305
CV_RMSE:  0.0845864149743
AVG_MAE:  1.19607495003
AVG_MAE_PER_AREA:  1.07655014617
STD_MAE:  0.0787625760032
CV_MAE:  0.0708917636867



ITERATION 6109 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.9730832905
AVG_RMSE_PER_AREA:  4.12328784956
STD_RMSE:  37.7099293374
CV_RMSE:  2.9352434064
AVG_MAE:  19.8839653865
AVG_MAE_PER_AREA:  1.54771645875
STD_MAE:  5.19379092761
CV_MAE:  0.404271258057



ITERATION 6110 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.45066468608
AVG_RMSE_PER_AREA:  1.30569850979
STD_RMSE:  0.107874169183
CV_RMSE:  0.0970942101904
AVG_MAE:  1.196839566
AVG_MAE_PER_AREA:  1.07723835341
STD_MAE:  0.0822140345239
CV_MAE:  0.0739983149733



ITERATION 6111 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  49.9106779649
AVG_RMSE_PER_AREA:  3.88491813639
STD_RMSE:  41.573996635
CV_RMSE:  3.23601241488
AVG_MAE:  19.5722736719
AVG_MAE_PER_AREA:  1.52345518151
STD_MAE:  7.27478183362
CV_MAE:  0.566250210098



ITERATION 6112 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44601326791
AVG_RMSE_PER_AREA:  1.30151191186
STD_RMSE:  0.142766648697
CV_RMSE:  0.12849985406
AVG_MAE:  1.19828387226
AVG_MAE_PER_AREA:  1.07853832889
STD_MAE:  0.0951950493012
CV_MAE:  0.0856821257208



ITERATION 6113 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.339449627
AVG_RMSE_PER_AREA:  3.8404551994
STD_RMSE:  42.3880207786
CV_RMSE:  3.29937394969
AVG_MAE:  19.6057156673
AVG_MAE_PER_AREA:  1.52605821998
STD_MAE:  7.5656248358
CV_MAE:  0.588888677458



ITERATION 6114 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.45015776353
AVG_RMSE_PER_AREA:  1.30524224444
STD_RMSE:  0.143684227913
CV_RMSE:  0.129325738791
AVG_MAE:  1.20247007451
AVG_MAE_PER_AREA:  1.08230620033
STD_MAE:  0.0990048281013
CV_MAE:  0.0891111900316



ITERATION 6115 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.0780409086
AVG_RMSE_PER_AREA:  3.66443299129
STD_RMSE:  44.5910611706
CV_RMSE:  3.47085291818
AVG_MAE:  19.7938895425
AVG_MAE_PER_AREA:  1.54070518793
STD_MAE:  8.82021691286
CV_MAE:  0.686542881181



ITERATION 6116 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44567344973
AVG_RMSE_PER_AREA:  1.301206052
STD_RMSE:  0.175320095392
CV_RMSE:  0.157800206681
AVG_MAE:  1.19766431548
AVG_MAE_PER_AREA:  1.07798068496
STD_MAE:  0.108499132111
CV_MAE:  0.0976567200327



ITERATION 6117 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.894577096
AVG_RMSE_PER_AREA:  3.49447781312
STD_RMSE:  47.2006783072
CV_RMSE:  3.67397876933
AVG_MAE:  19.7336963551
AVG_MAE_PER_AREA:  1.53601990584
STD_MAE:  10.8043041288
CV_MAE:  0.840979100518



ITERATION 6118 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43656538363
AVG_RMSE_PER_AREA:  1.29300816282
STD_RMSE:  0.220782424581
CV_RMSE:  0.198719446009
AVG_MAE:  1.19329466164
AVG_MAE_PER_AREA:  1.0740476944
STD_MAE:  0.157375501545
CV_MAE:  0.141648831612



ITERATION 6119 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.1747175752
AVG_RMSE_PER_AREA:  3.2827709798
STD_RMSE:  49.0073915169
CV_RMSE:  3.81460865459
AVG_MAE:  19.5616737316
AVG_MAE_PER_AREA:  1.52263010957
STD_MAE:  12.3492036474
CV_MAE:  0.961230084948



ITERATION 6120 OF 6498
HP:  18
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43138940437
AVG_RMSE_PER_AREA:  1.28834942364
STD_RMSE:  0.258811471372
CV_RMSE:  0.232948217275
AVG_MAE:  1.19572094693
AVG_MAE_PER_AREA:  1.07623151891
STD_MAE:  0.170025442175
CV_MAE:  0.153034652738



ITERATION 6121 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.3985681452
AVG_RMSE_PER_AREA:  4.23424390528
STD_RMSE:  32.9937187885
CV_RMSE:  2.56814577031
AVG_MAE:  19.267469113
AVG_MAE_PER_AREA:  1.49972998267
STD_MAE:  3.81967795046
CV_MAE:  0.297313856473



ITERATION 6122 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42967781702
AVG_RMSE_PER_AREA:  1.2868088767
STD_RMSE:  0.0208950834418
CV_RMSE:  0.018807019688
AVG_MAE:  1.17396474617
AVG_MAE_PER_AREA:  1.0566494341
STD_MAE:  0.00782118819811
CV_MAE:  0.00703961009943



ITERATION 6123 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.2167277572
AVG_RMSE_PER_AREA:  4.29792733425
STD_RMSE:  33.314724985
CV_RMSE:  2.59313206273
AVG_MAE:  19.5811425297
AVG_MAE_PER_AREA:  1.52414551047
STD_MAE:  4.69012189843
CV_MAE:  0.365066962984



ITERATION 6124 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44684585767
AVG_RMSE_PER_AREA:  1.3022613002
STD_RMSE:  0.0986291698917
CV_RMSE:  0.0887730716716
AVG_MAE:  1.18609142029
AVG_MAE_PER_AREA:  1.06756427919
STD_MAE:  0.092509240655
CV_MAE:  0.0832647122547



ITERATION 6125 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.3659160548
AVG_RMSE_PER_AREA:  4.07602752167
STD_RMSE:  37.9696023191
CV_RMSE:  2.95545567994
AVG_MAE:  19.5888469585
AVG_MAE_PER_AREA:  1.5247452033
STD_MAE:  5.8324464723
CV_MAE:  0.453982554509



ITERATION 6126 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44231238483
AVG_RMSE_PER_AREA:  1.29818086122
STD_RMSE:  0.0933658658381
CV_RMSE:  0.0840357341427
AVG_MAE:  1.17821158594
AVG_MAE_PER_AREA:  1.0604718835
STD_MAE:  0.0781159280015
CV_MAE:  0.0703097357789



ITERATION 6127 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.4097128584
AVG_RMSE_PER_AREA:  4.00159913698
STD_RMSE:  38.453040498
CV_RMSE:  2.99308525793
AVG_MAE:  19.5890718895
AVG_MAE_PER_AREA:  1.52476271134
STD_MAE:  6.61470760932
CV_MAE:  0.514871738999



ITERATION 6128 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.4396756802
AVG_RMSE_PER_AREA:  1.29580764476
STD_RMSE:  0.113554806887
CV_RMSE:  0.102207176857
AVG_MAE:  1.17586244302
AVG_MAE_PER_AREA:  1.05835749247
STD_MAE:  0.0953083249046
CV_MAE:  0.0857840815953



ITERATION 6129 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.127477378
AVG_RMSE_PER_AREA:  3.90179324221
STD_RMSE:  41.7529217744
CV_RMSE:  3.24993948515
AVG_MAE:  19.7790869574
AVG_MAE_PER_AREA:  1.53955299298
STD_MAE:  7.49404821706
CV_MAE:  0.583317338505



ITERATION 6130 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43746035853
AVG_RMSE_PER_AREA:  1.2938137021
STD_RMSE:  0.147426117646
CV_RMSE:  0.132693698248
AVG_MAE:  1.17803785926
AVG_MAE_PER_AREA:  1.06031551748
STD_MAE:  0.101336715469
CV_MAE:  0.0912100498787



ITERATION 6131 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.2389750362
AVG_RMSE_PER_AREA:  3.75479710236
STD_RMSE:  42.7413524543
CV_RMSE:  3.32687637384
AVG_MAE:  19.6565248227
AVG_MAE_PER_AREA:  1.53001307327
STD_MAE:  8.83317606559
CV_MAE:  0.687551588126



ITERATION 6132 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43723482068
AVG_RMSE_PER_AREA:  1.29361070245
STD_RMSE:  0.14981529082
CV_RMSE:  0.134844119281
AVG_MAE:  1.17751658396
AVG_MAE_PER_AREA:  1.05984633367
STD_MAE:  0.110457810281
CV_MAE:  0.0994196657998



ITERATION 6133 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.2039676035
AVG_RMSE_PER_AREA:  3.51855997034
STD_RMSE:  45.3313776784
CV_RMSE:  3.52847724117
AVG_MAE:  19.4615762216
AVG_MAE_PER_AREA:  1.51483877817
STD_MAE:  10.5775193922
CV_MAE:  0.823326762941



ITERATION 6134 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42621488025
AVG_RMSE_PER_AREA:  1.28369199419
STD_RMSE:  0.194532421247
CV_RMSE:  0.175092628203
AVG_MAE:  1.17530042733
AVG_MAE_PER_AREA:  1.05785163949
STD_MAE:  0.136380374246
CV_MAE:  0.122751765536



ITERATION 6135 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.4940974047
AVG_RMSE_PER_AREA:  3.38546809467
STD_RMSE:  48.0316843048
CV_RMSE:  3.73866212775
AVG_MAE:  19.6966183978
AVG_MAE_PER_AREA:  1.53313385351
STD_MAE:  12.1182837721
CV_MAE:  0.943255878859



ITERATION 6136 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42314891849
AVG_RMSE_PER_AREA:  1.28093241664
STD_RMSE:  0.23271401998
CV_RMSE:  0.209458706764
AVG_MAE:  1.17398333605
AVG_MAE_PER_AREA:  1.05666616627
STD_MAE:  0.175596270911
CV_MAE:  0.158048783742



ITERATION 6137 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.312872033
AVG_RMSE_PER_AREA:  3.29352456562
STD_RMSE:  48.83321394
CV_RMSE:  3.80105112232
AVG_MAE:  19.79452889
AVG_MAE_PER_AREA:  1.54075495309
STD_MAE:  12.4480990841
CV_MAE:  0.968927850057



ITERATION 6138 OF 6498
HP:  18
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41618422242
AVG_RMSE_PER_AREA:  1.27466370867
STD_RMSE:  0.273111382587
CV_RMSE:  0.245819125999
AVG_MAE:  1.17428532154
AVG_MAE_PER_AREA:  1.0569379741
STD_MAE:  0.184837379578
CV_MAE:  0.166366420431



ITERATION 6139 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.0678301
AVG_RMSE_PER_AREA:  4.28633752557
STD_RMSE:  32.3622192123
CV_RMSE:  2.51899147594
AVG_MAE:  19.3711417803
AVG_MAE_PER_AREA:  1.50779959507
STD_MAE:  3.70734973615
CV_MAE:  0.288570518679



ITERATION 6140 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43183070117
AVG_RMSE_PER_AREA:  1.28874662127
STD_RMSE:  0.020318818636
CV_RMSE:  0.0182883415224
AVG_MAE:  1.17464281311
AVG_MAE_PER_AREA:  1.05725974123
STD_MAE:  0.00789274715196
CV_MAE:  0.00710401810516



ITERATION 6141 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.4059167697
AVG_RMSE_PER_AREA:  4.31265331787
STD_RMSE:  33.1175204441
CV_RMSE:  2.57778217111
AVG_MAE:  19.715045712
AVG_MAE_PER_AREA:  1.534568188
STD_MAE:  4.55215637327
CV_MAE:  0.354328083194



ITERATION 6142 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44594076022
AVG_RMSE_PER_AREA:  1.30144664992
STD_RMSE:  0.0951756499991
CV_RMSE:  0.0856646650077
AVG_MAE:  1.18514587075
AVG_MAE_PER_AREA:  1.06671321923
STD_MAE:  0.0887884296219
CV_MAE:  0.0799157250851



ITERATION 6143 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.3597700645
AVG_RMSE_PER_AREA:  4.07554913368
STD_RMSE:  37.9661770617
CV_RMSE:  2.95518906676
AVG_MAE:  19.5464838273
AVG_MAE_PER_AREA:  1.52144776668
STD_MAE:  5.8596193597
CV_MAE:  0.456097621813



ITERATION 6144 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44128024143
AVG_RMSE_PER_AREA:  1.29725186081
STD_RMSE:  0.0959815328167
CV_RMSE:  0.0863900152587
AVG_MAE:  1.17561614026
AVG_MAE_PER_AREA:  1.05813580295
STD_MAE:  0.0791144290317
CV_MAE:  0.0712084557378



ITERATION 6145 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.7925197797
AVG_RMSE_PER_AREA:  4.03139583805
STD_RMSE:  38.6961689776
CV_RMSE:  3.01200975022
AVG_MAE:  19.7077313414
AVG_MAE_PER_AREA:  1.53399885631
STD_MAE:  6.59125695937
CV_MAE:  0.513046401035



ITERATION 6146 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44113194826
AVG_RMSE_PER_AREA:  1.2971183867
STD_RMSE:  0.118460587064
CV_RMSE:  0.10662271818
AVG_MAE:  1.17395263127
AVG_MAE_PER_AREA:  1.05663852986
STD_MAE:  0.0995472115632
CV_MAE:  0.0895993726452



ITERATION 6147 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.0881628688
AVG_RMSE_PER_AREA:  3.89873310246
STD_RMSE:  41.7836388339
CV_RMSE:  3.25233042165
AVG_MAE:  19.7343882604
AVG_MAE_PER_AREA:  1.53607376196
STD_MAE:  7.54866240367
CV_MAE:  0.587568365594



ITERATION 6148 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43688984981
AVG_RMSE_PER_AREA:  1.29330020481
STD_RMSE:  0.151154719772
CV_RMSE:  0.13604969794
AVG_MAE:  1.1755851203
AVG_MAE_PER_AREA:  1.05810788284
STD_MAE:  0.105572953302
CV_MAE:  0.0950229568024



ITERATION 6149 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.4666091966
AVG_RMSE_PER_AREA:  3.77251555689
STD_RMSE:  43.0957857365
CV_RMSE:  3.3544645442
AVG_MAE:  19.7041081023
AVG_MAE_PER_AREA:  1.53371683274
STD_MAE:  8.93030115143
CV_MAE:  0.695111553705



ITERATION 6150 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44015146932
AVG_RMSE_PER_AREA:  1.29623588787
STD_RMSE:  0.153010955566
CV_RMSE:  0.137720438487
AVG_MAE:  1.17644178379
AVG_MAE_PER_AREA:  1.05887893921
STD_MAE:  0.113431168658
CV_MAE:  0.102095893904



ITERATION 6151 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.370239293
AVG_RMSE_PER_AREA:  3.53150212878
STD_RMSE:  45.6987808737
CV_RMSE:  3.55707495603
AVG_MAE:  19.42448338
AVG_MAE_PER_AREA:  1.51195156728
STD_MAE:  10.6445128833
CV_MAE:  0.828541363083



ITERATION 6152 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42825921617
AVG_RMSE_PER_AREA:  1.28553203785
STD_RMSE:  0.196553834374
CV_RMSE:  0.176912039768
AVG_MAE:  1.17317185246
AVG_MAE_PER_AREA:  1.05593577494
STD_MAE:  0.138297439458
CV_MAE:  0.124477256764



ITERATION 6153 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.5181854619
AVG_RMSE_PER_AREA:  3.38734304677
STD_RMSE:  48.0350106586
CV_RMSE:  3.73892104252
AVG_MAE:  19.7058033974
AVG_MAE_PER_AREA:  1.53384879012
STD_MAE:  12.1868378111
CV_MAE:  0.94859194802



ITERATION 6154 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42376570495
AVG_RMSE_PER_AREA:  1.2814875671
STD_RMSE:  0.233897399165
CV_RMSE:  0.210523829843
AVG_MAE:  1.17274233294
AVG_MAE_PER_AREA:  1.05554917768
STD_MAE:  0.178814258415
CV_MAE:  0.160945194973



ITERATION 6155 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.4362073926
AVG_RMSE_PER_AREA:  3.30312467115
STD_RMSE:  48.7743406402
CV_RMSE:  3.79646857687
AVG_MAE:  19.8058976342
AVG_MAE_PER_AREA:  1.54163986674
STD_MAE:  12.4232159238
CV_MAE:  0.966991009193



ITERATION 6156 OF 6498
HP:  18
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41824623018
AVG_RMSE_PER_AREA:  1.27651965821
STD_RMSE:  0.270541880109
CV_RMSE:  0.243506396124
AVG_MAE:  1.17237510316
AVG_MAE_PER_AREA:  1.05521864549
STD_MAE:  0.183764746169
CV_MAE:  0.165400976205



ITERATION 6157 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.1457545474
AVG_RMSE_PER_AREA:  4.4480777924
STD_RMSE:  32.2131255943
CV_RMSE:  2.50738641417
AVG_MAE:  21.4019247777
AVG_MAE_PER_AREA:  1.6658704933
STD_MAE:  3.54884523613
CV_MAE:  0.276232938186



ITERATION 6158 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.46451381664
AVG_RMSE_PER_AREA:  1.31816368475
STD_RMSE:  0.0270328843611
CV_RMSE:  0.0243314648548
AVG_MAE:  1.2115734021
AVG_MAE_PER_AREA:  1.09049982452
STD_MAE:  0.0115959848608
CV_MAE:  0.010437188068



ITERATION 6159 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.8616105372
AVG_RMSE_PER_AREA:  4.50379817191
STD_RMSE:  31.6532152135
CV_RMSE:  2.4638044377
AVG_MAE:  21.0243495735
AVG_MAE_PER_AREA:  1.63648101558
STD_MAE:  3.85236695185
CV_MAE:  0.299858283829



ITERATION 6160 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45308457352
AVG_RMSE_PER_AREA:  1.30787657578
STD_RMSE:  0.0763754949429
CV_RMSE:  0.0687432257006
AVG_MAE:  1.20387502085
AVG_MAE_PER_AREA:  1.08357074917
STD_MAE:  0.0700255673689
CV_MAE:  0.063027851879



ITERATION 6161 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.8956977186
AVG_RMSE_PER_AREA:  4.27293918602
STD_RMSE:  36.8328427921
CV_RMSE:  2.86697325728
AVG_MAE:  21.1642461021
AVG_MAE_PER_AREA:  1.64737019968
STD_MAE:  4.77094080092
CV_MAE:  0.371357697409



ITERATION 6162 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.45924316397
AVG_RMSE_PER_AREA:  1.31341973296
STD_RMSE:  0.0788370983612
CV_RMSE:  0.070958838961
AVG_MAE:  1.21017537247
AVG_MAE_PER_AREA:  1.08924150121
STD_MAE:  0.0666404473458
CV_MAE:  0.0599810098266



ITERATION 6163 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.8732563319
AVG_RMSE_PER_AREA:  4.11551757719
STD_RMSE:  38.1311029344
CV_RMSE:  2.9680264703
AVG_MAE:  20.8907066188
AVG_MAE_PER_AREA:  1.6260785935
STD_MAE:  5.98886839342
CV_MAE:  0.466158032444



ITERATION 6164 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44947672029
AVG_RMSE_PER_AREA:  1.30462925845
STD_RMSE:  0.107351556636
CV_RMSE:  0.0966238227672
AVG_MAE:  1.20688220563
AVG_MAE_PER_AREA:  1.08627742338
STD_MAE:  0.100271838329
CV_MAE:  0.0902515868314



ITERATION 6165 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.9374057411
AVG_RMSE_PER_AREA:  4.0426733867
STD_RMSE:  40.8624938115
CV_RMSE:  3.18063087459
AVG_MAE:  21.3978160673
AVG_MAE_PER_AREA:  1.66555068191
STD_MAE:  6.98236111226
CV_MAE:  0.543488937156



ITERATION 6166 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44704619998
AVG_RMSE_PER_AREA:  1.30244162213
STD_RMSE:  0.140028674001
CV_RMSE:  0.126035487542
AVG_MAE:  1.20558647869
AVG_MAE_PER_AREA:  1.08511117955
STD_MAE:  0.101971711482
CV_MAE:  0.0917815901907



ITERATION 6167 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.774137531
AVG_RMSE_PER_AREA:  3.87429018203
STD_RMSE:  42.6601649138
CV_RMSE:  3.32055694559
AVG_MAE:  20.8416318844
AVG_MAE_PER_AREA:  1.62225874304
STD_MAE:  8.41006751354
CV_MAE:  0.654617912316



ITERATION 6168 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44936847022
AVG_RMSE_PER_AREA:  1.30453182589
STD_RMSE:  0.16139205498
CV_RMSE:  0.145264007389
AVG_MAE:  1.21051718558
AVG_MAE_PER_AREA:  1.08954915663
STD_MAE:  0.119559264799
CV_MAE:  0.107611604099



ITERATION 6169 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.1573059102
AVG_RMSE_PER_AREA:  3.74844018874
STD_RMSE:  44.1438577645
CV_RMSE:  3.43604376123
AVG_MAE:  21.3211639098
AVG_MAE_PER_AREA:  1.65958427614
STD_MAE:  9.1266132365
CV_MAE:  0.710391978872



ITERATION 6170 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.45150999684
AVG_RMSE_PER_AREA:  1.30645934791
STD_RMSE:  0.179774198038
CV_RMSE:  0.161809206999
AVG_MAE:  1.21566276073
AVG_MAE_PER_AREA:  1.09418053001
STD_MAE:  0.136089543909
CV_MAE:  0.122489998126



ITERATION 6171 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.6955940183
AVG_RMSE_PER_AREA:  3.55682689944
STD_RMSE:  46.9623465498
CV_RMSE:  3.65542764151
AVG_MAE:  21.0591439857
AVG_MAE_PER_AREA:  1.63918932266
STD_MAE:  10.8732196952
CV_MAE:  0.846343310033



ITERATION 6172 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42840563589
AVG_RMSE_PER_AREA:  1.28566382572
STD_RMSE:  0.225091527296
CV_RMSE:  0.202597936364
AVG_MAE:  1.19416077218
AVG_MAE_PER_AREA:  1.07482725377
STD_MAE:  0.16946657461
CV_MAE:  0.152531633291



ITERATION 6173 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.1819208672
AVG_RMSE_PER_AREA:  3.36116908008
STD_RMSE:  48.3537971123
CV_RMSE:  3.7637345559
AVG_MAE:  20.5883548448
AVG_MAE_PER_AREA:  1.60254431309
STD_MAE:  11.7068522247
CV_MAE:  0.911231110905



ITERATION 6174 OF 6498
HP:  19
FEATURES:  FFMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43670494793
AVG_RMSE_PER_AREA:  1.29313378034
STD_RMSE:  0.255200320288
CV_RMSE:  0.22969793164
AVG_MAE:  1.20865056606
AVG_MAE_PER_AREA:  1.08786907002
STD_MAE:  0.177822566322
CV_MAE:  0.160052603527



ITERATION 6175 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.5661233578
AVG_RMSE_PER_AREA:  4.3251233845
STD_RMSE:  32.5414009996
CV_RMSE:  2.53293852302
AVG_MAE:  19.4766989527
AVG_MAE_PER_AREA:  1.51601589246
STD_MAE:  2.74657865271
CV_MAE:  0.21378658147



ITERATION 6176 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43023920175
AVG_RMSE_PER_AREA:  1.28731416176
STD_RMSE:  0.0186517910482
CV_RMSE:  0.0167879014428
AVG_MAE:  1.17888331952
AVG_MAE_PER_AREA:  1.06107649016
STD_MAE:  0.0146770050527
CV_MAE:  0.0132103192484



ITERATION 6177 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.0570869072
AVG_RMSE_PER_AREA:  4.44117613252
STD_RMSE:  32.5628180711
CV_RMSE:  2.53460557249
AVG_MAE:  20.404552435
AVG_MAE_PER_AREA:  1.58823760871
STD_MAE:  4.29507484564
CV_MAE:  0.334317521729



ITERATION 6178 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44312281111
AVG_RMSE_PER_AREA:  1.2989103009
STD_RMSE:  0.0669851610639
CV_RMSE:  0.0602912760048
AVG_MAE:  1.19367001983
AVG_MAE_PER_AREA:  1.07438554273
STD_MAE:  0.0587812734613
CV_MAE:  0.0529072099832



ITERATION 6179 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.4922856691
AVG_RMSE_PER_AREA:  4.24153863504
STD_RMSE:  37.1801656525
CV_RMSE:  2.89400797078
AVG_MAE:  20.7028562103
AVG_MAE_PER_AREA:  1.61145680336
STD_MAE:  5.65044780662
CV_MAE:  0.439816248902



ITERATION 6180 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44618915119
AVG_RMSE_PER_AREA:  1.30167021896
STD_RMSE:  0.0838869530141
CV_RMSE:  0.0755040572725
AVG_MAE:  1.19534423464
AVG_MAE_PER_AREA:  1.0758924518
STD_MAE:  0.0813630948496
CV_MAE:  0.0732324104364



ITERATION 6181 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.6005536599
AVG_RMSE_PER_AREA:  4.09429110623
STD_RMSE:  38.4386104194
CV_RMSE:  2.99196205792
AVG_MAE:  20.6796554908
AVG_MAE_PER_AREA:  1.60965091933
STD_MAE:  6.28464653554
CV_MAE:  0.489180638338



ITERATION 6182 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43479247319
AVG_RMSE_PER_AREA:  1.29141242085
STD_RMSE:  0.101152639175
CV_RMSE:  0.0910443684878
AVG_MAE:  1.19263711809
AVG_MAE_PER_AREA:  1.07345585975
STD_MAE:  0.0913269885302
CV_MAE:  0.082200603607



ITERATION 6183 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.5084773571
AVG_RMSE_PER_AREA:  4.00928671022
STD_RMSE:  41.2160958829
CV_RMSE:  3.20815434564
AVG_MAE:  20.7502611336
AVG_MAE_PER_AREA:  1.61514668003
STD_MAE:  7.58603374598
CV_MAE:  0.590477254262



ITERATION 6184 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4349316772
AVG_RMSE_PER_AREA:  1.29153771408
STD_RMSE:  0.145925328591
CV_RMSE:  0.131342884341
AVG_MAE:  1.18851834678
AVG_MAE_PER_AREA:  1.06974868081
STD_MAE:  0.102947599457
CV_MAE:  0.092659956837



ITERATION 6185 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.6523472174
AVG_RMSE_PER_AREA:  3.86481033889
STD_RMSE:  42.4011418058
CV_RMSE:  3.30039525652
AVG_MAE:  20.3984179986
AVG_MAE_PER_AREA:  1.58776012003
STD_MAE:  8.36602588944
CV_MAE:  0.651189826159



ITERATION 6186 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42815638039
AVG_RMSE_PER_AREA:  1.28543947854
STD_RMSE:  0.147032070961
CV_RMSE:  0.132339028989
AVG_MAE:  1.18702727328
AVG_MAE_PER_AREA:  1.06840661158
STD_MAE:  0.112914512201
CV_MAE:  0.101630867373



ITERATION 6187 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.6324162756
AVG_RMSE_PER_AREA:  3.7075841366
STD_RMSE:  44.2228073969
CV_RMSE:  3.4421889965
AVG_MAE:  20.5599837535
AVG_MAE_PER_AREA:  1.60033598069
STD_MAE:  9.54168611502
CV_MAE:  0.742700178629



ITERATION 6188 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41930185373
AVG_RMSE_PER_AREA:  1.27746979239
STD_RMSE:  0.182044697303
CV_RMSE:  0.163852813309
AVG_MAE:  1.18732275563
AVG_MAE_PER_AREA:  1.06867256612
STD_MAE:  0.132055088291
CV_MAE:  0.118858709146



ITERATION 6189 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.7290138006
AVG_RMSE_PER_AREA:  3.55942820889
STD_RMSE:  46.62173988
CV_RMSE:  3.62891569891
AVG_MAE:  20.6897030955
AVG_MAE_PER_AREA:  1.6104329989
STD_MAE:  10.9353705795
CV_MAE:  0.851180974184



ITERATION 6190 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41973438881
AVG_RMSE_PER_AREA:  1.27785910386
STD_RMSE:  0.22609435221
CV_RMSE:  0.203500548117
AVG_MAE:  1.19304753435
AVG_MAE_PER_AREA:  1.07382526276
STD_MAE:  0.168725582409
CV_MAE:  0.151864689082



ITERATION 6191 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.6762838127
AVG_RMSE_PER_AREA:  3.39964901366
STD_RMSE:  48.0086971408
CV_RMSE:  3.73687286633
AVG_MAE:  20.5572707826
AVG_MAE_PER_AREA:  1.60012481006
STD_MAE:  12.0734622438
CV_MAE:  0.939767086979



ITERATION 6192 OF 6498
HP:  19
FEATURES:  DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41561935884
AVG_RMSE_PER_AREA:  1.27415529239
STD_RMSE:  0.247797293683
CV_RMSE:  0.223034695885
AVG_MAE:  1.19104588573
AVG_MAE_PER_AREA:  1.07202364062
STD_MAE:  0.169637710813
CV_MAE:  0.152685667707



ITERATION 6193 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.5917233249
AVG_RMSE_PER_AREA:  4.2492786051
STD_RMSE:  33.000083638
CV_RMSE:  2.56864119374
AVG_MAE:  18.6109049568
AVG_MAE_PER_AREA:  1.4486247262
STD_MAE:  3.41677911306
CV_MAE:  0.265953252603



ITERATION 6194 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42969377692
AVG_RMSE_PER_AREA:  1.28682324171
STD_RMSE:  0.033931740845
CV_RMSE:  0.0305409126457
AVG_MAE:  1.18288871454
AVG_MAE_PER_AREA:  1.06468162259
STD_MAE:  0.0196807899115
CV_MAE:  0.0177140715601



ITERATION 6195 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.0745959809
AVG_RMSE_PER_AREA:  4.44253899356
STD_RMSE:  31.2956913225
CV_RMSE:  2.43597570234
AVG_MAE:  19.5578159958
AVG_MAE_PER_AREA:  1.52232983339
STD_MAE:  3.02226038848
CV_MAE:  0.235244935049



ITERATION 6196 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4417824375
AVG_RMSE_PER_AREA:  1.29770387199
STD_RMSE:  0.0555343454511
CV_RMSE:  0.0499847502963
AVG_MAE:  1.19454268934
AVG_MAE_PER_AREA:  1.07517100562
STD_MAE:  0.0504716179915
CV_MAE:  0.0454279455689



ITERATION 6197 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.4378675867
AVG_RMSE_PER_AREA:  4.15946545755
STD_RMSE:  37.2196175885
CV_RMSE:  2.89707880749
AVG_MAE:  19.2888227835
AVG_MAE_PER_AREA:  1.50139209718
STD_MAE:  4.97865393917
CV_MAE:  0.38752555108



ITERATION 6198 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43419440954
AVG_RMSE_PER_AREA:  1.29087412222
STD_RMSE:  0.0980516819527
CV_RMSE:  0.0882532926017
AVG_MAE:  1.18670588951
AVG_MAE_PER_AREA:  1.06811734397
STD_MAE:  0.0610951688174
CV_MAE:  0.0549898757758



ITERATION 6199 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.680593066
AVG_RMSE_PER_AREA:  4.02268375202
STD_RMSE:  38.1048649234
CV_RMSE:  2.96598417136
AVG_MAE:  18.9202487945
AVG_MAE_PER_AREA:  1.47270325077
STD_MAE:  5.21665534038
CV_MAE:  0.406050964834



ITERATION 6200 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43143909047
AVG_RMSE_PER_AREA:  1.28839414456
STD_RMSE:  0.112069507133
CV_RMSE:  0.100870304392
AVG_MAE:  1.18053615956
AVG_MAE_PER_AREA:  1.06256416047
STD_MAE:  0.0755840764461
CV_MAE:  0.0680308943384



ITERATION 6201 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.5286663818
AVG_RMSE_PER_AREA:  3.93302075705
STD_RMSE:  40.8178587419
CV_RMSE:  3.17715659617
AVG_MAE:  19.0006817099
AVG_MAE_PER_AREA:  1.47896394096
STD_MAE:  6.29392504792
CV_MAE:  0.489902853754



ITERATION 6202 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44020740758
AVG_RMSE_PER_AREA:  1.29628623616
STD_RMSE:  0.138641750288
CV_RMSE:  0.124787160315
AVG_MAE:  1.18894555794
AVG_MAE_PER_AREA:  1.07013320039
STD_MAE:  0.0797705709991
CV_MAE:  0.0717990288712



ITERATION 6203 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.6986325531
AVG_RMSE_PER_AREA:  3.7905756551
STD_RMSE:  42.3108298348
CV_RMSE:  3.29336560619
AVG_MAE:  19.1202005497
AVG_MAE_PER_AREA:  1.48826697845
STD_MAE:  7.93653582489
CV_MAE:  0.617759429915



ITERATION 6204 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43215635178
AVG_RMSE_PER_AREA:  1.28903972933
STD_RMSE:  0.144434074555
CV_RMSE:  0.13000065261
AVG_MAE:  1.18540317468
AVG_MAE_PER_AREA:  1.06694481056
STD_MAE:  0.0881513631594
CV_MAE:  0.079342321225



ITERATION 6205 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.0035400225
AVG_RMSE_PER_AREA:  3.58079662026
STD_RMSE:  44.7435944639
CV_RMSE:  3.48272571538
AVG_MAE:  19.0329620817
AVG_MAE_PER_AREA:  1.48147656164
STD_MAE:  9.00850653971
CV_MAE:  0.701198858941



ITERATION 6206 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42893530475
AVG_RMSE_PER_AREA:  1.28614056432
STD_RMSE:  0.18801305914
CV_RMSE:  0.169224751588
AVG_MAE:  1.18264759118
AVG_MAE_PER_AREA:  1.0644645949
STD_MAE:  0.113531192825
CV_MAE:  0.10218592257



ITERATION 6207 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.0811965699
AVG_RMSE_PER_AREA:  3.35332896118
STD_RMSE:  47.698207087
CV_RMSE:  3.71270512326
AVG_MAE:  18.7434107931
AVG_MAE_PER_AREA:  1.45893863792
STD_MAE:  11.1612113647
CV_MAE:  0.868759837032



ITERATION 6208 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41151689643
AVG_RMSE_PER_AREA:  1.2704627926
STD_RMSE:  0.253091202071
CV_RMSE:  0.22779957943
AVG_MAE:  1.18210325452
AVG_MAE_PER_AREA:  1.06397465427
STD_MAE:  0.176916883333
CV_MAE:  0.159237426223



ITERATION 6209 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.062608162
AVG_RMSE_PER_AREA:  3.19620725827
STD_RMSE:  48.9221971855
CV_RMSE:  3.8079773481
AVG_MAE:  18.8204526913
AVG_MAE_PER_AREA:  1.4649353801
STD_MAE:  12.2897592784
CV_MAE:  0.956603088947



ITERATION 6210 OF 6498
HP:  19
FEATURES:  DC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.416515684
AVG_RMSE_PER_AREA:  1.274962047
STD_RMSE:  0.274285262314
CV_RMSE:  0.24687569891
AVG_MAE:  1.18774947318
AVG_MAE_PER_AREA:  1.06905664142
STD_MAE:  0.181379267027
CV_MAE:  0.163253880057



ITERATION 6211 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.2497512109
AVG_RMSE_PER_AREA:  4.22266037986
STD_RMSE:  33.5068827517
CV_RMSE:  2.6080891265
AVG_MAE:  18.1973039375
AVG_MAE_PER_AREA:  1.41643109216
STD_MAE:  3.57337335005
CV_MAE:  0.27814214316



ITERATION 6212 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43267037881
AVG_RMSE_PER_AREA:  1.2895023892
STD_RMSE:  0.050302544539
CV_RMSE:  0.0452757677726
AVG_MAE:  1.17702258771
AVG_MAE_PER_AREA:  1.05940170289
STD_MAE:  0.039027305473
CV_MAE:  0.0351272730949



ITERATION 6213 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.9074073036
AVG_RMSE_PER_AREA:  4.3516880445
STD_RMSE:  33.2800813933
CV_RMSE:  2.59043549512
AVG_MAE:  18.7803077906
AVG_MAE_PER_AREA:  1.46181060482
STD_MAE:  4.79522996598
CV_MAE:  0.373248303222



ITERATION 6214 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44109983284
AVG_RMSE_PER_AREA:  1.2970894806
STD_RMSE:  0.0744138000558
CV_RMSE:  0.0669775646796
AVG_MAE:  1.17570340166
AVG_MAE_PER_AREA:  1.05821434425
STD_MAE:  0.0620063618942
CV_MAE:  0.0558100125407



ITERATION 6215 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.7080699654
AVG_RMSE_PER_AREA:  4.10265989749
STD_RMSE:  38.1027262682
CV_RMSE:  2.96581770397
AVG_MAE:  18.5218335036
AVG_MAE_PER_AREA:  1.44169163457
STD_MAE:  5.29948543717
CV_MAE:  0.412498245424



ITERATION 6216 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43856050315
AVG_RMSE_PER_AREA:  1.29480390832
STD_RMSE:  0.0836851758055
CV_RMSE:  0.0753224438348
AVG_MAE:  1.17468302801
AVG_MAE_PER_AREA:  1.05729593742
STD_MAE:  0.0640318002211
CV_MAE:  0.0576330470644



ITERATION 6217 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.5175112248
AVG_RMSE_PER_AREA:  3.93215246847
STD_RMSE:  39.3218788552
CV_RMSE:  3.06071338941
AVG_MAE:  18.017905757
AVG_MAE_PER_AREA:  1.4024672016
STD_MAE:  5.95324807248
CV_MAE:  0.463385438753



ITERATION 6218 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43475172643
AVG_RMSE_PER_AREA:  1.29137574595
STD_RMSE:  0.113858203465
CV_RMSE:  0.102480254753
AVG_MAE:  1.17486455758
AVG_MAE_PER_AREA:  1.05745932658
STD_MAE:  0.0864934793394
CV_MAE:  0.0778501111685



ITERATION 6219 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  49.2151810927
AVG_RMSE_PER_AREA:  3.83078245796
STD_RMSE:  42.3129304475
CV_RMSE:  3.29352911245
AVG_MAE:  18.459951159
AVG_MAE_PER_AREA:  1.43687487285
STD_MAE:  7.42796887459
CV_MAE:  0.578173893325



ITERATION 6220 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44295462247
AVG_RMSE_PER_AREA:  1.2987589195
STD_RMSE:  0.146487409597
CV_RMSE:  0.131848796106
AVG_MAE:  1.18497640273
AVG_MAE_PER_AREA:  1.0665606863
STD_MAE:  0.105967397455
CV_MAE:  0.0953779838102



ITERATION 6221 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.2945536536
AVG_RMSE_PER_AREA:  3.68128578359
STD_RMSE:  43.4032058621
CV_RMSE:  3.37839333199
AVG_MAE:  18.1287702331
AVG_MAE_PER_AREA:  1.4110966058
STD_MAE:  8.18689362975
CV_MAE:  0.637246634183



ITERATION 6222 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42508684719
AVG_RMSE_PER_AREA:  1.28267668645
STD_RMSE:  0.147534985006
CV_RMSE:  0.132791686399
AVG_MAE:  1.17342491573
AVG_MAE_PER_AREA:  1.05616354938
STD_MAE:  0.101162936386
CV_MAE:  0.0910536366896



ITERATION 6223 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  44.7065271793
AVG_RMSE_PER_AREA:  3.47984049378
STD_RMSE:  45.3623562778
CV_RMSE:  3.53088853526
AVG_MAE:  18.2188638361
AVG_MAE_PER_AREA:  1.41810925893
STD_MAE:  9.48487831865
CV_MAE:  0.738278406628



ITERATION 6224 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42802975949
AVG_RMSE_PER_AREA:  1.28532551098
STD_RMSE:  0.186920812976
CV_RMSE:  0.168241654528
AVG_MAE:  1.18516543263
AVG_MAE_PER_AREA:  1.06673082628
STD_MAE:  0.12689051205
CV_MAE:  0.114210233474



ITERATION 6225 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  42.721985401
AVG_RMSE_PER_AREA:  3.32536889248
STD_RMSE:  47.9068876715
CV_RMSE:  3.72894828045
AVG_MAE:  18.0978700406
AVG_MAE_PER_AREA:  1.4086914147
STD_MAE:  11.3084077564
CV_MAE:  0.88021722361



ITERATION 6226 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42054469209
AVG_RMSE_PER_AREA:  1.27858843284
STD_RMSE:  0.229371377671
CV_RMSE:  0.206450097591
AVG_MAE:  1.17729687138
AVG_MAE_PER_AREA:  1.05964857715
STD_MAE:  0.161909870996
CV_MAE:  0.145730077603



ITERATION 6227 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  40.367877522
AVG_RMSE_PER_AREA:  3.14213122137
STD_RMSE:  49.0701277692
CV_RMSE:  3.81949188227
AVG_MAE:  18.3514843842
AVG_MAE_PER_AREA:  1.42843209952
STD_MAE:  12.2539834517
CV_MAE:  0.953818391087



ITERATION 6228 OF 6498
HP:  19
FEATURES:  ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41333470628
AVG_RMSE_PER_AREA:  1.27209894714
STD_RMSE:  0.255650601656
CV_RMSE:  0.230103216002
AVG_MAE:  1.18059178208
AVG_MAE_PER_AREA:  1.06261422458
STD_MAE:  0.163721561057
CV_MAE:  0.147360723911



ITERATION 6229 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.6503308839
AVG_RMSE_PER_AREA:  4.56519012458
STD_RMSE:  30.8452863157
CV_RMSE:  2.40091734107
AVG_MAE:  20.3449933199
AVG_MAE_PER_AREA:  1.58360168117
STD_MAE:  2.19868182677
CV_MAE:  0.171139709041



ITERATION 6230 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42391826045
AVG_RMSE_PER_AREA:  1.28162487759
STD_RMSE:  0.0395638825698
CV_RMSE:  0.0356102295785
AVG_MAE:  1.16789192616
AVG_MAE_PER_AREA:  1.05118347624
STD_MAE:  0.015187731728
CV_MAE:  0.0136700085655



ITERATION 6231 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.839140937
AVG_RMSE_PER_AREA:  4.42421178167
STD_RMSE:  32.2091022043
CV_RMSE:  2.5070732439
AVG_MAE:  19.5053027986
AVG_MAE_PER_AREA:  1.51824234188
STD_MAE:  3.90821295412
CV_MAE:  0.304205192265



ITERATION 6232 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.41839899789
AVG_RMSE_PER_AREA:  1.27665715971
STD_RMSE:  0.077731675634
CV_RMSE:  0.0699638820827
AVG_MAE:  1.16856365573
AVG_MAE_PER_AREA:  1.0517880793
STD_MAE:  0.0795264834005
CV_MAE:  0.0715793331574



ITERATION 6233 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.3996281685
AVG_RMSE_PER_AREA:  4.1564890001
STD_RMSE:  37.4810365904
CV_RMSE:  2.91742698674
AVG_MAE:  19.2165258899
AVG_MAE_PER_AREA:  1.49576469389
STD_MAE:  4.98152138194
CV_MAE:  0.387748745412



ITERATION 6234 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.42379611348
AVG_RMSE_PER_AREA:  1.28151493687
STD_RMSE:  0.0956996503179
CV_RMSE:  0.0861363015216
AVG_MAE:  1.17233903918
AVG_MAE_PER_AREA:  1.05518618541
STD_MAE:  0.0748082650059
CV_MAE:  0.0673326104061



ITERATION 6235 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.6022424767
AVG_RMSE_PER_AREA:  4.09442255937
STD_RMSE:  38.5490606439
CV_RMSE:  3.00055921785
AVG_MAE:  19.2482711745
AVG_MAE_PER_AREA:  1.49823566478
STD_MAE:  5.66626082766
CV_MAE:  0.441047093578



ITERATION 6236 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.41728798801
AVG_RMSE_PER_AREA:  1.27565717401
STD_RMSE:  0.105942121976
CV_RMSE:  0.0953552341311
AVG_MAE:  1.16257258703
AVG_MAE_PER_AREA:  1.04639570327
STD_MAE:  0.0844535751749
CV_MAE:  0.0760140563909



ITERATION 6237 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.4392824737
AVG_RMSE_PER_AREA:  3.92606334474
STD_RMSE:  41.6108974265
CV_RMSE:  3.2388846771
AVG_MAE:  19.5349851155
AVG_MAE_PER_AREA:  1.52055273669
STD_MAE:  7.33324032058
CV_MAE:  0.570800467587



ITERATION 6238 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.41795539662
AVG_RMSE_PER_AREA:  1.2762578879
STD_RMSE:  0.159598099225
CV_RMSE:  0.143649323184
AVG_MAE:  1.17424830465
AVG_MAE_PER_AREA:  1.05690465633
STD_MAE:  0.120689784904
CV_MAE:  0.108629150352



ITERATION 6239 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.4782883022
AVG_RMSE_PER_AREA:  3.85126204293
STD_RMSE:  42.6836483175
CV_RMSE:  3.32238483302
AVG_MAE:  19.3994421256
AVG_MAE_PER_AREA:  1.51000242078
STD_MAE:  7.35921476986
CV_MAE:  0.572822251567



ITERATION 6240 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.41777234843
AVG_RMSE_PER_AREA:  1.27609313187
STD_RMSE:  0.151617230693
CV_RMSE:  0.136465989745
AVG_MAE:  1.1724718765
AVG_MAE_PER_AREA:  1.05530574818
STD_MAE:  0.116303626938
CV_MAE:  0.104681304944



ITERATION 6241 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.6013394983
AVG_RMSE_PER_AREA:  3.62732778594
STD_RMSE:  45.2598287948
CV_RMSE:  3.52290806106
AVG_MAE:  19.3430771045
AVG_MAE_PER_AREA:  1.50561511326
STD_MAE:  9.41678855879
CV_MAE:  0.732978475756



ITERATION 6242 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41097947813
AVG_RMSE_PER_AREA:  1.26997907898
STD_RMSE:  0.188293312032
CV_RMSE:  0.169476998566
AVG_MAE:  1.17000344701
AVG_MAE_PER_AREA:  1.05308399099
STD_MAE:  0.131142818453
CV_MAE:  0.118037603222



ITERATION 6243 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.278753584
AVG_RMSE_PER_AREA:  3.44654370306
STD_RMSE:  48.1058578975
CV_RMSE:  3.74443560843
AVG_MAE:  19.3256284718
AVG_MAE_PER_AREA:  1.5042569568
STD_MAE:  10.9792106327
CV_MAE:  0.854593370586



ITERATION 6244 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.40570595587
AVG_RMSE_PER_AREA:  1.26523254436
STD_RMSE:  0.233397810382
CV_RMSE:  0.210074165399
AVG_MAE:  1.1693541038
AVG_MAE_PER_AREA:  1.05249953721
STD_MAE:  0.171129122107
CV_MAE:  0.15402804098



ITERATION 6245 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.4240795406
AVG_RMSE_PER_AREA:  3.3021806705
STD_RMSE:  48.9827767731
CV_RMSE:  3.81269270657
AVG_MAE:  19.2628041081
AVG_MAE_PER_AREA:  1.49936687076
STD_MAE:  11.7688048935
CV_MAE:  0.91605334647



ITERATION 6246 OF 6498
HP:  19
FEATURES:  temp
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.4005431022
AVG_RMSE_PER_AREA:  1.26058561912
STD_RMSE:  0.267615488451
CV_RMSE:  0.240872441315
AVG_MAE:  1.16932312695
AVG_MAE_PER_AREA:  1.0524716559
STD_MAE:  0.185098951104
CV_MAE:  0.166601852887



ITERATION 6247 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  58.2513597792
AVG_RMSE_PER_AREA:  4.53413524527
STD_RMSE:  31.0852306667
CV_RMSE:  2.419593989
AVG_MAE:  20.2355477238
AVG_MAE_PER_AREA:  1.57508271892
STD_MAE:  2.42949557991
CV_MAE:  0.189105654853



ITERATION 6248 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44513613945
AVG_RMSE_PER_AREA:  1.3007224356
STD_RMSE:  0.0581920500165
CV_RMSE:  0.0523768681467
AVG_MAE:  1.19597750269
AVG_MAE_PER_AREA:  1.07646243683
STD_MAE:  0.0228692056807
CV_MAE:  0.0205838661848



ITERATION 6249 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.8585729347
AVG_RMSE_PER_AREA:  4.58139914744
STD_RMSE:  29.3266560903
CV_RMSE:  2.2827110905
AVG_MAE:  20.7605172654
AVG_MAE_PER_AREA:  1.61594499081
STD_MAE:  3.04177769364
CV_MAE:  0.236764111624



ITERATION 6250 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.42807237092
AVG_RMSE_PER_AREA:  1.28536386421
STD_RMSE:  0.0944266789963
CV_RMSE:  0.0849905393249
AVG_MAE:  1.17993697245
AVG_MAE_PER_AREA:  1.06202485064
STD_MAE:  0.0820535138231
CV_MAE:  0.073853835245



ITERATION 6251 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.9583149961
AVG_RMSE_PER_AREA:  4.27781315301
STD_RMSE:  36.7192460465
CV_RMSE:  2.85813118029
AVG_MAE:  19.6907920904
AVG_MAE_PER_AREA:  1.5326803488
STD_MAE:  4.52180253057
CV_MAE:  0.351965418554



ITERATION 6252 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44129901246
AVG_RMSE_PER_AREA:  1.29726875603
STD_RMSE:  0.0978290462078
CV_RMSE:  0.0880529050392
AVG_MAE:  1.1850701194
AVG_MAE_PER_AREA:  1.06664503778
STD_MAE:  0.0830010926133
CV_MAE:  0.0747067216674



ITERATION 6253 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.8460419786
AVG_RMSE_PER_AREA:  4.19123669694
STD_RMSE:  36.783223328
CV_RMSE:  2.86311100648
AVG_MAE:  20.0658591503
AVG_MAE_PER_AREA:  1.56187459906
STD_MAE:  5.70058661866
CV_MAE:  0.443718924405



ITERATION 6254 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.42777127063
AVG_RMSE_PER_AREA:  1.28509285313
STD_RMSE:  0.137366654053
CV_RMSE:  0.123639485549
AVG_MAE:  1.18159440283
AVG_MAE_PER_AREA:  1.06351665258
STD_MAE:  0.105156966463
CV_MAE:  0.0946485398878



ITERATION 6255 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.5971564856
AVG_RMSE_PER_AREA:  3.93835184966
STD_RMSE:  40.3460010221
CV_RMSE:  3.14042841117
AVG_MAE:  19.7225545169
AVG_MAE_PER_AREA:  1.53515265396
STD_MAE:  6.80009905747
CV_MAE:  0.529302130022



ITERATION 6256 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42875512093
AVG_RMSE_PER_AREA:  1.28597838642
STD_RMSE:  0.158050246137
CV_RMSE:  0.142256148394
AVG_MAE:  1.17748278194
AVG_MAE_PER_AREA:  1.05981590952
STD_MAE:  0.122380751208
CV_MAE:  0.110151136932



ITERATION 6257 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.6997056291
AVG_RMSE_PER_AREA:  3.86849659521
STD_RMSE:  41.4813460253
CV_RMSE:  3.22880073096
AVG_MAE:  19.1017682989
AVG_MAE_PER_AREA:  1.4868322597
STD_MAE:  7.72410091206
CV_MAE:  0.601224045518



ITERATION 6258 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4146038462
AVG_RMSE_PER_AREA:  1.27324126081
STD_RMSE:  0.180239115727
CV_RMSE:  0.162227665062
AVG_MAE:  1.16498120963
AVG_MAE_PER_AREA:  1.04856363013
STD_MAE:  0.140710554203
CV_MAE:  0.126649226866



ITERATION 6259 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.9324108525
AVG_RMSE_PER_AREA:  3.80877235353
STD_RMSE:  43.3022234477
CV_RMSE:  3.37053312192
AVG_MAE:  20.4474892231
AVG_MAE_PER_AREA:  1.59157969728
STD_MAE:  8.18780781649
CV_MAE:  0.637317792116



ITERATION 6260 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41184715256
AVG_RMSE_PER_AREA:  1.27076004595
STD_RMSE:  0.203832924025
CV_RMSE:  0.183463723698
AVG_MAE:  1.17244802024
AVG_MAE_PER_AREA:  1.0552842759
STD_MAE:  0.142124408989
CV_MAE:  0.127921793921



ITERATION 6261 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.924759078
AVG_RMSE_PER_AREA:  3.49682710056
STD_RMSE:  47.1809111929
CV_RMSE:  3.67244014826
AVG_MAE:  20.0044218368
AVG_MAE_PER_AREA:  1.55709247741
STD_MAE:  10.6577926024
CV_MAE:  0.829575022088



ITERATION 6262 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.40152742053
AVG_RMSE_PER_AREA:  1.26147157367
STD_RMSE:  0.246638077076
CV_RMSE:  0.221991320795
AVG_MAE:  1.16959126774
AVG_MAE_PER_AREA:  1.05271300115
STD_MAE:  0.177348128549
CV_MAE:  0.159625576732



ITERATION 6263 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  44.3420156363
AVG_RMSE_PER_AREA:  3.45146785766
STD_RMSE:  47.4350139104
CV_RMSE:  3.69221884684
AVG_MAE:  20.3435656335
AVG_MAE_PER_AREA:  1.58349055374
STD_MAE:  11.8597920328
CV_MAE:  0.923135550159



ITERATION 6264 OF 6498
HP:  19
FEATURES:  RH
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40480829796
AVG_RMSE_PER_AREA:  1.26442459018
STD_RMSE:  0.268762211366
CV_RMSE:  0.241904571218
AVG_MAE:  1.18165183612
AVG_MAE_PER_AREA:  1.06356834651
STD_MAE:  0.180847695805
CV_MAE:  0.162775429206



ITERATION 6265 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.4832643406
AVG_RMSE_PER_AREA:  4.47434868212
STD_RMSE:  31.4520162843
CV_RMSE:  2.44814363322
AVG_MAE:  19.8969598583
AVG_MAE_PER_AREA:  1.54872791484
STD_MAE:  1.55571336715
CV_MAE:  0.121092706441



ITERATION 6266 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.40218723483
AVG_RMSE_PER_AREA:  1.26206545215
STD_RMSE:  0.0581651163142
CV_RMSE:  0.0523526259526
AVG_MAE:  1.1330544059
AVG_MAE_PER_AREA:  1.0198272995
STD_MAE:  0.0282338147094
CV_MAE:  0.0254123851951



ITERATION 6267 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.8035318302
AVG_RMSE_PER_AREA:  4.49927747551
STD_RMSE:  32.018056931
CV_RMSE:  2.49220277374
AVG_MAE:  20.1530896388
AVG_MAE_PER_AREA:  1.56866439476
STD_MAE:  3.27308532326
CV_MAE:  0.254768499504



ITERATION 6268 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.41789317688
AVG_RMSE_PER_AREA:  1.27620188584
STD_RMSE:  0.0594671329047
CV_RMSE:  0.0535245308995
AVG_MAE:  1.14184091703
AVG_MAE_PER_AREA:  1.02773576698
STD_MAE:  0.0368041732156
CV_MAE:  0.033126300366



ITERATION 6269 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.0944638031
AVG_RMSE_PER_AREA:  4.21057320951
STD_RMSE:  36.9698540097
CV_RMSE:  2.87763785624
AVG_MAE:  18.693161945
AVG_MAE_PER_AREA:  1.4550273975
STD_MAE:  5.41731028631
CV_MAE:  0.421669427062



ITERATION 6270 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43276643564
AVG_RMSE_PER_AREA:  1.28958884699
STD_RMSE:  0.0806256211614
CV_RMSE:  0.0725686331315
AVG_MAE:  1.1455153677
AVG_MAE_PER_AREA:  1.03104302662
STD_MAE:  0.0324125582576
CV_MAE:  0.0291735432877



ITERATION 6271 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.4200941792
AVG_RMSE_PER_AREA:  4.00240719215
STD_RMSE:  39.301796068
CV_RMSE:  3.05915019717
AVG_MAE:  17.3295358784
AVG_MAE_PER_AREA:  1.34888626992
STD_MAE:  6.90050867202
CV_MAE:  0.537117754825



ITERATION 6272 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.41978307522
AVG_RMSE_PER_AREA:  1.277902925
STD_RMSE:  0.0976140477307
CV_RMSE:  0.0878593915459
AVG_MAE:  1.13952186715
AVG_MAE_PER_AREA:  1.02564846176
STD_MAE:  0.0648237685957
CV_MAE:  0.0583458733546



ITERATION 6273 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  48.8710877044
AVG_RMSE_PER_AREA:  3.80399911822
STD_RMSE:  42.4214907278
CV_RMSE:  3.30197916401
AVG_MAE:  17.8841482297
AVG_MAE_PER_AREA:  1.39205586148
STD_MAE:  7.18004795366
CV_MAE:  0.558876369802



ITERATION 6274 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.40686451008
AVG_RMSE_PER_AREA:  1.26627532324
STD_RMSE:  0.157694283546
CV_RMSE:  0.141935757452
AVG_MAE:  1.12377164164
AVG_MAE_PER_AREA:  1.0114721699
STD_MAE:  0.102459532282
CV_MAE:  0.0922206626369



ITERATION 6275 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.484527196
AVG_RMSE_PER_AREA:  3.77391024764
STD_RMSE:  42.8028238909
CV_RMSE:  3.33166115154
AVG_MAE:  17.8465397536
AVG_MAE_PER_AREA:  1.38912851494
STD_MAE:  8.09414374566
CV_MAE:  0.630027222997



ITERATION 6276 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43083235068
AVG_RMSE_PER_AREA:  1.28784803681
STD_RMSE:  0.116408823685
CV_RMSE:  0.104775989289
AVG_MAE:  1.14470920913
AVG_MAE_PER_AREA:  1.03031742817
STD_MAE:  0.0777778215468
CV_MAE:  0.0700054165945



ITERATION 6277 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.9567110555
AVG_RMSE_PER_AREA:  3.57715157454
STD_RMSE:  45.5579237868
CV_RMSE:  3.54611100455
AVG_MAE:  17.2907880584
AVG_MAE_PER_AREA:  1.34587023979
STD_MAE:  8.72574801028
CV_MAE:  0.679189666039



ITERATION 6278 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41688672402
AVG_RMSE_PER_AREA:  1.27529600868
STD_RMSE:  0.178742039364
CV_RMSE:  0.160880192833
AVG_MAE:  1.13771372118
AVG_MAE_PER_AREA:  1.02402100538
STD_MAE:  0.116249825249
CV_MAE:  0.104632879705



ITERATION 6279 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.9329282272
AVG_RMSE_PER_AREA:  3.41962555137
STD_RMSE:  48.2451935263
CV_RMSE:  3.75528113355
AVG_MAE:  18.1278919155
AVG_MAE_PER_AREA:  1.41102823982
STD_MAE:  10.107363431
CV_MAE:  0.786731038436



ITERATION 6280 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42084281791
AVG_RMSE_PER_AREA:  1.27885676669
STD_RMSE:  0.211937186523
CV_RMSE:  0.190758120237
AVG_MAE:  1.1468884679
AVG_MAE_PER_AREA:  1.03227891173
STD_MAE:  0.139073910209
CV_MAE:  0.125176134122



ITERATION 6281 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.2621443512
AVG_RMSE_PER_AREA:  3.21173863936
STD_RMSE:  49.6626846831
CV_RMSE:  3.86561498049
AVG_MAE:  18.3370982535
AVG_MAE_PER_AREA:  1.4273123203
STD_MAE:  12.0214154511
CV_MAE:  0.935715899187



ITERATION 6282 OF 6498
HP:  19
FEATURES:  wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41252150073
AVG_RMSE_PER_AREA:  1.27136700593
STD_RMSE:  0.279333205218
CV_RMSE:  0.251419196515
AVG_MAE:  1.15367385619
AVG_MAE_PER_AREA:  1.03838623029
STD_MAE:  0.190866025423
CV_MAE:  0.171792618484



ITERATION 6283 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.8853430585
AVG_RMSE_PER_AREA:  4.27213320605
STD_RMSE:  34.3656866485
CV_RMSE:  2.67493620151
AVG_MAE:  13.0086140787
AVG_MAE_PER_AREA:  1.01255688811
STD_MAE:  4.28319881745
CV_MAE:  0.333393122397



ITERATION 6284 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.72475467157
AVG_RMSE_PER_AREA:  1.55239844606
STD_RMSE:  0.0685570557817
CV_RMSE:  0.0617060899244
AVG_MAE:  1.11383579053
AVG_MAE_PER_AREA:  1.00252921699
STD_MAE:  0.0445124475412
CV_MAE:  0.0400642801738



ITERATION 6285 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  54.7982733205
AVG_RMSE_PER_AREA:  4.26535592275
STD_RMSE:  34.1563033917
CV_RMSE:  2.65863835014
AVG_MAE:  13.0389344365
AVG_MAE_PER_AREA:  1.01491694638
STD_MAE:  4.33150045365
CV_MAE:  0.337152796883



ITERATION 6286 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.73279281513
AVG_RMSE_PER_AREA:  1.55963333098
STD_RMSE:  0.0815884557512
CV_RMSE:  0.0734352508283
AVG_MAE:  1.11724818823
AVG_MAE_PER_AREA:  1.00560061083
STD_MAE:  0.0860857051168
CV_MAE:  0.0774830861766



ITERATION 6287 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  51.3850433784
AVG_RMSE_PER_AREA:  3.99967892844
STD_RMSE:  39.4543634983
CV_RMSE:  3.07102565151
AVG_MAE:  12.9453433148
AVG_MAE_PER_AREA:  1.00763205543
STD_MAE:  6.03751305239
CV_MAE:  0.469944406935



ITERATION 6288 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.7381677901
AVG_RMSE_PER_AREA:  1.56447118005
STD_RMSE:  0.148487659626
CV_RMSE:  0.13364915942
AVG_MAE:  1.11733726632
AVG_MAE_PER_AREA:  1.00568078727
STD_MAE:  0.131581823168
CV_MAE:  0.118432737816



ITERATION 6289 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  50.8878632566
AVG_RMSE_PER_AREA:  3.96097971314
STD_RMSE:  39.7890656753
CV_RMSE:  3.09707800365
AVG_MAE:  12.8862985074
AVG_MAE_PER_AREA:  1.00303616027
STD_MAE:  5.7732760617
CV_MAE:  0.449376882724



ITERATION 6290 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.73027521454
AVG_RMSE_PER_AREA:  1.55736731639
STD_RMSE:  0.140639238927
CV_RMSE:  0.126585038188
AVG_MAE:  1.11075996907
AVG_MAE_PER_AREA:  0.99976076502
STD_MAE:  0.14590516799
CV_MAE:  0.131324738406



ITERATION 6291 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  47.8233635925
AVG_RMSE_PER_AREA:  3.72244698208
STD_RMSE:  43.5546130906
CV_RMSE:  3.39017847921
AVG_MAE:  12.9078342264
AVG_MAE_PER_AREA:  1.00471244496
STD_MAE:  8.01312715595
CV_MAE:  0.62372110111



ITERATION 6292 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.71784495371
AVG_RMSE_PER_AREA:  1.54617922227
STD_RMSE:  0.19827827877
CV_RMSE:  0.178464158945
AVG_MAE:  1.11192839583
AVG_MAE_PER_AREA:  1.00081242988
STD_MAE:  0.19309313424
CV_MAE:  0.173797170391



ITERATION 6293 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.2674171981
AVG_RMSE_PER_AREA:  3.67917355205
STD_RMSE:  44.3854382828
CV_RMSE:  3.4548477642
AVG_MAE:  12.9806790186
AVG_MAE_PER_AREA:  1.01038249526
STD_MAE:  7.70687905858
CV_MAE:  0.599883540968



ITERATION 6294 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.71907249273
AVG_RMSE_PER_AREA:  1.54728409226
STD_RMSE:  0.198199495063
CV_RMSE:  0.178393248163
AVG_MAE:  1.11679904901
AVG_MAE_PER_AREA:  1.00519635448
STD_MAE:  0.161793801284
CV_MAE:  0.145625606838



ITERATION 6295 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  43.9617323618
AVG_RMSE_PER_AREA:  3.42186759074
STD_RMSE:  47.148757812
CV_RMSE:  3.66993741221
AVG_MAE:  12.9022733009
AVG_MAE_PER_AREA:  1.0042795969
STD_MAE:  8.93076458026
CV_MAE:  0.695147625808



ITERATION 6296 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.73073922432
AVG_RMSE_PER_AREA:  1.55778495727
STD_RMSE:  0.202580931273
CV_RMSE:  0.182336843664
AVG_MAE:  1.11287444025
AVG_MAE_PER_AREA:  1.00166393527
STD_MAE:  0.1696056132
CV_MAE:  0.152656777635



ITERATION 6297 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  41.3627065664
AVG_RMSE_PER_AREA:  3.2195661422
STD_RMSE:  49.8262766902
CV_RMSE:  3.87834855938
AVG_MAE:  12.9421962069
AVG_MAE_PER_AREA:  1.00738709268
STD_MAE:  10.9907044454
CV_MAE:  0.855488019254



ITERATION 6298 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.72000856154
AVG_RMSE_PER_AREA:  1.54812661891
STD_RMSE:  0.314116491994
CV_RMSE:  0.28272655937
AVG_MAE:  1.11794402003
AVG_MAE_PER_AREA:  1.00622690756
STD_MAE:  0.269753528923
CV_MAE:  0.242796825555



ITERATION 6299 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  38.1737819493
AVG_RMSE_PER_AREA:  2.97134849448
STD_RMSE:  51.710317496
CV_RMSE:  4.02499742481
AVG_MAE:  12.8924423169
AVG_MAE_PER_AREA:  1.00351437852
STD_MAE:  12.5528599462
CV_MAE:  0.977082164722



ITERATION 6300 OF 6498
HP:  19
FEATURES:  rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.69455562751
AVG_RMSE_PER_AREA:  1.52521721858
STD_RMSE:  0.360238053451
CV_RMSE:  0.324239153315
AVG_MAE:  1.11487950448
AVG_MAE_PER_AREA:  1.0034686317
STD_MAE:  0.266262061282
CV_MAE:  0.239654263293



ITERATION 6301 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.717900128
AVG_RMSE_PER_AREA:  4.33693729589
STD_RMSE:  32.6784713063
CV_RMSE:  2.54360772131
AVG_MAE:  19.8956907644
AVG_MAE_PER_AREA:  1.54862913185
STD_MAE:  3.36567371784
CV_MAE:  0.261975340765



ITERATION 6302 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44080071651
AVG_RMSE_PER_AREA:  1.29682025522
STD_RMSE:  0.0257036989223
CV_RMSE:  0.0231351060661
AVG_MAE:  1.18634654022
AVG_MAE_PER_AREA:  1.06779390476
STD_MAE:  0.0136049324267
CV_MAE:  0.0122453797668



ITERATION 6303 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.4280861263
AVG_RMSE_PER_AREA:  4.39221633792
STD_RMSE:  32.5580877324
CV_RMSE:  2.53423737516
AVG_MAE:  20.2246692544
AVG_MAE_PER_AREA:  1.57423596698
STD_MAE:  4.49903891696
CV_MAE:  0.350193557722



ITERATION 6304 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44555216252
AVG_RMSE_PER_AREA:  1.30109688512
STD_RMSE:  0.082188895373
CV_RMSE:  0.0739756879995
AVG_MAE:  1.18810971121
AVG_MAE_PER_AREA:  1.06938088055
STD_MAE:  0.0793594528064
CV_MAE:  0.0714289940749



ITERATION 6305 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.2215994533
AVG_RMSE_PER_AREA:  4.14263170517
STD_RMSE:  37.8605861454
CV_RMSE:  2.94697014283
AVG_MAE:  20.0224055418
AVG_MAE_PER_AREA:  1.55849228252
STD_MAE:  5.8615443564
CV_MAE:  0.45624745858



ITERATION 6306 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44153722812
AVG_RMSE_PER_AREA:  1.29748316659
STD_RMSE:  0.107312321286
CV_RMSE:  0.0965885082403
AVG_MAE:  1.18235525701
AVG_MAE_PER_AREA:  1.06420147394
STD_MAE:  0.0786396724671
CV_MAE:  0.0707811420072



ITERATION 6307 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.5752901521
AVG_RMSE_PER_AREA:  4.01448724545
STD_RMSE:  38.9467289543
CV_RMSE:  3.03151269102
AVG_MAE:  19.9331463439
AVG_MAE_PER_AREA:  1.55154457732
STD_MAE:  6.7485913346
CV_MAE:  0.525292902039



ITERATION 6308 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43592598508
AVG_RMSE_PER_AREA:  1.29243265991
STD_RMSE:  0.119771483743
CV_RMSE:  0.10780261582
AVG_MAE:  1.18051803507
AVG_MAE_PER_AREA:  1.06254784717
STD_MAE:  0.0933639368231
CV_MAE:  0.0840339978959



ITERATION 6309 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.6675327068
AVG_RMSE_PER_AREA:  3.94382975277
STD_RMSE:  41.4322053515
CV_RMSE:  3.22497574796
AVG_MAE:  20.1944880924
AVG_MAE_PER_AREA:  1.57188674337
STD_MAE:  7.58616809094
CV_MAE:  0.590487711327



ITERATION 6310 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43229824361
AVG_RMSE_PER_AREA:  1.28916744179
STD_RMSE:  0.156345955976
CV_RMSE:  0.140722169422
AVG_MAE:  1.18077018524
AVG_MAE_PER_AREA:  1.06277479976
STD_MAE:  0.103983421502
CV_MAE:  0.0935922682898



ITERATION 6311 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  47.9194969239
AVG_RMSE_PER_AREA:  3.72992975206
STD_RMSE:  43.3660916134
CV_RMSE:  3.37550445482
AVG_MAE:  19.7348528963
AVG_MAE_PER_AREA:  1.53610992801
STD_MAE:  9.1165667529
CV_MAE:  0.709609986563



ITERATION 6312 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43182118504
AVG_RMSE_PER_AREA:  1.2887380561
STD_RMSE:  0.156849668525
CV_RMSE:  0.14117554554
AVG_MAE:  1.18062601616
AVG_MAE_PER_AREA:  1.06264503762
STD_MAE:  0.109860523555
CV_MAE:  0.0988820664528



ITERATION 6313 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.3406829877
AVG_RMSE_PER_AREA:  3.52920154239
STD_RMSE:  45.6789589024
CV_RMSE:  3.55553206503
AVG_MAE:  19.7328058971
AVG_MAE_PER_AREA:  1.53595059489
STD_MAE:  10.8532541841
CV_MAE:  0.844789246267



ITERATION 6314 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41943258099
AVG_RMSE_PER_AREA:  1.27758745596
STD_RMSE:  0.217735341947
CV_RMSE:  0.195976860977
AVG_MAE:  1.17714288543
AVG_MAE_PER_AREA:  1.05950997916
STD_MAE:  0.152957568989
CV_MAE:  0.137672386876



ITERATION 6315 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.6917140015
AVG_RMSE_PER_AREA:  3.40085005966
STD_RMSE:  47.7564823979
CV_RMSE:  3.71724112281
AVG_MAE:  19.8788125284
AVG_MAE_PER_AREA:  1.54731537359
STD_MAE:  12.2183000009
CV_MAE:  0.951040883532



ITERATION 6316 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41476221092
AVG_RMSE_PER_AREA:  1.27338380001
STD_RMSE:  0.247509517172
CV_RMSE:  0.222775677129
AVG_MAE:  1.17911436185
AVG_MAE_PER_AREA:  1.06128444423
STD_MAE:  0.185738442039
CV_MAE:  0.167177438941



ITERATION 6317 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.7280457581
AVG_RMSE_PER_AREA:  3.32584061501
STD_RMSE:  48.3196833745
CV_RMSE:  3.76107923075
AVG_MAE:  20.0450043415
AVG_MAE_PER_AREA:  1.56025131466
STD_MAE:  12.3788234883
CV_MAE:  0.963535616779



ITERATION 6318 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41229566981
AVG_RMSE_PER_AREA:  1.27116374248
STD_RMSE:  0.273346407517
CV_RMSE:  0.246030664684
AVG_MAE:  1.18001116863
AVG_MAE_PER_AREA:  1.06209163234
STD_MAE:  0.183265161211
CV_MAE:  0.164951315204



ITERATION 6319 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.4188761783
AVG_RMSE_PER_AREA:  4.702849118
STD_RMSE:  29.7204250845
CV_RMSE:  2.31336105098
AVG_MAE:  21.2084048743
AVG_MAE_PER_AREA:  1.65080740434
STD_MAE:  1.56560271456
CV_MAE:  0.121862467676



ITERATION 6320 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43683349943
AVG_RMSE_PER_AREA:  1.29324948557
STD_RMSE:  0.0441414368498
CV_RMSE:  0.0397303449017
AVG_MAE:  1.17582635358
AVG_MAE_PER_AREA:  1.05832500947
STD_MAE:  0.0239422184401
CV_MAE:  0.0215496518515



ITERATION 6321 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  58.7109109842
AVG_RMSE_PER_AREA:  4.56990552297
STD_RMSE:  27.6841797723
CV_RMSE:  2.15486498028
AVG_MAE:  21.3797891199
AVG_MAE_PER_AREA:  1.66414751093
STD_MAE:  2.37751004112
CV_MAE:  0.185059234914



ITERATION 6322 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.45867908701
AVG_RMSE_PER_AREA:  1.3129120247
STD_RMSE:  0.0735897047431
CV_RMSE:  0.066235821924
AVG_MAE:  1.20672833417
AVG_MAE_PER_AREA:  1.08613892842
STD_MAE:  0.0725940367083
CV_MAE:  0.0653396518567



ITERATION 6323 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  55.4533024075
AVG_RMSE_PER_AREA:  4.3163416934
STD_RMSE:  33.9311621488
CV_RMSE:  2.64111393786
AVG_MAE:  21.1579374529
AVG_MAE_PER_AREA:  1.64687915073
STD_MAE:  4.5085896847
CV_MAE:  0.350936964791



ITERATION 6324 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44963748664
AVG_RMSE_PER_AREA:  1.30477395928
STD_RMSE:  0.101475119323
CV_RMSE:  0.0913346229153
AVG_MAE:  1.20451488889
AVG_MAE_PER_AREA:  1.08414667464
STD_MAE:  0.0822550329753
CV_MAE:  0.0740352164141



ITERATION 6325 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  54.880112814
AVG_RMSE_PER_AREA:  4.27172609734
STD_RMSE:  34.5818570293
CV_RMSE:  2.69176234508
AVG_MAE:  21.1820895377
AVG_MAE_PER_AREA:  1.64875908658
STD_MAE:  5.0527762665
CV_MAE:  0.393295041407



ITERATION 6326 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.44455151203
AVG_RMSE_PER_AREA:  1.30019623051
STD_RMSE:  0.120617651416
CV_RMSE:  0.108564225226
AVG_MAE:  1.19633588183
AVG_MAE_PER_AREA:  1.07678500283
STD_MAE:  0.100831592302
CV_MAE:  0.0907554041065



ITERATION 6327 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  53.4110222985
AVG_RMSE_PER_AREA:  4.15737588972
STD_RMSE:  37.5459318909
CV_RMSE:  2.92247826915
AVG_MAE:  21.4733585973
AVG_MAE_PER_AREA:  1.67143071714
STD_MAE:  5.64591277466
CV_MAE:  0.43946325374



ITERATION 6328 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44596060492
AVG_RMSE_PER_AREA:  1.30146451152
STD_RMSE:  0.146497765477
CV_RMSE:  0.131858117114
AVG_MAE:  1.19895606429
AVG_MAE_PER_AREA:  1.0791433482
STD_MAE:  0.1072181767
CV_MAE:  0.096503771604



ITERATION 6329 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  52.1309151475
AVG_RMSE_PER_AREA:  4.05773565861
STD_RMSE:  38.6264615854
CV_RMSE:  3.00658390702
AVG_MAE:  21.0364664563
AVG_MAE_PER_AREA:  1.6374241624
STD_MAE:  6.99433530262
CV_MAE:  0.544420977177



ITERATION 6330 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44134976863
AVG_RMSE_PER_AREA:  1.29731444009
STD_RMSE:  0.14761180731
CV_RMSE:  0.132860831783
AVG_MAE:  1.19753795114
AVG_MAE_PER_AREA:  1.07786694832
STD_MAE:  0.11131924793
CV_MAE:  0.10019501924



ITERATION 6331 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  49.5583444274
AVG_RMSE_PER_AREA:  3.85749340474
STD_RMSE:  41.4250675681
CV_RMSE:  3.22442016135
AVG_MAE:  21.0038901666
AVG_MAE_PER_AREA:  1.63488850824
STD_MAE:  8.74741086004
CV_MAE:  0.680875846259



ITERATION 6332 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43464931305
AVG_RMSE_PER_AREA:  1.29128356682
STD_RMSE:  0.187106912611
CV_RMSE:  0.168409157065
AVG_MAE:  1.19431310845
AVG_MAE_PER_AREA:  1.07496436695
STD_MAE:  0.12975596226
CV_MAE:  0.116789336767



ITERATION 6333 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  47.7053499086
AVG_RMSE_PER_AREA:  3.71326110203
STD_RMSE:  43.8723484609
CV_RMSE:  3.41491017898
AVG_MAE:  21.0026571912
AVG_MAE_PER_AREA:  1.63479253662
STD_MAE:  10.1456678398
CV_MAE:  0.789712554586



ITERATION 6334 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42440800505
AVG_RMSE_PER_AREA:  1.28206568159
STD_RMSE:  0.238304212958
CV_RMSE:  0.214490266924
AVG_MAE:  1.19211402095
AVG_MAE_PER_AREA:  1.07298503616
STD_MAE:  0.170483454716
CV_MAE:  0.15344689569



ITERATION 6335 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  45.8230013862
AVG_RMSE_PER_AREA:  3.56674395957
STD_RMSE:  45.261168997
CV_RMSE:  3.52301237893
AVG_MAE:  21.0422344226
AVG_MAE_PER_AREA:  1.63787312599
STD_MAE:  11.4796297668
CV_MAE:  0.893544702231



ITERATION 6336 OF 6498
HP:  19
FEATURES:  X, Y, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41834922636
AVG_RMSE_PER_AREA:  1.2766123619
STD_RMSE:  0.252092856259
CV_RMSE:  0.226900999179
AVG_MAE:  1.18817570502
AVG_MAE_PER_AREA:  1.06944027955
STD_MAE:  0.170910090572
CV_MAE:  0.153830897456



ITERATION 6337 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.6609631513
AVG_RMSE_PER_AREA:  4.33250546883
STD_RMSE:  32.1993660807
CV_RMSE:  2.50631540921
AVG_MAE:  19.9410509218
AVG_MAE_PER_AREA:  1.55215984923
STD_MAE:  3.19903318637
CV_MAE:  0.249004472618



ITERATION 6338 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.44362239359
AVG_RMSE_PER_AREA:  1.29935995967
STD_RMSE:  0.0195378961181
CV_RMSE:  0.017585457267
AVG_MAE:  1.18944139103
AVG_MAE_PER_AREA:  1.07057948446
STD_MAE:  0.010731309778
CV_MAE:  0.00965892071384



ITERATION 6339 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.3373093251
AVG_RMSE_PER_AREA:  4.3851505064
STD_RMSE:  32.6558137462
CV_RMSE:  2.54184411541
AVG_MAE:  20.1548618863
AVG_MAE_PER_AREA:  1.56880234193
STD_MAE:  4.49017047695
CV_MAE:  0.34950326128



ITERATION 6340 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44562186581
AVG_RMSE_PER_AREA:  1.30115962291
STD_RMSE:  0.0814692891038
CV_RMSE:  0.073327992607
AVG_MAE:  1.18820149064
AVG_MAE_PER_AREA:  1.06946348839
STD_MAE:  0.0792822279503
CV_MAE:  0.0713594863654



ITERATION 6341 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.8084896714
AVG_RMSE_PER_AREA:  4.11047630778
STD_RMSE:  38.0571989891
CV_RMSE:  2.96227397827
AVG_MAE:  20.0035693408
AVG_MAE_PER_AREA:  1.55702612133
STD_MAE:  6.19097921405
CV_MAE:  0.481889816196



ITERATION 6342 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43522036454
AVG_RMSE_PER_AREA:  1.29179755265
STD_RMSE:  0.107648361049
CV_RMSE:  0.0968909672588
AVG_MAE:  1.17416992537
AVG_MAE_PER_AREA:  1.05683410956
STD_MAE:  0.0803970179812
CV_MAE:  0.0723628744647



ITERATION 6343 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.5712090926
AVG_RMSE_PER_AREA:  4.01416958633
STD_RMSE:  39.0959432856
CV_RMSE:  3.0431271488
AVG_MAE:  20.1907551041
AVG_MAE_PER_AREA:  1.57159617721
STD_MAE:  7.0387089321
CV_MAE:  0.547874905774



ITERATION 6344 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43772474566
AVG_RMSE_PER_AREA:  1.2940516688
STD_RMSE:  0.130144136791
CV_RMSE:  0.117138720682
AVG_MAE:  1.1823070567
AVG_MAE_PER_AREA:  1.06415809033
STD_MAE:  0.102022149102
CV_MAE:  0.0918269875357



ITERATION 6345 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.5268200676
AVG_RMSE_PER_AREA:  3.93287704473
STD_RMSE:  41.5802981842
CV_RMSE:  3.23650291118
AVG_MAE:  20.2503640748
AVG_MAE_PER_AREA:  1.57623598538
STD_MAE:  7.59768563129
CV_MAE:  0.591384206891



ITERATION 6346 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43115012983
AVG_RMSE_PER_AREA:  1.28813406002
STD_RMSE:  0.154500960865
CV_RMSE:  0.139061546268
AVG_MAE:  1.17743362083
AVG_MAE_PER_AREA:  1.05977166111
STD_MAE:  0.101438108238
CV_MAE:  0.0913013103806



ITERATION 6347 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.1304225259
AVG_RMSE_PER_AREA:  3.7463476556
STD_RMSE:  43.2702625845
CV_RMSE:  3.36804537096
AVG_MAE:  19.8891143235
AVG_MAE_PER_AREA:  1.54811723869
STD_MAE:  9.16322250081
CV_MAE:  0.713241549358



ITERATION 6348 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4324084031
AVG_RMSE_PER_AREA:  1.28926659294
STD_RMSE:  0.159676283925
CV_RMSE:  0.14371969482
AVG_MAE:  1.17994758892
AVG_MAE_PER_AREA:  1.0620344062
STD_MAE:  0.111575881969
CV_MAE:  0.100426007618



ITERATION 6349 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  45.3576135249
AVG_RMSE_PER_AREA:  3.53051937163
STD_RMSE:  45.6930145646
CV_RMSE:  3.55662612144
AVG_MAE:  19.7407746425
AVG_MAE_PER_AREA:  1.53657086143
STD_MAE:  10.9178300801
CV_MAE:  0.84981566706



ITERATION 6350 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41547296877
AVG_RMSE_PER_AREA:  1.27402353121
STD_RMSE:  0.217584512327
CV_RMSE:  0.195841103891
AVG_MAE:  1.17234116308
AVG_MAE_PER_AREA:  1.05518809707
STD_MAE:  0.153027143337
CV_MAE:  0.137735008599



ITERATION 6351 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.7541697339
AVG_RMSE_PER_AREA:  3.4057114524
STD_RMSE:  47.8342477185
CV_RMSE:  3.72329417431
AVG_MAE:  20.0401605989
AVG_MAE_PER_AREA:  1.55987429026
STD_MAE:  12.4419455319
CV_MAE:  0.96844887346



ITERATION 6352 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41148625158
AVG_RMSE_PER_AREA:  1.27043521012
STD_RMSE:  0.2487562657
CV_RMSE:  0.223897836999
AVG_MAE:  1.17686295479
AVG_MAE_PER_AREA:  1.05925802223
STD_MAE:  0.184987954843
CV_MAE:  0.166501948578



ITERATION 6353 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.7985792222
AVG_RMSE_PER_AREA:  3.3313307575
STD_RMSE:  48.2684163624
CV_RMSE:  3.75708873907
AVG_MAE:  20.0794371885
AVG_MAE_PER_AREA:  1.56293147845
STD_MAE:  12.4722638924
CV_MAE:  0.970808776263



ITERATION 6354 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41234933951
AVG_RMSE_PER_AREA:  1.27121204893
STD_RMSE:  0.273184954895
CV_RMSE:  0.245885346162
AVG_MAE:  1.17847893878
AVG_MAE_PER_AREA:  1.06071251954
STD_MAE:  0.183932321244
CV_MAE:  0.165551805358



ITERATION 6355 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  60.0885864185
AVG_RMSE_PER_AREA:  4.67714021701
STD_RMSE:  29.5044510484
CV_RMSE:  2.29655019038
AVG_MAE:  21.3664682635
AVG_MAE_PER_AREA:  1.66311064991
STD_MAE:  1.30012133401
CV_MAE:  0.101198083375



ITERATION 6356 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.43495455715
AVG_RMSE_PER_AREA:  1.29155830762
STD_RMSE:  0.0235143232912
CV_RMSE:  0.0211645166347
AVG_MAE:  1.17721812379
AVG_MAE_PER_AREA:  1.05957769888
STD_MAE:  0.014038823796
CV_MAE:  0.0126359119964



ITERATION 6357 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.3982604607
AVG_RMSE_PER_AREA:  4.46773219988
STD_RMSE:  28.5416662855
CV_RMSE:  2.22160951357
AVG_MAE:  21.4549991746
AVG_MAE_PER_AREA:  1.67000166714
STD_MAE:  2.34894282089
CV_MAE:  0.182835636347



ITERATION 6358 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.4422252112
AVG_RMSE_PER_AREA:  1.29810239892
STD_RMSE:  0.0890618266736
CV_RMSE:  0.0801618013331
AVG_MAE:  1.19683624062
AVG_MAE_PER_AREA:  1.07723536033
STD_MAE:  0.0837234611917
CV_MAE:  0.0753569033292



ITERATION 6359 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.0082926393
AVG_RMSE_PER_AREA:  4.2038658689
STD_RMSE:  34.2488615501
CV_RMSE:  2.66584283789
AVG_MAE:  21.1663679423
AVG_MAE_PER_AREA:  1.64753535823
STD_MAE:  4.35779978759
CV_MAE:  0.339199869044



ITERATION 6360 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43454132774
AVG_RMSE_PER_AREA:  1.29118637258
STD_RMSE:  0.106497820421
CV_RMSE:  0.0958554011506
AVG_MAE:  1.19201985065
AVG_MAE_PER_AREA:  1.07290027638
STD_MAE:  0.0912579105324
CV_MAE:  0.0821384286331



ITERATION 6361 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  53.2343141649
AVG_RMSE_PER_AREA:  4.14362138546
STD_RMSE:  35.4450883871
CV_RMSE:  2.75895404222
AVG_MAE:  21.098890074
AVG_MAE_PER_AREA:  1.64228305542
STD_MAE:  5.26454146408
CV_MAE:  0.4097782969



ITERATION 6362 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43569147677
AVG_RMSE_PER_AREA:  1.29222158623
STD_RMSE:  0.114482355217
CV_RMSE:  0.103042034481
AVG_MAE:  1.18501811944
AVG_MAE_PER_AREA:  1.06659823422
STD_MAE:  0.098924565908
CV_MAE:  0.0890389485087



ITERATION 6363 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.4427923116
AVG_RMSE_PER_AREA:  4.0041739561
STD_RMSE:  38.1902418101
CV_RMSE:  2.97262968749
AVG_MAE:  21.1387963206
AVG_MAE_PER_AREA:  1.64538925448
STD_MAE:  5.76381312449
CV_MAE:  0.448640312157



ITERATION 6364 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42927412549
AVG_RMSE_PER_AREA:  1.28644552641
STD_RMSE:  0.149949348062
CV_RMSE:  0.134964780067
AVG_MAE:  1.18098082474
AVG_MAE_PER_AREA:  1.06296438987
STD_MAE:  0.113620268304
CV_MAE:  0.102266096659



ITERATION 6365 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  50.3387728124
AVG_RMSE_PER_AREA:  3.91823993256
STD_RMSE:  39.3104991537
CV_RMSE:  3.05982762287
AVG_MAE:  20.8348437341
AVG_MAE_PER_AREA:  1.62173037097
STD_MAE:  6.65493333031
CV_MAE:  0.518002805124



ITERATION 6366 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4338083931
AVG_RMSE_PER_AREA:  1.29052668073
STD_RMSE:  0.152488786498
CV_RMSE:  0.137250450224
AVG_MAE:  1.18868069594
AVG_MAE_PER_AREA:  1.06989480629
STD_MAE:  0.116078491544
CV_MAE:  0.104478667525



ITERATION 6367 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  48.002763307
AVG_RMSE_PER_AREA:  3.73641099204
STD_RMSE:  41.5097195971
CV_RMSE:  3.23100925644
AVG_MAE:  20.6443025505
AVG_MAE_PER_AREA:  1.60689913786
STD_MAE:  7.90731551566
CV_MAE:  0.61548499659



ITERATION 6368 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42827125293
AVG_RMSE_PER_AREA:  1.28554287177
STD_RMSE:  0.17731351696
CV_RMSE:  0.159594423908
AVG_MAE:  1.18588093676
AVG_MAE_PER_AREA:  1.06737482946
STD_MAE:  0.119033448419
CV_MAE:  0.107138333004



ITERATION 6369 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.7557032508
AVG_RMSE_PER_AREA:  3.48366823205
STD_RMSE:  44.9332997097
CV_RMSE:  3.49749188126
AVG_MAE:  20.2535608759
AVG_MAE_PER_AREA:  1.57648481611
STD_MAE:  10.2573896293
CV_MAE:  0.798408689838



ITERATION 6370 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41459946822
AVG_RMSE_PER_AREA:  1.27323732033
STD_RMSE:  0.238928169787
CV_RMSE:  0.215051871208
AVG_MAE:  1.17950806871
AVG_MAE_PER_AREA:  1.06163880763
STD_MAE:  0.175027315951
CV_MAE:  0.157536684943



ITERATION 6371 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.5065247637
AVG_RMSE_PER_AREA:  3.38643540817
STD_RMSE:  45.7730311306
CV_RMSE:  3.56285440407
AVG_MAE:  20.3235353334
AVG_MAE_PER_AREA:  1.58193144698
STD_MAE:  10.9500231324
CV_MAE:  0.852321491023



ITERATION 6372 OF 6498
HP:  19
FEATURES:  temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41154873853
AVG_RMSE_PER_AREA:  1.27049145269
STD_RMSE:  0.251096906927
CV_RMSE:  0.226004575925
AVG_MAE:  1.1795282491
AVG_MAE_PER_AREA:  1.06165697137
STD_MAE:  0.174973372874
CV_MAE:  0.157488132445



ITERATION 6373 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.5777642181
AVG_RMSE_PER_AREA:  4.32602947897
STD_RMSE:  32.5531850744
CV_RMSE:  2.53385576493
AVG_MAE:  19.4355270115
AVG_MAE_PER_AREA:  1.51281117501
STD_MAE:  2.93892375575
CV_MAE:  0.228758227012



ITERATION 6374 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4266254129
AVG_RMSE_PER_AREA:  1.28406150196
STD_RMSE:  0.0252035540038
CV_RMSE:  0.0226849410617
AVG_MAE:  1.17664118966
AVG_MAE_PER_AREA:  1.05905841828
STD_MAE:  0.0210753577742
CV_MAE:  0.0189692790505



ITERATION 6375 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.3158343577
AVG_RMSE_PER_AREA:  4.46131636512
STD_RMSE:  32.3234471052
CV_RMSE:  2.51597355536
AVG_MAE:  20.830827552
AVG_MAE_PER_AREA:  1.62141776174
STD_MAE:  4.22008077415
CV_MAE:  0.328480177089



ITERATION 6376 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.43879366954
AVG_RMSE_PER_AREA:  1.29501377419
STD_RMSE:  0.0816995716346
CV_RMSE:  0.0735352628054
AVG_MAE:  1.18971497618
AVG_MAE_PER_AREA:  1.07082573
STD_MAE:  0.076198962964
CV_MAE:  0.0685843347149



ITERATION 6377 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.7213079257
AVG_RMSE_PER_AREA:  4.2593651354
STD_RMSE:  36.9682506244
CV_RMSE:  2.87751305287
AVG_MAE:  21.0431273018
AVG_MAE_PER_AREA:  1.6379426254
STD_MAE:  5.15108380512
CV_MAE:  0.400947046055



ITERATION 6378 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43238076025
AVG_RMSE_PER_AREA:  1.28924171247
STD_RMSE:  0.079987439157
CV_RMSE:  0.0719942252066
AVG_MAE:  1.18239097944
AVG_MAE_PER_AREA:  1.0642336266
STD_MAE:  0.0711277242994
CV_MAE:  0.0640198693146



ITERATION 6379 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.5512313298
AVG_RMSE_PER_AREA:  4.09045198358
STD_RMSE:  38.4933343959
CV_RMSE:  2.99622163077
AVG_MAE:  20.7824745545
AVG_MAE_PER_AREA:  1.61765408943
STD_MAE:  6.18387266206
CV_MAE:  0.481336660562



ITERATION 6380 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.42356170527
AVG_RMSE_PER_AREA:  1.28130395328
STD_RMSE:  0.100328747703
CV_RMSE:  0.0903028092031
AVG_MAE:  1.17895042339
AVG_MAE_PER_AREA:  1.06113688828
STD_MAE:  0.0880121712194
CV_MAE:  0.079217038856



ITERATION 6381 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.3506128515
AVG_RMSE_PER_AREA:  3.99699894524
STD_RMSE:  41.238086073
CV_RMSE:  3.20986600519
AVG_MAE:  20.7680304438
AVG_MAE_PER_AREA:  1.61652979719
STD_MAE:  7.37139946925
CV_MAE:  0.573770677066



ITERATION 6382 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.42600385325
AVG_RMSE_PER_AREA:  1.2835020553
STD_RMSE:  0.140252550185
CV_RMSE:  0.126236991586
AVG_MAE:  1.17799804085
AVG_MAE_PER_AREA:  1.06027967815
STD_MAE:  0.0986445707359
CV_MAE:  0.0887869334962



ITERATION 6383 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.5678273358
AVG_RMSE_PER_AREA:  3.85823152982
STD_RMSE:  42.4140443769
CV_RMSE:  3.3013995593
AVG_MAE:  20.5872411687
AVG_MAE_PER_AREA:  1.60245762742
STD_MAE:  8.2232314388
CV_MAE:  0.640075075295



ITERATION 6384 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.42096338248
AVG_RMSE_PER_AREA:  1.27896528314
STD_RMSE:  0.145675481133
CV_RMSE:  0.131118004356
AVG_MAE:  1.17768951287
AVG_MAE_PER_AREA:  1.06000198165
STD_MAE:  0.107370491673
CV_MAE:  0.0966408656096



ITERATION 6385 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.3737630057
AVG_RMSE_PER_AREA:  3.68745123477
STD_RMSE:  44.3807656553
CV_RMSE:  3.45448405895
AVG_MAE:  20.4976580864
AVG_MAE_PER_AREA:  1.5954847119
STD_MAE:  9.48629091406
CV_MAE:  0.738388359402



ITERATION 6386 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.41379664054
AVG_RMSE_PER_AREA:  1.27251471991
STD_RMSE:  0.191216137308
CV_RMSE:  0.172107743385
AVG_MAE:  1.17801651625
AVG_MAE_PER_AREA:  1.06029630729
STD_MAE:  0.132118409637
CV_MAE:  0.118915702735



ITERATION 6387 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.401197365
AVG_RMSE_PER_AREA:  3.53391182507
STD_RMSE:  46.8014283373
CV_RMSE:  3.64290218387
AVG_MAE:  20.661016833
AVG_MAE_PER_AREA:  1.6082001344
STD_MAE:  10.9770804884
CV_MAE:  0.854427565665



ITERATION 6388 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.4092263112
AVG_RMSE_PER_AREA:  1.26840110753
STD_RMSE:  0.237952031385
CV_RMSE:  0.21417327916
AVG_MAE:  1.1824380712
AVG_MAE_PER_AREA:  1.06427601244
STD_MAE:  0.174423257074
CV_MAE:  0.156992990192



ITERATION 6389 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.2987873819
AVG_RMSE_PER_AREA:  3.37026566744
STD_RMSE:  48.1254563475
CV_RMSE:  3.74596110111
AVG_MAE:  20.5084608044
AVG_MAE_PER_AREA:  1.59632556754
STD_MAE:  12.0798381655
CV_MAE:  0.940263372238



ITERATION 6390 OF 6498
HP:  19
FEATURES:  DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40562368218
AVG_RMSE_PER_AREA:  1.26515849235
STD_RMSE:  0.253049329559
CV_RMSE:  0.227761891275
AVG_MAE:  1.17920767124
AVG_MAE_PER_AREA:  1.06136842913
STD_MAE:  0.170997444425
CV_MAE:  0.153909521963



ITERATION 6391 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.3250762672
AVG_RMSE_PER_AREA:  4.46203573146
STD_RMSE:  31.9002740562
CV_RMSE:  2.48303485928
AVG_MAE:  20.384490517
AVG_MAE_PER_AREA:  1.58667604088
STD_MAE:  2.63784460896
CV_MAE:  0.205323004619



ITERATION 6392 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42749858777
AVG_RMSE_PER_AREA:  1.28484741971
STD_RMSE:  0.0358070231497
CV_RMSE:  0.0322287963684
AVG_MAE:  1.17355254573
AVG_MAE_PER_AREA:  1.0562784252
STD_MAE:  0.0229815632673
CV_MAE:  0.0206849957806



ITERATION 6393 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.0505346125
AVG_RMSE_PER_AREA:  4.44066611884
STD_RMSE:  31.7658897909
CV_RMSE:  2.4725747355
AVG_MAE:  20.5349179572
AVG_MAE_PER_AREA:  1.59838492392
STD_MAE:  3.60447279028
CV_MAE:  0.280562843184



ITERATION 6394 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.43962282843
AVG_RMSE_PER_AREA:  1.29576007452
STD_RMSE:  0.0822974485419
CV_RMSE:  0.0740733933564
AVG_MAE:  1.19261264946
AVG_MAE_PER_AREA:  1.07343383629
STD_MAE:  0.0753883015049
CV_MAE:  0.0678546833563



ITERATION 6395 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.2573267365
AVG_RMSE_PER_AREA:  4.14541262453
STD_RMSE:  37.7430933076
CV_RMSE:  2.9378248041
AVG_MAE:  20.1047497168
AVG_MAE_PER_AREA:  1.56490174021
STD_MAE:  5.36349328639
CV_MAE:  0.417480450925



ITERATION 6396 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43733634213
AVG_RMSE_PER_AREA:  1.29370207877
STD_RMSE:  0.0958945777459
CV_RMSE:  0.0863117496832
AVG_MAE:  1.18573247111
AVG_MAE_PER_AREA:  1.06724120011
STD_MAE:  0.0827163165319
CV_MAE:  0.0744504035061



ITERATION 6397 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.6377311368
AVG_RMSE_PER_AREA:  4.09718490492
STD_RMSE:  38.049844828
CV_RMSE:  2.96170154938
AVG_MAE:  19.8143728044
AVG_MAE_PER_AREA:  1.54229955207
STD_MAE:  5.68323380269
CV_MAE:  0.442368226073



ITERATION 6398 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43658665849
AVG_RMSE_PER_AREA:  1.29302731166
STD_RMSE:  0.102709235675
CV_RMSE:  0.0924454129538
AVG_MAE:  1.18388681302
AVG_MAE_PER_AREA:  1.06557998023
STD_MAE:  0.0829950098931
CV_MAE:  0.0747012467987



ITERATION 6399 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  49.8258813333
AVG_RMSE_PER_AREA:  3.87831778582
STD_RMSE:  41.5365430794
CV_RMSE:  3.23309712695
AVG_MAE:  19.5485438596
AVG_MAE_PER_AREA:  1.52160811428
STD_MAE:  7.08228272136
CV_MAE:  0.551266576877



ITERATION 6400 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43419429578
AVG_RMSE_PER_AREA:  1.29087401983
STD_RMSE:  0.138313083648
CV_RMSE:  0.124491337616
AVG_MAE:  1.18678225462
AVG_MAE_PER_AREA:  1.06818607785
STD_MAE:  0.0883091561911
CV_MAE:  0.0794843458627



ITERATION 6401 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.1418016385
AVG_RMSE_PER_AREA:  3.82507079096
STD_RMSE:  42.4541280043
CV_RMSE:  3.30451956523
AVG_MAE:  19.5582164308
AVG_MAE_PER_AREA:  1.52236100221
STD_MAE:  7.49672524438
CV_MAE:  0.583525711391



ITERATION 6402 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44372849818
AVG_RMSE_PER_AREA:  1.29945546114
STD_RMSE:  0.134575009118
CV_RMSE:  0.121126812106
AVG_MAE:  1.19586451837
AVG_MAE_PER_AREA:  1.07636074313
STD_MAE:  0.0924545239753
CV_MAE:  0.0832154634601



ITERATION 6403 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.6134529094
AVG_RMSE_PER_AREA:  3.62827066255
STD_RMSE:  44.794946803
CV_RMSE:  3.48672284869
AVG_MAE:  19.5384845938
AVG_MAE_PER_AREA:  1.52082512703
STD_MAE:  8.84016871877
CV_MAE:  0.688095878171



ITERATION 6404 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.43818733201
AVG_RMSE_PER_AREA:  1.29446802849
STD_RMSE:  0.169415410321
CV_RMSE:  0.152485581895
AVG_MAE:  1.1903507856
AVG_MAE_PER_AREA:  1.07139800244
STD_MAE:  0.104007644275
CV_MAE:  0.0936140704593



ITERATION 6405 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.6367238927
AVG_RMSE_PER_AREA:  3.47440718641
STD_RMSE:  47.3147044039
CV_RMSE:  3.6828542659
AVG_MAE:  19.7473522256
AVG_MAE_PER_AREA:  1.53708284349
STD_MAE:  10.7346188423
CV_MAE:  0.835554977977



ITERATION 6406 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43126997517
AVG_RMSE_PER_AREA:  1.28824192911
STD_RMSE:  0.221056025523
CV_RMSE:  0.198965705772
AVG_MAE:  1.18908788049
AVG_MAE_PER_AREA:  1.07026130053
STD_MAE:  0.161299356407
CV_MAE:  0.145180572265



ITERATION 6407 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  41.822644842
AVG_RMSE_PER_AREA:  3.25536654848
STD_RMSE:  49.0982065106
CV_RMSE:  3.82167745891
AVG_MAE:  19.4551840613
AVG_MAE_PER_AREA:  1.51434122894
STD_MAE:  12.3184587079
CV_MAE:  0.958836978344



ITERATION 6408 OF 6498
HP:  19
FEATURES:  DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42617599813
AVG_RMSE_PER_AREA:  1.2836569976
STD_RMSE:  0.255339827206
CV_RMSE:  0.229823497512
AVG_MAE:  1.19070806361
AVG_MAE_PER_AREA:  1.07171957735
STD_MAE:  0.170268423312
CV_MAE:  0.15325335256



ITERATION 6409 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.5613681651
AVG_RMSE_PER_AREA:  4.32475325259
STD_RMSE:  32.5443762864
CV_RMSE:  2.53317011165
AVG_MAE:  19.2714511005
AVG_MAE_PER_AREA:  1.50003993029
STD_MAE:  2.84041899662
CV_MAE:  0.22109087123



ITERATION 6410 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42951629682
AVG_RMSE_PER_AREA:  1.28666349735
STD_RMSE:  0.013445591996
CV_RMSE:  0.0121019623631
AVG_MAE:  1.17729797598
AVG_MAE_PER_AREA:  1.05964957137
STD_MAE:  0.0108492313535
CV_MAE:  0.00976505828434



ITERATION 6411 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.1773371505
AVG_RMSE_PER_AREA:  4.45053610058
STD_RMSE:  32.4352600324
CV_RMSE:  2.52467678454
AVG_MAE:  20.3248074565
AVG_MAE_PER_AREA:  1.58203046574
STD_MAE:  4.2522057405
CV_MAE:  0.330980701416



ITERATION 6412 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44268639862
AVG_RMSE_PER_AREA:  1.29851749949
STD_RMSE:  0.0733832020473
CV_RMSE:  0.0660499552211
AVG_MAE:  1.19040418492
AVG_MAE_PER_AREA:  1.07144606553
STD_MAE:  0.0650907245927
CV_MAE:  0.058586152208



ITERATION 6413 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.6078501725
AVG_RMSE_PER_AREA:  4.25053387722
STD_RMSE:  37.0981995316
CV_RMSE:  2.88762793984
AVG_MAE:  20.7014431163
AVG_MAE_PER_AREA:  1.61134681177
STD_MAE:  5.49519756379
CV_MAE:  0.427731971376



ITERATION 6414 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44558948179
AVG_RMSE_PER_AREA:  1.30113047505
STD_RMSE:  0.088426977024
CV_RMSE:  0.0795903927579
AVG_MAE:  1.19202517549
AVG_MAE_PER_AREA:  1.0729050691
STD_MAE:  0.0759137203825
CV_MAE:  0.0683275966712



ITERATION 6415 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.742194503
AVG_RMSE_PER_AREA:  4.10531606327
STD_RMSE:  38.3526137615
CV_RMSE:  2.9852683004
AVG_MAE:  20.7078210095
AVG_MAE_PER_AREA:  1.61184325049
STD_MAE:  6.23897731873
CV_MAE:  0.485625864573



ITERATION 6416 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43704163839
AVG_RMSE_PER_AREA:  1.29343682503
STD_RMSE:  0.0985515647008
CV_RMSE:  0.0887032216346
AVG_MAE:  1.19382387634
AVG_MAE_PER_AREA:  1.07452402422
STD_MAE:  0.0845820087419
CV_MAE:  0.0761296554805



ITERATION 6417 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.6510323797
AVG_RMSE_PER_AREA:  4.02038282462
STD_RMSE:  41.139709122
CV_RMSE:  3.20220859766
AVG_MAE:  20.8174339327
AVG_MAE_PER_AREA:  1.62037523704
STD_MAE:  7.63623096421
CV_MAE:  0.594384475952



ITERATION 6418 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.44070334351
AVG_RMSE_PER_AREA:  1.29673261279
STD_RMSE:  0.148534874974
CV_RMSE:  0.133691656498
AVG_MAE:  1.19533032876
AVG_MAE_PER_AREA:  1.07587993555
STD_MAE:  0.101439674046
CV_MAE:  0.091302719716



ITERATION 6419 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.8659959104
AVG_RMSE_PER_AREA:  3.88144020079
STD_RMSE:  42.2547004753
CV_RMSE:  3.28899664196
AVG_MAE:  20.4830876514
AVG_MAE_PER_AREA:  1.59435058691
STD_MAE:  8.28833059822
CV_MAE:  0.64514222556



ITERATION 6420 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.43252852396
AVG_RMSE_PER_AREA:  1.28937471003
STD_RMSE:  0.143449586799
CV_RMSE:  0.129114545567
AVG_MAE:  1.18673994534
AVG_MAE_PER_AREA:  1.06814799657
STD_MAE:  0.105126842512
CV_MAE:  0.0946214262492



ITERATION 6421 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.6777561683
AVG_RMSE_PER_AREA:  3.71111327662
STD_RMSE:  44.2331686371
CV_RMSE:  3.44299548865
AVG_MAE:  20.522679257
AVG_MAE_PER_AREA:  1.59743229513
STD_MAE:  9.72316509878
CV_MAE:  0.756826033539



ITERATION 6422 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42842811049
AVG_RMSE_PER_AREA:  1.28568405442
STD_RMSE:  0.194910927336
CV_RMSE:  0.175433309852
AVG_MAE:  1.1894973605
AVG_MAE_PER_AREA:  1.07062986085
STD_MAE:  0.137586287072
CV_MAE:  0.123837170451



ITERATION 6423 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  46.0343303902
AVG_RMSE_PER_AREA:  3.58319326288
STD_RMSE:  46.4994779152
CV_RMSE:  3.61939914366
AVG_MAE:  20.9063020123
AVG_MAE_PER_AREA:  1.62729249861
STD_MAE:  11.0306318333
CV_MAE:  0.858595863899



ITERATION 6424 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42289680743
AVG_RMSE_PER_AREA:  1.28070549926
STD_RMSE:  0.242939202438
CV_RMSE:  0.218662077898
AVG_MAE:  1.19661829707
AVG_MAE_PER_AREA:  1.07703919607
STD_MAE:  0.178255183124
CV_MAE:  0.160441988559



ITERATION 6425 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.9312181237
AVG_RMSE_PER_AREA:  3.41949244133
STD_RMSE:  47.9193750987
CV_RMSE:  3.7299202695
AVG_MAE:  20.679504346
AVG_MAE_PER_AREA:  1.60963915461
STD_MAE:  12.035408979
CV_MAE:  0.936805119223



ITERATION 6426 OF 6498
HP:  19
FEATURES:  FFMC, DMC
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.42340266991
AVG_RMSE_PER_AREA:  1.28116081046
STD_RMSE:  0.263305271661
CV_RMSE:  0.236992948215
AVG_MAE:  1.19469585904
AVG_MAE_PER_AREA:  1.07530886894
STD_MAE:  0.179094399988
CV_MAE:  0.161197341756



ITERATION 6427 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  55.5670299092
AVG_RMSE_PER_AREA:  4.32519394811
STD_RMSE:  32.5064886458
CV_RMSE:  2.53022103566
AVG_MAE:  19.2770492874
AVG_MAE_PER_AREA:  1.50047567868
STD_MAE:  2.89986736015
CV_MAE:  0.225718178153



ITERATION 6428 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.41833224762
AVG_RMSE_PER_AREA:  1.27659707985
STD_RMSE:  0.0232101674741
CV_RMSE:  0.0208907553714
AVG_MAE:  1.16997106172
AVG_MAE_PER_AREA:  1.05305484199
STD_MAE:  0.0119653384145
CV_MAE:  0.0107696318018



ITERATION 6429 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  56.8633309887
AVG_RMSE_PER_AREA:  4.42609467275
STD_RMSE:  32.2941321902
CV_RMSE:  2.51369175817
AVG_MAE:  20.0095152018
AVG_MAE_PER_AREA:  1.55748893178
STD_MAE:  3.90448684165
CV_MAE:  0.303915161303



ITERATION 6430 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.42068416187
AVG_RMSE_PER_AREA:  1.27871396528
STD_RMSE:  0.0804651295925
CV_RMSE:  0.0724241796238
AVG_MAE:  1.17032166518
AVG_MAE_PER_AREA:  1.05337040935
STD_MAE:  0.0772472570147
CV_MAE:  0.0695278718348



ITERATION 6431 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  54.4176972688
AVG_RMSE_PER_AREA:  4.2357328668
STD_RMSE:  36.8442192059
CV_RMSE:  2.86785876792
AVG_MAE:  20.4176816857
AVG_MAE_PER_AREA:  1.58925955564
STD_MAE:  4.77114335419
CV_MAE:  0.371373463632



ITERATION 6432 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.41902937903
AVG_RMSE_PER_AREA:  1.27722454632
STD_RMSE:  0.0882739628541
CV_RMSE:  0.0794526694262
AVG_MAE:  1.1664935319
AVG_MAE_PER_AREA:  1.04992482473
STD_MAE:  0.0750169223307
CV_MAE:  0.0675204164241



ITERATION 6433 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.6097160247
AVG_RMSE_PER_AREA:  4.09500428102
STD_RMSE:  38.5510641207
CV_RMSE:  3.0007151633
AVG_MAE:  20.4479872852
AVG_MAE_PER_AREA:  1.59161846515
STD_MAE:  5.69336708136
CV_MAE:  0.443156974287



ITERATION 6434 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.41259854055
AVG_RMSE_PER_AREA:  1.27143634709
STD_RMSE:  0.109012335145
CV_RMSE:  0.0981186382442
AVG_MAE:  1.16464951371
AVG_MAE_PER_AREA:  1.04826508088
STD_MAE:  0.0917092161322
CV_MAE:  0.0825446348742



ITERATION 6435 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  51.3733792965
AVG_RMSE_PER_AREA:  3.99877102646
STD_RMSE:  41.0524975281
CV_RMSE:  3.19542027266
AVG_MAE:  20.5137865563
AVG_MAE_PER_AREA:  1.5967401103
STD_MAE:  7.04613879166
CV_MAE:  0.548453226834



ITERATION 6436 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.41609651658
AVG_RMSE_PER_AREA:  1.27458476735
STD_RMSE:  0.145551204265
CV_RMSE:  0.131006146582
AVG_MAE:  1.16716607299
AVG_MAE_PER_AREA:  1.05053015821
STD_MAE:  0.101438022972
CV_MAE:  0.0913012336352



ITERATION 6437 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.690359319
AVG_RMSE_PER_AREA:  3.8677691026
STD_RMSE:  42.4641515014
CV_RMSE:  3.30529976833
AVG_MAE:  20.1406393159
AVG_MAE_PER_AREA:  1.56769529382
STD_MAE:  7.7606646834
CV_MAE:  0.60407007495



ITERATION 6438 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.411506981
AVG_RMSE_PER_AREA:  1.27045386803
STD_RMSE:  0.149872437233
CV_RMSE:  0.134895555004
AVG_MAE:  1.16031400114
AVG_MAE_PER_AREA:  1.04436281982
STD_MAE:  0.114479731223
CV_MAE:  0.103039672706



ITERATION 6439 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  47.5430863609
AVG_RMSE_PER_AREA:  3.70063092699
STD_RMSE:  44.3949962844
CV_RMSE:  3.45559173434
AVG_MAE:  20.2421112782
AVG_MAE_PER_AREA:  1.57559360903
STD_MAE:  9.28437942462
CV_MAE:  0.722672091076



ITERATION 6440 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.40389637784
AVG_RMSE_PER_AREA:  1.26360379902
STD_RMSE:  0.204989218677
CV_RMSE:  0.184504468825
AVG_MAE:  1.16553146369
AVG_MAE_PER_AREA:  1.04905889683
STD_MAE:  0.144824755613
CV_MAE:  0.130352292572



ITERATION 6441 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  45.073363701
AVG_RMSE_PER_AREA:  3.50839410023
STD_RMSE:  47.1786264348
CV_RMSE:  3.67226230859
AVG_MAE:  20.1776572279
AVG_MAE_PER_AREA:  1.57057667238
STD_MAE:  10.9116467716
CV_MAE:  0.849334374312



ITERATION 6442 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.40328213993
AVG_RMSE_PER_AREA:  1.26305094244
STD_RMSE:  0.243405968799
CV_RMSE:  0.219082199893
AVG_MAE:  1.16977389327
AVG_MAE_PER_AREA:  1.05287737675
STD_MAE:  0.177942404129
CV_MAE:  0.160160465839



ITERATION 6443 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  43.4014557115
AVG_RMSE_PER_AREA:  3.37825710479
STD_RMSE:  48.2859839728
CV_RMSE:  3.75845615645
AVG_MAE:  20.2320777218
AVG_MAE_PER_AREA:  1.57481262294
STD_MAE:  11.806350895
CV_MAE:  0.918975830157



ITERATION 6444 OF 6498
HP:  19
FEATURES:  X, Y, DMC, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.40570443764
AVG_RMSE_PER_AREA:  1.26523117785
STD_RMSE:  0.268459467739
CV_RMSE:  0.241632081023
AVG_MAE:  1.17324357896
AVG_MAE_PER_AREA:  1.05600033375
STD_MAE:  0.18288798767
CV_MAE:  0.164611832941



ITERATION 6445 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  57.2485275319
AVG_RMSE_PER_AREA:  4.45607737581
STD_RMSE:  31.9227630309
CV_RMSE:  2.48478534292
AVG_MAE:  20.2799419489
AVG_MAE_PER_AREA:  1.57853825063
STD_MAE:  2.57027585233
CV_MAE:  0.200063627292



ITERATION 6446 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42544233851
AVG_RMSE_PER_AREA:  1.28299665322
STD_RMSE:  0.0380327143987
CV_RMSE:  0.0342320723665
AVG_MAE:  1.1714932977
AVG_MAE_PER_AREA:  1.05442495961
STD_MAE:  0.0245247576164
CV_MAE:  0.0220739773842



ITERATION 6447 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  57.3771834335
AVG_RMSE_PER_AREA:  4.46609161857
STD_RMSE:  31.6448493472
CV_RMSE:  2.46315326029
AVG_MAE:  20.8138232774
AVG_MAE_PER_AREA:  1.62009419297
STD_MAE:  3.53118211214
CV_MAE:  0.27485808628



ITERATION 6448 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44215888336
AVG_RMSE_PER_AREA:  1.29804269928
STD_RMSE:  0.0864033333408
CV_RMSE:  0.0777689735375
AVG_MAE:  1.1957930322
AVG_MAE_PER_AREA:  1.07629640064
STD_MAE:  0.0774859560586
CV_MAE:  0.0697427174769



ITERATION 6449 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  53.7387403117
AVG_RMSE_PER_AREA:  4.1828846126
STD_RMSE:  37.5001706597
CV_RMSE:  2.91891633322
AVG_MAE:  20.3219315319
AVG_MAE_PER_AREA:  1.58180661121
STD_MAE:  5.46872104744
CV_MAE:  0.425671107795



ITERATION 6450 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.44454942432
AVG_RMSE_PER_AREA:  1.30019435142
STD_RMSE:  0.0977654109273
CV_RMSE:  0.0879956288874
AVG_MAE:  1.19205500732
AVG_MAE_PER_AREA:  1.07293191982
STD_MAE:  0.0805597647529
CV_MAE:  0.0725093578108



ITERATION 6451 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  52.8521682837
AVG_RMSE_PER_AREA:  4.11387613804
STD_RMSE:  37.8442602978
CV_RMSE:  2.94569938106
AVG_MAE:  19.8380808772
AVG_MAE_PER_AREA:  1.54414492717
STD_MAE:  5.64930455775
CV_MAE:  0.439727261366



ITERATION 6452 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43986940421
AVG_RMSE_PER_AREA:  1.29598200977
STD_RMSE:  0.106279100549
CV_RMSE:  0.0956585381446
AVG_MAE:  1.18839959414
AVG_MAE_PER_AREA:  1.06964179523
STD_MAE:  0.0818426694152
CV_MAE:  0.073664060701



ITERATION 6453 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  50.3000347562
AVG_RMSE_PER_AREA:  3.91522466241
STD_RMSE:  41.259846096
CV_RMSE:  3.21155974912
AVG_MAE:  19.6895475312
AVG_MAE_PER_AREA:  1.53258347552
STD_MAE:  7.00673045313
CV_MAE:  0.545385783646



ITERATION 6454 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.4425418929
AVG_RMSE_PER_AREA:  1.29838743435
STD_RMSE:  0.143720749006
CV_RMSE:  0.1293586103
AVG_MAE:  1.19520790413
AVG_MAE_PER_AREA:  1.07576974492
STD_MAE:  0.092691169569
CV_MAE:  0.0834284608551



ITERATION 6455 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  49.2343925236
AVG_RMSE_PER_AREA:  3.83227782608
STD_RMSE:  42.3916570251
CV_RMSE:  3.29965698571
AVG_MAE:  19.5693902067
AVG_MAE_PER_AREA:  1.52323074003
STD_MAE:  7.35473349622
CV_MAE:  0.572473440812



ITERATION 6456 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44538918644
AVG_RMSE_PER_AREA:  1.30095019539
STD_RMSE:  0.137445733247
CV_RMSE:  0.123710662291
AVG_MAE:  1.20181785017
AVG_MAE_PER_AREA:  1.08171915334
STD_MAE:  0.0928328516093
CV_MAE:  0.0835559844866



ITERATION 6457 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  46.9704455337
AVG_RMSE_PER_AREA:  3.65605804547
STD_RMSE:  44.6096550704
CV_RMSE:  3.47230021927
AVG_MAE:  19.7618038921
AVG_MAE_PER_AREA:  1.53820772385
STD_MAE:  8.73209510855
CV_MAE:  0.679683707759



ITERATION 6458 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.44364171532
AVG_RMSE_PER_AREA:  1.29937735056
STD_RMSE:  0.176074041264
CV_RMSE:  0.158478810091
AVG_MAE:  1.19802520523
AVG_MAE_PER_AREA:  1.07830551068
STD_MAE:  0.106216357069
CV_MAE:  0.095602064675



ITERATION 6459 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  44.8075099574
AVG_RMSE_PER_AREA:  3.48770073215
STD_RMSE:  47.2606071837
CV_RMSE:  3.67864347814
AVG_MAE:  19.9114164065
AVG_MAE_PER_AREA:  1.54985317517
STD_MAE:  10.7199402957
CV_MAE:  0.834412437855



ITERATION 6460 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.43617826866
AVG_RMSE_PER_AREA:  1.29265973258
STD_RMSE:  0.22331842932
CV_RMSE:  0.201002025602
AVG_MAE:  1.19613613572
AVG_MAE_PER_AREA:  1.07660521752
STD_MAE:  0.159783568112
CV_MAE:  0.143816258005



ITERATION 6461 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.0795864601
AVG_RMSE_PER_AREA:  3.27536621975
STD_RMSE:  49.0072569747
CV_RMSE:  3.81459818218
AVG_MAE:  19.6439348414
AVG_MAE_PER_AREA:  1.52903310168
STD_MAE:  12.2320480851
CV_MAE:  0.952110998865



ITERATION 6462 OF 6498
HP:  19
FEATURES:  X, Y, DC, RH, wind
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.43205239309
AVG_RMSE_PER_AREA:  1.28894615933
STD_RMSE:  0.257678832691
CV_RMSE:  0.231928764156
AVG_MAE:  1.19952182452
AVG_MAE_PER_AREA:  1.07965257151
STD_MAE:  0.170361779321
CV_MAE:  0.153337379422



ITERATION 6463 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.1495598046
AVG_RMSE_PER_AREA:  4.21486173982
STD_RMSE:  33.2145138824
CV_RMSE:  2.58533188958
AVG_MAE:  19.1435318485
AVG_MAE_PER_AREA:  1.49008302643
STD_MAE:  4.00057354088
CV_MAE:  0.311394301554



ITERATION 6464 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.42800438535
AVG_RMSE_PER_AREA:  1.2853026725
STD_RMSE:  0.0230610321313
CV_RMSE:  0.0207565232524
AVG_MAE:  1.17406883132
AVG_MAE_PER_AREA:  1.05674311793
STD_MAE:  0.0127379496643
CV_MAE:  0.0114650353414



ITERATION 6465 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.2614022399
AVG_RMSE_PER_AREA:  4.30140468049
STD_RMSE:  33.2660688818
CV_RMSE:  2.58934479745
AVG_MAE:  19.8708200935
AVG_MAE_PER_AREA:  1.54669326313
STD_MAE:  4.85790832885
CV_MAE:  0.378127024942



ITERATION 6466 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44253568051
AVG_RMSE_PER_AREA:  1.29838184277
STD_RMSE:  0.0911891891352
CV_RMSE:  0.0820765746246
AVG_MAE:  1.18310995297
AVG_MAE_PER_AREA:  1.06488075247
STD_MAE:  0.0862723569093
CV_MAE:  0.0776510856941



ITERATION 6467 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.122298444
AVG_RMSE_PER_AREA:  4.05706495669
STD_RMSE:  38.082294566
CV_RMSE:  2.9642273531
AVG_MAE:  19.6173084321
AVG_MAE_PER_AREA:  1.52696057082
STD_MAE:  6.07422671194
CV_MAE:  0.472802103278



ITERATION 6468 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43946822013
AVG_RMSE_PER_AREA:  1.29562091636
STD_RMSE:  0.0958038996862
CV_RMSE:  0.0862301331605
AVG_MAE:  1.17663806307
AVG_MAE_PER_AREA:  1.05905560413
STD_MAE:  0.0770402107108
CV_MAE:  0.0693415158471



ITERATION 6469 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.3466891005
AVG_RMSE_PER_AREA:  3.99669353061
STD_RMSE:  38.5657274929
CV_RMSE:  3.00185652228
AVG_MAE:  19.6980520089
AVG_MAE_PER_AREA:  1.53324544209
STD_MAE:  6.71544335476
CV_MAE:  0.522712748987



ITERATION 6470 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43990036999
AVG_RMSE_PER_AREA:  1.29600988111
STD_RMSE:  0.114667530416
CV_RMSE:  0.103208704963
AVG_MAE:  1.17488702344
AVG_MAE_PER_AREA:  1.05747954741
STD_MAE:  0.0964997683464
CV_MAE:  0.0868564630638



ITERATION 6471 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  49.7237922568
AVG_RMSE_PER_AREA:  3.87037143604
STD_RMSE:  41.9884662265
CV_RMSE:  3.26827365634
AVG_MAE:  19.660773577
AVG_MAE_PER_AREA:  1.53034378533
STD_MAE:  7.63807567496
CV_MAE:  0.594528063467



ITERATION 6472 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43802544891
AVG_RMSE_PER_AREA:  1.29432232251
STD_RMSE:  0.145655823482
CV_RMSE:  0.13110031111
AVG_MAE:  1.17638850783
AVG_MAE_PER_AREA:  1.05883098716
STD_MAE:  0.0999914856942
CV_MAE:  0.0899992500782



ITERATION 6473 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.1667716153
AVG_RMSE_PER_AREA:  3.74917697475
STD_RMSE:  42.7850797044
CV_RMSE:  3.33027998994
AVG_MAE:  19.6505059554
AVG_MAE_PER_AREA:  1.5295445802
STD_MAE:  8.83804332787
CV_MAE:  0.687930443238



ITERATION 6474 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.4420156179
AVG_RMSE_PER_AREA:  1.29791375046
STD_RMSE:  0.152168543018
CV_RMSE:  0.136962208953
AVG_MAE:  1.18052974662
AVG_MAE_PER_AREA:  1.06255838838
STD_MAE:  0.108165832502
CV_MAE:  0.0973567273419



ITERATION 6475 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  44.9080395458
AVG_RMSE_PER_AREA:  3.49552569541
STD_RMSE:  45.4354296983
CV_RMSE:  3.53657638139
AVG_MAE:  19.2496900487
AVG_MAE_PER_AREA:  1.49834610627
STD_MAE:  10.4755497994
CV_MAE:  0.815389713464



ITERATION 6476 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42716075195
AVG_RMSE_PER_AREA:  1.28454334412
STD_RMSE:  0.194789143953
CV_RMSE:  0.175323696387
AVG_MAE:  1.17519086722
AVG_MAE_PER_AREA:  1.05775302782
STD_MAE:  0.135166928797
CV_MAE:  0.12165958074



ITERATION 6477 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.028167362
AVG_RMSE_PER_AREA:  3.34920130474
STD_RMSE:  47.8060070876
CV_RMSE:  3.72109599661
AVG_MAE:  19.5720475531
AVG_MAE_PER_AREA:  1.52343758101
STD_MAE:  12.2001340617
CV_MAE:  0.949626893791



ITERATION 6478 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.41961079771
AVG_RMSE_PER_AREA:  1.27774786333
STD_RMSE:  0.23028725828
CV_RMSE:  0.207274453458
AVG_MAE:  1.17271011327
AVG_MAE_PER_AREA:  1.05552017775
STD_MAE:  0.176205450007
CV_MAE:  0.158597087044



ITERATION 6479 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.1390447032
AVG_RMSE_PER_AREA:  3.27999429567
STD_RMSE:  48.834137721
CV_RMSE:  3.80112302704
AVG_MAE:  19.7968412008
AVG_MAE_PER_AREA:  1.54093493738
STD_MAE:  12.3403061138
CV_MAE:  0.960537523935



ITERATION 6480 OF 6498
HP:  19
FEATURES:  FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41535061662
AVG_RMSE_PER_AREA:  1.27391340582
STD_RMSE:  0.272216270274
CV_RMSE:  0.245013463033
AVG_MAE:  1.17429518739
AVG_MAE_PER_AREA:  1.05694685404
STD_MAE:  0.186211944467
CV_MAE:  0.167603623862



ITERATION 6481 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area
AVG_RMSE:  54.1244615808
AVG_RMSE_PER_AREA:  4.21290815897
STD_RMSE:  33.228711646
CV_RMSE:  2.5864370068
AVG_MAE:  19.0934951937
AVG_MAE_PER_AREA:  1.48618830258
STD_MAE:  4.00564151026
CV_MAE:  0.311788779188



ITERATION 6482 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  3
OUTPUT:  area_adjusted
AVG_RMSE:  1.4287932401
AVG_RMSE_PER_AREA:  1.28601269631
STD_RMSE:  0.0241393282384
CV_RMSE:  0.0217270642972
AVG_MAE:  1.17572962985
AVG_MAE_PER_AREA:  1.05823795142
STD_MAE:  0.0134790287589
CV_MAE:  0.0121320577614



ITERATION 6483 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area
AVG_RMSE:  55.2202027194
AVG_RMSE_PER_AREA:  4.29819781632
STD_RMSE:  33.1722918218
CV_RMSE:  2.58204543354
AVG_MAE:  19.8722117645
AVG_MAE_PER_AREA:  1.5468015872
STD_MAE:  4.84808411559
CV_MAE:  0.37736233358



ITERATION 6484 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  5
OUTPUT:  area_adjusted
AVG_RMSE:  1.44166218168
AVG_RMSE_PER_AREA:  1.29759563343
STD_RMSE:  0.0896188803863
CV_RMSE:  0.0806631881866
AVG_MAE:  1.18207166281
AVG_MAE_PER_AREA:  1.06394621955
STD_MAE:  0.0841098660402
CV_MAE:  0.0757046944072



ITERATION 6485 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area
AVG_RMSE:  52.2893054659
AVG_RMSE_PER_AREA:  4.0700643515
STD_RMSE:  37.7439174295
CV_RMSE:  2.93788895161
AVG_MAE:  19.6679099498
AVG_MAE_PER_AREA:  1.53089926213
STD_MAE:  5.73801344272
CV_MAE:  0.446632131629



ITERATION 6486 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  7
OUTPUT:  area_adjusted
AVG_RMSE:  1.43776372646
AVG_RMSE_PER_AREA:  1.29408675422
STD_RMSE:  0.0938656054782
CV_RMSE:  0.0844855343685
AVG_MAE:  1.17663296337
AVG_MAE_PER_AREA:  1.05905101405
STD_MAE:  0.0769181855166
CV_MAE:  0.069231684736



ITERATION 6487 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area
AVG_RMSE:  51.349252255
AVG_RMSE_PER_AREA:  3.99689303992
STD_RMSE:  38.5524875037
CV_RMSE:  3.00082595576
AVG_MAE:  19.6297006506
AVG_MAE_PER_AREA:  1.52792514907
STD_MAE:  6.70613433895
CV_MAE:  0.521988159264



ITERATION 6488 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  9
OUTPUT:  area_adjusted
AVG_RMSE:  1.43915049952
AVG_RMSE_PER_AREA:  1.29533494585
STD_RMSE:  0.114722147695
CV_RMSE:  0.103257864289
AVG_MAE:  1.17402908842
AVG_MAE_PER_AREA:  1.05670734657
STD_MAE:  0.0975967613028
CV_MAE:  0.0878438325656



ITERATION 6489 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area
AVG_RMSE:  49.667948856
AVG_RMSE_PER_AREA:  3.8660247301
STD_RMSE:  42.02141337
CV_RMSE:  3.27083817681
AVG_MAE:  19.5576488053
AVG_MAE_PER_AREA:  1.52231681971
STD_MAE:  7.68221091994
CV_MAE:  0.597963436832



ITERATION 6490 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  10
OUTPUT:  area_adjusted
AVG_RMSE:  1.43402619854
AVG_RMSE_PER_AREA:  1.29072272069
STD_RMSE:  0.146779258031
CV_RMSE:  0.132111479873
AVG_MAE:  1.17228328941
AVG_MAE_PER_AREA:  1.05513600676
STD_MAE:  0.101971664483
CV_MAE:  0.0917815478889



ITERATION 6491 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area
AVG_RMSE:  48.1760397769
AVG_RMSE_PER_AREA:  3.74989838448
STD_RMSE:  42.7943253264
CV_RMSE:  3.33099964525
AVG_MAE:  19.6212063524
AVG_MAE_PER_AREA:  1.52726397486
STD_MAE:  8.87409408584
CV_MAE:  0.690736541035



ITERATION 6492 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  11
OUTPUT:  area_adjusted
AVG_RMSE:  1.44073519892
AVG_RMSE_PER_AREA:  1.29676128486
STD_RMSE:  0.153359164932
CV_RMSE:  0.138033850989
AVG_MAE:  1.1778748855
AVG_MAE_PER_AREA:  1.06016882982
STD_MAE:  0.109228241642
CV_MAE:  0.0983129690184



ITERATION 6493 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area
AVG_RMSE:  44.8684849255
AVG_RMSE_PER_AREA:  3.49244686603
STD_RMSE:  45.4558620786
CV_RMSE:  3.53816678505
AVG_MAE:  19.1506397759
AVG_MAE_PER_AREA:  1.49063628912
STD_MAE:  10.5026052034
CV_MAE:  0.817495636163



ITERATION 6494 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  15
OUTPUT:  area_adjusted
AVG_RMSE:  1.42511272924
AVG_RMSE_PER_AREA:  1.28269998208
STD_RMSE:  0.197124167594
CV_RMSE:  0.177425379096
AVG_MAE:  1.17118483426
AVG_MAE_PER_AREA:  1.05414732119
STD_MAE:  0.137384121559
CV_MAE:  0.123655207512



ITERATION 6495 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area
AVG_RMSE:  43.1976057438
AVG_RMSE_PER_AREA:  3.36238995033
STD_RMSE:  48.1692175568
CV_RMSE:  3.74936736051
AVG_MAE:  19.5445104354
AVG_MAE_PER_AREA:  1.52129416297
STD_MAE:  12.2779509021
CV_MAE:  0.95568395546



ITERATION 6496 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  19
OUTPUT:  area_adjusted
AVG_RMSE:  1.42292217838
AVG_RMSE_PER_AREA:  1.28072833486
STD_RMSE:  0.233152452162
CV_RMSE:  0.209853326039
AVG_MAE:  1.17190764301
AVG_MAE_PER_AREA:  1.05479789904
STD_MAE:  0.177781144146
CV_MAE:  0.160015320705



ITERATION 6497 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area
AVG_RMSE:  42.1909318473
AVG_RMSE_PER_AREA:  3.28403305682
STD_RMSE:  48.8258461664
CV_RMSE:  3.80047763387
AVG_MAE:  19.7453707908
AVG_MAE_PER_AREA:  1.53692861373
STD_MAE:  12.3196019956
CV_MAE:  0.958925968899



ITERATION 6498 OF 6498
HP:  19
FEATURES:  X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
FOLDS:  23
OUTPUT:  area_adjusted
AVG_RMSE:  1.41490539524
AVG_RMSE_PER_AREA:  1.2735126758
STD_RMSE:  0.27588176008
CV_RMSE:  0.248312657273
AVG_MAE:  1.17052057172
AVG_MAE_PER_AREA:  1.05354943898
STD_MAE:  0.188039515095
CV_MAE:  0.169248563776



Elapsed time:  687.3352773189545

Below we show the first five rows of the final dataset, with all the results of each configuration of our model.

This dataset has the following columns:

HYPER_PARAM - Indicates the k-number of neighbors of the KNN model
FEATURES - Contains the list of columns used as features of the KNN model
K_FOLDS - The number of folds used in the cross validation
OUTPUT - The column used as output
AVG_RMSE - The mean RMSE of all folds
AVGRMSE%_AREA - The mean RMSE in relation to the mean value of the column 'area'. Gives an indication of the magnitude of the value.
STD_RMSE - The standard deviation of the RMSE of all folds.
CV_RMSE - The coeficient of variation. It's calculated as the standard deviation in relation to the mean area.
AVG_MAE - The average MAE of all folds
AVGMAE%_AREA - The average MAE in relation to the mean value of the column 'area'. Gives an indication of the magnitude of the value.
STD_MAE - The standard deviation of the MAE of all folds.
CV_MAE - The coeficient of variation. It's calculated as the standard deviation in relation to the mean area.



In [14]:

    
results = pd.read_csv('results_db.csv')
results = results[ results['OUTPUT'] == 'area' ]
results.head()









    Out[14]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      OUTPUT
      AVG_RMSE
      AVG_RMSE_%_AREA
      STD_RMSE
      CV_RMSE
      AVG_MAE
      AVG_MAE_%_AREA
      STD_MAE
      CV_MAE
    
  
  
    
      0
      1
      FFMC
      3
      area
      64.234474
      4.999845
      33.784210
      2.629676
      22.584815
      1.757944
      6.838523
      0.532293
    
    
      2
      1
      FFMC
      5
      area
      74.601200
      5.806765
      66.267227
      5.158070
      25.380312
      1.975538
      20.731563
      1.613691
    
    
      4
      1
      FFMC
      7
      area
      60.500201
      4.709179
      35.810316
      2.787382
      19.424166
      1.511927
      6.023734
      0.468872
    
    
      6
      1
      FFMC
      9
      area
      59.885610
      4.661341
      38.564421
      3.001755
      19.764896
      1.538448
      9.385537
      0.730546
    
    
      8
      1
      FFMC
      10
      area
      109.218742
      8.501304
      69.953052
      5.444965
      31.749627
      2.471309
      17.599534
      1.369902

Once we have a dataset with the result of all the configurations, we can start to analyze the best configuration according each metric.

Below, we list the five best configurations according exclusively to the average RMSE. We can see that the best model is with 3 neighbors, with only the rain column and validated with 23 folds. But the values of the standard deviation of the RMSE is actually larger then the mean rmse itself. We also can see that all the 5 models are very similar.



In [15]:

    
results.sort_values(by='AVG_RMSE')[:5]









    Out[15]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      OUTPUT
      AVG_RMSE
      AVG_RMSE_%_AREA
      STD_RMSE
      CV_RMSE
      AVG_MAE
      AVG_MAE_%_AREA
      STD_MAE
      CV_MAE
    
  
  
    
      826
      3
      rain
      23
      area
      37.646597
      2.930314
      51.812790
      4.032974
      12.982227
      1.010503
      12.502984
      0.973200
    
    
      1168
      4
      rain
      23
      area
      37.771874
      2.940065
      51.799049
      4.031904
      12.871462
      1.001881
      12.516371
      0.974242
    
    
      1510
      5
      rain
      23
      area
      37.861003
      2.947003
      51.785804
      4.030873
      12.860091
      1.000996
      12.506039
      0.973438
    
    
      1852
      6
      rain
      23
      area
      37.912035
      2.950975
      51.780799
      4.030484
      12.830999
      0.998732
      12.512251
      0.973921
    
    
      2536
      8
      rain
      23
      area
      37.944237
      2.953481
      51.774597
      4.030001
      12.830263
      0.998674
      12.512822
      0.973966

Below, we list the five best configuration according exclusively to the standard deviation of the RMSE. We can see that the best model is with 3 neighbors, with only the relative humidity column and validated with 3 folds. But the average RMSE is actually very high. We can also note that the 5 best models are very different to each other.



In [16]:

    
results.sort_values(by='STD_RMSE')[:5]









    Out[16]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      OUTPUT
      AVG_RMSE
      AVG_RMSE_%_AREA
      STD_RMSE
      CV_RMSE
      AVG_MAE
      AVG_MAE_%_AREA
      STD_MAE
      CV_MAE
    
  
  
    
      774
      3
      RH
      3
      area
      97.547290
      7.592829
      2.918129
      0.227140
      33.949893
      2.642572
      5.632186
      0.438395
    
    
      216
      1
      DMC, wind
      3
      area
      97.212446
      7.566765
      5.730754
      0.446067
      21.824580
      1.698769
      1.062871
      0.082731
    
    
      324
      1
      X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain
      3
      area
      99.896722
      7.775703
      8.015584
      0.623912
      24.301300
      1.891550
      4.007867
      0.311962
    
    
      1116
      4
      RH
      3
      area
      83.350460
      6.487784
      12.532951
      0.975532
      28.950223
      2.253410
      2.913883
      0.226809
    
    
      234
      1
      DC, RH, wind
      3
      area
      97.050761
      7.554180
      14.510319
      1.129446
      22.461071
      1.748312
      3.706224
      0.288483

Below, we list the five best configuration according exclusively to the average MAE. We can see that the best model is with only 1 neighbors, with only the rain column and validated with 23 folds. But the values of the standard deviation of the MAE is almost the value of the MAE itself.



In [17]:

    
results.sort_values(by='AVG_MAE')[:5]









    Out[17]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      OUTPUT
      AVG_RMSE
      AVG_RMSE_%_AREA
      STD_RMSE
      CV_RMSE
      AVG_MAE
      AVG_MAE_%_AREA
      STD_MAE
      CV_MAE
    
  
  
    
      142
      1
      rain
      23
      area
      38.247717
      2.977103
      51.715218
      4.025379
      12.784938
      0.995147
      12.551957
      0.977012
    
    
      1160
      4
      rain
      10
      area
      47.632563
      3.707596
      43.605556
      3.394144
      12.789835
      0.995528
      7.956310
      0.619299
    
    
      484
      2
      rain
      23
      area
      38.248243
      2.977144
      51.715221
      4.025379
      12.790220
      0.995558
      12.550752
      0.976918
    
    
      138
      1
      rain
      15
      area
      44.008447
      3.425504
      47.156453
      3.670536
      12.800303
      0.996342
      9.005794
      0.700988
    
    
      470
      2
      rain
      5
      area
      54.820971
      4.267123
      34.298084
      2.669674
      12.802475
      0.996512
      4.172189
      0.324752

Below, we list the five best configuration according exclusively to the standard deviation of the MAE. We can see that the best model is with 14 neighbors, with only the wind column and validated with 3 folds. But the values of the average MAE is much higher then the ones we find above.



In [18]:

    
results.sort_values(by='STD_MAE')[:5]









    Out[18]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      OUTPUT
      AVG_RMSE
      AVG_RMSE_%_AREA
      STD_RMSE
      CV_RMSE
      AVG_MAE
      AVG_MAE_%_AREA
      STD_MAE
      CV_MAE
    
  
  
    
      4554
      14
      wind
      3
      area
      60.849145
      4.736340
      29.675896
      2.309895
      21.292864
      1.657382
      0.406722
      0.031658
    
    
      4896
      15
      wind
      3
      area
      59.933680
      4.665083
      30.332830
      2.361029
      20.703986
      1.611545
      0.534387
      0.041595
    
    
      4212
      13
      wind
      3
      area
      61.805503
      4.810781
      29.004301
      2.257620
      21.914304
      1.705753
      0.621211
      0.048353
    
    
      1800
      6
      RH
      3
      area
      70.087871
      5.455459
      22.278737
      1.734119
      24.460925
      1.903975
      0.873896
      0.068022
    
    
      3870
      12
      wind
      3
      area
      63.068727
      4.909107
      28.119202
      2.188726
      22.772186
      1.772528
      1.024223
      0.079723

In order to choose a model that takes into account both the average value of each scoring and the standard deviation, we created a score column to metric. The score is a weight of the relative average and standard deviation.



In [19]:

    
mean_weight = 0.5
std_weight = 1-mean_weight

results['SCORE_RMSE'] = mean_weight*results['AVG_RMSE_%_AREA'] + std_weight*results['CV_RMSE']
results['SCORE_MAE'] = mean_weight*results['AVG_MAE_%_AREA'] + std_weight*results['CV_MAE']

results.head()









    Out[19]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      OUTPUT
      AVG_RMSE
      AVG_RMSE_%_AREA
      STD_RMSE
      CV_RMSE
      AVG_MAE
      AVG_MAE_%_AREA
      STD_MAE
      CV_MAE
      SCORE_RMSE
      SCORE_MAE
    
  
  
    
      0
      1
      FFMC
      3
      area
      64.234474
      4.999845
      33.784210
      2.629676
      22.584815
      1.757944
      6.838523
      0.532293
      3.814760
      1.145118
    
    
      2
      1
      FFMC
      5
      area
      74.601200
      5.806765
      66.267227
      5.158070
      25.380312
      1.975538
      20.731563
      1.613691
      5.482417
      1.794615
    
    
      4
      1
      FFMC
      7
      area
      60.500201
      4.709179
      35.810316
      2.787382
      19.424166
      1.511927
      6.023734
      0.468872
      3.748281
      0.990399
    
    
      6
      1
      FFMC
      9
      area
      59.885610
      4.661341
      38.564421
      3.001755
      19.764896
      1.538448
      9.385537
      0.730546
      3.831548
      1.134497
    
    
      8
      1
      FFMC
      10
      area
      109.218742
      8.501304
      69.953052
      5.444965
      31.749627
      2.471309
      17.599534
      1.369902
      6.973135
      1.920606

With this score, we can chose only one model for each metric (RMSE and MAE) and analyze his behaviour.

We can see that in terms of RMSE, the best model is with only one neighbor, with the DC and DMC columns and validated with 5 folds. This model resulted in a 55,27 average RMSE with 27,92 as the standard deviation. The average MAE of this model is 16,72.



In [20]:

    
columns = [ 'HYPER_PARAM','FEATURES','K_FOLDS','AVG_RMSE','STD_RMSE','SCORE_RMSE' ]



In [21]:

    
results.sort_values(by='SCORE_RMSE')[:3][columns]









    Out[21]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      AVG_RMSE
      STD_RMSE
      SCORE_RMSE
    
  
  
    
      182
      1
      FFMC, DMC, DC, ISI
      5
      55.622226
      27.703588
      3.242933
    
    
      5330
      16
      temp, RH, wind, rain
      5
      56.972798
      28.305571
      3.318924
    
    
      2900
      9
      X, Y, temp, RH, wind, rain
      5
      60.524415
      24.888559
      3.324163

When we use the MAE metric, the best model is also with only 1 neighbor, with only the rain column and validated with 5 folds. The average MAE is only 12,82 and the std is 4,13. It's important to note that the average RMSE is also very low, but the std of the RMSE is a litle high.

This is a very curious result, once that it's a very simple model, but was capable of accomplish very good results.



In [22]:

    
columns = [ 'HYPER_PARAM','FEATURES','K_FOLDS','AVG_MAE','STD_MAE','SCORE_MAE' ]



In [23]:

    
results.sort_values(by='SCORE_MAE')[:3][columns]









    Out[23]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      AVG_MAE
      STD_MAE
      SCORE_MAE
    
  
  
    
      128
      1
      rain
      5
      12.824424
      4.130688
      0.659871
    
    
      812
      3
      rain
      5
      12.867796
      4.094543
      0.660152
    
    
      1496
      5
      rain
      5
      12.855549
      4.108533
      0.660220

In order to better investigate the behavior of the model, we plotted the cumulative distribution frequency of the absolute error for four models: the best according the MAE metric, the best according the RMSE metric, with the four weather conditions using the MAE metric and with the four weather cnditions using the RMSE metric.

It's possible to see that for the better curve (best with MAE metric) almost 70% of the points have a maximum of 2 hectare error.



In [24]:

    
features_str = str(results.sort_values(by='SCORE_RMSE')[:1].iloc[0,1])
features = []
for feature in features_str.split(','):
    features.append(feature.strip())

hp = int(results.sort_values(by='SCORE_RMSE')[:1]['HYPER_PARAM'])
fold = int(results.sort_values(by='SCORE_RMSE')[:1]['K_FOLDS'])
output = results.sort_values(by='SCORE_RMSE')[:1]['OUTPUT']

kf = KFold(fold, shuffle=True, random_state=1)
model = KNeighborsRegressor(n_neighbors = hp, algorithm='auto')

predicted = cross_val_predict( model, firedb[features], firedb[output], cv=kf )

abs_error = np.absolute( predicted - firedb[output] )

values, base_best_rmse = np.histogram(abs_error, bins=500)
cumulative_best_rmse = np.cumsum(values) / len(abs_error)



In [25]:

    
features = ['temp','RH','wind','rain']
hp = int(results[ results['FEATURES'] == 'temp, RH, wind, rain' ].sort_values(by='SCORE_RMSE')[:1]['HYPER_PARAM'])
fold = int(results[ results['FEATURES'] == 'temp, RH, wind, rain' ].sort_values(by='SCORE_RMSE')[:1]['K_FOLDS'])
output = results[ results['FEATURES'] == 'temp, RH, wind, rain' ].sort_values(by='SCORE_RMSE')[:1]['OUTPUT']

kf = KFold(fold, shuffle=True, random_state=1)
model = KNeighborsRegressor(n_neighbors = hp, algorithm='auto')

predicted = cross_val_predict( model, firedb[features], firedb[output], cv=kf )

abs_error = np.absolute( predicted - firedb[output] )

values, base_weather_rmse = np.histogram(abs_error, bins=500)
cumulative_weather_rmse = np.cumsum(values) / len(abs_error)



In [26]:

    
features_str = str(results.sort_values(by='SCORE_MAE')[:1].iloc[0,1])
features = []
for feature in features_str.split(','):
    features.append(feature.strip())

hp = int(results.sort_values(by='SCORE_MAE')[:1]['HYPER_PARAM'])
fold = int(results.sort_values(by='SCORE_MAE')[:1]['K_FOLDS'])
output = results.sort_values(by='SCORE_MAE')[:1]['OUTPUT']

kf = KFold(fold, shuffle=True, random_state=1)
model = KNeighborsRegressor(n_neighbors = hp, algorithm='auto')

predicted = cross_val_predict( model, firedb[features], firedb[output], cv=kf )

abs_error = np.absolute( predicted - firedb[output] )

values, base_best_mae = np.histogram(abs_error, bins=500)
cumulative_best_mae = np.cumsum(values) / len(abs_error)



In [27]:

    
features = ['temp','RH','wind','rain']
hp = int(results[ results['FEATURES'] == 'temp, RH, wind, rain' ].sort_values(by='SCORE_MAE')[:1]['HYPER_PARAM'])
fold = int(results[ results['FEATURES'] == 'temp, RH, wind, rain' ].sort_values(by='SCORE_MAE')[:1]['K_FOLDS'])
output = results[ results['FEATURES'] == 'temp, RH, wind, rain' ].sort_values(by='SCORE_MAE')[:1]['OUTPUT']

kf = KFold(fold, shuffle=True, random_state=1)
model = KNeighborsRegressor(n_neighbors = hp, algorithm='auto')

predicted = cross_val_predict( model, firedb[features], firedb[output], cv=kf )

abs_error = np.absolute( predicted - firedb[output] )

values, base_weather_mae = np.histogram(abs_error, bins=500)
cumulative_weather_mae = np.cumsum(values) / len(abs_error)



In [30]:

    
fig = plt.figure(figsize=(15,8))
ax = fig.add_subplot(1,1,1)

plt.plot(base_best_rmse[:-1], cumulative_best_rmse, label='best rmse')
plt.plot(base_weather_rmse[:-1], cumulative_weather_rmse, label='weather rmse')
plt.plot(base_best_mae[:-1], cumulative_best_mae, label='best mae')
plt.plot(base_weather_mae[:-1], cumulative_weather_mae, label='weather mae')

ax.set_xlim(-1,16)
ax.set_xlabel('Absolute error')
ax.set_ylabel('Tolerance')
plt.legend(loc='best')

plt.show()

Feature Selection

The accuracy of the k-NN algorithm can be severely degraded by the presence of noisy or irrelevant features, or if the feature scales are not consistent with their importance. A popular approach is to scale features by the mutual information of the training data with the training classes.

For high-dimensional data (e.g., with number of dimensions more than 10) dimension reduction is usually performed prior to applying the k-NN algorithm in order to avoid the effects of the curse of dimensionality. For curse of dimensionality understand that as the dimensions of a data set increases, the number of samples required for an estimator to generalize increases exponentially, but some problems can't have this samples increased, as our case.

We did our features selection with a brute force strategy, but depending on the application, this approach can be impractical. Therefore, comes the need to do a systematic analysis to help us choose the right features. Statistical tests can be used to select those features that have the strongest relationship with the output variable. The scikit-learn library provides the SelectKBest class that can be used with a suite of different statistical tests to select a specific number of features. Below, we will use chi-square test for select the four best features.



In [31]:

    
array = firedb.drop(['month','day'], axis=1).values
X = array[:,0:10]
Y = array[:,10]

lab_enc = preprocessing.LabelEncoder()
encoded = lab_enc.fit_transform(Y)

test = SelectKBest(score_func=chi2, k=4)
fit = test.fit(X, encoded)
print(fit.scores_)

# summarize scores
np.set_printoptions(precision=3)
print(fit.scores_)









    



[   299.03609595     83.27343658     40.33039341   8299.99389824
  24665.43957991    481.68545081    521.35075246   1262.38200553
    221.66514967   1972.17825333]
[   299.036     83.273     40.33    8299.994  24665.44     481.685
    521.351   1262.382    221.665   1972.178]

From the code above, we can see that the four best features are: DMC, DC, RH and rain.

This combination wasn't found in our brute force test. Therefore, we use this features selection with many possible configurations of the KNN model (the same ones used before).

Below we did the same previous code to find the best RMSE and MAE for those configurations. It's possible to see that for the RMSE the result found is very similar to the best one already calculated before and for the MAE the result found is worse then the previous results, as the table above shows.

	'Brute Force'	Feature Selection
RMSE	55,62	55,34
MAE	12,82	16,72

The cumulative error also shows that the results found with the 'brute force' approach was better.



In [32]:

    
hyper_params = range(1,20)
features = [ 'DMC', 'DC', 'RH', 'rain'  ]

output = 'area'

num_folds = [3, 5, 7, 9, 10, 11, 15, 19, 23]

#open the file in the 'write' mode
file = open('results_selected_features.csv','w')
writer = csv.writer(file) 

db_row = ['HYPER_PARAM', 'FEATURES', 'K_FOLDS', 'OUTPUT', 
          'AVG_RMSE', 'AVG_RMSE_%_AREA', 'STD_RMSE', 'CV_RMSE',
          'AVG_MAE', 'AVG_MAE_%_AREA', 'STD_MAE', 'CV_MAE']

#write the row mounted
writer.writerow(db_row)

#close the file
file.close()



In [33]:

    
start_time = time()

k = 0
k_total = len(hyper_params) * len(num_folds)

for hp in hyper_params:    
    for fold in num_folds:
        
        k += 1

        kf = KFold(fold, shuffle=True, random_state=1)
        model = KNeighborsRegressor(n_neighbors = hp, algorithm='auto')

        mses = cross_val_score(model, firedb[features],
                               firedb[output], scoring="neg_mean_squared_error", cv=kf)

        rmses = np.sqrt(np.absolute(mses))

        avg_rmse = np.mean(rmses)
        avg_rmse_per_area = avg_rmse / np.mean(firedb[output])

        std_rmse = np.std(rmses)
        cv_rmse = std_rmse / np.mean(firedb[output])

        maes = cross_val_score(model, firedb[features],
                               firedb[output], scoring="neg_mean_absolute_error", cv=kf)

        maes = np.absolute(maes)

        avg_mae = np.mean(maes)
        avg_mae_per_area = avg_mae / np.mean(firedb[output])

        std_mae = np.std(maes)
        cv_mae = std_mae / np.mean(firedb[output])


        db_row = [ hp, ', '.join(features), fold, output, 
                   avg_rmse, avg_rmse_per_area, std_rmse, cv_rmse,
                   avg_mae, avg_mae_per_area, std_mae, cv_mae ]


        #open the file that will act like a database in the 'append' mode
        #which allow us to append a row each time we open it
        file = open('results_selected_features.csv','a')
        writer = csv.writer(file)                        
        #write the row mounted
        writer.writerow(db_row)

        #close the file
        file.close()

end_time = time()
elapsed_time = end_time - start_time
print('Elapsed time: ', elapsed_time)









    



Elapsed time:  17.407411336898804



In [34]:

    
results = pd.read_csv('results_selected_features.csv')
results = results[ results['OUTPUT'] == 'area' ]
results.head()









    Out[34]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      OUTPUT
      AVG_RMSE
      AVG_RMSE_%_AREA
      STD_RMSE
      CV_RMSE
      AVG_MAE
      AVG_MAE_%_AREA
      STD_MAE
      CV_MAE
    
  
  
    
      0
      1
      DMC, DC, RH, rain
      3
      area
      92.604748
      7.208114
      11.088316
      0.863086
      21.516024
      1.674752
      3.110145
      0.242086
    
    
      1
      1
      DMC, DC, RH, rain
      5
      area
      80.050364
      6.230913
      42.442920
      3.303647
      22.243061
      1.731342
      8.053615
      0.626873
    
    
      2
      1
      DMC, DC, RH, rain
      7
      area
      79.053479
      6.153318
      51.555996
      4.012985
      22.931298
      1.784913
      9.906891
      0.771127
    
    
      3
      1
      DMC, DC, RH, rain
      9
      area
      79.871494
      6.216991
      43.191970
      3.361951
      22.428974
      1.745813
      7.119504
      0.554164
    
    
      4
      1
      DMC, DC, RH, rain
      10
      area
      78.553606
      6.114410
      52.389181
      4.077838
      23.198523
      1.805713
      10.431808
      0.811985



In [35]:

    
mean_weight = 0.5
std_weight = 1-mean_weight

results['SCORE_RMSE'] = mean_weight*results['AVG_RMSE_%_AREA'] + std_weight*results['CV_RMSE']
results['SCORE_MAE'] = mean_weight*results['AVG_MAE_%_AREA'] + std_weight*results['CV_MAE']

results.head()









    Out[35]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      OUTPUT
      AVG_RMSE
      AVG_RMSE_%_AREA
      STD_RMSE
      CV_RMSE
      AVG_MAE
      AVG_MAE_%_AREA
      STD_MAE
      CV_MAE
      SCORE_RMSE
      SCORE_MAE
    
  
  
    
      0
      1
      DMC, DC, RH, rain
      3
      area
      92.604748
      7.208114
      11.088316
      0.863086
      21.516024
      1.674752
      3.110145
      0.242086
      4.035600
      0.958419
    
    
      1
      1
      DMC, DC, RH, rain
      5
      area
      80.050364
      6.230913
      42.442920
      3.303647
      22.243061
      1.731342
      8.053615
      0.626873
      4.767280
      1.179107
    
    
      2
      1
      DMC, DC, RH, rain
      7
      area
      79.053479
      6.153318
      51.555996
      4.012985
      22.931298
      1.784913
      9.906891
      0.771127
      5.083152
      1.278020
    
    
      3
      1
      DMC, DC, RH, rain
      9
      area
      79.871494
      6.216991
      43.191970
      3.361951
      22.428974
      1.745813
      7.119504
      0.554164
      4.789471
      1.149989
    
    
      4
      1
      DMC, DC, RH, rain
      10
      area
      78.553606
      6.114410
      52.389181
      4.077838
      23.198523
      1.805713
      10.431808
      0.811985
      5.096124
      1.308849



In [36]:

    
results.sort_values(by='SCORE_RMSE')[:5]









    Out[36]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      OUTPUT
      AVG_RMSE
      AVG_RMSE_%_AREA
      STD_RMSE
      CV_RMSE
      AVG_MAE
      AVG_MAE_%_AREA
      STD_MAE
      CV_MAE
      SCORE_RMSE
      SCORE_MAE
    
  
  
    
      108
      13
      DMC, DC, RH, rain
      3
      area
      55.374900
      4.310239
      31.587890
      2.458720
      19.455754
      1.514386
      3.791652
      0.295132
      3.384479
      0.904759
    
    
      117
      14
      DMC, DC, RH, rain
      3
      area
      55.411278
      4.313071
      31.753653
      2.471622
      19.471482
      1.515610
      3.820004
      0.297339
      3.392346
      0.906475
    
    
      126
      15
      DMC, DC, RH, rain
      3
      area
      55.058511
      4.285612
      32.148553
      2.502360
      19.184796
      1.493295
      4.001723
      0.311484
      3.393986
      0.902389
    
    
      135
      16
      DMC, DC, RH, rain
      3
      area
      54.978874
      4.279413
      32.292899
      2.513596
      19.114284
      1.487806
      3.921469
      0.305237
      3.396505
      0.896522
    
    
      144
      17
      DMC, DC, RH, rain
      3
      area
      54.452058
      4.238407
      32.870612
      2.558563
      19.260403
      1.499180
      3.820034
      0.297342
      3.398485
      0.898261



In [37]:

    
results.sort_values(by='SCORE_MAE')[:5]









    Out[37]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      OUTPUT
      AVG_RMSE
      AVG_RMSE_%_AREA
      STD_RMSE
      CV_RMSE
      AVG_MAE
      AVG_MAE_%_AREA
      STD_MAE
      CV_MAE
      SCORE_RMSE
      SCORE_MAE
    
  
  
    
      135
      16
      DMC, DC, RH, rain
      3
      area
      54.978874
      4.279413
      32.292899
      2.513596
      19.114284
      1.487806
      3.921469
      0.305237
      3.396505
      0.896522
    
    
      144
      17
      DMC, DC, RH, rain
      3
      area
      54.452058
      4.238407
      32.870612
      2.558563
      19.260403
      1.499180
      3.820034
      0.297342
      3.398485
      0.898261
    
    
      153
      18
      DMC, DC, RH, rain
      3
      area
      54.325802
      4.228580
      33.047614
      2.572341
      19.165581
      1.491799
      3.948203
      0.307318
      3.400460
      0.899559
    
    
      126
      15
      DMC, DC, RH, rain
      3
      area
      55.058511
      4.285612
      32.148553
      2.502360
      19.184796
      1.493295
      4.001723
      0.311484
      3.393986
      0.902389
    
    
      162
      19
      DMC, DC, RH, rain
      3
      area
      54.343614
      4.229966
      33.089862
      2.575629
      19.273527
      1.500202
      3.960714
      0.308292
      3.402798
      0.904247



In [38]:

    
hp = int(results.sort_values(by='SCORE_MAE')[:1]['HYPER_PARAM'])
fold = int(results.sort_values(by='SCORE_MAE')[:1]['K_FOLDS'])
output = results.sort_values(by='SCORE_MAE')[:1]['OUTPUT']

kf = KFold(fold, shuffle=True, random_state=1)
model = KNeighborsRegressor(n_neighbors = hp, algorithm='auto')

predicted = cross_val_predict( model, firedb[features], firedb[output], cv=kf )

abs_error = np.absolute( predicted - firedb[output] )

values, base_four_selected_mae = np.histogram(abs_error, bins=500)
cumulative_four_selected_mae = np.cumsum(values) / len(abs_error)



In [39]:

    
hyper_params = range(1,20)
features = [ 'DMC', 'DC' ]

output = 'area'

num_folds = [3, 5, 7, 9, 10, 11, 15, 19, 23]

#open the file in the 'write' mode
file = open('results_selected_features.csv','w')
writer = csv.writer(file) 

db_row = ['HYPER_PARAM', 'FEATURES', 'K_FOLDS', 'OUTPUT', 
          'AVG_RMSE', 'AVG_RMSE_%_AREA', 'STD_RMSE', 'CV_RMSE',
          'AVG_MAE', 'AVG_MAE_%_AREA', 'STD_MAE', 'CV_MAE']

#write the row mounted
writer.writerow(db_row)

#close the file
file.close()



In [40]:

    
start_time = time()

k = 0
k_total = len(hyper_params) * len(num_folds)

for hp in hyper_params:    
    for fold in num_folds:
        
        k += 1

        kf = KFold(fold, shuffle=True, random_state=1)
        model = KNeighborsRegressor(n_neighbors = hp, algorithm='auto')

        mses = cross_val_score(model, firedb[features],
                               firedb[output], scoring="neg_mean_squared_error", cv=kf)

        rmses = np.sqrt(np.absolute(mses))

        avg_rmse = np.mean(rmses)
        avg_rmse_per_area = avg_rmse / np.mean(firedb[output])

        std_rmse = np.std(rmses)
        cv_rmse = std_rmse / np.mean(firedb[output])

        maes = cross_val_score(model, firedb[features],
                               firedb[output], scoring="neg_mean_absolute_error", cv=kf)

        maes = np.absolute(maes)

        avg_mae = np.mean(maes)
        avg_mae_per_area = avg_mae / np.mean(firedb[output])

        std_mae = np.std(maes)
        cv_mae = std_mae / np.mean(firedb[output])


        db_row = [ hp, ', '.join(features), fold, output, 
                   avg_rmse, avg_rmse_per_area, std_rmse, cv_rmse,
                   avg_mae, avg_mae_per_area, std_mae, cv_mae ]


        #open the file that will act like a database in the 'append' mode
        #which allow us to append a row each time we open it
        file = open('results_selected_features.csv','a')
        writer = csv.writer(file)                        
        #write the row mounted
        writer.writerow(db_row)

        #close the file
        file.close()

end_time = time()
elapsed_time = end_time - start_time
print('Elapsed time: ', elapsed_time)









    



Elapsed time:  15.20226788520813



In [41]:

    
results = pd.read_csv('results_selected_features.csv')
results = results[ results['OUTPUT'] == 'area' ]
results.head()









    Out[41]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      OUTPUT
      AVG_RMSE
      AVG_RMSE_%_AREA
      STD_RMSE
      CV_RMSE
      AVG_MAE
      AVG_MAE_%_AREA
      STD_MAE
      CV_MAE
    
  
  
    
      0
      1
      DMC, DC
      3
      area
      57.345567
      4.463631
      30.024724
      2.337047
      20.175043
      1.570373
      7.365895
      0.573342
    
    
      1
      1
      DMC, DC
      5
      area
      55.270504
      4.302113
      27.920306
      2.173244
      16.727721
      1.302043
      4.271207
      0.332460
    
    
      2
      1
      DMC, DC
      7
      area
      70.233253
      5.466775
      51.941997
      4.043031
      21.596261
      1.680997
      12.723022
      0.990327
    
    
      3
      1
      DMC, DC
      9
      area
      82.446775
      6.417444
      45.154165
      3.514683
      22.528296
      1.753544
      8.753561
      0.681355
    
    
      4
      1
      DMC, DC
      10
      area
      77.884809
      6.062352
      46.146695
      3.591939
      21.673457
      1.687006
      8.660448
      0.674107



In [42]:

    
mean_weight = 0.5
std_weight = 1-mean_weight

results['SCORE_RMSE'] = mean_weight*results['AVG_RMSE_%_AREA'] + std_weight*results['CV_RMSE']
results['SCORE_MAE'] = mean_weight*results['AVG_MAE_%_AREA'] + std_weight*results['CV_MAE']

results.head()









    Out[42]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      OUTPUT
      AVG_RMSE
      AVG_RMSE_%_AREA
      STD_RMSE
      CV_RMSE
      AVG_MAE
      AVG_MAE_%_AREA
      STD_MAE
      CV_MAE
      SCORE_RMSE
      SCORE_MAE
    
  
  
    
      0
      1
      DMC, DC
      3
      area
      57.345567
      4.463631
      30.024724
      2.337047
      20.175043
      1.570373
      7.365895
      0.573342
      3.400339
      1.071858
    
    
      1
      1
      DMC, DC
      5
      area
      55.270504
      4.302113
      27.920306
      2.173244
      16.727721
      1.302043
      4.271207
      0.332460
      3.237679
      0.817251
    
    
      2
      1
      DMC, DC
      7
      area
      70.233253
      5.466775
      51.941997
      4.043031
      21.596261
      1.680997
      12.723022
      0.990327
      4.754903
      1.335662
    
    
      3
      1
      DMC, DC
      9
      area
      82.446775
      6.417444
      45.154165
      3.514683
      22.528296
      1.753544
      8.753561
      0.681355
      4.966064
      1.217449
    
    
      4
      1
      DMC, DC
      10
      area
      77.884809
      6.062352
      46.146695
      3.591939
      21.673457
      1.687006
      8.660448
      0.674107
      4.827146
      1.180556



In [43]:

    
results.sort_values(by='SCORE_RMSE')[:5]









    Out[43]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      OUTPUT
      AVG_RMSE
      AVG_RMSE_%_AREA
      STD_RMSE
      CV_RMSE
      AVG_MAE
      AVG_MAE_%_AREA
      STD_MAE
      CV_MAE
      SCORE_RMSE
      SCORE_MAE
    
  
  
    
      1
      1
      DMC, DC
      5
      area
      55.270504
      4.302113
      27.920306
      2.173244
      16.727721
      1.302043
      4.271207
      0.332460
      3.237679
      0.817251
    
    
      54
      7
      DMC, DC
      3
      area
      56.632118
      4.408098
      30.331184
      2.360901
      19.311305
      1.503142
      4.259153
      0.331521
      3.384499
      0.917332
    
    
      5
      1
      DMC, DC
      11
      area
      49.765413
      3.873611
      37.313698
      2.904402
      17.044507
      1.326700
      7.271596
      0.566002
      3.389006
      0.946351
    
    
      0
      1
      DMC, DC
      3
      area
      57.345567
      4.463631
      30.024724
      2.337047
      20.175043
      1.570373
      7.365895
      0.573342
      3.400339
      1.071858
    
    
      45
      6
      DMC, DC
      3
      area
      57.489216
      4.474812
      29.945631
      2.330891
      19.179408
      1.492876
      3.942508
      0.306875
      3.402851
      0.899875



In [44]:

    
results.sort_values(by='SCORE_MAE')[:5]









    Out[44]:







  
    
      
      HYPER_PARAM
      FEATURES
      K_FOLDS
      OUTPUT
      AVG_RMSE
      AVG_RMSE_%_AREA
      STD_RMSE
      CV_RMSE
      AVG_MAE
      AVG_MAE_%_AREA
      STD_MAE
      CV_MAE
      SCORE_RMSE
      SCORE_MAE
    
  
  
    
      1
      1
      DMC, DC
      5
      area
      55.270504
      4.302113
      27.920306
      2.173244
      16.727721
      1.302043
      4.271207
      0.332460
      3.237679
      0.817251
    
    
      81
      10
      DMC, DC
      3
      area
      55.581805
      4.326344
      32.013777
      2.491870
      18.986016
      1.477822
      3.760719
      0.292725
      3.409107
      0.885274
    
    
      36
      5
      DMC, DC
      3
      area
      59.380678
      4.622038
      28.391214
      2.209899
      19.255915
      1.498831
      3.519670
      0.273962
      3.415969
      0.886396
    
    
      63
      8
      DMC, DC
      3
      area
      56.954916
      4.433223
      30.613529
      2.382878
      19.114145
      1.487796
      3.926035
      0.305592
      3.408051
      0.896694
    
    
      45
      6
      DMC, DC
      3
      area
      57.489216
      4.474812
      29.945631
      2.330891
      19.179408
      1.492876
      3.942508
      0.306875
      3.402851
      0.899875



In [45]:

    
hp = int(results.sort_values(by='SCORE_MAE')[:1]['HYPER_PARAM'])
fold = int(results.sort_values(by='SCORE_MAE')[:1]['K_FOLDS'])
output = results.sort_values(by='SCORE_MAE')[:1]['OUTPUT']

kf = KFold(fold, shuffle=True, random_state=1)
model = KNeighborsRegressor(n_neighbors = hp, algorithm='auto')

predicted = cross_val_predict( model, firedb[features], firedb[output], cv=kf )

abs_error = np.absolute( predicted - firedb[output] )

values, base_two_selected_mae = np.histogram(abs_error, bins=500)
cumulative_two_selected_mae = np.cumsum(values) / len(abs_error)



In [46]:

    
fig = plt.figure(figsize=(17,8))
ax = fig.add_subplot(1,1,1)

plt.plot(base_four_selected_mae[:-1], cumulative_four_selected_mae, label='mae of the four best features')
plt.plot(base_two_selected_mae[:-1], cumulative_two_selected_mae, label='mae of the two best features')
plt.plot(base_best_mae[:-1], cumulative_best_mae, label='best mae')

ax.set_xlim(-1,16)
ax.set_xlabel('Absolute error')
ax.set_ylabel('Tolerance')
plt.legend(loc='best')

plt.show()

Results and comparitions

The results achieved in this notebook is similar to the one found in [1](#references), in some ways, we achieve a even better result, if we take into consideration the RMSE. But the most impressive is the simplicity of the best model found which is composed by only one feature (rain) and only 1 (one) nearest neighborhood. This result was given by a 5-fold cross validation and 68,85% of the points are with error below 2 ha.

	Our model	Benchmark
Percentage of points with error below 2ha	68,85%	61,00%
Best MAE	12,82	12,71 (SVM)
Best RMSE	55,27	63,70 (Naive)

In the reference paper the author explores Neural Nets, SVM, Random Forest, Naive, Multiple Regression and Decision Trees as predictors exploring four distinct models for each prediction algorithm. We had a good surprise when the experiment showed us that K-NN could make predictions as good as in the reference paper, as shown in the above table. Important to notice is that the feature in our model, rain, is easily measured and utilized in a specialist system to predict fires area in the forest. The feature 'RAIN' is also a common sense, from a long time ago, that in a humidy land is harder to spread fire. Therefore, we can conclude that, despite the simplicity of the K-NN model, its possible to achieve very good results in regression problemns, which is done with a reasonable computation cost.

Conclusions

This notebook shows that the K-Nearest Neighborhood algorithm can be efficient in regressions problems. In our specific case, it turned out to be better than others techniques, as showed in the 'Results and Comparison' section.

Other important aspect is that there is no guarantee that the techniques for features selections will give the best features combination. In our dataset, the brute force approach indicates that the best feature it's just the 'rain' column.

References

P. Cortez and A. Morais. A Data Mining Approach to Predict Forest Fires using Meteorological Data. In J. Neves, M. F. Santos and J. Machado Eds., New Trends in Artificial Intelligence, Proceedings of the 13th EPIA 2007 - Portuguese Conference on Artificial Intelligence, December, Guimaraes, Portugal, pp. 512-523, 2007. APPIA, ISBN-13 978-989-95618-0-9. Available at: http://www.dsi.uminho.pt/~pcortez/fires.pdf
http://cwfis.cfs.nrcan.gc.ca/background/summary/fwi
https://www.nytimes.com/2017/10/16/world/europe/portugal-spain-fires.html
http://www.bbc.com/news/in-pictures-40317711
https://www.firescience.gov/projects/09-1-10-3/project/09-1-10-3_final_report.pdf

	HYPER_PARAM	FEATURES	K_FOLDS	OUTPUT	AVG_RMSE	AVG_RMSE_%_AREA	STD_RMSE	CV_RMSE	AVG_MAE	AVG_MAE_%_AREA	STD_MAE	CV_MAE
0	1	FFMC	3	area	64.234474	4.999845	33.784210	2.629676	22.584815	1.757944	6.838523	0.532293
2	1	FFMC	5	area	74.601200	5.806765	66.267227	5.158070	25.380312	1.975538	20.731563	1.613691
4	1	FFMC	7	area	60.500201	4.709179	35.810316	2.787382	19.424166	1.511927	6.023734	0.468872
6	1	FFMC	9	area	59.885610	4.661341	38.564421	3.001755	19.764896	1.538448	9.385537	0.730546
8	1	FFMC	10	area	109.218742	8.501304	69.953052	5.444965	31.749627	2.471309	17.599534	1.369902

	HYPER_PARAM	FEATURES	K_FOLDS	OUTPUT	AVG_RMSE	AVG_RMSE_%_AREA	STD_RMSE	CV_RMSE	AVG_MAE	AVG_MAE_%_AREA	STD_MAE	CV_MAE
826	3	rain	23	area	37.646597	2.930314	51.812790	4.032974	12.982227	1.010503	12.502984	0.973200
1168	4	rain	23	area	37.771874	2.940065	51.799049	4.031904	12.871462	1.001881	12.516371	0.974242
1510	5	rain	23	area	37.861003	2.947003	51.785804	4.030873	12.860091	1.000996	12.506039	0.973438
1852	6	rain	23	area	37.912035	2.950975	51.780799	4.030484	12.830999	0.998732	12.512251	0.973921
2536	8	rain	23	area	37.944237	2.953481	51.774597	4.030001	12.830263	0.998674	12.512822	0.973966

	HYPER_PARAM	FEATURES	K_FOLDS	OUTPUT	AVG_RMSE	AVG_RMSE_%_AREA	STD_RMSE	CV_RMSE	AVG_MAE	AVG_MAE_%_AREA	STD_MAE	CV_MAE
774	3	RH	3	area	97.547290	7.592829	2.918129	0.227140	33.949893	2.642572	5.632186	0.438395
216	1	DMC, wind	3	area	97.212446	7.566765	5.730754	0.446067	21.824580	1.698769	1.062871	0.082731
324	1	X, Y, FFMC, DMC, DC, ISI, temp, RH, wind, rain	3	area	99.896722	7.775703	8.015584	0.623912	24.301300	1.891550	4.007867	0.311962
1116	4	RH	3	area	83.350460	6.487784	12.532951	0.975532	28.950223	2.253410	2.913883	0.226809
234	1	DC, RH, wind	3	area	97.050761	7.554180	14.510319	1.129446	22.461071	1.748312	3.706224	0.288483

	HYPER_PARAM	FEATURES	K_FOLDS	OUTPUT	AVG_RMSE	AVG_RMSE_%_AREA	STD_RMSE	CV_RMSE	AVG_MAE	AVG_MAE_%_AREA	STD_MAE	CV_MAE
142	1	rain	23	area	38.247717	2.977103	51.715218	4.025379	12.784938	0.995147	12.551957	0.977012
1160	4	rain	10	area	47.632563	3.707596	43.605556	3.394144	12.789835	0.995528	7.956310	0.619299
484	2	rain	23	area	38.248243	2.977144	51.715221	4.025379	12.790220	0.995558	12.550752	0.976918
138	1	rain	15	area	44.008447	3.425504	47.156453	3.670536	12.800303	0.996342	9.005794	0.700988
470	2	rain	5	area	54.820971	4.267123	34.298084	2.669674	12.802475	0.996512	4.172189	0.324752

	HYPER_PARAM	FEATURES	K_FOLDS	OUTPUT	AVG_RMSE	AVG_RMSE_%_AREA	STD_RMSE	CV_RMSE	AVG_MAE	AVG_MAE_%_AREA	STD_MAE	CV_MAE
4554	14	wind	3	area	60.849145	4.736340	29.675896	2.309895	21.292864	1.657382	0.406722	0.031658
4896	15	wind	3	area	59.933680	4.665083	30.332830	2.361029	20.703986	1.611545	0.534387	0.041595
4212	13	wind	3	area	61.805503	4.810781	29.004301	2.257620	21.914304	1.705753	0.621211	0.048353
1800	6	RH	3	area	70.087871	5.455459	22.278737	1.734119	24.460925	1.903975	0.873896	0.068022
3870	12	wind	3	area	63.068727	4.909107	28.119202	2.188726	22.772186	1.772528	1.024223	0.079723

	HYPER_PARAM	FEATURES	K_FOLDS	AVG_RMSE	STD_RMSE	SCORE_RMSE
182	1	FFMC, DMC, DC, ISI	5	55.622226	27.703588	3.242933
5330	16	temp, RH, wind, rain	5	56.972798	28.305571	3.318924
2900	9	X, Y, temp, RH, wind, rain	5	60.524415	24.888559	3.324163

	HYPER_PARAM	FEATURES	K_FOLDS	AVG_MAE	STD_MAE	SCORE_MAE
128	1	rain	5	12.824424	4.130688	0.659871
812	3	rain	5	12.867796	4.094543	0.660152
1496	5	rain	5	12.855549	4.108533	0.660220

	HYPER_PARAM	FEATURES	K_FOLDS	OUTPUT	AVG_RMSE	AVG_RMSE_%_AREA	STD_RMSE	CV_RMSE	AVG_MAE	AVG_MAE_%_AREA	STD_MAE	CV_MAE
0	1	DMC, DC, RH, rain	3	area	92.604748	7.208114	11.088316	0.863086	21.516024	1.674752	3.110145	0.242086
1	1	DMC, DC, RH, rain	5	area	80.050364	6.230913	42.442920	3.303647	22.243061	1.731342	8.053615	0.626873
2	1	DMC, DC, RH, rain	7	area	79.053479	6.153318	51.555996	4.012985	22.931298	1.784913	9.906891	0.771127
3	1	DMC, DC, RH, rain	9	area	79.871494	6.216991	43.191970	3.361951	22.428974	1.745813	7.119504	0.554164
4	1	DMC, DC, RH, rain	10	area	78.553606	6.114410	52.389181	4.077838	23.198523	1.805713	10.431808	0.811985

	HYPER_PARAM	FEATURES	K_FOLDS	OUTPUT	AVG_RMSE	AVG_RMSE_%_AREA	STD_RMSE	CV_RMSE	AVG_MAE	AVG_MAE_%_AREA	STD_MAE	CV_MAE	SCORE_RMSE	SCORE_MAE
108	13	DMC, DC, RH, rain	3	area	55.374900	4.310239	31.587890	2.458720	19.455754	1.514386	3.791652	0.295132	3.384479	0.904759
117	14	DMC, DC, RH, rain	3	area	55.411278	4.313071	31.753653	2.471622	19.471482	1.515610	3.820004	0.297339	3.392346	0.906475
126	15	DMC, DC, RH, rain	3	area	55.058511	4.285612	32.148553	2.502360	19.184796	1.493295	4.001723	0.311484	3.393986	0.902389
135	16	DMC, DC, RH, rain	3	area	54.978874	4.279413	32.292899	2.513596	19.114284	1.487806	3.921469	0.305237	3.396505	0.896522
144	17	DMC, DC, RH, rain	3	area	54.452058	4.238407	32.870612	2.558563	19.260403	1.499180	3.820034	0.297342	3.398485	0.898261

	HYPER_PARAM	FEATURES	K_FOLDS	OUTPUT	AVG_RMSE	AVG_RMSE_%_AREA	STD_RMSE	CV_RMSE	AVG_MAE	AVG_MAE_%_AREA	STD_MAE	CV_MAE
0	1	DMC, DC	3	area	57.345567	4.463631	30.024724	2.337047	20.175043	1.570373	7.365895	0.573342
1	1	DMC, DC	5	area	55.270504	4.302113	27.920306	2.173244	16.727721	1.302043	4.271207	0.332460
2	1	DMC, DC	7	area	70.233253	5.466775	51.941997	4.043031	21.596261	1.680997	12.723022	0.990327
3	1	DMC, DC	9	area	82.446775	6.417444	45.154165	3.514683	22.528296	1.753544	8.753561	0.681355
4	1	DMC, DC	10	area	77.884809	6.062352	46.146695	3.591939	21.673457	1.687006	8.660448	0.674107