In [5]:

    

import os
import csv
import platform
import pandas as pd
import networkx as nx
from graph_partitioning import GraphPartitioning, utils

run_metrics = True

cols = ["WASTE", "CUT RATIO", "EDGES CUT", "TOTAL COMM VOLUME", "Qds", "CONDUCTANCE", "MAXPERM", "RBSE", "NMI", "FSCORE", "FSCORE RELABEL IMPROVEMENT", "LONELINESS"]

pwd = %pwd

config = {

    "DATA_FILENAME": os.path.join(pwd, "data", "predition_model_tests", "network", "network_$$.txt"),
    "OUTPUT_DIRECTORY": os.path.join(pwd, "output"),

    # Set which algorithm is run for the PREDICTION MODEL.
    # Either: 'FENNEL' or 'SCOTCH'
    "PREDICTION_MODEL_ALGORITHM": "FENNEL",

    # Alternativly, read input file for prediction model.
    # Set to empty to generate prediction model using algorithm value above.
    "PREDICTION_MODEL": "",

    
    "PARTITIONER_ALGORITHM": "FENNEL",

    # File containing simulated arrivals. This is used in simulating nodes
    # arriving at the shelter. Nodes represented by line number; value of
    # 1 represents a node as arrived; value of 0 represents the node as not
    # arrived or needing a shelter.
    "SIMULATED_ARRIVAL_FILE": os.path.join(pwd,
                                           "data",
                                           "predition_model_tests",
                                           "dataset_6_randomize",
                                           "simulated_arrival_list",
                                           "percentage_of_prediction_randomized_££",
                                           "arrival_££_$$.txt"
                                          ),

    # File containing the prediction of a node arriving. This is different to the
    # simulated arrivals, the values in this file are known before the disaster.
    "PREDICTION_LIST_FILE": os.path.join(pwd,
                                         "data",
                                         "predition_model_tests",
                                         "dataset_6_randomize",
                                         "prediction_list",
                                         "prediction_$$.txt"
                                        ),

    # File containing the geographic location of each node, in "x,y" format.
    "POPULATION_LOCATION_FILE": os.path.join(pwd,
                                             "data",
                                             "predition_model_tests",
                                             "coordinates",
                                             "coordinates_$$.txt"
                                            ),

    # Number of shelters
    "num_partitions": 4,

    # The number of iterations when making prediction model
    "num_iterations": 1,

    # Percentage of prediction model to use before discarding
    # When set to 0, prediction model is discarded, useful for one-shot
    "prediction_model_cut_off": .0,

    # Alpha value used in one-shot (when restream_batches set to 1)
    "one_shot_alpha": 0.5,
    
    "use_one_shot_alpha" : False,
    
    # Number of arrivals to batch before recalculating alpha and restreaming.
    "restream_batches": 50,

    # When the batch size is reached: if set to True, each node is assigned
    # individually as first in first out. If set to False, the entire batch
    # is processed and empty before working on the next batch.
    "sliding_window": False,

    # Create virtual nodes based on prediction model
    "use_virtual_nodes": False,

    # Virtual nodes: edge weight
    "virtual_edge_weight": 1.0,
    
    # Loneliness score parameter. Used when scoring a partition by how many
    # lonely nodes exist.
    "loneliness_score_param": 1.2,


    ####
    # GRAPH MODIFICATION FUNCTIONS

    # Also enables the edge calculation function.
    "graph_modification_functions": True,

    # If set, the node weight is set to 100 if the node arrives at the shelter,
    # otherwise the node is removed from the graph.
    "alter_arrived_node_weight_to_100": False,

    # Uses generalized additive models from R to generate prediction of nodes not
    # arrived. This sets the node weight on unarrived nodes the the prediction
    # given by a GAM.
    # Needs POPULATION_LOCATION_FILE to be set.
    "alter_node_weight_to_gam_prediction": False,
    
    # Enables edge expansion when graph_modification_functions is set to true
    "edge_expansion_enabled": True,

    # The value of 'k' used in the GAM will be the number of nodes arrived until
    # it reaches this max value.
    "gam_k_value": 100,

    # Alter the edge weight for nodes that haven't arrived. This is a way to
    # de-emphasise the prediction model for the unknown nodes.
    "prediction_model_emphasis": 1.0,
    
    "compute_metrics_enabled" : True,
    
    # This applies the prediction_list_file node weights onto the nodes in the graph
    # when the prediction model is being computed and then removes the weights
    # for the cutoff and batch arrival modes
    "apply_prediction_model_weights": True,

    "SCOTCH_LIB_PATH": os.path.join(pwd, "libs/scotch/macOS/libscotch.dylib")
    if 'Darwin' in platform.system()
    else "/usr/local/lib/libscotch.so",
    
    # Path to the PaToH shared library
    "PATOH_LIB_PATH": os.path.join(pwd, "libs/patoh/lib/macOS/libpatoh.dylib")
    if 'Darwin' in platform.system()
    else os.path.join(pwd, "libs/patoh/lib/linux/libpatoh.so"),
    
    "PATOH_ITERATIONS": 5,
        
    # Expansion modes: 'avg_node_weight', 'total_node_weight', 'smallest_node_weight'
    # 'largest_node_weight'
    # add '_squared' or '_sqrt' at the end of any of the above for ^2 or sqrt(weight)
    # i.e. 'avg_node_weight_squared
    "PATOH_HYPEREDGE_EXPANSION_MODE": 'no_expansion',
    
    # Edge Expansion: average, total, minimum, maximum, product, product_squared, sqrt_product
    "EDGE_EXPANSION_MODE" : 'total',
    
    # Whether nodes should be reordered using a centrality metric for optimal node assignments in batch mode
    # This is specific to FENNEL and at the moment Leverage Centrality is used to compute new noder orders
    "FENNEL_NODE_REORDERING_ENABLED": False,
    
    # Whether the Friend of a Friend scoring system is active during FENNEL partitioning.
    # FOAF employs information about a node's friends to determine the best partition when
    # this node arrives at a shelter and no shelter has friends already arrived
    "FENNEL_FRIEND_OF_A_FRIEND_ENABLED": False,
    
    # Alters how much information to print. Keep it at 1 for this notebook.
    # 0 - will print nothing, useful for batch operations.
    # 1 - prints basic information on assignments and operations.
    # 2 - prints more information as it batches arrivals.
    "verbose": 1
}

gp = GraphPartitioning(config)

# Optional: shuffle the order of nodes arriving
# Arrival order should not be shuffled if using GAM to alter node weights
#random.shuffle(gp.arrival_order)

%pylab inline


    

    




Populating the interactive namespace from numpy and matplotlib

In [6]:

    

import scipy
from copy import deepcopy
import time

iterations = 60

pm_cutoff = []
for i in range(0, 21):
    pm_cutoff.append(i * 0.05)

#virtual_edge_weight = [0.5, 1.0, 1.5, 2.0, 2.5, 3.0]

for mode in pm_cutoff:

    metricsDataPrediction = []
    metricsDataAssign = []
    
    dataQdsOv = []
    dataCondOv = []

    # batches of 50 - use 10 restreaming iterations on FENNEL
    config['num_iterations'] = 10
        
    config['prediction_model_cut_off'] = mode
    #config['alter_node_weight_to_gam_prediction'] = False
    #config["use_virtual_nodes"] = True

    # Virtual nodes: edge weight
    #config["virtual_edge_weight"] = mode


    print('Mode', mode)
    elapsed_times = []
    for i in range(0, iterations):
        # how many networks
        if (i % 20) == 0:
            print('Mode', mode, 'Iteration', str(i))
        
        conf = deepcopy(config)

        correctedness = 60
        
        conf["DATA_FILENAME"] = conf["DATA_FILENAME"].replace('$$', str(i + 1))
        
        conf["SIMULATED_ARRIVAL_FILE"] = conf["SIMULATED_ARRIVAL_FILE"].replace('$$', str(i + 1))
        conf["SIMULATED_ARRIVAL_FILE"] = conf["SIMULATED_ARRIVAL_FILE"].replace('££', str(correctedness))

        conf["PREDICTION_LIST_FILE"] = conf["PREDICTION_LIST_FILE"].replace('$$', str(i + 1))
        conf["POPULATION_LOCATION_FILE"] = conf["POPULATION_LOCATION_FILE"].replace('$$', str(i + 1))


        with GraphPartitioning(conf) as gp:
            gp.verbose = 0
            
            start_time = time.time()
            
            gp.load_network()
            gp.init_partitioner()

            m = gp.prediction_model()
            m = gp.assign_cut_off()
            m = gp.batch_arrival()

            elapsed_time = time.time() - start_time
            elapsed_times.append(elapsed_time)
            
            totalM = len(m)
            metricsDataPrediction.append(m[totalM - 1])
    
    print('Average Elapsed Time =', scipy.mean(elapsed_times))

    waste = ''
    cutratio = ''
    ec = ''
    tcv = ''
    qds = ''
    conductance = ''
    maxperm = ''
    rbse = ''
    nmi = ''
    lonliness = ''
    fscore = ''
    fscoreimprove = ''
        
    qdsOv = ''
    condOv = ''

    dataWaste = []
    dataCutRatio = []
    dataEC = []
    dataTCV = [] 
    dataQDS = []
    dataCOND = []
    dataMAXPERM = []
    dataRBSE = []
    dataNMI = []
    dataLonliness = []
    dataFscore = []
    dataFscoreImprove = []

    
    for i in range(0, iterations):
        dataWaste.append(metricsDataPrediction[i][0])        
        dataCutRatio.append(metricsDataPrediction[i][1])
        dataEC.append(metricsDataPrediction[i][2])
        dataTCV.append(metricsDataPrediction[i][3])
        dataQDS.append(metricsDataPrediction[i][4])
        dataCOND.append(metricsDataPrediction[i][5])
        dataMAXPERM.append(metricsDataPrediction[i][6])
        dataRBSE.append(metricsDataPrediction[i][7])
        dataNMI.append(metricsDataPrediction[i][8])        
        dataFscore.append(metricsDataPrediction[i][9])        
        dataFscoreImprove.append(metricsDataPrediction[i][10])        
        dataLonliness.append(metricsDataPrediction[i][11])


        if(len(waste)):
            waste = waste + ','
        waste = waste + str(metricsDataPrediction[i][0])

        if(len(cutratio)):
            cutratio = cutratio + ','
        cutratio = cutratio + str(metricsDataPrediction[i][1])

        if(len(ec)):
            ec = ec + ','
        ec = ec + str(metricsDataPrediction[i][2])
        
        if(len(tcv)):
            tcv = tcv + ','
        tcv = tcv + str(metricsDataPrediction[i][3])

        if(len(qds)):
            qds = qds + ','
        qds = qds + str(metricsDataPrediction[i][4])

        if(len(conductance)):
            conductance = conductance + ','
        conductance = conductance + str(metricsDataPrediction[i][5])

        if(len(maxperm)):
            maxperm = maxperm + ','
        maxperm = maxperm + str(metricsDataPrediction[i][6])

        if(len(rbse)):
            rbse = rbse + ','
        rbse = rbse + str(metricsDataPrediction[i][7])


        
        if(len(nmi)):
            nmi = nmi + ','
        nmi = nmi + str(metricsDataPrediction[i][8])

        if(len(fscore)):
            fscore = fscore + ','
        fscore = fscore + str(metricsDataPrediction[i][9])

        if(len(fscoreimprove)):
            fscoreimprove = fscoreimprove + ','
        fscoreimprove = fscoreimprove + str(metricsDataPrediction[i][10])
        
        if(len(lonliness)):
            lonliness = lonliness + ','
        lonliness = lonliness + str(dataLonliness[i])
        
    '''
    waste = 'WASTE,' + 'virtual_e_w_' + str(int(10 * config['virtual_edge_weight'])) + ',' + str(scipy.mean(dataWaste)) + ',' + str(scipy.std(dataWaste)) + ',' + waste

    cutratio = 'CUT_RATIO,' + 'virtual_e_w_' + str(int(10 * config['virtual_edge_weight'])) + ',' + str(scipy.mean(dataCutRatio)) + ',' + str(scipy.std(dataCutRatio)) + ',' + cutratio
    ec = 'EC,' + 'virtual_e_w_' + str(int(10 * config['virtual_edge_weight'])) + ',' + str(scipy.mean(dataEC)) + ',' + str(scipy.std(dataEC)) + ',' + ec
    tcv = 'TCV,' + 'virtual_e_w_' + str(int(10 * config['virtual_edge_weight'])) + ',' + str(scipy.mean(dataTCV)) + ',' + str(scipy.std(dataTCV)) + ',' + tcv

    lonliness = "LONELINESS," + 'virtual_e_w_' + str(int(10 * config['virtual_edge_weight'])) + ',' + str(scipy.mean(dataLonliness)) + ',' + str(scipy.std(dataLonliness)) + ',' + lonliness

    qds = 'QDS,' + 'virtual_e_w_' + str(int(10 * config['virtual_edge_weight'])) + ',' + str(scipy.mean(dataQDS)) + ',' + str(scipy.std(dataQDS)) + ',' + qds
    conductance = 'CONDUCTANCE,' + 'virtual_e_w_' + str(int(10 * config['virtual_edge_weight'])) + ',' + str(scipy.mean(dataCOND)) + ',' + str(scipy.std(dataCOND)) + ',' + conductance
    maxperm = 'MAXPERM,' + 'virtual_e_w_' + str(int(10 * config['virtual_edge_weight'])) + ',' + str(scipy.mean(dataMAXPERM)) + ',' + str(scipy.std(dataMAXPERM)) + ',' + maxperm
    rbse = 'RBSE,' + 'virtual_e_w_' + str(int(10 * config['virtual_edge_weight'])) + ',' + str(scipy.mean(dataRBSE)) + ',' + str(scipy.std(dataRBSE)) + ',' + rbse

    nmi = 'NMI,' + 'virtual_e_w_' + str(int(10 * config['virtual_edge_weight'])) + ',' + str(scipy.mean(dataNMI)) + ',' + str(scipy.std(dataNMI)) + ',' + nmi

    fscore = "FSCORE," + 'virtual_e_w_' + str(int(10 * config['virtual_edge_weight'])) + ',' + str(scipy.mean(dataFscore)) + ',' + str(scipy.std(dataFscore)) + ',' + fscore
    fscoreimprove = "FSCORE_IMPROVE," + 'virtual_e_w_' + str(int(10 * config['virtual_edge_weight'])) + ',' + str(scipy.mean(dataFscoreImprove)) + ',' + str(scipy.std(dataFscoreImprove)) + ',' + fscoreimprove
    
    '''
    waste = 'WASTE,' + 'pm_cutoff_' + str(int(100 * config['prediction_model_cut_off'])) + ',' + str(scipy.mean(dataWaste)) + ',' + str(scipy.std(dataWaste)) + ',' + waste

    cutratio = 'CUT_RATIO,' + 'pm_cutoff_' + str(int(100 * config['prediction_model_cut_off'])) + ',' + str(scipy.mean(dataCutRatio)) + ',' + str(scipy.std(dataCutRatio)) + ',' + cutratio
    ec = 'EC,' + 'pm_cutoff_' + str(int(100 * config['prediction_model_cut_off'])) + ',' + str(scipy.mean(dataEC)) + ',' + str(scipy.std(dataEC)) + ',' + ec
    tcv = 'TCV,' + 'pm_cutoff_' + str(int(100 * config['prediction_model_cut_off'])) + ',' + str(scipy.mean(dataTCV)) + ',' + str(scipy.std(dataTCV)) + ',' + tcv

    lonliness = "LONELINESS," + 'pm_cutoff_' + str(int(100 * config['prediction_model_cut_off'])) + ',' + str(scipy.mean(dataLonliness)) + ',' + str(scipy.std(dataLonliness)) + ',' + lonliness

    qds = 'QDS,' + 'pm_cutoff_' + str(int(100 * config['prediction_model_cut_off'])) + ',' + str(scipy.mean(dataQDS)) + ',' + str(scipy.std(dataQDS)) + ',' + qds
    conductance = 'CONDUCTANCE,' + 'pm_cutoff_' + str(int(100 * config['prediction_model_cut_off'])) + ',' + str(scipy.mean(dataCOND)) + ',' + str(scipy.std(dataCOND)) + ',' + conductance
    maxperm = 'MAXPERM,' + 'pm_cutoff_' + str(int(100 * config['prediction_model_cut_off'])) + ',' + str(scipy.mean(dataMAXPERM)) + ',' + str(scipy.std(dataMAXPERM)) + ',' + maxperm
    rbse = 'RBSE,' + 'pm_cutoff_' + str(int(100 * config['prediction_model_cut_off'])) + ',' + str(scipy.mean(dataRBSE)) + ',' + str(scipy.std(dataRBSE)) + ',' + rbse

    nmi = 'NMI,' + 'pm_cutoff_' + str(int(100 * config['prediction_model_cut_off'])) + ',' + str(scipy.mean(dataNMI)) + ',' + str(scipy.std(dataNMI)) + ',' + nmi

    fscore = "FSCORE," + 'pm_cutoff_' + str(int(100 * config['prediction_model_cut_off'])) + ',' + str(scipy.mean(dataFscore)) + ',' + str(scipy.std(dataFscore)) + ',' + fscore
    fscoreimprove = "FSCORE_IMPROVE," + 'pm_cutoff_' + str(int(100 * config['prediction_model_cut_off'])) + ',' + str(scipy.mean(dataFscoreImprove)) + ',' + str(scipy.std(dataFscoreImprove)) + ',' + fscoreimprove
    ''''''

    print(cutratio)
    print(ec)
    print(tcv)
    print(lonliness)
    print(qds)
    print(conductance)
    print(maxperm)
    print(rbse)
    print(nmi)
    print(fscore)
    print(fscoreimprove)


    

    




Mode 0.0
Mode 0.0 Iteration 0
Mode 0.0 Iteration 20
Mode 0.0 Iteration 40
Average Elapsed Time = 239.204368711
CUT_RATIO,pm_cutoff_0,0.179514044837,0.0190526687988,0.18648018648,0.21420518602,0.218225419664,0.19900990099,0.163355408389,0.204152249135,0.177282377919,0.192008879023,0.178240740741,0.148664343786,0.168408826945,0.197263397948,0.171129220023,0.191402251791,0.134328358209,0.18931475029,0.171021377672,0.179951690821,0.167550371156,0.169076751947,0.150549450549,0.154171066526,0.184337349398,0.204353083434,0.19305019305,0.174468085106,0.173572228443,0.183313748531,0.158653846154,0.202964652223,0.188335358445,0.181324647123,0.167410714286,0.200661521499,0.135552913199,0.163104611924,0.168574401665,0.186073059361,0.182126696833,0.193965517241,0.168058455115,0.15578465063,0.181922196796,0.186403508772,0.18715393134,0.157480314961,0.182831661093,0.198609731877,0.163265306122,0.143340857788,0.196571428571,0.196332254585,0.178128523112,0.175182481752,0.168564920273,0.205811138015,0.219081272085,0.163722025913,0.200661521499,0.174301675978
EC,pm_cutoff_0,159.3,20.1835741797,160,190,182,201,148,177,167,173,154,128,145,173,147,187,108,163,144,149,158,152,137,146,153,169,200,164,155,156,132,178,155,167,150,182,114,145,162,163,161,180,161,136,159,170,169,140,164,200,120,127,172,182,158,144,148,170,186,139,182,156
TCV,pm_cutoff_0,229.35,25.066461657,208,275,273,256,207,245,227,242,228,188,220,254,224,263,164,245,217,224,237,226,205,223,225,244,271,240,226,229,201,259,240,237,199,261,169,222,221,230,251,254,219,210,225,247,235,193,211,263,196,199,240,261,228,204,204,252,276,203,248,217
LONELINESS,pm_cutoff_0,0.683549506448,0.0142423849785,0.679029110469,0.656068444303,0.65097208306,0.7034175826,0.698025758012,0.683380721764,0.678253397896,0.706867897075,0.691476172293,0.68851809836,0.693113501485,0.678687357696,0.691613359527,0.703425050241,0.691362491242,0.691872335721,0.688829103053,0.675980866507,0.690076162201,0.695758533686,0.703226849171,0.686445106697,0.685853464084,0.658127628977,0.711016260603,0.695200912547,0.683138076437,0.65591359741,0.680788102857,0.683419261157,0.663183305755,0.701009259183,0.688815767465,0.693507002603,0.682197109086,0.691699330545,0.699603111818,0.674445829421,0.675176132086,0.697548186897,0.686229610803,0.679345948709,0.679867509396,0.675997715063,0.673914320783,0.680024811335,0.699898552338,0.707162233001,0.649814622512,0.67167244486,0.681745551558,0.682840816938,0.684023800897,0.66659095821,0.688529428984,0.668332029223,0.652876205699,0.678191229367,0.680302472605,0.678567802592
QDS,pm_cutoff_0,0.541405914935,0.0238990587802,0.5121307302606788,0.5116862150894684,0.583594939513288,0.5332748851344862,0.5243298164707484,0.5498527345035099,0.5287486454776188,0.5785389504982833,0.5276367534736331,0.5318544761394667,0.5638073432651471,0.5884659967640077,0.5419356443020931,0.5036333668222877,0.5162931750704496,0.5514313664489529,0.5875623719957963,0.5592162816861368,0.586282498581375,0.5522877544329906,0.5084868235891365,0.49815437497612225,0.5352858045378973,0.550530419951012,0.532092522574493,0.5397861705527978,0.5444193557890858,0.5163600798256743,0.5467828429706197,0.5643766576032612,0.5174014744752896,0.5604600114943862,0.5093424753568042,0.5535799377677629,0.5321977847795606,0.5268114752908654,0.55114376285077,0.5552040493408638,0.5129938697315962,0.5552290076409601,0.4850171216815247,0.5697235376796022,0.554091386140724,0.5349104871444734,0.5090775114123627,0.5063859134828372,0.5359936953109544,0.5160024567493849,0.5401272558797078,0.5501853103649709,0.5257308672008898,0.5638103018783648,0.5445771516275386,0.5600266429895266,0.5592455100755572,0.5454364215588356,0.5726190779805981,0.5751305395150184,0.5559968614565521,0.5370639989247229
CONDUCTANCE,pm_cutoff_0,0.0267139785293,0.00571045058683,0.03553803359747456,0.023940600776592855,0.02034393711024004,0.036938254354755305,0.028691161976502306,0.02282485044485238,0.030823755209137178,0.0305470024162399,0.02741142606975393,0.023192587275025583,0.02180065594541524,0.02211562860595806,0.026693783930312468,0.02969985313961557,0.0266599383256415,0.028606850722357743,0.02075414269045597,0.026032817160147985,0.027674627354286902,0.03172220944166171,0.041979242402929856,0.035710247688699105,0.03499473182569643,0.023097652073579583,0.026975019721835535,0.028997013003192275,0.02438058899896672,0.027176310514887683,0.02445473579177927,0.014594879527653606,0.019700602316825112,0.02379371111588081,0.026454089288093525,0.016397352931786333,0.017972635326518542,0.037873695239939845,0.01864712522233753,0.02935506606185834,0.026889788512839158,0.032453243320493104,0.03247052062820594,0.02249053651349448,0.02676352184617311,0.019955538058886124,0.03255184013120889,0.0276662933799428,0.02699523909288798,0.030388955395503663,0.02963026677414288,0.02257602156709339,0.026071247105235684,0.03675900673077831,0.027476888524509288,0.024332477606027313,0.03413490918977732,0.017001099134921767,0.020422370418074553,0.027404418772199304,0.021833534112312175,0.022004179347296905
MAXPERM,pm_cutoff_0,0.293286609189,0.0379983995948,0.2515721794392523,0.20234289158878507,0.24818421928166348,0.29913508727272725,0.31661791417910445,0.32769575375939847,0.23675314794007493,0.38584585233644864,0.2895535844402277,0.3084383653483992,0.3132903516068053,0.3118216779026218,0.3205293515037594,0.3347889872495446,0.28065196963946865,0.33708976370510396,0.29594352561669834,0.2662094600760456,0.33681088073394494,0.3595441632270169,0.3185979141791045,0.2708240764925373,0.30535593984962406,0.2454972146892655,0.3292776275229358,0.3131827981651376,0.29679155471698115,0.20309875939849625,0.2783662344045369,0.33366266728971966,0.25360146992481203,0.3111528790170132,0.2783988834586466,0.31165937642585556,0.313509243902439,0.30089998109640836,0.34304058532110093,0.2822681442125237,0.29349775,0.3774371498127341,0.21304903738317757,0.3108213033707865,0.273301382739212,0.2985910131826742,0.2633462259887006,0.27846409451795845,0.3115528270676692,0.3186132749077491,0.22372685066162573,0.2612463692022264,0.29399849814814816,0.2943509664179105,0.3060677948243993,0.2834113624288425,0.30633246299810246,0.26550893383742913,0.2570810189035917,0.32775583333333336,0.25912129850746274,0.2679166261682243
RBSE,pm_cutoff_0,0.0573536909739,0.0104391071109,0.05420560747663551,0.08224299065420561,0.07372400756143667,0.06,0.06343283582089553,0.05639097744360902,0.08801498127340825,0.048598130841121495,0.04554079696394687,0.03766478342749529,0.05103969754253308,0.0599250936329588,0.06390977443609022,0.04918032786885246,0.03984819734345351,0.05671077504725898,0.05502846299810247,0.060836501901140684,0.05871559633027523,0.0600375234521576,0.05037313432835821,0.055970149253731345,0.05263157894736842,0.060263653483992465,0.05137614678899083,0.05504587155963303,0.05471698113207547,0.06766917293233082,0.052930056710775046,0.0616822429906542,0.06390977443609022,0.06049149338374291,0.039473684210526314,0.07224334600760456,0.03564727954971857,0.06049149338374291,0.045871559633027525,0.06261859582542695,0.06111111111111111,0.052434456928838954,0.052336448598130844,0.04868913857677903,0.058161350844277676,0.06779661016949153,0.05649717514124294,0.052930056710775046,0.041353383458646614,0.055350553505535055,0.05103969754253308,0.04452690166975881,0.08148148148148149,0.05223880597014925,0.05545286506469501,0.06451612903225806,0.06072106261859583,0.062381852551984876,0.07939508506616257,0.04924242424242424,0.06529850746268656,0.059813084112149535
NMI,pm_cutoff_0,0.0328668377823,0.0136851348924,0.0243569419264,0.0170839340711,0.0234108761313,0.0532478667715,0.0261066888057,0.0118420598315,0.0597496794424,0.0439579221652,0.0423347205755,0.0211831792482,0.0250636953063,0.026790399976,0.0388549986808,0.0215900401484,0.0351503068723,0.0175842912154,0.0217356231411,0.0132479140215,0.0305142457997,0.0521329472188,0.017912092324,0.0562487773829,0.0478498157216,0.0275763054847,0.0519391927085,0.0247356437164,0.0279937850455,0.0624832722218,0.042510035333,0.0499256276039,0.0218734886321,0.0142446713805,0.032414365748,0.0463421972427,0.0414577761517,0.0441348423926,0.0312693243497,0.0186038884012,0.0267280620039,0.0671988100165,0.0447984090084,0.0168630910678,0.0410636890617,0.0183361802375,0.0162382007964,0.029065932052,0.0385279719214,0.0494269333945,0.0307558826478,0.0227882709686,0.013033631391,0.0435547379667,0.0297338064384,0.0384450006909,0.0337995588703,0.0213443125247,0.0198759541789,0.0312633786991,0.046613737032,0.0271012827778
FSCORE,pm_cutoff_0,0.259742966861,0.0444638883198,0.276935021058,0.279522478158,0.268650241205,0.267416110583,0.306406971411,0.247366131386,0.314945921427,0.215624424217,0.266142709434,0.290764629337,0.249345964427,0.325322080673,0.217586424704,0.248120455713,0.236286373869,0.302222834795,0.196999424924,0.217658183305,0.287428275378,0.376046333318,0.294235672673,0.334107543341,0.228169114032,0.20930767463,0.21202287109,0.22337117231,0.26890148816,0.34133017933,0.373422128226,0.280121149754,0.248441562976,0.314774341588,0.195633474344,0.219750864104,0.228328780325,0.290055567406,0.282722487342,0.229554454234,0.247028576669,0.193461174107,0.246102274375,0.219672458908,0.203975249551,0.227466448284,0.301603483078,0.253828993082,0.236016884704,0.224362377149,0.221178577533,0.231576647197,0.278599709984,0.259200780679,0.231107203427,0.311182744279,0.250766838851,0.308756472915,0.283902987107,0.284666384169,0.156670882429,0.248409347991
FSCORE_IMPROVE,pm_cutoff_0,0.0627260063042,0.0449470748214,0.0277009188184,0.0210319350174,0.040863559097,0.0413095854022,0.00999017714382,0.063084923029,0.0268952869778,0.154305866399,0.0625462226694,0.0238354588168,0.0572728252302,0.0,0.142803605738,0.065857571887,0.0990852771534,0.0,0.0916377284785,0.0961296306917,0.0132032665966,0.0,0.0241234984059,0.0,0.0738730092388,0.0970455541591,0.0937863730081,0.0754259347811,0.0887109420616,0.0378359939033,0.0,0.0563067998711,0.0830694002214,0.0,0.14641452148,0.125639452009,0.0775264582526,0.0508668717065,0.0506496454957,0.0832291268687,0.0460310114722,0.152131137483,0.145078537883,0.087357556122,0.129665955847,0.0427545806271,0.0,0.0578756962364,0.0874594645272,0.105110140712,0.0980858164242,0.07383150653,0.0,0.0767050526754,0.0833098234976,0.00777556325705,0.0781788138788,0.0,0.0523658463647,0.0383384280026,0.156908678051,0.0425393480515
Mode 0.05
Mode 0.05 Iteration 0
Mode 0.05 Iteration 20
Mode 0.05 Iteration 40
Average Elapsed Time = 20.7862267574
CUT_RATIO,pm_cutoff_5,0.17316325923,0.0196413421258,0.172494172494,0.206313416009,0.189448441247,0.173267326733,0.16114790287,0.17416378316,0.147558386412,0.184239733629,0.179398148148,0.169570267131,0.166085946574,0.196123147092,0.152502910361,0.215967246673,0.144278606965,0.205574912892,0.155581947743,0.183574879227,0.156945917285,0.140155728587,0.183516483516,0.137275607181,0.148192771084,0.171704957678,0.166023166023,0.190425531915,0.137737961926,0.16803760282,0.146634615385,0.189281641961,0.171324422843,0.172638436482,0.159598214286,0.178610804851,0.143876337693,0.174353205849,0.15296566077,0.175799086758,0.222850678733,0.153017241379,0.188935281837,0.169530355097,0.152173913043,0.161184210526,0.169435215947,0.164229471316,0.199554069119,0.178748758689,0.167346938776,0.155756207675,0.196571428571,0.184466019417,0.198421645998,0.211678832117,0.167425968109,0.188861985472,0.179034157833,0.171967020024,0.186328555678,0.179888268156
EC,pm_cutoff_5,153.566666667,19.8614926148,148,183,158,175,146,151,139,166,155,146,143,172,131,211,116,177,131,152,148,126,167,130,123,142,172,179,123,143,122,166,141,159,143,162,121,155,147,154,197,142,181,148,133,147,153,146,179,180,123,138,172,171,176,174,147,156,152,146,169,161
TCV,pm_cutoff_5,221.966666667,24.0651661582,220,269,247,235,209,206,207,243,226,209,216,234,201,289,181,252,200,224,212,184,244,198,193,214,248,247,183,204,194,237,210,239,199,239,188,229,198,214,289,203,232,205,199,214,221,197,244,245,196,202,246,240,257,237,210,226,232,216,240,225
LONELINESS,pm_cutoff_5,0.684818215374,0.0135064138319,0.676691477157,0.663039396883,0.66192617319,0.702276444201,0.702266850398,0.680667717346,0.689758366711,0.703626087397,0.688180140237,0.673021873883,0.690505867103,0.680345937031,0.697047518438,0.700028846858,0.682295453432,0.686136047626,0.700178384776,0.673114592867,0.696522462732,0.703368088222,0.701420149351,0.688893345452,0.692814813052,0.666803476167,0.712872957314,0.693356438139,0.692441633958,0.673527852339,0.682999107886,0.685972479879,0.669794233252,0.690571551649,0.685582420265,0.699910194039,0.670436551832,0.694444739241,0.70312883339,0.677804098167,0.665116160977,0.703401633904,0.680778150512,0.673999561582,0.692433922598,0.687395292744,0.675618270891,0.674309243258,0.691056923299,0.70969423293,0.652190251968,0.671586211007,0.695231981376,0.676872123685,0.679873628038,0.653395972979,0.684706656155,0.678894539473,0.674566414375,0.679118374194,0.682148499499,0.672932275134
QDS,pm_cutoff_5,0.536795769139,0.0250526524065,0.5205975448421154,0.5170226617392915,0.5657544762856325,0.5125489504577423,0.528943844148934,0.5061714671725145,0.5212671620402718,0.5830994987507391,0.5190171286710792,0.5820245702811537,0.5314646558462814,0.5741479353022432,0.5494790240023524,0.5094661132456911,0.551717264574256,0.5457669012077092,0.5822905474481119,0.5482062432674717,0.5610325985054985,0.49060038587977367,0.5560176000685961,0.49046797160002864,0.5244114040575012,0.5317883708496816,0.522895090500756,0.5270453265108158,0.5299132025906519,0.5056304923139526,0.5679823749835301,0.5431510225877152,0.5132249764862047,0.5127202198090329,0.5105972127495929,0.5460765610218477,0.5502253923685262,0.5204476969677487,0.5583403727338702,0.534748360137664,0.5279037346449702,0.5006661011597645,0.4906062063872769,0.5463007197594903,0.5218450683695194,0.5326858340033732,0.5071033291891361,0.5219430318435219,0.551756395466789,0.5118970733908391,0.5450678144174786,0.5304236377407096,0.5784499032047558,0.5247844476835767,0.555989303306954,0.5737770346476343,0.5523247164479301,0.537532827616033,0.5552344828789941,0.596863935246587,0.5637085348227445,0.534579394091571
CONDUCTANCE,pm_cutoff_5,0.0293762088211,0.00581191869563,0.02751104146286779,0.023054761091864433,0.023422169234124397,0.0393912650629657,0.03261713644684935,0.02583272379022444,0.029861559438467807,0.036060225469305277,0.02655535284270397,0.027135004872200223,0.02621281290282655,0.028671347919926884,0.036152572719613675,0.03506142320397563,0.031216306141850697,0.024856586686672528,0.027516817845922862,0.021903666020058023,0.02645359394148359,0.03762485110153743,0.030974126640663447,0.03933280775807525,0.04386284352638338,0.03389957729653415,0.03478808140763065,0.031180480855284354,0.032634915968531214,0.03575103299080419,0.028374392182857738,0.030248790720175972,0.030309911784401858,0.019067730764416,0.029556478011859004,0.022538888037444103,0.021230027355856634,0.02368976923076293,0.02431276315800325,0.0323306418594324,0.026661927115656705,0.028643709985747664,0.026049670043466065,0.018191058285817248,0.026815913908829123,0.03188439987534728,0.03566006796508432,0.03784952611722473,0.0256270239210423,0.029399064083796247,0.021781142691194466,0.0245952658253642,0.02463284310812692,0.03619992848144782,0.022154406442982135,0.01600042865052042,0.03365720800554163,0.037671353607887176,0.03354886997199064,0.029087236499655687,0.03615349819567611,0.029113508740778195
MAXPERM,pm_cutoff_5,0.291841182763,0.0351325446796,0.2696167028037383,0.21117162990654206,0.280264168241966,0.29289465454545455,0.3308593152985075,0.31465922932330825,0.25526850187265915,0.37302332523364484,0.2815174250474383,0.27573471751412426,0.2906614782608696,0.29878978277153556,0.32577525,0.3231997996357013,0.27877782732447814,0.31159479395085066,0.3286255806451613,0.2950245684410646,0.310953095412844,0.33232388367729826,0.36238610447761194,0.24956499626865672,0.30769446240601506,0.22853613559322034,0.3221737357798165,0.3011732275229358,0.3067321981132075,0.2487159229323308,0.29668916824196595,0.3022095327102804,0.2743219868421053,0.2865693232514178,0.3050561127819549,0.30666861977186305,0.2939618536585366,0.32397397353497165,0.3625443724770642,0.2588701916508539,0.2745108407407407,0.3123355936329588,0.23178600747663552,0.26977301685393257,0.2772391407129456,0.29236099811676086,0.24275087005649718,0.25058615879017015,0.3205111917293233,0.3015428265682657,0.2371790189035917,0.25923761595547307,0.3656192888888889,0.25038833208955225,0.31077241219963037,0.25201804174573056,0.3003370853889943,0.2510270359168242,0.2824585822306238,0.345287706439394,0.29415791231343286,0.27001364112149534
RBSE,pm_cutoff_5,0.0554216585231,0.00941743607758,0.044859813084112146,0.06728971962616823,0.04914933837429111,0.056363636363636366,0.04291044776119403,0.06015037593984962,0.0449438202247191,0.048598130841121495,0.04743833017077799,0.060263653483992465,0.06049149338374291,0.0599250936329588,0.06203007518796992,0.04735883424408015,0.06072106261859583,0.06427221172022685,0.04364326375711575,0.06273764258555133,0.05321100917431193,0.05628517823639775,0.04664179104477612,0.054104477611940295,0.045112781954887216,0.054613935969868174,0.05137614678899083,0.06422018348623854,0.0509433962264151,0.05263157894736842,0.05103969754253308,0.0616822429906542,0.05451127819548872,0.07372400756143667,0.041353383458646614,0.07034220532319392,0.043151969981238276,0.04725897920604915,0.03853211009174312,0.05313092979127135,0.08148148148148149,0.054307116104868915,0.0616822429906542,0.06179775280898876,0.04127579737335835,0.054613935969868174,0.054613935969868174,0.05671077504725898,0.05827067669172932,0.046125461254612546,0.04725897920604915,0.04823747680890538,0.044444444444444446,0.07276119402985075,0.066543438077634,0.07400379506641366,0.06072106261859583,0.06427221172022685,0.05671077504725898,0.045454545454545456,0.055970149253731345,0.07102803738317758
NMI,pm_cutoff_5,0.0723536719963,0.0287557996127,0.060719299046,0.0269487558832,0.0317936272453,0.129589520105,0.0445580531701,0.0203447816209,0.0697426130107,0.0526052855843,0.0732701499671,0.0587697932808,0.0739922333901,0.075025841017,0.0502319565085,0.0414502439603,0.0765507902528,0.0383121559119,0.0860998388132,0.081642572209,0.0975936607601,0.0835329776882,0.0647541255351,0.160739123812,0.0595525616942,0.119538643371,0.0842489698533,0.0536854781899,0.0875696657347,0.0768450011739,0.10646276838,0.073273807795,0.0706474172636,0.105260013655,0.054574816449,0.0466628778208,0.138751365934,0.043823116204,0.110873334651,0.0322822155705,0.0764999895322,0.0858030865491,0.0572647798671,0.0706635040205,0.0597677706416,0.100198866074,0.0457659626316,0.0884504202339,0.0551826842712,0.0958111680833,0.0601764329445,0.0732197724787,0.0464727137727,0.1402637818,0.0376617858379,0.0388883805565,0.0933547069054,0.0541730777887,0.0779059039465,0.0600040362908,0.0908539725221,0.070518070515
FSCORE,pm_cutoff_5,0.407924380631,0.0428205235661,0.409065607326,0.340951722289,0.356078971485,0.426220218891,0.35220677332,0.296746631614,0.356086921915,0.393132088823,0.419311071304,0.40240119572,0.406204144129,0.422966662823,0.377102175146,0.375080985602,0.400143413049,0.38541515384,0.438615746369,0.456990491257,0.461628408987,0.435057987589,0.406825674138,0.50369543135,0.362475779035,0.490427937508,0.4317774297,0.39834989788,0.428270440337,0.422620444461,0.458067650079,0.414869783564,0.432573652356,0.44271131146,0.38182318856,0.365321603086,0.456783158472,0.392812497312,0.488009839278,0.356159601155,0.442619340724,0.424551702704,0.373191950741,0.404767482759,0.404996537953,0.425359045254,0.338292365932,0.454215943726,0.383396539832,0.468475962842,0.405401760091,0.346862600107,0.376965211327,0.486930472887,0.342574420939,0.359634183683,0.456021277877,0.383065218148,0.426334156639,0.417317159137,0.427924232271,0.381583581097
FSCORE_IMPROVE,pm_cutoff_5,0.00166594171573,0.00549739963862,0.0,0.0,0.0,0.0,0.0141410187681,0.0347000147017,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.00551069064467,0.0,0.0,0.0,0.0,0.0,0.0,0.00712132561967,0.0,0.0,0.0,0.0135302540193,0.0,0.0,0.0,0.0,0.0121114938491,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0128417053413
Mode 0.1
Mode 0.1 Iteration 0
Mode 0.1 Iteration 20
Mode 0.1 Iteration 40
Average Elapsed Time = 19.5735627413
CUT_RATIO,pm_cutoff_10,0.164547733901,0.02128524886,0.194638694639,0.182638105975,0.193045563549,0.158415841584,0.169977924945,0.168396770473,0.146496815287,0.160932297447,0.159722222222,0.130081300813,0.19512195122,0.188141391106,0.155995343423,0.192425793245,0.140547263682,0.148664343786,0.131828978622,0.167874396135,0.168610816543,0.167964404894,0.156043956044,0.13833157339,0.155421686747,0.177750906892,0.148648648649,0.171276595745,0.171332586786,0.203290246769,0.150240384615,0.144811858609,0.176184690158,0.14657980456,0.165178571429,0.167585446527,0.127229488704,0.174353205849,0.145681581686,0.164383561644,0.223981900452,0.141163793103,0.195198329854,0.174112256586,0.16590389016,0.13048245614,0.156146179402,0.114735658043,0.151616499443,0.150943396226,0.185034013605,0.138826185102,0.174857142857,0.188781014024,0.186020293123,0.17396593674,0.159453302961,0.198547215496,0.187279151943,0.16136631331,0.149944873208,0.158659217877
EC,pm_cutoff_10,145.716666667,19.3167385676,167,162,161,160,154,146,138,145,138,112,168,165,134,188,113,128,111,139,159,151,142,131,129,147,154,161,153,173,125,127,145,135,148,152,107,155,140,144,198,131,187,152,145,119,141,102,136,152,136,123,153,175,165,143,140,164,159,137,136,142
TCV,pm_cutoff_10,210.566666667,23.1115892045,215,239,242,210,221,212,202,215,200,170,238,213,203,253,175,198,165,199,217,215,207,195,194,215,227,223,226,244,192,195,219,201,205,222,170,228,202,207,286,190,238,209,213,177,196,158,190,206,213,182,228,240,247,196,207,236,240,202,200,206
LONELINESS,pm_cutoff_10,0.687655324888,0.014518899351,0.673511912048,0.666883936926,0.66598041802,0.711043238173,0.690430841319,0.686043796993,0.683203298097,0.710518849739,0.689197479622,0.691610814176,0.693116036119,0.682698928948,0.693682233704,0.708979760166,0.682776472444,0.70357684843,0.70156053977,0.679236902664,0.692546383836,0.699085620575,0.703242885224,0.695014936037,0.691545851523,0.667127158796,0.71709237502,0.703349453951,0.679337148219,0.667845249759,0.691380041577,0.697473712536,0.66627771404,0.713044096822,0.685732691108,0.695380438142,0.675196559762,0.696826947187,0.698688905419,0.678202902653,0.667115186789,0.705241673288,0.684687790687,0.68133706427,0.682066543185,0.691462860922,0.690670531604,0.68672886288,0.699913403401,0.715003595109,0.64620375755,0.681328000825,0.691224241246,0.683749615609,0.685670232466,0.664870561075,0.69399314575,0.679188282614,0.66135243875,0.674001467112,0.688349912863,0.67671694571
QDS,pm_cutoff_10,0.530106379575,0.0244643845004,0.5246549740010309,0.4901947567044366,0.5719008456406897,0.5113585743089071,0.5245904625082822,0.5440548145031365,0.5184706400503528,0.5710899324786892,0.5249971926846182,0.5355372088644559,0.575084481267273,0.5347086427193419,0.5259747877265925,0.5176939061831962,0.5313856735634354,0.5213774783384023,0.5294243034800318,0.5448395514907236,0.5599329831303316,0.5210737721122335,0.5112206429608245,0.48056874481454853,0.5090693323134179,0.5317258585129763,0.496905917225172,0.5283522881030386,0.5539010439469083,0.5352167366337834,0.5688714713579753,0.5322321493394773,0.5280259089407561,0.5152282007451486,0.5059978427307502,0.5203194820840619,0.5464896891657328,0.5245239010025076,0.5456857897860854,0.5063712058249445,0.5129751597019457,0.49515996374320614,0.5115173649964535,0.5800552451041769,0.5226487587869226,0.510120630008457,0.4874972566826541,0.483044746374702,0.5221490528486851,0.4840723856576304,0.5219906090988375,0.5443778615073339,0.5647886033877481,0.5399229079615387,0.57462195794153,0.556221451033787,0.5638930211964395,0.5460196126306719,0.5505431621112096,0.5495889541436297,0.5146499439244845,0.5514729384077377
CONDUCTANCE,pm_cutoff_10,0.0306748515227,0.00694286383916,0.030352990695112905,0.03547070431867329,0.020398807778171758,0.04119697063419505,0.034558916134877604,0.03609955225335873,0.023502094700899586,0.03806879250883163,0.02910821420261104,0.02665724958722326,0.018401252161339584,0.025460319734896555,0.041207586615956936,0.03791229632506842,0.029580177767967786,0.03701089808791099,0.03445364684484553,0.028940904952390118,0.027465358360799937,0.023320660511375175,0.029514994415406302,0.04950259494202768,0.041677457687335225,0.031066279735987294,0.02917736879108541,0.03376568747076462,0.025467198160216135,0.02552226736234844,0.02635691183053536,0.03469350346359325,0.031484833966622244,0.03557187139237861,0.034808977404991025,0.02955811420771299,0.03434729101394587,0.03114820579481978,0.024421575602173853,0.026515464210307416,0.02082124465427863,0.04192052434841829,0.03474433828002888,0.026408786135122445,0.029701401785801797,0.03807567104129508,0.033939272867255864,0.03572678519078717,0.04254669986233388,0.03179370726104041,0.017057757832557426,0.019584196800432854,0.022209007985960042,0.03788087438558954,0.0300292550970211,0.01806959686530836,0.03282509591369198,0.025857515277484387,0.025786064418294823,0.020935612112329,0.03742376221097455,0.023385929405816918
MAXPERM,pm_cutoff_10,0.293291022719,0.0354119022371,0.2541406112149533,0.16196599252336447,0.2692029149338374,0.2900266890909091,0.32212872761194034,0.30645556954887215,0.24321399438202246,0.37912733644859814,0.29733665844402274,0.2953396572504708,0.3316874234404537,0.2780149119850187,0.30403975,0.36045837522768664,0.2953664611005693,0.3141097712665406,0.29545028083491465,0.28310233269961976,0.3129414220183487,0.35452637148217636,0.3276867126865672,0.2781575,0.32385721804511275,0.2416537476459511,0.3237929082568808,0.30796031559633025,0.29536686226415093,0.2633534887218045,0.32192329867674857,0.30091667476635514,0.26393915413533836,0.3080328733459357,0.25443227631578946,0.3157228536121673,0.28448281050656665,0.3234333119092628,0.3423703357798165,0.2654448747628083,0.2597121444444444,0.3288645617977528,0.24640409906542055,0.29913326404494384,0.2668543320825516,0.2808069679849341,0.2944018644067796,0.2698625255198488,0.32343025000000003,0.3062453062730627,0.21212348393194708,0.2894797922077922,0.3159549296296297,0.2997555,0.32847003881700554,0.27499178178368117,0.3171364193548387,0.29182362192816635,0.2643933875236295,0.2958207821969697,0.25534675,0.285287091588785
RBSE,pm_cutoff_10,0.0523556493591,0.00938038161501,0.059813084112149535,0.07663551401869159,0.043478260869565216,0.04363636363636364,0.055970149253731345,0.046992481203007516,0.06179775280898876,0.04299065420560748,0.051233396584440226,0.03389830508474576,0.05860113421550094,0.0599250936329588,0.06015037593984962,0.056466302367941715,0.05313092979127135,0.04725897920604915,0.05313092979127135,0.057034220532319393,0.06422018348623854,0.054409005628517824,0.048507462686567165,0.048507462686567165,0.05075187969924812,0.054613935969868174,0.045871559633027525,0.05504587155963303,0.05849056603773585,0.05639097744360902,0.04158790170132325,0.05046728971962617,0.05263157894736842,0.05103969754253308,0.03759398496240601,0.06463878326996197,0.03564727954971857,0.05103969754253308,0.04954128440366973,0.05502846299810247,0.07222222222222222,0.04681647940074907,0.056074766355140186,0.054307116104868915,0.05065666041275797,0.05084745762711865,0.03766478342749529,0.04158790170132325,0.03195488721804511,0.03505535055350553,0.05671077504725898,0.03339517625231911,0.053703703703703705,0.05970149253731343,0.053604436229205174,0.06072106261859583,0.056925996204933584,0.06049149338374291,0.07372400756143667,0.056818181818181816,0.05037313432835821,0.059813084112149535
NMI,pm_cutoff_10,0.144946420423,0.036096418266,0.107751978297,0.222071678512,0.139338814214,0.137959637369,0.12029711404,0.0597752750382,0.128314686513,0.193604846814,0.147716000909,0.21389602427,0.104859254424,0.128007908532,0.175971940304,0.0825546182308,0.163433541599,0.114115816084,0.175696573282,0.157429797262,0.145277436945,0.189448294625,0.126730121644,0.161976643716,0.145361484854,0.0860022004005,0.145482406174,0.130148305805,0.196995879332,0.116832562913,0.127509670908,0.216905089869,0.0824813642799,0.193460025731,0.203461845972,0.148287075061,0.117085686272,0.12428986643,0.140674267013,0.137271541907,0.137384689299,0.138669803628,0.183599299338,0.137999021756,0.143287900758,0.151494542587,0.156244826761,0.192636642256,0.163389158094,0.20126158802,0.165129584629,0.115573898521,0.169410606031,0.123891955416,0.07256100677,0.103021780991,0.169299837179,0.0992998207285,0.128095606128,0.155255031101,0.133679535341,0.147121814509
FSCORE,pm_cutoff_10,0.517459488828,0.0408024601653,0.494995315711,0.593208499161,0.518651467767,0.509391655913,0.486344436862,0.409485209155,0.50536227531,0.56925179615,0.526433639198,0.595439152261,0.496626133478,0.511269537072,0.546197538098,0.439987032614,0.534467568766,0.496658883549,0.546110403683,0.532854377375,0.517187735091,0.561572828987,0.489739716352,0.551340607406,0.516292888055,0.451903182753,0.544084103585,0.505189438577,0.548511861863,0.482452091476,0.485421663663,0.596629571008,0.442592822461,0.569312576881,0.576222154672,0.516527459785,0.490538194787,0.50631954958,0.508998820884,0.520582643835,0.510853088964,0.514067409226,0.572767319776,0.490145536652,0.513247397311,0.538627103812,0.551732153602,0.562561424655,0.549458945306,0.583776358785,0.530245757971,0.493297691448,0.506479061971,0.493093877368,0.417353175066,0.45596431188,0.547323768392,0.470562672145,0.501378076982,0.525497525716,0.509578722661,0.515403116194
FSCORE_IMPROVE,pm_cutoff_10,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.15000000000000002
Mode 0.15000000000000002 Iteration 0
Mode 0.15000000000000002 Iteration 20
Mode 0.15000000000000002 Iteration 40
Average Elapsed Time = 19.9504169265
CUT_RATIO,pm_cutoff_15,0.149895996285,0.0180885792039,0.145687645688,0.182638105975,0.176258992806,0.158415841584,0.165562913907,0.16955017301,0.163481953291,0.15871254162,0.144675925926,0.142857142857,0.169570267131,0.137970353478,0.132712456345,0.136131013306,0.129353233831,0.149825783972,0.140142517815,0.164251207729,0.147401908802,0.140155728587,0.136263736264,0.128827877508,0.168674698795,0.169286577993,0.149613899614,0.132978723404,0.129899216125,0.179788484136,0.144230769231,0.139110604333,0.174969623329,0.14766558089,0.116071428571,0.137816979052,0.121284185493,0.142857142857,0.138397502601,0.155251141553,0.197963800905,0.143318965517,0.13987473904,0.122565864834,0.161327231121,0.134868421053,0.137320044297,0.147356580427,0.136008918618,0.172790466733,0.159183673469,0.128668171558,0.166857142857,0.169363538296,0.178128523112,0.136253041363,0.170842824601,0.154963680387,0.173144876325,0.123674911661,0.125689084895,0.145251396648
EC,pm_cutoff_15,132.8,16.9899970571,125,162,147,160,150,147,154,143,125,123,146,121,114,133,104,129,118,136,139,126,124,122,140,140,155,125,116,153,120,122,144,136,104,125,102,127,133,136,175,133,134,107,141,123,124,131,122,174,117,114,146,157,158,112,150,128,147,105,114,130
TCV,pm_cutoff_15,195.05,20.5186297463,178,233,220,222,205,205,218,211,182,186,216,169,183,202,163,197,179,192,203,184,188,187,213,208,220,188,176,222,193,188,207,196,157,183,166,194,188,193,248,190,199,166,209,174,182,191,184,228,182,172,231,220,221,160,211,188,221,165,171,175
LONELINESS,pm_cutoff_15,0.689674135759,0.0136822247502,0.683234678949,0.669516099266,0.670373099006,0.703371464672,0.699709113728,0.684211464656,0.680210935167,0.709271628284,0.689752484011,0.687181802987,0.691866418021,0.69481698078,0.695208754826,0.705642840786,0.686893539465,0.698534213821,0.70503378988,0.683055255789,0.696844923216,0.705822329192,0.702182738207,0.688528129738,0.686797771096,0.66751567246,0.717748469935,0.706909357301,0.696470193121,0.669916299404,0.686232559487,0.695895826676,0.662280829282,0.709379768888,0.689648322293,0.714284711572,0.671129693047,0.700828249685,0.703252823633,0.680872063007,0.674707132629,0.713739337192,0.690148049246,0.683479927772,0.682170321675,0.690917299111,0.688410767709,0.680703292802,0.700519765916,0.71009148933,0.655453683495,0.677209388702,0.694474539156,0.687153745676,0.686974308758,0.670104559935,0.689643512205,0.686488320197,0.666338713439,0.685310863223,0.694045109414,0.681938722655
QDS,pm_cutoff_15,0.518059229464,0.0277036113386,0.5029326663128131,0.48366885696950374,0.5506765928693765,0.4916271897367277,0.5482062021269642,0.5109370787999011,0.5117622657727117,0.5646525543246729,0.5329909467812601,0.5398145064501254,0.5403586973516206,0.515925204368401,0.5147866115738747,0.46733522925039334,0.513930198652386,0.5005360431628828,0.5449270715719554,0.5393285364968458,0.5814732108141076,0.5127158714414438,0.5192409358427588,0.45195226663040977,0.5455475061218225,0.5473550242272872,0.47859937779402895,0.49911134870813745,0.5161301498617813,0.503356125625576,0.5639700393053717,0.5054134931587739,0.4905577300585291,0.50265139171367,0.47280459888189524,0.5087390888810264,0.5323501723584982,0.5009847969201516,0.5664957397279049,0.50449142205894,0.4986891013528604,0.5145080940059054,0.46595379834182143,0.5425027631841336,0.5266875740132898,0.5010080442182022,0.4851623868504042,0.5254455073175333,0.48039465813089716,0.5101159364603624,0.5186436351827897,0.5493800178338498,0.5647585935438102,0.5163228166606669,0.5391820116035989,0.52970211062605,0.5447855256743677,0.5032347830115705,0.5492534795134292,0.5383208178266696,0.48521673237063134,0.5159486374293876
CONDUCTANCE,pm_cutoff_15,0.0336957675699,0.00600663757802,0.037514241554401924,0.02862156769726345,0.03436421298311629,0.04250158681984998,0.03865253801218119,0.03475189119826729,0.02886851458884697,0.04636795531270553,0.05154043814360096,0.0216729914066276,0.03535158765957011,0.04260096629665944,0.037260153842115756,0.04058212395982881,0.02479640264125566,0.033779707077932264,0.03343119485474331,0.03729810475506123,0.031612042062279314,0.035519390022044225,0.034490498785784245,0.0447061961468673,0.03444766834971392,0.033400347773476204,0.04036967392639497,0.034994816708626746,0.029182286666433643,0.029089012352955336,0.029764483831573846,0.03199245155615508,0.03944921897061164,0.03472775300881208,0.03985016368600631,0.029510999744595697,0.03268886063688929,0.03837066360921205,0.028914097526975727,0.02782957720852809,0.03483774805592572,0.029122413806446545,0.03823669404216345,0.02280659601660019,0.03293339636553501,0.03571897205649781,0.03794499242464034,0.029891356662269462,0.0363403791557823,0.03180017385696967,0.02161354092386223,0.028253668155943254,0.01999847214194528,0.03907056908437319,0.03271326962526254,0.026847792667562088,0.03214778127215883,0.030327839819901666,0.03907768512893294,0.03243288652002241,0.030552470231295144,0.028210974800351465
MAXPERM,pm_cutoff_15,0.284534540568,0.0370904370673,0.2750947794392523,0.1945672373831776,0.26488949527410205,0.27614556363636367,0.3406239309701492,0.2780413609022556,0.22608215168539322,0.36442960186915885,0.262274110056926,0.3086654651600753,0.30727262003780714,0.27303737078651685,0.2996290187969925,0.2779793952641166,0.2953444421252372,0.31636994896030246,0.31584215180265657,0.2617538536121673,0.32833645871559636,0.34761695497185746,0.2956284552238806,0.2611117929104478,0.33103926691729324,0.2514312561205273,0.3047613541284404,0.297604880733945,0.29581052641509437,0.2169106917293233,0.3207709829867675,0.28670901121495324,0.23376387218045114,0.27735872022684305,0.24216329135338346,0.3143976634980989,0.2825509193245779,0.3210562211720227,0.34531542568807344,0.2638780322580645,0.2500575481481481,0.3649782509363296,0.23962435327102802,0.2964675131086142,0.2580186003752345,0.27195554048964216,0.2556412730696799,0.2753205860113421,0.2857929661654135,0.32007649077490774,0.21160900945179587,0.27174246196660484,0.3247023685185186,0.2637395541044776,0.32223160258780037,0.24019713851992408,0.31925331309297916,0.27025079395085067,0.26323302835538753,0.30310291856060606,0.22918481529850748,0.27863403177570095
RBSE,pm_cutoff_15,0.0497341992557,0.00937022606021,0.03925233644859813,0.07476635514018691,0.045368620037807186,0.045454545454545456,0.054104477611940295,0.05639097744360902,0.0749063670411985,0.044859813084112146,0.04554079696394687,0.04143126177024482,0.062381852551984876,0.04307116104868914,0.05451127819548872,0.04918032786885246,0.04174573055028463,0.04914933837429111,0.03225806451612903,0.057034220532319393,0.045871559633027525,0.04690431519699812,0.055970149253731345,0.054104477611940295,0.04887218045112782,0.060263653483992465,0.047706422018348627,0.04220183486238532,0.04339622641509434,0.05639097744360902,0.052930056710775046,0.05046728971962617,0.07330827067669173,0.052930056710775046,0.03571428571428571,0.051330798479087454,0.043151969981238276,0.05103969754253308,0.04036697247706422,0.05502846299810247,0.06296296296296296,0.033707865168539325,0.04299065420560748,0.04681647940074907,0.06191369606003752,0.047080979284369114,0.03954802259887006,0.043478260869565216,0.03571428571428571,0.04428044280442804,0.045368620037807186,0.04267161410018553,0.053703703703703705,0.048507462686567165,0.04990757855822551,0.056925996204933584,0.058823529411764705,0.045368620037807186,0.0661625708884688,0.03977272727272727,0.041044776119402986,0.05794392523364486
NMI,pm_cutoff_15,0.239974162469,0.0408862003513,0.238733196924,0.259914273927,0.207109581614,0.283477281217,0.217048934765,0.173050179099,0.238825217217,0.200761867509,0.270318581973,0.254049372494,0.227918253848,0.312341631253,0.268670391843,0.301142567253,0.27102437523,0.228027177329,0.187393745203,0.272090524269,0.270907686663,0.22655050784,0.29670841078,0.262065750652,0.154667598238,0.209479578818,0.315223200097,0.277751905447,0.239719875709,0.235855680751,0.257620335456,0.234032679932,0.18730712566,0.285625428634,0.298304924244,0.22199642704,0.178715672302,0.272346061645,0.269738892267,0.311169496173,0.16399161232,0.258252919588,0.24347449644,0.231131258029,0.248784068372,0.265085691375,0.238110990182,0.227087633122,0.284607690991,0.211263682895,0.179100530124,0.244266549626,0.169867872363,0.21751070892,0.147508315094,0.237968210761,0.19788317677,0.186181205139,0.254332853035,0.2815400927,0.258691831896,0.234123967072
FSCORE,pm_cutoff_15,0.612484459253,0.0365671814765,0.605011142484,0.641086071169,0.586757285729,0.654435340454,0.601145118699,0.55677601022,0.608748105766,0.582317568251,0.609621910946,0.636591601012,0.599625144886,0.682877793823,0.645897635965,0.663183097033,0.636843178738,0.601774455096,0.563310084825,0.647448519365,0.634687876424,0.611031469249,0.648894745616,0.637155186862,0.538858320403,0.586100063223,0.677044654302,0.634380165606,0.608768788723,0.621450045569,0.615327391726,0.618010575591,0.56955204866,0.654213666098,0.654954160338,0.59987081127,0.545399051286,0.639824585138,0.644220951316,0.683389661734,0.549386417569,0.634642800137,0.587410422045,0.600514924749,0.632933460826,0.646523419468,0.60559367499,0.607415895738,0.648497305549,0.593409776921,0.555451122035,0.608578013461,0.558344620053,0.609700783915,0.518816679247,0.597015859942,0.563655543816,0.576090162167,0.631103373116,0.642778550811,0.623678116883,0.61094234813
FSCORE_IMPROVE,pm_cutoff_15,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.2
Mode 0.2 Iteration 0
Mode 0.2 Iteration 20
Mode 0.2 Iteration 40
Average Elapsed Time = 20.4964004914
CUT_RATIO,pm_cutoff_20,0.138241078823,0.0186406280521,0.142191142191,0.167981961669,0.167865707434,0.151485148515,0.136865342163,0.16955017301,0.145435244161,0.150943396226,0.103009259259,0.110336817654,0.185830429733,0.139110604333,0.123399301513,0.123848515865,0.115671641791,0.1475029036,0.116389548694,0.153381642512,0.121951219512,0.135706340378,0.12967032967,0.142555438226,0.128915662651,0.135429262394,0.13416988417,0.145744680851,0.13437849944,0.159811985899,0.149038461538,0.128848346636,0.153098420413,0.131378935939,0.126116071429,0.131201764057,0.117717003567,0.147356580427,0.115504682622,0.150684931507,0.183257918552,0.149784482759,0.127348643006,0.114547537228,0.154462242563,0.112938596491,0.126245847176,0.122609673791,0.117056856187,0.164846077458,0.119727891156,0.107223476298,0.152,0.140237324703,0.1702367531,0.125304136253,0.150341685649,0.151331719128,0.14605418139,0.120141342756,0.126791620728,0.141899441341
EC,pm_cutoff_20,122.6,18.048268615,122,149,140,153,124,147,137,136,89,95,160,122,106,121,93,127,98,127,115,122,118,135,107,112,139,137,120,136,124,113,126,121,113,119,99,131,111,132,162,139,122,100,135,103,114,109,105,166,88,95,133,130,151,103,132,125,124,102,115,127
TCV,pm_cutoff_20,182.166666667,21.6118537433,185,209,209,214,172,199,204,188,142,142,215,187,159,187,147,189,163,179,180,182,179,199,164,179,199,200,188,198,188,171,180,175,174,178,159,194,163,185,241,202,182,156,200,153,168,160,160,228,150,145,208,202,213,152,195,179,197,161,175,178
LONELINESS,pm_cutoff_20,0.694094148721,0.0125109222188,0.680062045885,0.678935584005,0.675932643995,0.709120454976,0.701061624974,0.689170900642,0.691224359017,0.715455711617,0.70390734799,0.693287398771,0.693105880044,0.696733001536,0.707526965081,0.716635570232,0.693033202191,0.700516253271,0.702287651532,0.681349303518,0.699296760355,0.70238455676,0.70814072422,0.689138468677,0.696884109884,0.673346068351,0.723714134705,0.702462761448,0.691250159419,0.682511812103,0.691245219835,0.704202994202,0.677181042222,0.715502162653,0.686216205412,0.715096458172,0.675875144393,0.705047434204,0.708655764132,0.68601765079,0.684415698687,0.705396530591,0.691268112415,0.69556530598,0.69141666,0.69497425039,0.687379490482,0.690498561479,0.702904712467,0.71164142005,0.660131355573,0.683695012899,0.697679492506,0.689748765891,0.691366479183,0.674772876706,0.690899010819,0.690437061671,0.674376652031,0.689473923327,0.698151733633,0.685940285268
QDS,pm_cutoff_20,0.509891543853,0.0271846181244,0.4870366770254919,0.4882846966602387,0.5585942129291692,0.48925476599385154,0.511290158164377,0.5089571258628105,0.5022020763309946,0.5551968955798563,0.4785162857740596,0.521118357486943,0.5475562674174144,0.5257721743991888,0.5024537111718237,0.48783944245786093,0.5310618427072089,0.5091758561637537,0.5432419781372617,0.5203230544813545,0.5404139434529563,0.49222820825295277,0.49732587610460643,0.46058394524901103,0.5128568150768441,0.5159450909726269,0.4635402165382226,0.5064769436703567,0.5243933610232789,0.49972351771055706,0.586698898499128,0.5101438866689137,0.4919996518463192,0.4870953689299979,0.4637070201539074,0.5211949104864101,0.5119422292907836,0.5011934842250517,0.5251131708370731,0.5068391446396859,0.4822575969492433,0.5060410784860506,0.47070842807061475,0.5536459616645163,0.5338868941507867,0.4700655655790566,0.45579334665817384,0.49709948725711683,0.4687665261418526,0.5077057227126172,0.4882634187318535,0.5342549965098028,0.5430483920963436,0.49172661949576385,0.5465934870614261,0.5145983481201115,0.5047232235433485,0.5075839300254567,0.5305052918581585,0.550629062053022,0.5138169951353605,0.534486996529268
CONDUCTANCE,pm_cutoff_20,0.0353569574961,0.00642971000443,0.02853862056009009,0.03936212341228353,0.029769044125283493,0.03262731567611653,0.03998293986359715,0.037733114032672314,0.030478826107270478,0.03475063440953795,0.04429448050885409,0.03920764046916191,0.03038179861667048,0.03818911438862861,0.036282006201153225,0.05037564285383572,0.03101386169999002,0.04378028559564896,0.03665444568408238,0.043523546361148926,0.02736126595477337,0.035756056401039855,0.03423322406949032,0.038071067632912195,0.046094694400889154,0.03675580999070636,0.036455999602806814,0.04651698640588427,0.024173509630561217,0.023636703312184728,0.028131526921414695,0.03384750044346219,0.050259754862080126,0.03216632013287426,0.03570194660206913,0.03274364916011494,0.024707795866285236,0.03511604682213017,0.029304760150092826,0.03551227217682194,0.028568849351058738,0.04020096444387578,0.043413019511213166,0.02665862333881224,0.030314233341517213,0.043352776479768956,0.03560079501413895,0.03460476518553296,0.038755239772579095,0.03097625484905615,0.02546956597909484,0.0333036462836366,0.029592389806898153,0.04632006323511105,0.039165732616883414,0.02930523763897017,0.031166022287161192,0.033328168063920235,0.03960196435976551,0.028768197438053974,0.04392902268981773,0.03552958697639159
MAXPERM,pm_cutoff_20,0.289363625343,0.0361555234047,0.2559897065420561,0.17044651028037383,0.2528611058601134,0.3076767345454546,0.3164492798507463,0.31513106015037595,0.23975670786516853,0.3728550691588785,0.2851417324478179,0.27236258568738225,0.31743455765595463,0.31502756367041196,0.31434083082706765,0.31120516029143896,0.3100298747628083,0.3093003459357278,0.2817665237191651,0.262698505703422,0.3152763889908257,0.3533711275797373,0.32100295522388056,0.2637305522388059,0.32875464285714284,0.2618518229755179,0.3020446348623853,0.28622893577981656,0.29595346603773587,0.267639,0.32653501512287336,0.2947875046728972,0.2563754248120301,0.28912937996219285,0.25574916353383453,0.3152517300380228,0.27608635834896805,0.3362888601134215,0.34530649357798165,0.27291790322580645,0.26566252777777777,0.32732609925093625,0.2178534074766355,0.31247694382022473,0.2800705891181989,0.2644015762711865,0.2391684199623352,0.2960758638941398,0.2940743909774436,0.3205930996309963,0.2014572873345936,0.2548339369202226,0.3167766537037037,0.2727115578358209,0.3068887449168207,0.2561230398481973,0.3045319184060721,0.29919807561436673,0.27858981663516064,0.33239994507575765,0.2553750205223881,0.29047339065420563
RBSE,pm_cutoff_20,0.0436187036704,0.00763810591281,0.041121495327102804,0.05794392523364486,0.04158790170132325,0.04727272727272727,0.048507462686567165,0.045112781954887216,0.052434456928838954,0.029906542056074768,0.03225806451612903,0.03766478342749529,0.06427221172022685,0.03745318352059925,0.041353383458646614,0.0273224043715847,0.03795066413662239,0.05860113421550094,0.04364326375711575,0.058935361216730035,0.047706422018348627,0.04690431519699812,0.04291044776119403,0.05223880597014925,0.043233082706766915,0.03954802259887006,0.03486238532110092,0.05137614678899083,0.04339622641509434,0.03759398496240601,0.04725897920604915,0.041121495327102804,0.05263157894736842,0.043478260869565216,0.03195488721804511,0.04752851711026616,0.0450281425891182,0.03969754253308128,0.03669724770642202,0.051233396584440226,0.04814814814814815,0.04681647940074907,0.044859813084112146,0.031835205992509365,0.043151969981238276,0.05084745762711865,0.04331450094161959,0.035916824196597356,0.03383458646616541,0.04059040590405904,0.04158790170132325,0.03153988868274583,0.037037037037037035,0.05037313432835821,0.04805914972273567,0.04743833017077799,0.05313092979127135,0.04158790170132325,0.04914933837429111,0.03598484848484849,0.03544776119402985,0.04672897196261682
NMI,pm_cutoff_20,0.322191619144,0.0372020189001,0.320032002304,0.322235922289,0.316868124626,0.319981689631,0.31656546643,0.339529917859,0.328674864882,0.249444843087,0.380772546112,0.343415231874,0.280208898411,0.322892718174,0.32434490382,0.309103589631,0.336291848789,0.320860832045,0.339062196056,0.329183518108,0.390816336896,0.280360267741,0.353846910693,0.313790085289,0.331101484868,0.246212945868,0.376770555132,0.333921722581,0.259416894253,0.279122815719,0.319209951285,0.322346757546,0.346068248785,0.382487390994,0.336231434972,0.343029973938,0.254722090935,0.372221943196,0.351751303205,0.324261405604,0.230672306103,0.292880044355,0.324154336191,0.30395576504,0.260010203739,0.363553216006,0.317691320004,0.326557178241,0.399715459441,0.329457952828,0.340441389397,0.295498481046,0.344622756584,0.362588852997,0.312645203891,0.362410294051,0.349744445984,0.288799878768,0.268570131319,0.29759420987,0.274435694124,0.368338395028
FSCORE,pm_cutoff_20,0.677325396926,0.0253369909768,0.657836360949,0.685617918894,0.677459455392,0.673385551308,0.680334411885,0.689264451813,0.673149693324,0.620707069429,0.708269097906,0.693645127758,0.644523120821,0.681369522637,0.671289445304,0.658414087981,0.691802469407,0.68206512958,0.675490210617,0.676109163951,0.727391783848,0.642224420213,0.702602819883,0.683371909703,0.692784825146,0.632596594984,0.706457913005,0.683317288467,0.632399860319,0.658813034003,0.659490116978,0.676124922528,0.686451565569,0.719735107983,0.695029573672,0.685787308826,0.633268689922,0.719966819537,0.703925985349,0.67634659426,0.623764294349,0.658649787477,0.685103327753,0.670959194446,0.644681449018,0.709316945727,0.682731060319,0.674943460799,0.706759080778,0.675303682653,0.692923079698,0.659104462648,0.699683136654,0.712021308395,0.658723737801,0.712632597816,0.694039298153,0.656822063406,0.649393281352,0.658035171384,0.640534789942,0.71457918187
FSCORE_IMPROVE,pm_cutoff_20,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.25
Mode 0.25 Iteration 0
Mode 0.25 Iteration 20
Mode 0.25 Iteration 40
Average Elapsed Time = 18.9435104728
CUT_RATIO,pm_cutoff_25,0.12747033175,0.0183292641247,0.142191142191,0.172491544532,0.164268585132,0.149504950495,0.149006622517,0.152249134948,0.145435244161,0.133185349612,0.112268518519,0.121951219512,0.123112659698,0.12086659065,0.114086146682,0.111566018424,0.114427860697,0.142857142857,0.114014251781,0.157004830918,0.0965005302227,0.115684093437,0.115384615385,0.112988384372,0.10843373494,0.155985489722,0.1361003861,0.11914893617,0.118701007839,0.123384253819,0.140625,0.131128848347,0.13730255164,0.119435396308,0.113839285714,0.112458654906,0.0868014268728,0.129358830146,0.105098855359,0.110730593607,0.160633484163,0.130387931034,0.115866388309,0.1156930126,0.115560640732,0.100877192982,0.124031007752,0.120359955006,0.122630992196,0.145978152929,0.125170068027,0.097065462754,0.121142857143,0.111111111111,0.149943630214,0.142335766423,0.154897494305,0.142857142857,0.153121319199,0.124852767962,0.125689084895,0.11843575419
EC,pm_cutoff_25,112.916666667,16.8763065338,122,153,137,151,135,132,137,120,97,105,106,106,98,109,92,123,96,130,91,104,105,107,90,129,141,112,106,105,117,115,113,110,102,102,73,115,101,97,142,121,111,101,101,92,112,107,110,147,92,86,106,103,133,117,136,118,130,106,114,106
TCV,pm_cutoff_25,168.3,21.2957742287,160,230,211,210,191,181,204,175,154,158,166,156,153,171,142,180,145,183,140,156,160,158,144,187,192,168,162,167,181,164,173,153,146,154,124,174,159,147,221,170,164,160,165,138,164,153,157,198,147,136,173,157,192,168,192,172,202,163,170,157
LONELINESS,pm_cutoff_25,0.696761561775,0.013707033614,0.68763179577,0.681117068021,0.673478955543,0.705414678637,0.701430453538,0.69544003146,0.688861999102,0.714773701808,0.700360600966,0.695752880757,0.702911365117,0.6984408855,0.71032028066,0.713653577952,0.69333286768,0.702541520678,0.70788418052,0.685704405877,0.71066190396,0.712380090493,0.711959426067,0.700597127965,0.696995865842,0.67320405993,0.722830963441,0.709574039076,0.697020530914,0.682937559595,0.691724585211,0.704301071879,0.675801914097,0.72111220556,0.692784614012,0.724355512958,0.683454176689,0.708410380567,0.710204040056,0.690754488627,0.684234502869,0.716968951888,0.698028942536,0.688135780867,0.690623890167,0.699437802483,0.686566507067,0.687724966306,0.705071776629,0.720441274622,0.66064474634,0.683732395195,0.701944476128,0.702594768594,0.691423040367,0.671679933595,0.697479428801,0.691607479471,0.67616186455,0.685457436821,0.700016503618,0.685601431083
QDS,pm_cutoff_25,0.500443906974,0.0263169923146,0.49118818071235953,0.4911418502984484,0.5367921215452109,0.4756729265381464,0.5197859570209628,0.5039804448240754,0.49601894450873957,0.5254266230484752,0.5082351955222121,0.5308463193393831,0.4960866826978994,0.520621186359899,0.5113834604184399,0.45529188833506173,0.49422384154995797,0.48989314686113444,0.5362617850339028,0.540115525910528,0.5307349943239756,0.49037851606004307,0.49169622123092377,0.43916664930084476,0.49735597269865983,0.5246656062551323,0.45627677061493455,0.49717038475320824,0.5076455261236311,0.487304784435547,0.5625810576851692,0.49811035625405226,0.4940315439678116,0.4733804149931546,0.459204606567444,0.5176124540577748,0.48923034888073386,0.48511194028253335,0.5333842881242324,0.4806728365730576,0.46071621257885725,0.4950636809179218,0.4631308643222213,0.5350822251502111,0.48592210896151755,0.4784094464281317,0.45945609175657703,0.4973126376765844,0.4636002535350059,0.5025732296912354,0.4799281261480494,0.4980242423158322,0.5235219166815276,0.48227175829261254,0.5300776337971256,0.5231261785768057,0.5475973990240679,0.4985408054756971,0.5269598291041818,0.546477284041463,0.49472268014710435,0.4954384601233472
CONDUCTANCE,pm_cutoff_25,0.037483466886,0.00729750986077,0.0359508831944434,0.02517839081835377,0.024043149549938594,0.03881428813054109,0.036619701009324684,0.037366994607951544,0.02677124864972026,0.037619007326526635,0.044807951338783854,0.02831995967850169,0.03577292898823094,0.0412587943199504,0.03523144388395921,0.05038962560000535,0.03821069660648247,0.050030053250876325,0.034985823338455964,0.03578548868232203,0.04367036385916885,0.0377065727999195,0.043712575067996196,0.04292311304217638,0.04818001414848229,0.04718045309695691,0.042744283737484026,0.04654100591097089,0.03063960037839156,0.03486979808841793,0.02901768396400157,0.042351859267845786,0.0407140303003317,0.04048283185780294,0.04116426787339211,0.03725543121553825,0.028326030765713665,0.03890532874497778,0.032197115748312834,0.034578393621559754,0.03911422356605338,0.05123046369249617,0.045819911665345,0.020052317418928232,0.04455737408986426,0.042469281079973054,0.03861866485527993,0.036607681346383814,0.033802124817304734,0.03947384262013525,0.02378702530886631,0.0335712665951442,0.03748520852134022,0.052540395302073134,0.04363413267677954,0.02075163284572102,0.037610991162063824,0.03103379047243658,0.03128949068777142,0.03803842732694506,0.03227573435421768,0.034926850289151316
MAXPERM,pm_cutoff_25,0.285338408072,0.0355780481175,0.27607039999999994,0.1904844429906542,0.2563439149338374,0.2686992018181818,0.3302309944029851,0.30460445488721805,0.2537834213483146,0.3454797233644859,0.2803181992409868,0.30583281732580037,0.28355530812854446,0.26505701498127343,0.32127157142857143,0.30732295264116577,0.3052600721062618,0.26545003402646505,0.2812913111954459,0.29133938973384027,0.32681448807339447,0.3443334596622889,0.29960615858208955,0.2519039197761194,0.30895965037593986,0.2593587231638418,0.27968341651376144,0.30025791559633025,0.29685326415094343,0.2311368853383459,0.3186621436672968,0.2861640971962617,0.2507150789473684,0.2859719092627599,0.24878832142857144,0.3230891273764258,0.27461798686679173,0.31337574669187146,0.3632124165137615,0.2637442903225806,0.26378469259259263,0.3552582434456929,0.22422608037383177,0.29656388951310864,0.24552651594746716,0.27537982485875706,0.23489454990583805,0.2770640359168242,0.2810984304511278,0.3439006328413284,0.21126123440453687,0.2269172560296846,0.31586952777777777,0.27794749813432834,0.3065978170055453,0.25675580265654646,0.3357579886148007,0.28465048015122874,0.30467352173913037,0.29419775,0.28694097947761193,0.26139350841121495
RBSE,pm_cutoff_25,0.0420564413581,0.00694362340671,0.03925233644859813,0.05420560747663551,0.04725897920604915,0.04909090909090909,0.048507462686567165,0.039473684210526314,0.056179775280898875,0.03364485981308411,0.03795066413662239,0.03389830508474576,0.045368620037807186,0.033707865168539325,0.043233082706766915,0.03278688524590164,0.03984819734345351,0.04725897920604915,0.04174573055028463,0.051330798479087454,0.03669724770642202,0.043151969981238276,0.03731343283582089,0.041044776119402986,0.041353383458646614,0.04896421845574388,0.047706422018348627,0.03853211009174312,0.04339622641509434,0.03759398496240601,0.04158790170132325,0.03925233644859813,0.05827067669172932,0.043478260869565216,0.03383458646616541,0.03612167300380228,0.03377110694183865,0.03969754253308128,0.031192660550458717,0.04174573055028463,0.04814814814814815,0.035580524344569285,0.041121495327102804,0.0449438202247191,0.043151969981238276,0.04143126177024482,0.04519774011299435,0.03780718336483932,0.03195488721804511,0.033210332103321034,0.045368620037807186,0.03153988868274583,0.040740740740740744,0.03171641791044776,0.04805914972273567,0.051233396584440226,0.051233396584440226,0.03969754253308128,0.054820415879017016,0.045454545454545456,0.033582089552238806,0.05794392523364486
NMI,pm_cutoff_25,0.396122086169,0.0434708237372,0.39194656285,0.328711467187,0.333467762545,0.402466369124,0.324848213938,0.373799603864,0.371597547567,0.407449608971,0.464499362402,0.418848910825,0.413309348285,0.435962224819,0.45724484589,0.397209859376,0.375712928652,0.368181196054,0.376113552665,0.387245848388,0.431145670459,0.380730332128,0.417452428066,0.331008205398,0.440635645332,0.367774911317,0.425911731091,0.402558413578,0.447395339835,0.349300466958,0.399252499482,0.388935907105,0.388253912757,0.454755595557,0.415045497873,0.474228890544,0.399319647136,0.426059034332,0.392181560838,0.482757559758,0.321823073947,0.388499089699,0.346122996482,0.311926898864,0.393394188689,0.393343080048,0.392360885324,0.390245194297,0.432495563705,0.414850450822,0.40472779155,0.450189920245,0.380114109831,0.526084523255,0.414510173306,0.367372015261,0.322313561984,0.370857900428,0.323666199592,0.364084306274,0.439784010715,0.37524077289
FSCORE,pm_cutoff_25,0.728532086818,0.0270644285428,0.712882814082,0.691782967078,0.692796427328,0.723649302914,0.684958128828,0.711897957564,0.71340652913,0.733704297699,0.752980758877,0.751658272917,0.747473071509,0.741645437991,0.769085349397,0.734273628715,0.715575645723,0.716796833897,0.703186993896,0.705669117829,0.75866533156,0.727353020969,0.739096191875,0.688488923687,0.758458010976,0.717852328073,0.751418413071,0.72634089952,0.753685324373,0.710053330655,0.714594132957,0.725278484619,0.721774853155,0.772463279335,0.738984577017,0.771940217453,0.729865746193,0.754407464752,0.727929482091,0.789399650595,0.687449844555,0.718487632428,0.696362743537,0.677433655484,0.739766293008,0.738659863444,0.730859774582,0.697168723389,0.747323217947,0.730599551149,0.737124551133,0.768746618198,0.724883288337,0.814188077208,0.745390379539,0.710667621233,0.684790257754,0.719607139941,0.694176017871,0.712563922351,0.731351624696,0.722851213028
FSCORE_IMPROVE,pm_cutoff_25,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.30000000000000004
Mode 0.30000000000000004 Iteration 0
Mode 0.30000000000000004 Iteration 20
Mode 0.30000000000000004 Iteration 40
Average Elapsed Time = 18.739775149
CUT_RATIO,pm_cutoff_30,0.117340423482,0.0174243963418,0.10372960373,0.146561443067,0.152278177458,0.138613861386,0.151214128035,0.122260668973,0.126326963907,0.112097669256,0.105324074074,0.102206736353,0.126596980256,0.104903078677,0.111757857974,0.109518935517,0.111940298507,0.134727061556,0.0950118764846,0.105072463768,0.0954400848356,0.121245828699,0.114285714286,0.124604012672,0.122891566265,0.13784764208,0.111969111969,0.11914893617,0.108622620381,0.128084606345,0.111778846154,0.109464082098,0.156743620899,0.103148751357,0.0959821428571,0.113561190739,0.0939357907253,0.129358830146,0.0936524453694,0.114155251142,0.149321266968,0.115301724138,0.112734864301,0.0950744558992,0.137299771167,0.101973684211,0.11738648948,0.10911136108,0.104793756968,0.146971201589,0.126530612245,0.100451467269,0.096,0.130528586839,0.129650507328,0.0973236009732,0.154897494305,0.127118644068,0.110718492344,0.0871613663133,0.125689084895,0.0983240223464
EC,pm_cutoff_30,104.05,16.6987274964,89,130,127,140,137,106,119,101,91,88,109,92,96,107,90,116,80,87,90,109,104,118,102,114,116,112,97,109,93,96,129,95,86,103,79,115,90,100,132,107,108,83,120,93,106,97,94,148,93,89,84,121,115,80,136,105,94,74,114,88
TCV,pm_cutoff_30,156.883333333,21.1037845474,133,204,187,192,187,167,175,146,140,136,158,141,152,168,142,173,130,139,135,163,164,173,155,169,170,161,157,169,148,140,180,142,136,152,121,174,140,142,213,159,163,136,188,141,151,149,136,195,145,134,142,176,165,124,192,162,155,117,172,137
LONELINESS,pm_cutoff_30,0.700285512804,0.0130663342825,0.69415290813,0.681253246713,0.683948721517,0.712141565842,0.701664139651,0.694381068382,0.693638501687,0.726966652349,0.70559199372,0.700039176119,0.711164184374,0.700411077394,0.708696795248,0.721619652493,0.696781925099,0.69979778006,0.711110211569,0.69139611941,0.716728633941,0.704961790261,0.710687895404,0.695478621212,0.700496899638,0.679836162073,0.729738603861,0.713874205979,0.699779017229,0.689227432503,0.696941695234,0.710152899517,0.676744129683,0.725125232354,0.694116357817,0.721395093932,0.688929512803,0.711083811214,0.711588971312,0.693858358049,0.687538756422,0.715186885524,0.699955642887,0.694362066404,0.6880360673,0.698364645343,0.691301846583,0.686994167294,0.711961705755,0.718387081881,0.663835648587,0.684394405997,0.710364079495,0.698208966453,0.705512132986,0.680761037916,0.695899946647,0.692464476214,0.690773215867,0.698342254078,0.700396288349,0.698588406458
QDS,pm_cutoff_30,0.494933378774,0.0232529449861,0.46019858159308863,0.47650753020726916,0.5339668094955641,0.4923457767816254,0.5096164352179972,0.5127670626083347,0.47762583838271644,0.5252227044648282,0.5044401084947061,0.49117270703593974,0.5095604395172598,0.5167843584037121,0.5115051670393116,0.4692583290698856,0.5025538296627728,0.48271815826321074,0.5120093592335571,0.5151071625352617,0.5373866210861774,0.4750641971153811,0.4841534034975654,0.45192496579197844,0.4969527837212088,0.5265225811250209,0.4525585853974048,0.46184947111598257,0.516640199988557,0.4958773489128738,0.5432237843020885,0.5009431657832082,0.4949378064513672,0.4714713833717692,0.44940672827620537,0.5026972492775812,0.486415340690361,0.4922280065204262,0.5264480769675329,0.4670636722749933,0.47397578028105947,0.48854509939997837,0.47449341969717035,0.5242222419352808,0.4878599226194655,0.46935051329452665,0.4525587003110278,0.5000582699033383,0.46974274719621645,0.501825067949857,0.4819716322103161,0.5052213860638615,0.5164703324640424,0.4874699714597429,0.5193851064419613,0.49586781855962236,0.5209579252930827,0.47635158928871585,0.48559403718704214,0.5383916821043861,0.504166225151195,0.4843975279536475
CONDUCTANCE,pm_cutoff_30,0.0402713415607,0.00798217637929,0.04168968994011002,0.03153434280582313,0.02968454523200905,0.040129175512481616,0.03950306934287726,0.037068945340732906,0.025272310273902244,0.049569374232106625,0.05988527533158524,0.03283188262630576,0.034020194781877226,0.04548413777346903,0.03744612011018811,0.05429795185580309,0.027371533278964848,0.04802593486438736,0.0372407892271879,0.05492693232805042,0.04516374092534255,0.03481431026982667,0.03656471438382884,0.050775167915590474,0.04989901233308355,0.03950461383371277,0.046683152023571546,0.03996219884433703,0.03341479860047345,0.03790959012051725,0.03887053954128868,0.044061055777758894,0.04198958473781892,0.04264064142433746,0.03563426301499663,0.04474808296739586,0.024727133922507576,0.03733086342621553,0.04580913154283954,0.036543332012215414,0.029654057692152066,0.04456258227713802,0.049844603484757444,0.031113542254223945,0.029285276533914408,0.05092346455414949,0.04661276509723249,0.040725424619528335,0.04521054534138036,0.05296965189865132,0.023292107150006708,0.03899018904308219,0.04825466610780119,0.0515730627975254,0.0422942651377934,0.03633243239264946,0.03881287044810113,0.03499559075739635,0.040251889228378177,0.04248514819512266,0.03268954528619375,0.03237868086678047
MAXPERM,pm_cutoff_30,0.285239423995,0.0347046203949,0.23924836822429907,0.1849331906542056,0.25064744423440455,0.29785308,0.326162453358209,0.2958703383458647,0.23727029400749064,0.3598532579439252,0.30463956166982925,0.2833957966101695,0.312539359168242,0.29256766292134834,0.3175145,0.310151349726776,0.2977937058823529,0.268699640831758,0.2795392390891841,0.2612937946768061,0.3229483834862385,0.33429303752345224,0.29854873507462687,0.2425345578358209,0.32294280451127816,0.2717507080979284,0.3042478348623853,0.29403903302752293,0.30290681132075475,0.24930832894736846,0.2882364517958412,0.3012662654205608,0.260752287593985,0.2818526124763705,0.2513572556390977,0.3228573460076046,0.2801571763602252,0.3431283440453686,0.342585623853211,0.24863444402277038,0.2772874166666667,0.3158521011235955,0.24369390093457943,0.2870010093632959,0.2627384071294559,0.25581768549905837,0.23429781167608285,0.28027195652173914,0.29008494736842105,0.32476240221402214,0.20850808128544426,0.22884603339517628,0.30890577962962956,0.2595457201492537,0.32650896672828095,0.25009471916508536,0.31735477798861483,0.2643051379962193,0.3080356200378072,0.31202178787878787,0.2830587276119403,0.291051370093458
RBSE,pm_cutoff_30,0.0373719189984,0.00858904054002,0.026168224299065422,0.056074766355140186,0.035916824196597356,0.04727272727272727,0.048507462686567165,0.039473684210526314,0.054307116104868915,0.022429906542056073,0.030360531309297913,0.02824858757062147,0.03780718336483932,0.0299625468164794,0.039473684210526314,0.0273224043715847,0.026565464895635674,0.054820415879017016,0.036053130929791274,0.043726235741444866,0.029357798165137616,0.04690431519699812,0.041044776119402986,0.05037313432835821,0.043233082706766915,0.032015065913371,0.031192660550458717,0.03669724770642202,0.035849056603773584,0.03383458646616541,0.034026465028355386,0.037383177570093455,0.06203007518796992,0.035916824196597356,0.02631578947368421,0.04752851711026616,0.028142589118198873,0.035916824196597356,0.029357798165137616,0.04174573055028463,0.037037037037037035,0.03745318352059925,0.028037383177570093,0.04119850187265917,0.04690431519699812,0.04331450094161959,0.04519774011299435,0.03780718336483932,0.02819548872180451,0.03136531365313653,0.03780718336483932,0.03525046382189239,0.03148148148148148,0.041044776119402986,0.025878003696857672,0.04174573055028463,0.04933586337760911,0.035916824196597356,0.03213610586011342,0.02462121212121212,0.03171641791044776,0.03551401869158879
NMI,pm_cutoff_30,0.478746963723,0.0442206921356,0.482822438864,0.454319916281,0.416087500176,0.460129142777,0.451295177294,0.453705624178,0.494989141574,0.544290921467,0.517184679124,0.504194087356,0.517762949398,0.544625483802,0.488008312853,0.502606111139,0.428183122338,0.454648510554,0.540286984611,0.430812925556,0.480211883774,0.456961760415,0.454178936711,0.435207303961,0.477252357625,0.427022941101,0.514737640566,0.503491871279,0.478950611359,0.386898543791,0.515905247423,0.522443841027,0.403025490379,0.520716929566,0.514228462608,0.514461647082,0.437146201106,0.49677179076,0.503263770595,0.56503197009,0.449924611705,0.49544331736,0.415606170108,0.482813878055,0.420463787564,0.440732524474,0.454342995587,0.461251346824,0.492941124651,0.444530283554,0.442628483043,0.474860945675,0.571525972153,0.423404727822,0.476903712917,0.494279244876,0.38920460497,0.469474226289,0.482833608524,0.569077524873,0.531381775654,0.547330726146
FSCORE,pm_cutoff_30,0.778067937967,0.0258491563612,0.760092701506,0.769321798597,0.745115773396,0.75645653103,0.770570968598,0.753558775298,0.779470505017,0.80597046404,0.799775836069,0.793268448905,0.800765073926,0.802825402088,0.782546453772,0.792304564951,0.733898199643,0.754860963875,0.819256095079,0.741177477794,0.781063741874,0.760821211707,0.771560444936,0.754860149527,0.789572482733,0.754980453151,0.805635417822,0.788562836869,0.785055765778,0.73269283489,0.784986904287,0.804341863444,0.736896950764,0.800705158661,0.796703716756,0.791386118208,0.76047848251,0.799782858345,0.792181322402,0.834431102544,0.770344925161,0.781789738698,0.73560913188,0.786642057068,0.74745424297,0.763873813757,0.76703826771,0.749980806591,0.783042279071,0.75732285731,0.757241279595,0.77560659136,0.828169994159,0.748076147855,0.777862587394,0.78882409491,0.734427395066,0.781417179332,0.796216600471,0.837007870602,0.803886308762,0.824306257528
FSCORE_IMPROVE,pm_cutoff_30,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.35000000000000003
Mode 0.35000000000000003 Iteration 0
Mode 0.35000000000000003 Iteration 20
Mode 0.35000000000000003 Iteration 40
Average Elapsed Time = 18.0262438099
CUT_RATIO,pm_cutoff_35,0.110046807103,0.0165487850101,0.108391608392,0.133032694476,0.165467625899,0.131683168317,0.12582781457,0.102652825836,0.127388535032,0.112097669256,0.106481481481,0.0940766550523,0.112659698026,0.0980615735462,0.100116414435,0.10747185261,0.108208955224,0.119628339141,0.0890736342043,0.0966183574879,0.0975609756098,0.103448275862,0.110989010989,0.116156282999,0.104819277108,0.125755743652,0.116795366795,0.104255319149,0.10078387458,0.119858989424,0.109375,0.106043329532,0.110571081409,0.119435396308,0.0792410714286,0.0959206174201,0.0915576694411,0.121484814398,0.0926118626431,0.100456621005,0.156108597285,0.103448275862,0.101252609603,0.108820160367,0.112128146453,0.0910087719298,0.124031007752,0.0967379077615,0.100334448161,0.124131082423,0.133333333333,0.079006772009,0.0925714285714,0.119741100324,0.134160090192,0.102189781022,0.132118451025,0.111380145278,0.13074204947,0.0848056537102,0.0970231532525,0.101675977654
EC,pm_cutoff_35,97.5666666667,15.6815886383,93,118,138,133,114,89,120,101,92,81,97,86,86,105,87,103,75,80,92,93,101,110,87,104,121,98,90,102,91,93,91,110,71,87,77,108,89,88,138,96,97,95,98,83,112,86,90,125,98,70,81,111,119,84,116,92,111,72,88,91
TCV,pm_cutoff_35,147.733333333,20.4294449808,140,180,200,194,169,145,182,150,140,121,149,132,139,165,132,153,122,132,141,148,154,167,139,155,168,146,143,155,141,135,139,158,116,130,123,166,135,127,210,145,143,144,157,125,159,131,134,166,151,110,134,168,169,130,156,142,175,115,133,136
LONELINESS,pm_cutoff_35,0.70314898972,0.0131139198437,0.693166119073,0.692144871903,0.6831216626,0.713362711783,0.706030220058,0.700066374084,0.692113708873,0.723814546434,0.705780836946,0.704357440188,0.710745279771,0.706126944321,0.712272093929,0.716663101965,0.695482497793,0.708409674671,0.714635356508,0.693426875678,0.711124804757,0.715308480709,0.719420175223,0.692729945234,0.703873801187,0.683512925749,0.731146552278,0.720839893904,0.704114585349,0.690530464662,0.704139554219,0.715907825362,0.690732545308,0.719076538582,0.701479319206,0.726487936997,0.68466161983,0.709248971997,0.711877898001,0.69977743092,0.684239839963,0.719113496734,0.705785862858,0.691716171815,0.695477314276,0.708196099125,0.693362158182,0.691949592759,0.709563454962,0.725199840138,0.66297981718,0.691174919346,0.711300482493,0.700625912637,0.701152945338,0.680534538349,0.714076754026,0.700902443325,0.683367300589,0.701518460057,0.711850496615,0.697139896383
QDS,pm_cutoff_35,0.491217632296,0.0246472211766,0.4628580156053249,0.48675463999246915,0.5528805069489092,0.4999560233065688,0.5330097887635433,0.48457288881136346,0.48920216368125813,0.5122197700558889,0.49511225901711364,0.5054819341268125,0.4958442821132218,0.5303050058226665,0.505318597234333,0.4664252513466709,0.4870580721041098,0.4792699162413081,0.5201661470619392,0.5114253239002273,0.5372280331233492,0.490139130521621,0.4659239070909363,0.44496732844470804,0.4895126948226693,0.4958184863177886,0.4538882868940344,0.4874154556210759,0.512980663591521,0.48641090975593876,0.5401738039717038,0.5143582752950169,0.48645911020891414,0.47801992112448033,0.45136088231412047,0.4868946309851709,0.48638039769214625,0.467078688022974,0.5196326833554369,0.4648549898832721,0.46416988618115024,0.47601843866160587,0.45083821034244465,0.52776799149834,0.48164554822583566,0.46532756636632083,0.4632627317220516,0.4912156070807369,0.4496226654706901,0.4867073916723448,0.4779976439801358,0.47450355581170633,0.5022664628488148,0.4775526979405949,0.5145052039408324,0.4989964380191216,0.5136207986576755,0.47456430044747694,0.5081778759156154,0.5348240322056935,0.47440211318482023,0.48771191244032497
CONDUCTANCE,pm_cutoff_35,0.0421958665522,0.00778228923759,0.043541041727422056,0.03677762254132807,0.028935376612597406,0.05266437824645341,0.039748363525697036,0.04042566386393156,0.030062067932196262,0.04201188897948457,0.05154714661930184,0.03993478473718373,0.03392385188569072,0.05251459077052726,0.04253793724334595,0.05838055423938583,0.03486888985132052,0.04379503873160838,0.047143753999087906,0.04801781391696234,0.03329581085815191,0.0394480330581576,0.0370042550879497,0.04165324405082369,0.06262513719234111,0.03769045674188011,0.04744903391027836,0.0473314867556381,0.032841103228139795,0.045483883852871713,0.03870146575540055,0.047316309901424256,0.050616945121112075,0.055719543372841164,0.04022878265956014,0.04248513838659905,0.033752396867060906,0.043472244617090684,0.03777779493463071,0.04122314604571992,0.032211038304015546,0.050291647243644017,0.04353505956905523,0.03241905305459236,0.042336157963084736,0.05423481909964529,0.04052156505444067,0.04796717651766546,0.03929835061980956,0.05440685851913759,0.025179888450356524,0.03759914619050182,0.047634529150711306,0.05155657476950466,0.04392702403294472,0.02565045182145537,0.039136324570439564,0.04057174201700722,0.04030687715747542,0.04421118512650186,0.043423797305548434,0.032385748775942934
MAXPERM,pm_cutoff_35,0.285191545624,0.0347370127387,0.2388358112149533,0.20002517383177568,0.2668778733459357,0.30366520727272733,0.3240227126865672,0.30519313345864657,0.23377493258426965,0.3570701663551402,0.2782798121442125,0.28100988512241054,0.30211441398865785,0.3049119344569288,0.31613766165413537,0.3060256630236794,0.2833171935483871,0.30545113043478256,0.2762381404174573,0.26155353041825097,0.34258588073394497,0.3409527729831145,0.30363762686567164,0.2558964421641791,0.31293298120300755,0.2712114143126177,0.2874691963302752,0.30890631559633025,0.29926457924528305,0.2377381522556391,0.3171344782608696,0.3079786429906542,0.2649521578947368,0.27354357466918716,0.28154429511278195,0.3117092851711027,0.2736386416510319,0.3225246843100189,0.34807984954128435,0.2708609601518026,0.2433431925925926,0.3129850692883896,0.21976407102803738,0.2864649868913858,0.24259151219512196,0.25900900000000004,0.2489669322033898,0.2569433440453686,0.2745043684210526,0.34471568265682656,0.20173245368620035,0.23254411131725417,0.3123570500000001,0.2748207425373134,0.3101039630314233,0.2611667495256167,0.3281933111954459,0.27596240075614364,0.283179706994329,0.30682967045454546,0.2813055093283582,0.27694260186915887
RBSE,pm_cutoff_35,0.0334858940301,0.00836352408849,0.028037383177570093,0.041121495327102804,0.045368620037807186,0.038181818181818185,0.041044776119402986,0.03195488721804511,0.054307116104868915,0.026168224299065422,0.03225806451612903,0.02448210922787194,0.03780718336483932,0.02247191011235955,0.03007518796992481,0.03825136612021858,0.036053130929791274,0.03969754253308128,0.030360531309297913,0.04752851711026616,0.03486238532110092,0.03189493433395872,0.03171641791044776,0.05783582089552239,0.03759398496240601,0.030131826741996232,0.03669724770642202,0.023853211009174313,0.03207547169811321,0.02819548872180451,0.03213610586011342,0.024299065420560748,0.03195488721804511,0.03969754253308128,0.016917293233082706,0.039923954372623575,0.02626641651031895,0.03969754253308128,0.03302752293577982,0.030360531309297913,0.05,0.0299625468164794,0.026168224299065422,0.04119850187265917,0.043151969981238276,0.022598870056497175,0.03389830508474576,0.035916824196597356,0.02443609022556391,0.016605166051660517,0.035916824196597356,0.027829313543599257,0.02962962962962963,0.03544776119402985,0.038817005545286505,0.03795066413662239,0.028462998102466792,0.02835538752362949,0.03780718336483932,0.026515151515151516,0.014925373134328358,0.03925233644859813
NMI,pm_cutoff_35,0.539773598047,0.0434946586162,0.49356638418,0.502274792076,0.413806576533,0.489565885506,0.500654305318,0.542846509213,0.525566262847,0.541885907477,0.587784475654,0.574636008202,0.559135020877,0.627122309785,0.590676579677,0.517790609468,0.491479567236,0.512230040301,0.546736315251,0.549933220053,0.534981047961,0.533510031661,0.55181082643,0.485555811291,0.576782221309,0.500353634035,0.599411112228,0.625042202881,0.584848303204,0.48410220108,0.538056296889,0.47513488236,0.534593199137,0.558136986398,0.587135382732,0.563854938865,0.482348972642,0.59780996966,0.509897413606,0.562972920065,0.507446538485,0.557054417755,0.523625223935,0.484229562647,0.512027783937,0.540252277049,0.542537672129,0.552672831816,0.573264561287,0.561026563516,0.535174522623,0.557028641805,0.604220675653,0.507093200142,0.489215892877,0.525105219857,0.519721777781,0.567056257709,0.466405328702,0.621519100103,0.600927731264,0.584780977631
FSCORE,pm_cutoff_35,0.813596498684,0.0242663221428,0.771258130184,0.791059796923,0.745441633237,0.776318389038,0.792812070634,0.812085128502,0.797851762495,0.814603982048,0.835193802933,0.833956705652,0.822632676997,0.859620251559,0.836528371544,0.797323088109,0.781792620522,0.786528007319,0.825350217462,0.810910909609,0.820009146594,0.803481550808,0.824563090426,0.795352076027,0.833048748966,0.800151905628,0.852457463061,0.855947528367,0.836337769746,0.79506768475,0.807937992735,0.77357604095,0.81277091421,0.820672193989,0.83257116994,0.8277559211,0.786716785107,0.858626275343,0.797854677593,0.8362848312,0.805933943049,0.815103129067,0.79439751335,0.783524551749,0.805782317937,0.822608286274,0.817188938028,0.806658108235,0.831735404821,0.817758265482,0.814431347084,0.818270232572,0.846899958128,0.809208023742,0.789852042481,0.799399221706,0.807685784492,0.833529912156,0.782799147312,0.863524134662,0.841350316852,0.845698030566
FSCORE_IMPROVE,pm_cutoff_35,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.4
Mode 0.4 Iteration 0
Mode 0.4 Iteration 20
Mode 0.4 Iteration 40
Average Elapsed Time = 17.8906309207
CUT_RATIO,pm_cutoff_40,0.104295842186,0.0148268784959,0.110722610723,0.113866967306,0.142685851319,0.118811881188,0.12472406181,0.100346020761,0.117834394904,0.0987791342952,0.09375,0.0929152148664,0.102206736353,0.0866590649943,0.0954598370198,0.114636642784,0.10447761194,0.112659698026,0.0866983372922,0.0966183574879,0.0901378579003,0.10233592881,0.101098901099,0.110876451954,0.115662650602,0.110036275695,0.0994208494208,0.0968085106383,0.0951847704367,0.0998824911868,0.109375,0.0957810718358,0.115431348724,0.111834961998,0.0904017857143,0.0893054024256,0.0856123662307,0.11811023622,0.0905306971904,0.0799086757991,0.161764705882,0.102370689655,0.104384133612,0.0939289805269,0.110983981693,0.0986842105263,0.121816168328,0.0888638920135,0.0891861761427,0.116186693148,0.11156462585,0.0880361173815,0.0891428571429,0.122977346278,0.119503945885,0.0961070559611,0.121867881549,0.102905569007,0.122497055359,0.0848056537102,0.101433296582,0.0871508379888
EC,pm_cutoff_40,92.5,14.4019674582,95,101,119,120,113,87,111,89,81,80,88,76,82,112,84,97,73,80,85,92,92,105,96,91,103,91,85,85,91,84,95,103,81,81,72,105,87,70,143,95,100,82,97,90,110,79,80,117,82,78,78,114,106,79,107,85,104,72,92,78
TCV,pm_cutoff_40,140.15,19.4900188131,141,158,173,176,158,136,163,135,126,118,131,119,129,170,126,146,117,124,128,144,145,160,147,132,152,135,133,132,146,128,142,152,128,126,114,150,133,103,222,140,147,131,154,133,158,120,121,157,131,124,128,167,155,121,148,132,165,116,145,118
LONELINESS,pm_cutoff_40,0.705900575305,0.0129639635426,0.689038990108,0.697470643214,0.687040114549,0.718885795786,0.713904328224,0.704983453599,0.70033928041,0.729234165052,0.713431244399,0.707105584765,0.71956650959,0.711452546734,0.717242437099,0.715166463833,0.700935312164,0.713949687579,0.718027326679,0.697595861209,0.715986163385,0.709935086467,0.720942254615,0.69883554704,0.699268295083,0.691194637001,0.734819514102,0.724123294139,0.706492558885,0.697335758965,0.696674502899,0.715030496459,0.690796343831,0.719222359754,0.698564035749,0.730070895559,0.688064381743,0.717340062494,0.71394565718,0.705238250721,0.687158496637,0.720174747976,0.705774458451,0.698903114302,0.697898923384,0.705276155195,0.692710872369,0.693011521644,0.712074559839,0.727556625632,0.669808394874,0.687127969726,0.71528836388,0.699410077977,0.704970124551,0.685585697047,0.71562102162,0.704689702809,0.688434469995,0.7010641761,0.707911958374,0.704333244853
QDS,pm_cutoff_40,0.48509237948,0.0253378612014,0.45822898910334653,0.4658013785311399,0.5407107158670883,0.4940221324216384,0.5066817174200411,0.49296890446830965,0.476727100275082,0.499382332508809,0.4961673913172636,0.4991367027791738,0.49517496633993713,0.5113122775528196,0.4809033535051626,0.4471382991657223,0.4929742614739514,0.48156052314629233,0.5181345396643805,0.4951360685431582,0.5404502002102298,0.465137163987505,0.47409700944960004,0.44214840056767457,0.46877379099664385,0.49985903273108506,0.44487302299246306,0.4481592267757794,0.5179513779507636,0.4718679096671122,0.5393915913987491,0.5056012939177529,0.4841832396647569,0.4640612307514006,0.44818841442012775,0.47684619804133244,0.4839303420776054,0.46888010048506806,0.5105803130112694,0.4681760013168043,0.4767473679692889,0.48223712621523235,0.444630139106941,0.5251752498428381,0.4761040525042584,0.4580159060609322,0.4580496205855169,0.4764934053222802,0.4446660676888951,0.46543651489008714,0.48248504769361034,0.4950794674753693,0.49791479741399813,0.46658839527940477,0.5050543199692457,0.4905446680364053,0.5112039795124858,0.4650915045133993,0.5010291038335966,0.5454673251700247,0.48341283917227373,0.4787983560755402
CONDUCTANCE,pm_cutoff_40,0.0424096401537,0.00685842410999,0.04547648703063547,0.047989132720720744,0.0415958523943804,0.046566794512719153,0.03574480156081407,0.048433836385609115,0.02925032240953397,0.04853673502168623,0.05568947109171457,0.035855134519047586,0.03965113624435027,0.06420394902050326,0.03684889170111609,0.052435990950339344,0.03735618053051847,0.04598108701586569,0.04228647971215705,0.04643210154446432,0.04300589475152801,0.038927107833807525,0.038593181829335826,0.04707945731747152,0.04838764461844025,0.04618521132622542,0.05021506491503314,0.03911743810088901,0.03964049403912087,0.04272550055415968,0.042276900217520064,0.04715382454380904,0.04146602204710996,0.04571219019780643,0.04017716424688726,0.04477081115364676,0.02815055947903799,0.045404477441274786,0.03681071789441011,0.04609524263409892,0.032582907187737355,0.050942215379781663,0.043432758098208846,0.028253288385099988,0.03457728557896154,0.04535913253615498,0.03800803119144505,0.04283177529260314,0.04512155647509825,0.04304264046605503,0.02847206905235346,0.03879979817325269,0.055094142764936516,0.046421614036227556,0.04482686418971494,0.03138747479919168,0.040278382403035974,0.0473388482529681,0.038840990031344995,0.04305126171412144,0.04002893477879656,0.03365714892894515
MAXPERM,pm_cutoff_40,0.287321388355,0.0331833778728,0.22642124299065422,0.20418142990654206,0.2514536672967864,0.2981437618181818,0.34468225186567164,0.3015182932330827,0.2425700093632959,0.360411308411215,0.2910102409867173,0.2859375969868173,0.3109447788279773,0.29140722846441947,0.32379904511278196,0.28595793989071033,0.2949163889943074,0.3110607372400756,0.2884603510436432,0.2642533650190114,0.347152385321101,0.32297155722326454,0.3208281119402985,0.27341768097014923,0.2907829736842105,0.28599190207156305,0.2923682770642202,0.3013414055045871,0.3025200433962264,0.25540985714285713,0.29453456710775044,0.3118577775700934,0.2625179172932331,0.28138806805293004,0.25675587593984966,0.3219872642585552,0.2718817166979362,0.3292849168241966,0.3412081706422019,0.2622315237191651,0.269521112962963,0.30671616104868915,0.24031432523364485,0.31132110112359546,0.25926242213883677,0.24802083427495292,0.2435857928436912,0.25617925141776937,0.2884861503759399,0.32447807749077484,0.216596224952741,0.2423878589981447,0.3002177944444444,0.26102709888059705,0.31149824584103514,0.2616485559772296,0.34217751233396587,0.2688624291115312,0.29003160680529305,0.3180009829545454,0.28566325,0.28972488224299064
RBSE,pm_cutoff_40,0.0302020189547,0.00714789819215,0.03551401869158879,0.03551401869158879,0.030245746691871456,0.02727272727272727,0.027985074626865673,0.02819548872180451,0.04681647940074907,0.024299065420560748,0.022770398481973434,0.02071563088512241,0.030245746691871456,0.018726591760299626,0.02819548872180451,0.03825136612021858,0.026565464895635674,0.034026465028355386,0.024667931688804556,0.03802281368821293,0.027522935779816515,0.039399624765478425,0.026119402985074626,0.04477611940298507,0.045112781954887216,0.01694915254237288,0.025688073394495414,0.02018348623853211,0.03018867924528302,0.018796992481203006,0.035916824196597356,0.03177570093457944,0.03383458646616541,0.03969754253308128,0.022556390977443608,0.03231939163498099,0.0300187617260788,0.022684310018903593,0.031192660550458717,0.020872865275142316,0.03888888888888889,0.031835205992509365,0.029906542056074768,0.0299625468164794,0.04127579737335835,0.035781544256120526,0.03389830508474576,0.035916824196597356,0.02443609022556391,0.01845018450184502,0.02835538752362949,0.03525046382189239,0.027777777777777776,0.041044776119402986,0.033271719038817,0.03415559772296015,0.020872865275142316,0.022684310018903593,0.03780718336483932,0.02462121212121212,0.024253731343283583,0.028037383177570093
NMI,pm_cutoff_40,0.603667242281,0.0405644223726,0.505391117665,0.637831830748,0.591004070129,0.593232193794,0.593655505354,0.601967534625,0.580232452605,0.609042771746,0.637946925734,0.61002311313,0.697032904417,0.709417351508,0.678161368464,0.567161148135,0.582003778241,0.581630786166,0.588661114722,0.571286292617,0.600668965335,0.587630487339,0.666233697717,0.524718428123,0.572859519524,0.613613425264,0.671953964964,0.664583616179,0.627498153654,0.596117381423,0.607622849597,0.566692100735,0.558514081077,0.63383351144,0.590491890378,0.625500990269,0.578884786024,0.628833222645,0.630522626777,0.688545067078,0.616928291937,0.585726101101,0.657073803653,0.595755520009,0.568848421216,0.554633346013,0.564350100154,0.61234085259,0.586745955036,0.581814662395,0.576260949564,0.600433612415,0.615656497441,0.53739579495,0.577976348283,0.582326568515,0.589465681653,0.634274743415,0.559195250558,0.602704843482,0.590700277284,0.658425889856
FSCORE,pm_cutoff_40,0.846825912793,0.021621002172,0.780033212848,0.861573132325,0.840048297796,0.839334729,0.845448408884,0.84538641866,0.821279127901,0.855466871711,0.863604275712,0.857469492839,0.895028447122,0.892753388939,0.884891132151,0.829684723586,0.81778259464,0.824509099659,0.854718837924,0.826764467022,0.855795421488,0.835876008018,0.875122446311,0.812907767758,0.837864318477,0.854544023617,0.886413014388,0.875334646421,0.857166619809,0.851415765933,0.845252106556,0.827052865198,0.826956934242,0.856946076197,0.833838216259,0.863595366499,0.830847112669,0.871551871715,0.860762973256,0.887908282207,0.862163301981,0.830210430803,0.868078543844,0.837980204834,0.834212141388,0.827558932583,0.83176512942,0.842001971255,0.838106556438,0.832062277861,0.83525879983,0.837092802679,0.851428806723,0.815736214762,0.832582193422,0.833680979546,0.841110305196,0.86705981929,0.836227446325,0.852183031845,0.842320148766,0.877806233043
FSCORE_IMPROVE,pm_cutoff_40,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.45
Mode 0.45 Iteration 0
Mode 0.45 Iteration 20
Mode 0.45 Iteration 40
Average Elapsed Time = 17.3710339467
CUT_RATIO,pm_cutoff_45,0.10155490616,0.0139130100917,0.109557109557,0.111612175874,0.142685851319,0.122772277228,0.115894039735,0.0899653979239,0.0997876857749,0.0910099889012,0.100694444444,0.0882694541231,0.102206736353,0.0900798175599,0.104772991851,0.108495394063,0.100746268657,0.127758420441,0.08432304038,0.0893719806763,0.0890774125133,0.105672969967,0.0956043956044,0.0971488912355,0.104819277108,0.10761789601,0.0994208494208,0.0936170212766,0.0918253079507,0.113983548766,0.105769230769,0.0923603192702,0.115431348724,0.104234527687,0.0803571428571,0.0871003307607,0.0832342449465,0.114735658043,0.0926118626431,0.0901826484018,0.148190045249,0.0905172413793,0.0939457202505,0.085910652921,0.107551487414,0.0910087719298,0.116279069767,0.0888638920135,0.0891861761427,0.108242303873,0.108843537415,0.0869074492099,0.0868571428571,0.115426105717,0.111612175874,0.10097323601,0.128701594533,0.101694915254,0.107184923439,0.0918727915194,0.0915104740904,0.0972067039106
EC,pm_cutoff_45,90.0,13.1148770486,94,99,119,124,105,78,94,82,87,76,88,79,90,106,81,110,71,74,84,95,87,92,87,89,103,88,82,97,88,81,95,96,72,79,70,102,89,79,131,84,90,75,94,83,105,79,80,109,80,77,76,107,99,83,113,84,91,78,83,87
TCV,pm_cutoff_45,136.75,17.1742297256,141,152,176,182,149,124,144,128,138,115,138,124,143,164,122,163,114,119,127,146,140,141,134,132,141,131,131,147,135,124,141,140,114,122,112,159,130,117,199,130,132,124,146,123,155,122,117,150,122,119,128,157,146,131,151,130,146,125,123,129
LONELINESS,pm_cutoff_45,0.706795528457,0.013124603797,0.689269149015,0.699761654217,0.686400586525,0.716628219194,0.713710966918,0.709681501033,0.708840311104,0.73015530446,0.710757757435,0.704492521664,0.718851646449,0.71134708246,0.710314355475,0.718932456609,0.701804721705,0.707994518188,0.714518179518,0.697824216423,0.713982800192,0.71423803996,0.72356002349,0.705531263953,0.708144357929,0.688740406873,0.737036788039,0.726563895959,0.708203507158,0.690420390841,0.703833119158,0.71616863244,0.690271567239,0.721729958451,0.70372149246,0.73125137581,0.689807083324,0.711129522569,0.712910534353,0.702050175048,0.688698743715,0.728756669036,0.70900318713,0.697567671837,0.69847473164,0.710017309738,0.692262933252,0.694005028916,0.713102180711,0.730018484626,0.672988686121,0.690405507807,0.715702119411,0.706810004747,0.708626098861,0.681277818826,0.713410912773,0.703760762871,0.695509960627,0.695981860271,0.712678337296,0.698092613572
QDS,pm_cutoff_45,0.48257884691,0.0244305755063,0.4497130864612736,0.45226565511986255,0.5216104801339657,0.48697357267814273,0.5053305847778282,0.4780912342980772,0.46438224461504835,0.500796442318302,0.4980821150193193,0.4770757059495572,0.4973332888513981,0.5157669887573306,0.4898483275664721,0.4458563168291528,0.500782954725197,0.481818627407212,0.4942599426714994,0.5051546347894258,0.5282619515228164,0.4932093001443827,0.47693228994894,0.4360939399103792,0.48652743285385164,0.489022959856539,0.44393002241174984,0.4695706594034783,0.5085139288451044,0.48173805112280343,0.5396114676665864,0.4902811737460312,0.4890845104765309,0.45937318662298343,0.4404619457944979,0.4836496570780846,0.47403349449792875,0.4568251039982008,0.507673967915654,0.46881382101125535,0.4563805109786484,0.48900651691094016,0.4411199281212517,0.5293562551465124,0.4656285743636804,0.46087633217082175,0.4607347361295788,0.48610235180877187,0.4461835206791953,0.47826000705029253,0.46885037356978576,0.48398613790179856,0.502832464042469,0.47567267101082317,0.5148467034125527,0.48243933163349073,0.5050728194244319,0.46298085416819823,0.4797028858455129,0.5340060324566797,0.4575189812438693,0.48442175875494947
CONDUCTANCE,pm_cutoff_45,0.0431826470702,0.00749504203799,0.04322020218125754,0.04235695502032164,0.03302728833657606,0.04517659431747371,0.04602307358540959,0.04803196909139233,0.04109044723351463,0.04347483494602049,0.0531371606207137,0.03459224904635556,0.04272104888104723,0.056190519087758684,0.036037599384269633,0.048346151061907,0.0401538678730977,0.04497384087819408,0.04766550987225801,0.05406216872109613,0.04182260014634631,0.0411465939139529,0.032208662769519135,0.05527588032405001,0.05963911386314976,0.042731616821056626,0.05139810030683503,0.04770409343388132,0.03991463948399258,0.04058771574589081,0.04336661659198769,0.045083097788591306,0.04171965426441646,0.04313405865160454,0.04243947255508385,0.04201115446115243,0.03256574948854224,0.039373575952955354,0.03741547280505727,0.04377121178345626,0.033289889994410966,0.05791553786129641,0.05070436208223355,0.031940315611920525,0.03929571860938803,0.049595798766764954,0.04455037706639546,0.046738092219297964,0.03966668982082903,0.05700870142518455,0.03182669718559488,0.03827445552091304,0.04979855709392809,0.05447772535275037,0.05020731632914626,0.022361092490124544,0.044789062501726436,0.042362609758782754,0.0359591022847039,0.03901502695037178,0.03600664961558648,0.031584484382773184
MAXPERM,pm_cutoff_45,0.287619903893,0.0351965056859,0.24715008224299065,0.20896164859813085,0.25786870510396975,0.28181873272727276,0.3289171660447761,0.31792815789473683,0.24799194007490635,0.36807664485981306,0.2959198007590133,0.2880571111111111,0.3173782173913043,0.2935439775280899,0.3160555131578947,0.29041517850637527,0.3026981138519924,0.29827322873345935,0.2654240512333966,0.25428388403041824,0.3308549486238532,0.34326743151969985,0.3421213880597015,0.260391552238806,0.32401036842105263,0.2695596572504708,0.2889992385321101,0.30112720733944953,0.2962617377358491,0.23730125,0.3031837258979206,0.29001750841121493,0.2620168890977444,0.28155327788279777,0.2701676785714286,0.3126270988593156,0.2666770881801126,0.32240295463138,0.33831146238532106,0.2645668671726755,0.2515956074074074,0.3417418764044944,0.22551030654205606,0.29586346254681645,0.26006236585365855,0.2761190715630885,0.2362021732580038,0.2597031190926276,0.274889507518797,0.3347546549815498,0.2064610245746692,0.23750237476808905,0.3114165537037037,0.27798315485074626,0.33666461182994456,0.2561325578747628,0.3316031404174573,0.2772191209829868,0.3001723213610586,0.32001254545454544,0.27491409141791046,0.28448910654205606
RBSE,pm_cutoff_45,0.0286197820473,0.00692647831526,0.03551401869158879,0.024299065420560748,0.030245746691871456,0.02909090909090909,0.03171641791044776,0.020676691729323307,0.031835205992509365,0.016822429906542057,0.024667931688804556,0.022598870056497175,0.02835538752362949,0.02247191011235955,0.03759398496240601,0.03460837887067395,0.030360531309297913,0.04158790170132325,0.03225806451612903,0.04182509505703422,0.031192660550458717,0.0300187617260788,0.020522388059701493,0.03731343283582089,0.03383458646616541,0.02071563088512241,0.027522935779816515,0.014678899082568808,0.026415094339622643,0.02631578947368421,0.03213610586011342,0.028037383177570093,0.03571428571428571,0.02835538752362949,0.018796992481203006,0.030418250950570342,0.0300187617260788,0.03969754253308128,0.03669724770642202,0.024667931688804556,0.040740740740740744,0.018726591760299626,0.024299065420560748,0.031835205992509365,0.0300187617260788,0.026365348399246705,0.03766478342749529,0.030245746691871456,0.02443609022556391,0.01107011070110701,0.02835538752362949,0.027829313543599257,0.024074074074074074,0.033582089552238806,0.022181146025878003,0.03984819734345351,0.020872865275142316,0.020793950850661626,0.026465028355387523,0.028409090909090908,0.020522388059701493,0.03925233644859813
NMI,pm_cutoff_45,0.643970881196,0.0431515109766,0.569240198054,0.631006245924,0.564521839767,0.653012168408,0.644290533561,0.633570368642,0.655305829369,0.658038586563,0.657539942443,0.638336265713,0.688183348831,0.741590200658,0.667379115654,0.629725153279,0.639941106685,0.590229549892,0.65017547691,0.634428566217,0.654263267088,0.624895927524,0.71346008851,0.626426666612,0.74390044064,0.679511273433,0.721055422347,0.721412786229,0.644802038801,0.589917129399,0.592061722918,0.570670292182,0.623773816397,0.691610436816,0.675389103488,0.676840886339,0.614703785067,0.668823167318,0.648064323415,0.676784380452,0.586263077492,0.62034551703,0.704991545514,0.621086731853,0.612915881594,0.627879927595,0.597756787274,0.619706505382,0.678846577192,0.665928531652,0.555120923191,0.619739379025,0.674702892628,0.580932785232,0.616230331887,0.604916271352,0.631609549249,0.701073254609,0.612231631711,0.648898063445,0.659159730766,0.693035524533
FSCORE,pm_cutoff_45,0.86669715805,0.0207711371723,0.823989022677,0.863013821771,0.829890663491,0.8753910417,0.870027078702,0.861702728043,0.867222601525,0.87378171226,0.869489936342,0.868096286855,0.891884331795,0.907345989784,0.875287510802,0.856972884509,0.842719714885,0.839321670239,0.875867759094,0.861627112488,0.879522823015,0.857081060749,0.895674905267,0.862606418683,0.909172682293,0.886496415799,0.9033154432,0.893423073879,0.869117081124,0.839745257081,0.846470390234,0.8315548869,0.858554348533,0.887687311235,0.878667926477,0.885820014966,0.847816142886,0.88874067373,0.865621511819,0.889560848033,0.849192803405,0.845044502202,0.888837492377,0.861577793814,0.851794868882,0.859468826427,0.847017984186,0.849735254893,0.88125479568,0.880220165696,0.826258163712,0.850482329836,0.881821789322,0.846739539387,0.848494533968,0.836756393109,0.86153330345,0.900502599649,0.862953455104,0.870322625242,0.875850034121,0.895689145662
FSCORE_IMPROVE,pm_cutoff_45,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.5
Mode 0.5 Iteration 0
Mode 0.5 Iteration 20
Mode 0.5 Iteration 40
Average Elapsed Time = 17.1897193472
CUT_RATIO,pm_cutoff_50,0.0982557984403,0.0150539912111,0.110722610723,0.116121758737,0.135491606715,0.120792079208,0.109271523179,0.0980392156863,0.102972399151,0.0843507214206,0.0798611111111,0.0847851335656,0.106852497096,0.0843785632839,0.102444703143,0.106448311157,0.0907960199005,0.117305458769,0.0771971496437,0.0809178743961,0.0933191940615,0.100111234705,0.0989010989011,0.0982048574446,0.103614457831,0.0943168077388,0.0945945945946,0.1,0.0828667413214,0.101057579318,0.0889423076923,0.0923603192702,0.0984204131227,0.105320304017,0.078125,0.0804851157663,0.0879904875149,0.116985376828,0.0874089490114,0.0844748858447,0.151583710407,0.0926724137931,0.0897703549061,0.085910652921,0.0961098398169,0.0877192982456,0.116279069767,0.0877390326209,0.0847268673356,0.109235352532,0.107482993197,0.089164785553,0.0811428571429,0.0970873786408,0.122886133033,0.0924574209246,0.134396355353,0.106537530266,0.104829210836,0.0871613663133,0.090407938258,0.0837988826816
EC,pm_cutoff_50,87.15,14.4785185706,95,103,113,122,99,85,97,76,69,73,92,74,88,104,73,101,65,67,88,90,90,93,86,78,98,94,74,86,74,81,81,97,70,73,74,104,84,74,134,86,86,75,84,80,105,78,76,110,79,79,71,90,109,76,118,88,89,74,82,75
TCV,pm_cutoff_50,131.966666667,19.18590339,145,156,164,178,142,133,147,119,114,106,139,115,139,164,110,154,106,104,124,139,141,140,131,117,145,131,118,129,113,126,120,145,109,113,115,149,126,108,205,131,127,121,132,119,150,121,116,147,124,119,120,139,157,117,162,137,138,121,124,117
LONELINESS,pm_cutoff_50,0.70850884753,0.0127181084506,0.690765512947,0.698272998441,0.691670119879,0.71627735211,0.716315868537,0.708243927778,0.705714576022,0.733092623736,0.716568900872,0.71082950128,0.719884965128,0.714187033524,0.715366150378,0.717405525719,0.705615564605,0.709747072966,0.720495771875,0.703221733164,0.720306838472,0.712903357469,0.719677694599,0.707820616628,0.710933642155,0.693890228741,0.734714514861,0.726616369827,0.712826033931,0.700487551783,0.709147810043,0.715984341445,0.697070509204,0.722355260786,0.703233858662,0.72941663853,0.688643379179,0.720427384621,0.714970389442,0.704154561368,0.690340530673,0.727831625887,0.707490038381,0.703009871891,0.704345700389,0.709412370707,0.6937083853,0.693588484213,0.71882570693,0.728059558245,0.667929310495,0.686273743803,0.717164664452,0.708818280971,0.706959221069,0.687055502202,0.704234290915,0.701290656133,0.696963123365,0.700500180481,0.714056011124,0.703417413477
QDS,pm_cutoff_50,0.481306587234,0.0245240114337,0.4587632515116935,0.4604400103177147,0.5155902731531824,0.4831801023286035,0.507432721672058,0.4908685359776305,0.47092015795680314,0.4976725824399262,0.47252922197716835,0.49601636584988396,0.49986664743029074,0.52067700537365,0.48879726715798655,0.4434121233305467,0.4931942802195184,0.4891578591973549,0.5047667471127647,0.4896222688553635,0.5427692797283421,0.4809597778133905,0.47360629896220696,0.4318689613374395,0.4801494609032156,0.4826597152558087,0.4682438251809113,0.4638954653115426,0.5041603579481526,0.4749463982557582,0.5138267748278466,0.4921474434407697,0.47257637548686254,0.4514491414342121,0.43476059224396196,0.47428746355634016,0.4847691359294513,0.4605232722564581,0.499812600204972,0.46193346425844667,0.4670759506842093,0.49359469250167404,0.4386717718680549,0.5354111118571924,0.4676763644720951,0.4580921910903299,0.4480242267995278,0.4664799627432815,0.44535764852405024,0.46538674169575367,0.46370869767170797,0.4878801290891566,0.48929227633240974,0.467887611065321,0.5228847501640027,0.4852259997912049,0.5141314442859586,0.46559451290058784,0.4849577373788909,0.5349947071868986,0.4761230694411547,0.4676904103216597
CONDUCTANCE,pm_cutoff_50,0.0452187915385,0.00852445441455,0.047335063276041506,0.04380923187756644,0.038706570748096074,0.05320357641279674,0.04663792437697019,0.04259015420655086,0.041732722910158386,0.05377815817838422,0.055203574612569625,0.045763662351753054,0.04267093873247521,0.06504084997937651,0.0363014876723464,0.04650600090950892,0.0404836762650969,0.04738997510518178,0.05102063050999012,0.05725867115625336,0.04369079193787276,0.04604410814037316,0.036670557721584264,0.05430606253981819,0.06250107158517956,0.04959878934663307,0.059601589521271224,0.05699430098163422,0.04047663853046875,0.04218909166089452,0.0461779738906781,0.04228214582844702,0.04550640851257824,0.042376101300432685,0.04938547039083009,0.05550776242438768,0.027710825092501504,0.046069969788686764,0.03322306052821861,0.047820770979933404,0.035777662020490854,0.0665367840954873,0.04618294363469422,0.03393059069215657,0.042079627152623054,0.04579787803752688,0.04607748277707333,0.042037369654715086,0.04294663358447269,0.04989919316837503,0.03043644804381061,0.0408697942711199,0.05387830963579501,0.054545734055515854,0.04522307447059817,0.026659328403108317,0.035004702681533356,0.044695616610225246,0.041290659394046185,0.03722611948409725,0.03775893695091962,0.030706243508787076
MAXPERM,pm_cutoff_50,0.288222380804,0.0348591728282,0.23171540560747664,0.19725272710280373,0.259958427221172,0.28602697272727273,0.33811659514925374,0.31554023308270673,0.25238182397003744,0.35882996635514025,0.2929115123339659,0.30815980037664786,0.3156767485822306,0.2959797471910113,0.32338030263157896,0.2942703005464481,0.29492569449715367,0.3064429300567108,0.2897849563567363,0.26068829657794673,0.35392464954128444,0.32505328705440906,0.30958022014925374,0.2679325876865672,0.3268141879699248,0.27391376082862523,0.28891671009174313,0.29669004770642204,0.2984142924528302,0.2525520093984962,0.2963147844990548,0.309133153271028,0.2516652312030075,0.300305550094518,0.2651658345864662,0.30013559885931557,0.27804008442776734,0.32457555576559544,0.33292704770642206,0.2652497286527514,0.26948696111111115,0.3360512902621723,0.22299790280373832,0.29572222659176034,0.2685411163227017,0.26229833333333336,0.23224114689265538,0.26856478449905485,0.30580611842105265,0.3269391992619926,0.19651115689981094,0.22984564378478664,0.30451758148148145,0.27945606529850747,0.33468233641404804,0.2566704667931689,0.31990368690702087,0.264730236294896,0.2876003799621928,0.31922921212121214,0.2889143619402985,0.28328587850467285
RBSE,pm_cutoff_50,0.0261352493435,0.00683314967936,0.029906542056074768,0.03551401869158879,0.024574669187145556,0.03090909090909091,0.022388059701492536,0.022556390977443608,0.03745318352059925,0.016822429906542057,0.018975332068311195,0.015065913370998116,0.024574669187145556,0.016853932584269662,0.02819548872180451,0.03642987249544627,0.020872865275142316,0.035916824196597356,0.020872865275142316,0.03231939163498099,0.022018348623853212,0.03564727954971857,0.026119402985074626,0.033582089552238806,0.03007518796992481,0.011299435028248588,0.025688073394495414,0.01651376146788991,0.022641509433962263,0.016917293233082706,0.022684310018903593,0.028037383177570093,0.02443609022556391,0.030245746691871456,0.020676691729323307,0.034220532319391636,0.0225140712945591,0.020793950850661626,0.03486238532110092,0.022770398481973434,0.037037037037037035,0.020599250936329586,0.028037383177570093,0.024344569288389514,0.024390243902439025,0.030131826741996232,0.03766478342749529,0.030245746691871456,0.015037593984962405,0.014760147601476014,0.02835538752362949,0.03896103896103896,0.025925925925925925,0.024253731343283583,0.029574861367837338,0.030360531309297913,0.036053130929791274,0.020793950850661626,0.030245746691871456,0.020833333333333332,0.018656716417910446,0.029906542056074768
NMI,pm_cutoff_50,0.693661519614,0.0356815170018,0.655392869819,0.692155620676,0.635762896793,0.68881024016,0.687192768828,0.732478139037,0.713383906711,0.665672792811,0.686059695995,0.71469553372,0.727370799881,0.783516147072,0.715439001777,0.692917820686,0.690437642501,0.657389431051,0.723704320162,0.66252916981,0.69837908705,0.680241687853,0.723885685825,0.671085296008,0.739446799043,0.752575696914,0.760472238234,0.698610898273,0.719066622807,0.70315762657,0.708824072114,0.64587189161,0.680134552484,0.665138153314,0.738818858711,0.746858835266,0.64507497443,0.689760827623,0.708613020764,0.693540836133,0.685255231099,0.677493165482,0.686514500797,0.691317483779,0.645553956991,0.67064491261,0.65078081464,0.650466246,0.698760482429,0.704871306153,0.624797973694,0.682770202068,0.765201098978,0.676113265234,0.669930332063,0.627863647416,0.633863721462,0.740940429342,0.669260136265,0.713942996845,0.71526489069,0.743617924288
FSCORE,pm_cutoff_50,0.890006755879,0.0170646077244,0.855728313445,0.890900471243,0.867352030824,0.893194662007,0.891457032763,0.903904150519,0.895644628086,0.884733405695,0.888041240255,0.901546157123,0.906272141837,0.923773852903,0.899976322642,0.891929265811,0.877185279843,0.872284663841,0.90302396138,0.872589280841,0.899437905944,0.885220929451,0.900849119727,0.883112321813,0.909584806613,0.915823325366,0.918256397504,0.899609178903,0.901136681446,0.894570759623,0.904256486549,0.865824033702,0.883118097791,0.879073795996,0.906275402456,0.915143282331,0.860176542644,0.894317896333,0.899620160762,0.893769426679,0.89189592859,0.871118257875,0.878769726103,0.888931648013,0.864628547956,0.881498031391,0.870247717428,0.866566134758,0.892476291958,0.894654202648,0.863586122667,0.881818639464,0.924661612201,0.884864180582,0.874516226422,0.858276807468,0.862160411244,0.913486010606,0.888989000337,0.899228893809,0.902674561301,0.916642987209
FSCORE_IMPROVE,pm_cutoff_50,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.55
Mode 0.55 Iteration 0
Mode 0.55 Iteration 20
Mode 0.55 Iteration 40
Average Elapsed Time = 15.2687731465
CUT_RATIO,pm_cutoff_55,0.0966310631202,0.0143274304371,0.115384615385,0.109357384442,0.13309352518,0.118811881188,0.102649006623,0.104959630911,0.0987261146497,0.0865704772475,0.0914351851852,0.0836236933798,0.108013937282,0.0798175598632,0.0954598370198,0.106448311157,0.0970149253731,0.11149825784,0.0866983372922,0.0700483091787,0.0880169671262,0.10233592881,0.0857142857143,0.0950369588173,0.101204819277,0.09915356711,0.0936293436293,0.0840425531915,0.0761478163494,0.10928319624,0.0961538461538,0.0820980615735,0.104495747266,0.100977198697,0.0747767857143,0.0782800441014,0.0868014268728,0.107986501687,0.0811654526535,0.0799086757991,0.148190045249,0.09375,0.0876826722338,0.0847651775487,0.0995423340961,0.0866228070175,0.109634551495,0.0877390326209,0.0891861761427,0.108242303873,0.110204081633,0.0835214446953,0.08,0.100323624595,0.111612175874,0.110705596107,0.117312072893,0.0980629539952,0.10011778563,0.0906949352179,0.0871003307607,0.0860335195531
EC,pm_cutoff_55,85.6166666667,13.3017438289,99,97,111,120,93,91,93,78,79,72,93,70,82,104,78,96,73,58,83,92,78,90,84,82,97,79,68,93,80,72,86,93,67,71,73,96,78,70,131,87,84,74,87,79,99,78,80,109,81,74,70,93,99,91,103,81,85,77,79,77
TCV,pm_cutoff_55,129.5,17.9262377536,148,150,158,170,134,134,144,119,126,105,143,104,137,158,118,144,118,91,123,137,122,137,130,122,138,118,110,140,124,113,127,136,106,111,113,149,118,101,200,134,121,120,135,119,139,119,119,145,121,111,115,143,147,140,141,127,139,125,117,117
LONELINESS,pm_cutoff_55,0.709127699017,0.0134445214323,0.688780643483,0.701524867573,0.693720391865,0.718279521165,0.721595725183,0.705888189197,0.705999355931,0.732246201863,0.713113932236,0.710380978719,0.716710899489,0.717632004598,0.713023777635,0.720496823189,0.702622439261,0.708375827779,0.71427176626,0.707694191288,0.718019601368,0.718175106609,0.725779171229,0.709231931876,0.709178973637,0.689099770248,0.736555537711,0.731254449815,0.71408734627,0.695664997291,0.706897787936,0.724545230144,0.693090816877,0.724349211459,0.705303075506,0.732005742776,0.687988387743,0.715746344652,0.720257359106,0.708423553958,0.69039818097,0.728611898595,0.711173799085,0.702650063458,0.704335555392,0.711187718335,0.700535684684,0.69445122821,0.713573515196,0.730969102542,0.670653848244,0.693314878661,0.718678088414,0.709253209791,0.709812169633,0.677813587981,0.707899966821,0.705002614561,0.69642766424,0.696094761279,0.714075857233,0.702736614772
QDS,pm_cutoff_55,0.479385039591,0.0227479821767,0.44090747587885326,0.45730553543023467,0.5146267008608305,0.4821897390386405,0.5058915327603987,0.48485230177327077,0.46504612153893826,0.49457965770289153,0.4808579793389278,0.47625555895704824,0.4976731752913834,0.5151853295039034,0.4821580033069655,0.44639657286616385,0.497327795267629,0.4825571922135019,0.500376533438918,0.48411426150133346,0.5292142850051739,0.4756964912912306,0.4804404857702542,0.43843036752733644,0.48285824407900174,0.4744003471421573,0.4465866467362257,0.4648445079642301,0.48513353378722435,0.47755175454543547,0.5231752198601215,0.48445409939381595,0.48907128402180294,0.4454331973168576,0.44020204269864405,0.4744715103947959,0.4869756675216227,0.4610961380159105,0.5149677550373047,0.4582854543281837,0.4625122089208037,0.5017966473697048,0.4437799657469008,0.5136467098569972,0.4679531982731329,0.4605454331401383,0.4518498551551155,0.4816223442728929,0.4605166311263347,0.4613491769856372,0.45898018040592387,0.48155792050275553,0.4898539449674396,0.46758657404695236,0.5161399495924742,0.4961659792970344,0.5029485849774762,0.4663689331417761,0.4758246578648867,0.5262659372610682,0.4617697595749285,0.472477283881248
CONDUCTANCE,pm_cutoff_55,0.045382365723,0.00863271967168,0.037991026308023444,0.043454750679845125,0.03533515170897785,0.049845128745181363,0.04794806239707588,0.04207189948985962,0.0363720136128798,0.04912003596988469,0.055752154667116645,0.04614718455945269,0.04676505784873184,0.0694945089179077,0.03761089319927339,0.049816061378343116,0.04280558573052045,0.04576934493994161,0.04943700766187967,0.05832531653426444,0.04741606608552055,0.044746460734277495,0.05200212444143915,0.057391329689982,0.059318581542625703,0.04151044790511306,0.05308427443551244,0.052548549794164214,0.04161600237392551,0.04450423743835135,0.04619540480494211,0.041737481646208434,0.0511978099674951,0.04755788852520572,0.05204525888146209,0.04795095958319067,0.03782362762404546,0.03919822702921794,0.04329617799200991,0.046789345284467224,0.03731133131949887,0.0651929548934918,0.05055446536584664,0.029859021706292094,0.03647149078308095,0.050453573119503534,0.050272765584748524,0.04821262298446779,0.046911413087571,0.05250212931172756,0.024025309327829425,0.04276350075755411,0.049324225140910664,0.05110573793987503,0.04804158243517148,0.021205397614733685,0.03329113334662895,0.04652186948545332,0.03761311678120826,0.03571162215684104,0.03978551552834656,0.03381972457828087
MAXPERM,pm_cutoff_55,0.28624355996,0.0342653609593,0.21531654579439255,0.21386332336448596,0.2655794990548204,0.2838345036363636,0.3418253283582089,0.3083193627819549,0.23601413483146066,0.36501589158878506,0.29084600000000005,0.3015373785310735,0.31254106427221173,0.2901635805243446,0.3107026992481203,0.2996071038251366,0.2977300531309298,0.30541647826086954,0.2723598880455408,0.2593521254752852,0.32422960366972475,0.3392163846153846,0.31958925,0.2752797070895522,0.31731376691729324,0.26403188323917137,0.2821766018348624,0.3032326330275229,0.2976450056603774,0.2437380789473684,0.30135560680529305,0.32360685607476636,0.25303475939849623,0.2897322948960303,0.2644385751879699,0.30099834410646387,0.2616887823639774,0.3155502797731569,0.348386471559633,0.260456110056926,0.2597964407407407,0.33057525468164795,0.2311105570093458,0.2947225786516854,0.2659484090056285,0.26888920150659135,0.2540929077212806,0.2575900264650284,0.28762671428571424,0.3226143228782288,0.19845626654064272,0.23552451205936922,0.31008936851851854,0.2766710895522388,0.3213076783733826,0.2440652447817837,0.3228996091081594,0.2764871001890359,0.29482324007561433,0.30744533712121214,0.27826843656716416,0.2798833457943925
RBSE,pm_cutoff_55,0.0253116226884,0.00707657986784,0.03551401869158879,0.026168224299065422,0.022684310018903593,0.02909090909090909,0.020522388059701493,0.03007518796992481,0.03745318352059925,0.013084112149532711,0.020872865275142316,0.015065913370998116,0.02835538752362949,0.013108614232209739,0.03007518796992481,0.03278688524590164,0.024667931688804556,0.03780718336483932,0.030360531309297913,0.028517110266159697,0.022018348623853212,0.03189493433395872,0.020522388059701493,0.029850746268656716,0.03195488721804511,0.018832391713747645,0.027522935779816515,0.009174311926605505,0.016981132075471698,0.020676691729323307,0.026465028355387523,0.018691588785046728,0.03007518796992481,0.026465028355387523,0.016917293233082706,0.026615969581749048,0.024390243902439025,0.034026465028355386,0.022018348623853212,0.017077798861480076,0.03888888888888889,0.0149812734082397,0.024299065420560748,0.02247191011235955,0.0300187617260788,0.02448210922787194,0.026365348399246705,0.02835538752362949,0.022556390977443608,0.012915129151291513,0.03213610586011342,0.027829313543599257,0.022222222222222223,0.022388059701492536,0.022181146025878003,0.04174573055028463,0.03415559772296015,0.017013232514177693,0.026465028355387523,0.028409090909090908,0.016791044776119403,0.03364485981308411
NMI,pm_cutoff_55,0.735092883513,0.0350727943526,0.706295650732,0.730360628016,0.701611565865,0.740908103899,0.725055040655,0.759207260444,0.739794330009,0.682395795633,0.736170691799,0.717241673911,0.726572816798,0.836129043695,0.752656760643,0.712918439192,0.726151285187,0.734527431385,0.753661102376,0.744717674685,0.753073407696,0.777513830668,0.801024161323,0.729652058777,0.782899363516,0.771634736415,0.757585933241,0.76788222927,0.734613303195,0.714565516712,0.697274583182,0.74900895302,0.699938068056,0.723328720738,0.770270470883,0.770315197004,0.687400561728,0.740196350572,0.730009116896,0.731377712217,0.705913615306,0.705432784888,0.747010091642,0.776933145293,0.71016979679,0.697343986168,0.734936427901,0.668896718971,0.690790491318,0.792706392159,0.69002031937,0.742898003682,0.78139224662,0.677645687896,0.71500207894,0.66873816796,0.771535163565,0.758549962672,0.680933409563,0.719689391307,0.764345922591,0.788749636164
FSCORE,pm_cutoff_55,0.907853914206,0.0152515530892,0.884424977841,0.908326054201,0.895435371837,0.915134288935,0.906585172802,0.91892506868,0.909562622448,0.888917632438,0.90168910429,0.905386532129,0.905101955968,0.943067978563,0.91637385331,0.901044141076,0.895451807044,0.903365436774,0.912786013785,0.908774371389,0.921553500399,0.925602030927,0.93385628585,0.90758505079,0.924245804523,0.923679568514,0.916542157224,0.922118197761,0.905661336902,0.898158469795,0.898679286175,0.909733305317,0.896246184041,0.902265047428,0.920822893413,0.924231403074,0.881064971707,0.918959959795,0.912257161509,0.910743526234,0.898954414844,0.892227322613,0.910591068453,0.926072272394,0.89517577947,0.896134118654,0.90739406398,0.876213798302,0.889181650292,0.933375868457,0.889545562744,0.910180749487,0.930126455545,0.886491290851,0.890999655475,0.871233579907,0.920858324484,0.922915231219,0.893035550319,0.899999969983,0.921229837746,0.934939762242
FSCORE_IMPROVE,pm_cutoff_55,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.6000000000000001
Mode 0.6000000000000001 Iteration 0
Mode 0.6000000000000001 Iteration 20
Mode 0.6000000000000001 Iteration 40
Average Elapsed Time = 17.6838897387
CUT_RATIO,pm_cutoff_60,0.0947521549833,0.0154648772069,0.113053613054,0.111612175874,0.134292565947,0.117821782178,0.105960264901,0.104959630911,0.101910828025,0.0765815760266,0.0810185185185,0.0836236933798,0.104529616725,0.078677309008,0.093131548312,0.103377686796,0.0845771144279,0.110336817654,0.0855106888361,0.0736714975845,0.0911983032874,0.0956618464961,0.089010989011,0.0960929250264,0.104819277108,0.0967351874244,0.0916988416988,0.0851063829787,0.0683090705487,0.0998824911868,0.0817307692308,0.0912200684151,0.108140947752,0.0988056460369,0.0736607142857,0.0749724366042,0.0915576694411,0.123734533183,0.0801248699272,0.0799086757991,0.147058823529,0.0905172413793,0.0855949895616,0.0801832760596,0.0881006864989,0.0833333333333,0.110741971207,0.0787401574803,0.0891861761427,0.107249255214,0.110204081633,0.0823927765237,0.08,0.0895361380798,0.116121758737,0.0948905109489,0.116173120729,0.0980629539952,0.10011778563,0.0800942285041,0.0848952590959,0.0849162011173
EC,pm_cutoff_60,83.9833333333,14.4193061168,97,99,112,119,96,91,96,69,70,72,90,69,80,101,68,95,72,61,86,86,81,91,87,80,95,80,61,85,68,80,89,91,66,68,77,110,77,70,130,84,82,70,77,76,100,70,80,108,81,73,70,83,103,78,102,81,85,68,77,76
TCV,pm_cutoff_60,126.433333333,18.5798875729,145,148,158,169,139,134,141,114,114,104,133,102,130,154,105,141,115,96,125,125,124,139,135,119,141,119,100,128,103,121,131,133,101,106,117,157,116,100,198,130,122,112,122,113,138,111,119,142,125,111,116,125,151,119,140,126,137,112,119,116
LONELINESS,pm_cutoff_60,0.710354251825,0.0131969282309,0.689741974776,0.70210685714,0.694237357231,0.718069547121,0.718447559129,0.704487386337,0.708078852666,0.734188852964,0.715156039585,0.709301898788,0.72240918543,0.7179664542,0.719204301093,0.720274475556,0.705603504742,0.712040125276,0.716018241062,0.704032504631,0.722444457133,0.721598485117,0.72541006998,0.70903304998,0.708365790245,0.692776209762,0.736235887952,0.730058468229,0.715912746417,0.701307823611,0.712954584395,0.720045170032,0.691709230171,0.726685876837,0.706645439422,0.733618347195,0.684593008633,0.711619280609,0.721550841475,0.707802268174,0.69312356737,0.729705485805,0.710981019589,0.708172871727,0.707474250817,0.712150276018,0.700623292752,0.699018239166,0.716368803394,0.731771789179,0.669529677555,0.692503222208,0.718678088414,0.712263719326,0.710612166344,0.687204413236,0.70696157272,0.707140471398,0.695456930455,0.700114071953,0.715361829633,0.70430719733
QDS,pm_cutoff_60,0.477217933147,0.0229188892682,0.4427776463659674,0.4647227655898968,0.5073167240078756,0.47769112051863577,0.5001380767133111,0.4787590038173192,0.47253109546039196,0.4806572622774053,0.46332326504700383,0.47622004101415655,0.49238061171154485,0.5068276032206515,0.47876207907249047,0.43592034555951187,0.4930742454758443,0.48979936170452043,0.5020739293111914,0.4819986999162372,0.5311799727184215,0.4761437415602495,0.4726482156622737,0.4379338998040098,0.4790355673546696,0.4733347181984092,0.45284302646122937,0.4559016276236151,0.4773143356135742,0.4728984912865421,0.513547879682897,0.49455928799368415,0.48895833987281523,0.4489463700102951,0.43887896455189157,0.46706619203593963,0.4907813185855248,0.46535024567509037,0.5097291587519206,0.4561679509990344,0.46337050345563907,0.501015313742504,0.44582869497969546,0.5160453304914757,0.46399015730489507,0.4547609749833466,0.4469397680562606,0.4746278619330678,0.45753307372535956,0.46039155276874255,0.454574389116747,0.48016963557163694,0.4908992710725792,0.46033194847739406,0.5264619307122617,0.4933452036952051,0.5051274071623574,0.4495251662753442,0.4771020281578695,0.5246373786842784,0.4689008588786718,0.4693043583497979
CONDUCTANCE,pm_cutoff_60,0.046135459603,0.00844847772501,0.04280757465736393,0.05115834375980388,0.03551051749131302,0.0522796362400306,0.040558352625381155,0.04384777327257412,0.039410043616227054,0.05463868070710776,0.05696192317390038,0.045075927827573074,0.04968695448420608,0.06736614977838759,0.039858886577251,0.0510657855356033,0.042612065419131324,0.04945090424013608,0.05069177053067892,0.056552643553847454,0.04632664521857124,0.04746472096310671,0.053875484740976205,0.0578789100350464,0.05697247461204552,0.04562509593429502,0.050026784441103894,0.05401288298824592,0.04221448293333875,0.041846868377734735,0.05150010494950465,0.04532668255832767,0.04863970594215959,0.044382041384703606,0.0490677527500361,0.05639810092428297,0.03596595045401183,0.04134196364409084,0.0397443943503272,0.04404195739993847,0.03751177391337387,0.06591677466689404,0.05055656927627127,0.03068331218766034,0.042803885708758406,0.05267067417308049,0.04840313729766535,0.04278979072611861,0.050134534237093256,0.0518165052895357,0.02181443412867767,0.0398058123296058,0.04973385621792161,0.05775097430352735,0.045481197995599174,0.027513872951361498,0.0355171063166669,0.03922941779555594,0.038687483664957785,0.03829532762815624,0.04462174693800183,0.034202450343118425
MAXPERM,pm_cutoff_60,0.286422599382,0.0356963707304,0.2225876635514019,0.19715485046728973,0.2545294177693762,0.2834821290909091,0.33933779477611936,0.29119066729323306,0.24569119850187263,0.35995026355140186,0.2906228538899431,0.290834868173258,0.3144808676748582,0.29088129400749063,0.32826178947368423,0.2965860564663023,0.3054150208728653,0.3033100850661625,0.2784004800759013,0.25790527376425854,0.34000290825688073,0.3327076360225141,0.3073687126865672,0.2709208731343284,0.3166944906015038,0.2732739397363465,0.28775819999999996,0.2974401889908257,0.2941880339622642,0.25688665413533834,0.3003317164461248,0.3135647682242991,0.2530347857142857,0.30170690170132325,0.2661555939849624,0.29726593536121676,0.24653941651031894,0.2988112344045369,0.3587465357798165,0.2604736508538899,0.26639380925925926,0.3259268258426966,0.22742897943925233,0.3115783483146068,0.26670453283302065,0.26546893596986815,0.24861505838041428,0.2618660321361059,0.29599142857142857,0.3230005332103321,0.19610351417769373,0.23165969944341372,0.30823780000000006,0.2567704496268657,0.3515930979667283,0.24906782352941179,0.32375505313092984,0.27584808695652174,0.2949239092627599,0.3153684962121212,0.28487522947761196,0.2796835682242991
RBSE,pm_cutoff_60,0.0242446480685,0.00734293458424,0.03551401869158879,0.03364485981308411,0.022684310018903593,0.02909090909090909,0.024253731343283583,0.03383458646616541,0.03932584269662921,0.009345794392523364,0.020872865275142316,0.02071563088512241,0.020793950850661626,0.013108614232209739,0.020676691729323307,0.030965391621129327,0.024667931688804556,0.030245746691871456,0.022770398481973434,0.034220532319391636,0.012844036697247707,0.028142589118198873,0.022388059701492536,0.033582089552238806,0.03007518796992481,0.013182674199623353,0.025688073394495414,0.012844036697247707,0.016981132075471698,0.016917293233082706,0.01890359168241966,0.024299065420560748,0.03195488721804511,0.026465028355387523,0.016917293233082706,0.028517110266159697,0.03189493433395872,0.035916824196597356,0.01834862385321101,0.015180265654648957,0.037037037037037035,0.0149812734082397,0.024299065420560748,0.013108614232209739,0.024390243902439025,0.026365348399246705,0.02824858757062147,0.022684310018903593,0.018796992481203006,0.012915129151291513,0.03213610586011342,0.029684601113172542,0.022222222222222223,0.026119402985074626,0.024029574861367836,0.026565464895635674,0.03415559772296015,0.015122873345935728,0.030245746691871456,0.020833333333333332,0.014925373134328358,0.028037383177570093
NMI,pm_cutoff_60,0.777586158771,0.0343237826556,0.721299659711,0.798163730275,0.72477614633,0.766587762199,0.75947932685,0.799386541532,0.794477346049,0.769274641547,0.741297003156,0.734147521671,0.758451661168,0.857082326754,0.838501936014,0.74592204319,0.772962548527,0.796746638759,0.771363779826,0.767791854528,0.780504622905,0.812910381444,0.845575820178,0.717760634655,0.793407251813,0.800490243366,0.802774877121,0.840590441672,0.772424363827,0.774418527331,0.749798836308,0.727361863939,0.751064274364,0.752526375903,0.821613112108,0.79719359002,0.747437691738,0.730215169907,0.829510689757,0.776554650044,0.758000007496,0.739030209305,0.797754814793,0.80171143716,0.790696636834,0.797641653863,0.80006751445,0.744268337136,0.794202348236,0.803901986313,0.701418629467,0.756113224266,0.808267530314,0.760869149424,0.777456730851,0.78658274808,0.781050046052,0.803502786005,0.720106624465,0.785320952219,0.776783104662,0.828577168386
FSCORE,pm_cutoff_60,0.925862995573,0.013776053938,0.889715225635,0.933334359575,0.908329495801,0.927584436884,0.919472913568,0.935425285146,0.931450806779,0.92576019659,0.912844030158,0.911168277296,0.921296919265,0.953809616403,0.947932160369,0.916670756053,0.919672567391,0.929553855676,0.918266797157,0.920168052553,0.93234360239,0.943912969326,0.950184624858,0.903824777541,0.929864752825,0.93473114368,0.936109303755,0.95084211638,0.925195816849,0.928752326616,0.923003615148,0.903267646889,0.916618773175,0.915908808435,0.942270899317,0.935981322,0.903346662858,0.911294877619,0.950547330746,0.930024486677,0.917781675683,0.904945313476,0.93659004188,0.935073641537,0.928912901982,0.93161222616,0.930848062587,0.915369227122,0.925726157636,0.931949758583,0.897403277437,0.917405926764,0.939302081683,0.918699753465,0.921954338759,0.933909749404,0.922647935313,0.936336816334,0.911519284161,0.930214161487,0.924977979484,0.948117814066
FSCORE_IMPROVE,pm_cutoff_60,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.65
Mode 0.65 Iteration 0
Mode 0.65 Iteration 20
Mode 0.65 Iteration 40
Average Elapsed Time = 15.1257473071
CUT_RATIO,pm_cutoff_65,0.0937709438734,0.0147170454719,0.111888111888,0.110484780158,0.124700239808,0.115841584158,0.103752759382,0.102652825836,0.0997876857749,0.0843507214206,0.0833333333333,0.0847851335656,0.102206736353,0.0798175598632,0.0919674039581,0.100307062436,0.0907960199005,0.113821138211,0.0819477434679,0.0724637681159,0.0880169671262,0.0956618464961,0.0868131868132,0.0939809926082,0.0963855421687,0.0955259975816,0.0936293436293,0.0872340425532,0.0694288913774,0.103407755582,0.0913461538462,0.0820980615735,0.111786148238,0.102062975027,0.0725446428571,0.0716648291069,0.0856123662307,0.10911136108,0.0790842872008,0.0799086757991,0.150452488688,0.0905172413793,0.0887265135699,0.0813287514318,0.0881006864989,0.0822368421053,0.107419712071,0.0731158605174,0.0880713489409,0.105263157895,0.110204081633,0.079006772009,0.0742857142857,0.0906148867314,0.111612175874,0.0973236009732,0.104783599089,0.100484261501,0.102473498233,0.0824499411072,0.0848952590959,0.0826815642458
EC,pm_cutoff_65,83.1,13.7158059673,96,98,104,117,94,89,94,76,72,73,88,70,79,98,73,98,69,60,83,86,79,89,80,79,97,82,62,88,76,72,92,94,65,65,72,97,76,70,133,84,85,71,77,75,97,65,79,106,81,70,65,84,99,80,92,83,87,70,77,74
TCV,pm_cutoff_65,125.0,18.0111076839,138,149,152,163,137,130,137,124,115,105,132,104,132,152,112,146,110,94,121,127,122,135,123,117,139,119,101,133,114,116,134,136,100,101,107,150,115,102,201,126,122,114,121,112,132,101,117,139,119,109,110,127,146,123,125,129,137,116,119,111
LONELINESS,pm_cutoff_65,0.711031002777,0.0133009923541,0.690322530532,0.702519888355,0.694944376921,0.719629593043,0.719702303803,0.707320584437,0.709545235954,0.731815291985,0.71670337599,0.709402344924,0.720445027515,0.717569069557,0.718316967059,0.722000224299,0.703405745916,0.712138949324,0.71733704505,0.705664136152,0.72293552095,0.721467880334,0.726716782079,0.709464113275,0.711722217593,0.693070431795,0.738239839534,0.728988894806,0.716651015499,0.699921672986,0.711697782116,0.72199277623,0.689810055975,0.72716576794,0.707275870855,0.735540925079,0.688214380787,0.717186366727,0.722063852811,0.706834426961,0.692257450135,0.730122220297,0.711307173753,0.703832689713,0.708109551102,0.715669530122,0.702569884381,0.703002135773,0.715603248717,0.73280079489,0.671109934794,0.693013705483,0.722763100733,0.710913711191,0.706168496311,0.68609657109,0.71760168208,0.706117309535,0.695379479435,0.699684649491,0.715134010747,0.706859571685
QDS,pm_cutoff_65,0.47665818757,0.022641096831,0.43424591009694763,0.4759971903250236,0.49858575373414743,0.47785852474838686,0.5003030843628069,0.47583663300798373,0.4610071124060357,0.4930055754789299,0.4757983211791688,0.46319809709012744,0.49865631070700034,0.5115099522352006,0.48119358437537124,0.43873101405271286,0.4942218234038234,0.4949942320834508,0.49539566758495823,0.4847072790233786,0.5291198012503514,0.4798713836995524,0.47056072793770837,0.43977448087184207,0.4781930167467411,0.46667534146951595,0.4552192057392266,0.4532821819432782,0.4828522841987648,0.4770553322280744,0.5289239074604152,0.474564901361035,0.48897480117634656,0.45453159998657144,0.43733471231250864,0.4679248488988077,0.4756935214027044,0.46529322904011194,0.49886389476002757,0.45420718539262916,0.462483086613555,0.4980437768670161,0.4454026263785221,0.5119596138399081,0.46595542907075876,0.4592831981223243,0.4447845154898421,0.4839723975557782,0.45408327612530314,0.45855832660297835,0.45197030747480194,0.4717208287997438,0.490489234300577,0.4637820908958739,0.508745273018122,0.49635221737182106,0.4999342539329205,0.4576714292720518,0.4830537768481903,0.5286466627768622,0.4634075081242346,0.46502900094808614
CONDUCTANCE,pm_cutoff_65,0.0470720641323,0.00881591050885,0.04520109393025218,0.05204212110721396,0.03483824812329263,0.05608196404603551,0.04822771702392438,0.04317802845365678,0.038085508151697464,0.04786487902574118,0.05648840950159378,0.04332629474925401,0.04731074298715112,0.06738276575290368,0.040103348333732323,0.04814021857405584,0.04344981592244379,0.051431876752816935,0.05379693216607047,0.05664577325706805,0.04441863187950683,0.04774580308566175,0.05221883897405732,0.056894578172164034,0.06431984847957996,0.04311739533802397,0.05544496841935433,0.05511092619365051,0.04402550769218919,0.0417056602347465,0.04997928898477986,0.048896644799244056,0.04837112640648504,0.04659087225855703,0.04956659831839958,0.05624829347941133,0.03801131058858361,0.04835763618976726,0.04052690322068148,0.043211972815313235,0.03405154799846176,0.06807511155499424,0.05414208036724712,0.027534785871868108,0.04610105213749608,0.05382107335146823,0.05063201465337102,0.04995296150328189,0.05121180565572661,0.05689266129563034,0.027525407512071318,0.03975310067828895,0.04945141473297329,0.057460534159335185,0.04544473054316028,0.02440194500236476,0.03616024721795933,0.045215289081889765,0.041741072304873277,0.03827795800827745,0.04473348432860274,0.03338502658677669
MAXPERM,pm_cutoff_65,0.286426115765,0.0365986905526,0.20188812710280374,0.20297028037383177,0.2640173837429111,0.2748347345454546,0.34123477052238804,0.3070474041353384,0.24035309737827718,0.3634456953271028,0.2947926299810247,0.2881662504708098,0.319331224952741,0.2922858689138577,0.3304372781954887,0.30219717304189436,0.3038971233396585,0.30811972589792064,0.2750798311195446,0.2574513307984791,0.33966421100917427,0.3359874821763602,0.32108400559701494,0.2786500018656716,0.3107683590225564,0.26296013370998117,0.2853250660550459,0.2929144073394495,0.29717499999999997,0.25972386842105266,0.3086447429111532,0.31680304672897197,0.25832915977443605,0.30607274102079396,0.26427593045112785,0.2995541216730038,0.24645677673545965,0.307604179584121,0.3447648,0.2531150948766604,0.2658546462962963,0.32867620786516855,0.2193263981308411,0.2918893632958801,0.26630924202626644,0.2738490734463277,0.24463653107344632,0.27366734404536863,0.2840865375939849,0.320093053505535,0.1918620812854442,0.22603734693877547,0.3194160666666666,0.25770320335820895,0.3132360813308687,0.2506809962049336,0.3400310341555977,0.28430068620037807,0.2959837069943289,0.31388470265151514,0.28786354850746265,0.2787560355140187
RBSE,pm_cutoff_65,0.0229310887407,0.00659914326604,0.03177570093457944,0.028037383177570093,0.020793950850661626,0.02909090909090909,0.020522388059701493,0.03007518796992481,0.035580524344569285,0.011214953271028037,0.017077798861480076,0.01694915254237288,0.024574669187145556,0.013108614232209739,0.018796992481203006,0.029143897996357013,0.028462998102466792,0.030245746691871456,0.026565464895635674,0.03231939163498099,0.012844036697247707,0.02626641651031895,0.020522388059701493,0.029850746268656716,0.02631578947368421,0.013182674199623353,0.023853211009174313,0.012844036697247707,0.016981132075471698,0.018796992481203006,0.022684310018903593,0.016822429906542057,0.03571428571428571,0.026465028355387523,0.015037593984962405,0.022813688212927757,0.0300187617260788,0.024574669187145556,0.01834862385321101,0.017077798861480076,0.037037037037037035,0.016853932584269662,0.024299065420560748,0.02247191011235955,0.020637898686679174,0.01694915254237288,0.026365348399246705,0.017013232514177693,0.020676691729323307,0.01107011070110701,0.03213610586011342,0.025974025974025976,0.014814814814814815,0.026119402985074626,0.027726432532347505,0.030360531309297913,0.018975332068311195,0.015122873345935728,0.02835538752362949,0.022727272727272728,0.016791044776119403,0.028037383177570093
NMI,pm_cutoff_65,0.807430290479,0.0310708144228,0.767115733771,0.819068803965,0.778355329406,0.80447096186,0.79010541597,0.829557103459,0.845296642241,0.819560512183,0.806027902685,0.776689057659,0.798524770747,0.854074110085,0.87534711236,0.761920002601,0.813955372525,0.808166002249,0.823125773468,0.798456168261,0.804599332449,0.826888883118,0.836167763199,0.765901993087,0.833006556745,0.793732595543,0.830706962946,0.859491895059,0.775124581671,0.797201556734,0.77334889701,0.849393204209,0.772248875888,0.787572532993,0.835618943285,0.814371413079,0.810635203512,0.783729959831,0.861269530244,0.781301962367,0.764427907927,0.769469599732,0.833606457168,0.829639977831,0.802362674747,0.828376295039,0.832140085483,0.790096766427,0.782485898095,0.864808303656,0.782847432705,0.779868644336,0.858733997588,0.789088444321,0.788657814963,0.797134386564,0.856774780263,0.790066130713,0.730686488697,0.779885033693,0.795504330903,0.837026559418
FSCORE,pm_cutoff_65,0.938063956497,0.0117865141615,0.916583508331,0.940885840423,0.924975457935,0.942077542216,0.935110938211,0.948067156053,0.951299393841,0.938775655991,0.934144742087,0.931155507439,0.936242951755,0.951989757346,0.960861616823,0.922260698726,0.93605818291,0.93543163155,0.943838367804,0.93158747236,0.939818616568,0.947402573785,0.949881758988,0.922397795797,0.947826620962,0.932522377943,0.948860150024,0.956518629321,0.927213073356,0.936247501695,0.930745652058,0.950527006498,0.92362208749,0.927200357914,0.947829859942,0.943504162681,0.935003815675,0.934192120142,0.959665959982,0.930032810516,0.92105138194,0.91997999776,0.951668149948,0.947943565872,0.935711780256,0.943029185812,0.945664310527,0.936092524413,0.925480896127,0.958352102101,0.93057666854,0.928338095174,0.959461853086,0.931638388289,0.925301064415,0.934157120042,0.958448503669,0.937989005954,0.91210012719,0.924493477895,0.932283499605,0.951716338037
FSCORE_IMPROVE,pm_cutoff_65,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.7000000000000001
Mode 0.7000000000000001 Iteration 0
Mode 0.7000000000000001 Iteration 20
Mode 0.7000000000000001 Iteration 40
Average Elapsed Time = 15.0884797057
CUT_RATIO,pm_cutoff_70,0.0936031010519,0.0155132274858,0.107226107226,0.104847801578,0.141486810552,0.112871287129,0.110375275938,0.104959630911,0.0976645435244,0.0810210876804,0.0833333333333,0.0894308943089,0.102206736353,0.078677309008,0.0919674039581,0.0992835209826,0.0883084577114,0.106852497096,0.0771971496437,0.0700483091787,0.0795334040297,0.100111234705,0.0901098901099,0.102428722281,0.1,0.0967351874244,0.0926640926641,0.0808510638298,0.070548712206,0.0998824911868,0.0877403846154,0.0877993158495,0.110571081409,0.100977198697,0.0736607142857,0.0683572216097,0.0879904875149,0.110236220472,0.0790842872008,0.0799086757991,0.147058823529,0.0905172413793,0.0845511482255,0.0836197021764,0.0926773455378,0.0767543859649,0.106312292359,0.0719910011249,0.0869565217391,0.106256206554,0.10612244898,0.079006772009,0.072,0.0895361380798,0.111612175874,0.0973236009732,0.112756264237,0.10411622276,0.0977620730271,0.0836277974087,0.0859977949283,0.0826815642458
EC,pm_cutoff_70,82.9333333333,14.2312644866,92,93,118,114,100,91,92,73,72,77,88,69,79,97,71,92,65,58,75,90,82,97,83,80,96,76,63,85,73,77,91,93,66,62,74,98,76,70,130,84,81,73,81,70,96,64,78,107,78,70,63,83,99,80,99,86,83,71,78,74
TCV,pm_cutoff_70,124.783333333,18.7306270287,136,147,165,163,140,134,134,119,117,112,130,101,131,155,108,136,103,90,112,127,125,147,127,119,137,112,102,130,109,119,133,137,102,98,111,151,116,104,196,126,117,116,128,105,133,101,114,142,115,110,106,124,147,121,137,130,134,115,118,113
LONELINESS,pm_cutoff_70,0.711052274839,0.0130111473616,0.694479902179,0.702423440509,0.693913579486,0.722333236172,0.719611606071,0.706106323438,0.711453649986,0.732930287963,0.71535791622,0.707122496272,0.721157263978,0.717735768576,0.718856882751,0.720341108707,0.703312397253,0.717127015716,0.720331217987,0.706322066021,0.726459623419,0.719653330676,0.723160983048,0.705204953375,0.710965756615,0.693819191667,0.737965806898,0.730347079055,0.716259592767,0.700026176274,0.711900323729,0.722867234803,0.692489566697,0.723970222937,0.705039814778,0.738188101024,0.687871166362,0.715342584615,0.720538248288,0.705273592376,0.694865424068,0.730010979683,0.710405294951,0.704211743961,0.704721169785,0.717570165907,0.702496532941,0.701719254677,0.715307084163,0.730475188183,0.673963115195,0.69229225119,0.724574638123,0.713970233682,0.70758591768,0.688073384757,0.707821290799,0.704863984892,0.697688030245,0.700526945839,0.715086769593,0.706647581332
QDS,pm_cutoff_70,0.47740095934,0.0227948599392,0.4465400541471919,0.4831725365339904,0.5033814524624245,0.47518157322928717,0.5066156038777812,0.4806484319396542,0.46394198529989833,0.4907094124674758,0.466463796784648,0.49033958639771447,0.4876393872498047,0.5065459988208952,0.48042869523935927,0.4436805238257248,0.4944442593541671,0.4920235474829339,0.4857519160123929,0.484977144129702,0.5233957980311521,0.47721129297397274,0.4660536997445843,0.44121625517076674,0.47191164997492846,0.47271223722380384,0.4546931142374022,0.4504085816763892,0.48233877401387654,0.471857308168262,0.5262928976419439,0.485661740953758,0.490910005747544,0.4562238001564637,0.43323851908208466,0.46859743408584165,0.49063957513613515,0.4635672862977317,0.5070407801548277,0.455415408334542,0.4603230020791864,0.49655790144104395,0.4426315781850145,0.526594534398346,0.4737021147247696,0.459795919414415,0.4501350891037229,0.48181826665295413,0.4486543168037648,0.4605805201670737,0.4439220810639408,0.47179009777281694,0.48839358950685974,0.46717980602982184,0.5133916119729034,0.4915829676135008,0.49745748122476696,0.4610015954821598,0.4767705467170318,0.5329793421344755,0.4610422320328515,0.46588090179378766
CONDUCTANCE,pm_cutoff_70,0.0468551660601,0.00856234839675,0.04446420190051612,0.05313761468979385,0.03065403176582753,0.04865074278449502,0.04772076936487007,0.04181899327719085,0.04280550879160691,0.04268940782111909,0.055063169724898456,0.04280547307705123,0.04408315018520789,0.06718476088064271,0.03887471710130615,0.0527786140827312,0.04355339732720171,0.05769628993466279,0.0496395810851742,0.05908424685941341,0.04754468167666174,0.04676089700088389,0.04850134425458488,0.05545529002721694,0.058225134972759274,0.044881830500722135,0.05181488456904468,0.05146911980943828,0.043121543559358676,0.04226793228818879,0.04977092704159678,0.05052063210583777,0.047046150202887826,0.046141647551692366,0.05226364935618295,0.057873843107698386,0.03784946412908171,0.04654004035069333,0.04290296952249725,0.04207753517288386,0.035073530543476505,0.06804472035702189,0.0556134847344888,0.030369723848333974,0.04703364555751886,0.058668481741075994,0.05060340503380204,0.0480533948061389,0.045643692672385244,0.05444093004303885,0.025975261019163823,0.03622203385904291,0.05075329605689622,0.06252219774743158,0.04452549541427661,0.03534300017270931,0.033932675777572294,0.047519336296868095,0.03787989491927672,0.036487012057960656,0.04350979935147572,0.03736076374353002
MAXPERM,pm_cutoff_70,0.287143144726,0.035533257162,0.23841000934579443,0.20625432523364487,0.2618829149338375,0.28651287272727277,0.3466505671641791,0.3005145958646616,0.23804449438202246,0.3584216953271028,0.2995524724857685,0.2997018964218456,0.31701792438563325,0.29234864232209734,0.33361689473684214,0.3045551092896175,0.2991533415559773,0.30928561625708884,0.27498476470588235,0.25070176045627374,0.34415707155963304,0.32897618949343344,0.3037238302238806,0.2758646735074627,0.3174817255639098,0.2711981619585687,0.29633183486238535,0.29435378348623853,0.29509835471698115,0.25801875,0.31307671644612484,0.32497613457943925,0.26446948684210525,0.3013099962192817,0.24798555639097744,0.3042265893536122,0.2506462945590995,0.30915025141776936,0.3423271394495413,0.25264065464895635,0.26660424444444447,0.32545215917602993,0.2168374953271028,0.2984255243445692,0.2625561369606004,0.2743511092278719,0.24787145574387948,0.275715247637051,0.2880967330827068,0.3173861070110701,0.19220885822306236,0.22898182931354358,0.3178731111111111,0.25395181902985076,0.331716628465804,0.25142026185958255,0.3224892808349146,0.27184658412098295,0.2961440283553875,0.31998519886363636,0.27478702052238807,0.2802647570093458
RBSE,pm_cutoff_70,0.0231238485564,0.00678745576446,0.028037383177570093,0.026168224299065422,0.026465028355387523,0.02181818181818182,0.027985074626865673,0.03007518796992481,0.031835205992509365,0.011214953271028037,0.018975332068311195,0.02071563088512241,0.026465028355387523,0.013108614232209739,0.020676691729323307,0.029143897996357013,0.026565464895635674,0.024574669187145556,0.020872865275142316,0.034220532319391636,0.011009174311926606,0.03564727954971857,0.026119402985074626,0.03731343283582089,0.02631578947368421,0.011299435028248588,0.02018348623853211,0.011009174311926606,0.016981132075471698,0.016917293233082706,0.022684310018903593,0.014953271028037384,0.03195488721804511,0.03213610586011342,0.015037593984962405,0.019011406844106463,0.02626641651031895,0.026465028355387523,0.022018348623853212,0.017077798861480076,0.03333333333333333,0.018726591760299626,0.028037383177570093,0.020599250936329586,0.02626641651031895,0.015065913370998116,0.030131826741996232,0.015122873345935728,0.018796992481203006,0.012915129151291513,0.030245746691871456,0.02411873840445269,0.012962962962962963,0.024253731343283583,0.031423290203327174,0.024667931688804556,0.03225806451612903,0.01890359168241966,0.026465028355387523,0.022727272727272728,0.016791044776119403,0.024299065420560748
NMI,pm_cutoff_70,0.84364061518,0.0273991494173,0.822561782772,0.873692953414,0.80016103431,0.824452832834,0.847104408916,0.852947617467,0.8404965094,0.860830966203,0.805394226272,0.795841933613,0.808178688004,0.886438542727,0.869118790547,0.823375747134,0.819044672817,0.876409326237,0.844105033707,0.831443705181,0.861422545609,0.878329778775,0.849939877685,0.834169086362,0.860327005519,0.813877777738,0.887470796986,0.896930367437,0.818022541907,0.841512936654,0.816651064179,0.815588054027,0.827395532801,0.810124781046,0.877611013379,0.887493558057,0.841838506087,0.837518813293,0.896168003201,0.832725120964,0.808908221232,0.814036577581,0.850040254608,0.859712654615,0.860831538145,0.885697102229,0.850067581735,0.819115007702,0.824305339098,0.884877073499,0.833325369395,0.806913688793,0.865375375047,0.870162301158,0.83497493815,0.862325499695,0.83309799486,0.810850317276,0.83086331582,0.858871637615,0.809227225933,0.878141963354
FSCORE,pm_cutoff_70,0.951929729938,0.0102464485408,0.938749066712,0.961364780978,0.931266012127,0.949179725407,0.95544780928,0.955476068402,0.951407492048,0.955163349081,0.936041143466,0.937054641102,0.94183202847,0.964834529658,0.960789451717,0.946110421263,0.940069787529,0.962784048387,0.954879370777,0.945154961022,0.96146007092,0.966229114368,0.953797884774,0.944768835612,0.957288253132,0.940071840399,0.967023091243,0.970828573298,0.943910341071,0.953056207262,0.947411071797,0.939257228893,0.947574340741,0.940134776004,0.964392693225,0.969754413444,0.947856086466,0.95123099265,0.972516465335,0.948979802587,0.93590441824,0.938388153859,0.957092099086,0.957414763812,0.957399827585,0.968268394225,0.953329403077,0.947378153275,0.943844056619,0.963620103175,0.949470728681,0.939476881521,0.961370579378,0.959364131903,0.94871705601,0.960232774385,0.94917759389,0.940032140314,0.949432391519,0.958344429434,0.937658773774,0.964720171839
FSCORE_IMPROVE,pm_cutoff_70,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.75
Mode 0.75 Iteration 0
Mode 0.75 Iteration 20
Mode 0.75 Iteration 40
Average Elapsed Time = 14.8351405541
CUT_RATIO,pm_cutoff_75,0.0930610937698,0.0151062438531,0.108391608392,0.104847801578,0.130695443645,0.110891089109,0.111479028698,0.102652825836,0.0976645435244,0.0843507214206,0.0833333333333,0.0905923344948,0.0940766550523,0.0798175598632,0.093131548312,0.0972364380757,0.0870646766169,0.109175377468,0.0807600950119,0.0676328502415,0.0795334040297,0.101223581758,0.0879120879121,0.102428722281,0.0975903614458,0.093107617896,0.0916988416988,0.0808510638298,0.0727883538634,0.101057579318,0.0865384615385,0.0820980615735,0.111786148238,0.106406080347,0.0747767857143,0.0650496141125,0.0832342449465,0.105736782902,0.0780437044745,0.0821917808219,0.141402714932,0.0862068965517,0.0835073068894,0.0824742268041,0.0938215102975,0.0789473684211,0.106312292359,0.0697412823397,0.0858416945373,0.109235352532,0.110204081633,0.0733634311512,0.0708571428571,0.0873786407767,0.109357384442,0.0985401459854,0.112756264237,0.102905569007,0.108362779741,0.0848056537102,0.0859977949283,0.0837988826816
EC,pm_cutoff_75,82.45,13.8941534467,93,93,109,112,101,89,92,76,72,78,81,70,80,95,70,94,68,56,75,91,80,97,81,77,95,76,65,86,72,72,92,98,67,59,70,94,75,72,125,80,80,72,82,72,96,62,77,110,81,65,62,81,97,81,99,85,92,72,78,75
TCV,pm_cutoff_75,123.966666667,18.5058249088,136,147,157,156,143,131,134,125,115,112,119,103,134,151,106,141,107,86,114,129,123,147,124,114,135,111,104,132,110,114,135,144,103,92,104,145,113,105,189,120,115,115,130,107,131,97,113,147,120,102,104,121,143,123,137,129,145,117,120,112
LONELINESS,pm_cutoff_75,0.711123761735,0.0134158319055,0.692823648345,0.701451074004,0.695224314923,0.722716025836,0.718911350231,0.70713025282,0.711453649986,0.732138315026,0.715060395471,0.703307114173,0.724050462257,0.717338383934,0.717108619938,0.721164202307,0.705580147788,0.715447145434,0.718665946047,0.708241006475,0.725108580142,0.718148580528,0.724412580326,0.704067276339,0.711491720248,0.695829073902,0.738416835726,0.731420317606,0.7154588845,0.700478804202,0.709402667149,0.723968646944,0.691875705037,0.724839071068,0.704367748094,0.740181579007,0.690610693597,0.719142125366,0.72171777245,0.703523575886,0.693794434666,0.730762423877,0.711398144295,0.704504313061,0.706635238193,0.716437555303,0.70188447428,0.703737797213,0.717198556558,0.728299617471,0.670211709706,0.692081689178,0.726209966254,0.714415729358,0.709956083672,0.685913578803,0.710451517834,0.704941386784,0.693597665065,0.70084841054,0.716047822093,0.705823296799
QDS,pm_cutoff_75,0.476236331268,0.023983020893,0.4394590079145196,0.48683966631227604,0.5014194363989303,0.4697022296253186,0.5166001268744513,0.4776144272666131,0.46394198529989833,0.49350979150194946,0.47233985886765206,0.4736670020354715,0.48257134586915307,0.5115947344740285,0.4801625643477458,0.43231105251433755,0.48768413210699263,0.49369847996212196,0.48144271462213883,0.48947873383403645,0.5155769775936687,0.4748122898750089,0.4734303266615414,0.43630662725742164,0.47600193417007974,0.47515207412161836,0.44752633126447156,0.46390083776047847,0.4813201304065992,0.47240762348627247,0.5263121443013129,0.479693245594541,0.4925972025348539,0.46224417632721165,0.4254597394516478,0.4667056297119969,0.4846841432853003,0.4676111396921909,0.5066174653428331,0.4542675594069467,0.4536838114788474,0.49004074428598754,0.4386103255920418,0.5272195435289214,0.4732314566969186,0.4537914029909192,0.4510278083473879,0.4762787821908937,0.45101473129964587,0.461791978015508,0.44392143859118727,0.4700593580398737,0.4866396130400399,0.4626417495604245,0.5123790505991098,0.48689509678334886,0.4954065702958121,0.4515634970936479,0.48078332887133546,0.5413923941428835,0.46570187522595574,0.4634404313222271
CONDUCTANCE,pm_cutoff_75,0.0476277877662,0.00900823050589,0.04328845960729178,0.05341966222968317,0.031802589860725684,0.053983020036672935,0.051396217998512066,0.04018741050130865,0.04280550879160691,0.04850347914448896,0.05735089913040386,0.04027594558902892,0.044014682371691864,0.06739182494369154,0.03796819917621711,0.0521280066459374,0.04284250936321132,0.05428681239012879,0.048085195330028925,0.06418262265221854,0.04492739703219157,0.048004614935930875,0.05233146270214569,0.05427318784851462,0.0622147837759487,0.04177342320343537,0.048801253167809394,0.05639351367975141,0.04158520600266388,0.04329425278743991,0.04994265472797155,0.04907530693690043,0.045209788473126206,0.045324546178213874,0.04624682344730325,0.05522125761377402,0.04114312932044693,0.05145944286407772,0.04368310590030512,0.044163073110354945,0.039439059887616756,0.07393342437672272,0.06011038655497498,0.03043713961905575,0.04446356080516568,0.05522009181416373,0.05355856466774596,0.05050330629597287,0.04992710406151267,0.05627024065598123,0.023029402247398193,0.040191591619089896,0.051004550555150165,0.061372249561036187,0.045362189425498314,0.03945287762109152,0.03451662270423074,0.04249410312060723,0.041895526862214774,0.03947605363364542,0.05119256859414034,0.034835381818284716
MAXPERM,pm_cutoff_75,0.286346820827,0.0364496071308,0.22715399813084108,0.20360625046728975,0.2688408431001891,0.2755896109090909,0.344691598880597,0.3123173195488722,0.23804449438202246,0.3677361962616822,0.28643136242884254,0.28578069868173256,0.31767566918714557,0.2937529850187266,0.33597680827067666,0.2968133515482696,0.3017780834914611,0.3077421928166351,0.27436610056926,0.25703925285171103,0.33239265137614676,0.3211724634146341,0.31506034141791045,0.2724417444029851,0.3177278571428571,0.2725470037664784,0.2948028256880734,0.2979675100917431,0.296726320754717,0.261824787593985,0.30734829867674857,0.3224763009345794,0.2652615657894737,0.30323103591682415,0.23880831015037593,0.3075075171102662,0.2593369343339587,0.3136696219281663,0.34293872477064224,0.25381072865275145,0.26401051481481486,0.32344801872659174,0.2143397514018692,0.2987379925093633,0.2708710300187617,0.275355604519774,0.24760485875706217,0.27043265784499054,0.2899449793233082,0.3159872380073801,0.1865376918714556,0.21886941743970317,0.32142195370370374,0.2513557369402985,0.327581876155268,0.24661323149905123,0.3269712314990512,0.2861595330812854,0.2827126899810964,0.3164572727272727,0.2777885223880597,0.2752180859813084
RBSE,pm_cutoff_75,0.0231227229683,0.00749865166477,0.03177570093457944,0.028037383177570093,0.022684310018903593,0.025454545454545455,0.027985074626865673,0.02631578947368421,0.031835205992509365,0.009345794392523364,0.018975332068311195,0.022598870056497175,0.015122873345935728,0.013108614232209739,0.020676691729323307,0.029143897996357013,0.022770398481973434,0.026465028355387523,0.024667931688804556,0.03231939163498099,0.012844036697247707,0.03564727954971857,0.024253731343283583,0.03917910447761194,0.02443609022556391,0.011299435028248588,0.02018348623853211,0.007339449541284404,0.018867924528301886,0.015037593984962405,0.026465028355387523,0.014953271028037384,0.03195488721804511,0.034026465028355386,0.016917293233082706,0.017110266159695818,0.024390243902439025,0.020793950850661626,0.02018348623853211,0.020872865275142316,0.03888888888888889,0.016853932584269662,0.024299065420560748,0.018726591760299626,0.0225140712945591,0.018832391713747645,0.032015065913371,0.015122873345935728,0.015037593984962405,0.016605166051660517,0.035916824196597356,0.02411873840445269,0.009259259259259259,0.024253731343283583,0.029574861367837338,0.028462998102466792,0.028462998102466792,0.020793950850661626,0.034026465028355386,0.022727272727272728,0.014925373134328358,0.029906542056074768
NMI,pm_cutoff_75,0.87546803951,0.0244322855328,0.864502306765,0.902174432797,0.831662853188,0.872842996031,0.850833233491,0.895988207349,0.848437878691,0.882914346232,0.866342007505,0.883949075783,0.86696875002,0.901373878198,0.911759521159,0.858095275274,0.869856855155,0.88722566046,0.907783958821,0.865485880426,0.893365553816,0.909560386356,0.894214532247,0.86301328906,0.877029983173,0.849150716158,0.898137608551,0.907349133166,0.838275268167,0.853444685798,0.814100654075,0.902506813145,0.846777178217,0.859338410124,0.887234865073,0.906008511601,0.876251092987,0.872593971459,0.901583190772,0.849343647875,0.860764829666,0.899732195027,0.881354975603,0.872575385089,0.897957928442,0.894336121999,0.904000203956,0.875658167483,0.86261930743,0.891890180742,0.853587990574,0.845449590739,0.918618164037,0.90866573176,0.873096675084,0.852410506739,0.890867997712,0.825498905953,0.855684395427,0.891113673228,0.829710512954,0.875012321789
FSCORE,pm_cutoff_75,0.963451440213,0.00812576052157,0.959404472962,0.970575352719,0.945843278382,0.965532888791,0.95738612032,0.970259019804,0.953185223801,0.96478122501,0.960347604968,0.968238103329,0.960675004451,0.972162960857,0.975694782894,0.956697309418,0.956884249684,0.96654279281,0.975394146495,0.958330516943,0.972482720566,0.973771546764,0.97023006297,0.957486660414,0.962637263396,0.954986813748,0.968915115666,0.974561926963,0.95133911529,0.958763310128,0.945497522272,0.970446142386,0.954954158845,0.957028565055,0.968143731767,0.975352966302,0.962763373792,0.962487890588,0.97439235773,0.956587404743,0.957920129623,0.970059538881,0.968269791069,0.962896571022,0.970354747369,0.96834794761,0.97185968858,0.968046345351,0.958727514967,0.967372123715,0.953107478376,0.955975436901,0.977860201251,0.972146593812,0.963435969337,0.958295287917,0.969833478755,0.949261834494,0.954930823279,0.966163776832,0.946694019226,0.964763411371
FSCORE_IMPROVE,pm_cutoff_75,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.8
Mode 0.8 Iteration 0
Mode 0.8 Iteration 20
Mode 0.8 Iteration 40
Average Elapsed Time = 15.1191971183
CUT_RATIO,pm_cutoff_80,0.0928514848706,0.0152638063109,0.108391608392,0.103720405862,0.13309352518,0.114851485149,0.111479028698,0.103806228374,0.0997876857749,0.0843507214206,0.0833333333333,0.0952380952381,0.0940766550523,0.0809578107184,0.093131548312,0.0972364380757,0.0870646766169,0.106852497096,0.0795724465558,0.0640096618357,0.0816542948038,0.101223581758,0.0868131868132,0.0992608236536,0.101204819277,0.0955259975816,0.0907335907336,0.0787234042553,0.0750279955207,0.0998824911868,0.0817307692308,0.0855188141391,0.111786148238,0.103148751357,0.0725446428571,0.0672546857773,0.0820451843044,0.10461192351,0.0780437044745,0.0799086757991,0.139140271493,0.0883620689655,0.0824634655532,0.0813287514318,0.0926773455378,0.0767543859649,0.107419712071,0.0708661417323,0.0836120401338,0.106256206554,0.102040816327,0.0722347629797,0.0685714285714,0.0895361380798,0.111612175874,0.0961070559611,0.110478359909,0.105326876513,0.113074204947,0.0836277974087,0.0882028665932,0.0837988826816
EC,pm_cutoff_80,82.2833333333,14.1162927932,93,92,111,116,101,90,94,76,72,82,81,71,80,95,70,92,67,53,77,91,79,94,84,79,94,74,67,85,68,75,92,95,65,61,69,93,75,70,123,82,79,71,81,70,97,63,75,107,75,64,60,83,99,79,97,87,96,71,80,75
TCV,pm_cutoff_80,123.5,18.8091289892,137,145,159,163,139,132,137,126,115,116,117,105,133,149,107,137,104,80,118,130,121,142,129,116,134,109,107,131,104,118,134,138,100,95,102,143,115,101,187,124,116,113,128,104,129,99,110,142,113,100,100,125,146,119,133,133,151,116,121,113
LONELINESS,pm_cutoff_80,0.711423066906,0.0132304116796,0.694026269286,0.701910533276,0.694233251468,0.720829514029,0.718107922491,0.706389959879,0.71059594566,0.729481159946,0.715060395471,0.704871330273,0.725176440442,0.715966811875,0.717791686157,0.72350810833,0.706014282183,0.716859180484,0.720230411158,0.711122124641,0.722585167027,0.720399280943,0.725519314402,0.706769241883,0.709619148367,0.694849579229,0.738615867205,0.733016927999,0.714226056086,0.699279879362,0.715507070249,0.721743537431,0.69193893573,0.726207622526,0.706416543123,0.740165041376,0.691418486333,0.720251518879,0.721758807657,0.705783528684,0.695935859021,0.729217727728,0.712168768667,0.70468743212,0.707096421516,0.716590474607,0.701447773354,0.702353261336,0.717921224209,0.728149629722,0.671274119736,0.693228259971,0.727452149669,0.712590673032,0.708514998383,0.690058604722,0.712073992345,0.70528391228,0.688922283421,0.702252234778,0.714156852784,0.705760479394
QDS,pm_cutoff_80,0.476420720216,0.0242161921159,0.4373223227679641,0.48558631668888697,0.5003576471453774,0.48071329330680856,0.515187003609766,0.47834326855306913,0.46442171980673724,0.49536367261206626,0.47238261624853184,0.495309735269882,0.4755896869918619,0.5088632263997599,0.47937530178634097,0.44879740607943036,0.48632377027822293,0.49117726984103294,0.4976492059848209,0.4859539910111943,0.5169859918917485,0.4811761818215969,0.4650269020603121,0.43359859016908636,0.46996803646433327,0.47322570211172754,0.4465359284165454,0.4596215217998618,0.4813517253108022,0.4714168951242015,0.5279627171538133,0.47792803199935496,0.4971877848005661,0.45448254242434155,0.42825052525269525,0.4657835021033847,0.47389025504714366,0.46306016174089265,0.5074298513871137,0.4605892989559028,0.4665454057986335,0.4940328816782594,0.45014181337656856,0.5261605745720688,0.4670666158131435,0.454022541618831,0.4437736987697615,0.476449598438315,0.4425678449632157,0.4551392776840924,0.43892234245810174,0.4747750604803128,0.4843968850384278,0.46618503365796143,0.5188546043722988,0.494906051528681,0.4991349180915533,0.4608563454537357,0.4698712380321337,0.5347245683814039,0.4513945565861828,0.46113175576592264
CONDUCTANCE,pm_cutoff_80,0.04746248706,0.00853132329354,0.04530965326580813,0.05281388571486293,0.031106712905474017,0.05505933396377258,0.05137720745572687,0.04297225536801345,0.04202740734477719,0.0445225299211337,0.057790462732141,0.04408712936034343,0.048096235237570305,0.06691165907939393,0.03435941322776011,0.06122017398269991,0.043748911867815106,0.05570286185462679,0.047765897327097497,0.06292055648057389,0.04433982088751863,0.04736360859607402,0.04962600853303425,0.051637779533523304,0.05469308158995227,0.046075145555783834,0.0496864121987086,0.05308713529623138,0.04161976084137459,0.042188905314633915,0.047927155962745445,0.0518798122389847,0.04881214936798825,0.04420162152516488,0.05174230349644734,0.059086932723511995,0.04497837265208858,0.04735396741422071,0.04383219575744608,0.04732656724878525,0.04779982591360455,0.06568603863923517,0.05589171620619295,0.032462874830964446,0.04280956982087192,0.05454076502743048,0.052012198260703885,0.050234209845317825,0.04710223858443722,0.0543350655480362,0.02316990623971035,0.044864269565893906,0.05317869382622174,0.061242636861707854,0.04399541699222842,0.0400716096247299,0.03290159728102377,0.04084059469455379,0.04219950737985755,0.03632824057686339,0.03730671828744358,0.033524505772130384
MAXPERM,pm_cutoff_80,0.2869085601,0.0360598129438,0.23608672710280373,0.20479933457943925,0.27119258223062387,0.29463696727272726,0.34220402425373136,0.3069748853383458,0.2352034531835206,0.36082047289719626,0.28645462618595824,0.2959908870056497,0.315074640831758,0.29266048689138574,0.33652693609022555,0.3061005519125683,0.3072177058823529,0.3077125179584121,0.27782895256166984,0.2599226673003802,0.33272308807339446,0.3305971238273921,0.3071620708955224,0.2751926343283582,0.3091350187969925,0.2769876836158192,0.2944621559633028,0.3027401394495413,0.2997173867924528,0.25425942481203007,0.3205177051039697,0.32129242056074764,0.26621068045112783,0.3061994593572779,0.2479861052631579,0.30863066920152094,0.250436521575985,0.3165118941398866,0.3424188899082569,0.2542856299810247,0.26306410740740743,0.32492093632958796,0.2249889252336449,0.3003456048689139,0.2693074240150094,0.2726251902071563,0.24240558192090392,0.2685426899810964,0.28579725187969923,0.3093652361623616,0.18765093572778827,0.22146639332096474,0.3195701111111111,0.2510450242537314,0.3350127800369686,0.2555632770398482,0.32289958444022765,0.2962010964083176,0.2611109111531191,0.3177124583333333,0.25622694029850746,0.27381602429906543
RBSE,pm_cutoff_80,0.0232119670336,0.00698323140174,0.029906542056074768,0.028037383177570093,0.026465028355387523,0.03090909090909091,0.03171641791044776,0.02819548872180451,0.033707865168539325,0.014953271028037384,0.018975332068311195,0.02448210922787194,0.017013232514177693,0.0149812734082397,0.020676691729323307,0.025500910746812388,0.024667931688804556,0.026465028355387523,0.022770398481973434,0.026615969581749048,0.01651376146788991,0.03377110694183865,0.024253731343283583,0.03544776119402985,0.02443609022556391,0.015065913370998116,0.02018348623853211,0.007339449541284404,0.018867924528301886,0.016917293233082706,0.015122873345935728,0.018691588785046728,0.03195488721804511,0.03213610586011342,0.013157894736842105,0.015209125475285171,0.0225140712945591,0.022684310018903593,0.01834862385321101,0.018975332068311195,0.03333333333333333,0.018726591760299626,0.026168224299065422,0.018726591760299626,0.0225140712945591,0.018832391713747645,0.032015065913371,0.017013232514177693,0.015037593984962405,0.016605166051660517,0.034026465028355386,0.022263450834879406,0.009259259259259259,0.027985074626865673,0.031423290203327174,0.024667931688804556,0.028462998102466792,0.01890359168241966,0.03969754253308128,0.022727272727272728,0.016791044776119403,0.029906542056074768
NMI,pm_cutoff_80,0.904215086821,0.0230581652686,0.881045399614,0.926344050941,0.846218994546,0.900545393002,0.885347387997,0.920286885256,0.867087587853,0.89929521079,0.873261024342,0.891282993157,0.921073583701,0.91516356996,0.917538886818,0.925182960053,0.913341671141,0.925609824822,0.945495596931,0.887765873492,0.913714060868,0.928646373202,0.928710133989,0.891963414041,0.926648781616,0.875602702612,0.917666250634,0.930940364844,0.872838731438,0.86403126963,0.859933314257,0.911026185055,0.874750779233,0.910815878488,0.924440400042,0.940195979009,0.887222379315,0.898504787174,0.94036971606,0.91370798496,0.895605162203,0.907488813613,0.921088925437,0.901964264924,0.91143504915,0.928252450433,0.930730764268,0.896605058475,0.893364278631,0.91606218505,0.891872952064,0.882897369211,0.914915790617,0.914868719083,0.923647938398,0.893318410848,0.91501547665,0.893954902639,0.872115493814,0.94046820049,0.856815794637,0.89680082774
FSCORE,pm_cutoff_80,0.972903714818,0.00735821175779,0.962981776543,0.979697560112,0.951439541129,0.97284794597,0.96836042925,0.977672604664,0.960699560137,0.970310941105,0.962238081988,0.969773881415,0.979229187972,0.975826431689,0.977596496674,0.976553752567,0.975436180132,0.977582041645,0.986738762802,0.967857270272,0.978017588711,0.981255200859,0.981353260272,0.96847593138,0.977679129844,0.96443837598,0.976265717193,0.981819915417,0.964329290973,0.962438177974,0.96236463394,0.972316740507,0.964458563379,0.97376176846,0.981228054021,0.984809451207,0.966443243937,0.971672908235,0.985322120569,0.975418573124,0.968852923007,0.971885734579,0.979403968791,0.973924489553,0.975744018461,0.981248111097,0.981212093252,0.973587423232,0.970050701636,0.974459028385,0.968091360776,0.968653722691,0.97781335341,0.9741554293,0.977975480342,0.971623523615,0.977295270852,0.969953320813,0.960608623977,0.983101204841,0.957558322921,0.970313691497
FSCORE_IMPROVE,pm_cutoff_80,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.8500000000000001
Mode 0.8500000000000001 Iteration 0
Mode 0.8500000000000001 Iteration 20
Mode 0.8500000000000001 Iteration 40
Average Elapsed Time = 14.0220883727
CUT_RATIO,pm_cutoff_85,0.0931998813181,0.0154375080103,0.106060606061,0.103720405862,0.13309352518,0.110891089109,0.111479028698,0.102652825836,0.0997876857749,0.0843507214206,0.0833333333333,0.0940766550523,0.0963995354239,0.0809578107184,0.093131548312,0.0992835209826,0.0883084577114,0.11149825784,0.083135391924,0.0628019323671,0.0805938494168,0.10233592881,0.0846153846154,0.0992608236536,0.0987951807229,0.0955259975816,0.0916988416988,0.0797872340426,0.0727883538634,0.101057579318,0.0853365384615,0.0843785632839,0.111786148238,0.105320304017,0.0736607142857,0.0672546857773,0.0820451843044,0.103487064117,0.0780437044745,0.0787671232877,0.14592760181,0.0883620689655,0.0814196242171,0.0836197021764,0.0961098398169,0.0756578947368,0.108527131783,0.0708661417323,0.0836120401338,0.107249255214,0.102040816327,0.0744920993228,0.0731428571429,0.0884573894283,0.111612175874,0.0973236009732,0.109339407745,0.105326876513,0.110718492344,0.0824499411072,0.0882028665932,0.0860335195531
EC,pm_cutoff_85,82.5833333333,14.2106669638,91,92,111,112,101,89,94,76,72,81,83,71,80,97,71,96,70,52,76,92,77,94,82,79,95,75,65,86,71,74,92,97,66,61,69,92,75,69,129,82,78,73,84,69,98,63,75,108,75,66,64,82,99,80,96,87,94,70,80,77
TCV,pm_cutoff_85,123.5,19.1010470917,132,145,158,157,140,131,137,125,115,114,120,106,133,150,109,142,110,79,116,132,117,143,126,113,135,110,104,131,106,118,133,138,100,93,102,143,111,99,195,124,116,116,134,102,130,99,109,142,115,100,104,122,146,121,132,131,148,114,122,115
LONELINESS,pm_cutoff_85,0.711437838231,0.0135388560266,0.692852147899,0.700938166771,0.694330020337,0.722330485146,0.718107922491,0.707186975233,0.711339447452,0.728404173815,0.715060395471,0.704120846682,0.72356010005,0.716395255369,0.717791686157,0.724504922922,0.704688262889,0.717402179629,0.717451896122,0.711802264774,0.721871156626,0.718726465483,0.726780094123,0.706091214559,0.7106017685,0.694327404422,0.739675801902,0.733000029377,0.714752200402,0.700683150641,0.715955068951,0.722842629721,0.69193893573,0.72875478103,0.706104507063,0.741381744606,0.691690667415,0.720032524864,0.722727724415,0.706909163341,0.6940839013,0.728567168264,0.713600594445,0.703899901548,0.703419771435,0.716922298264,0.701153551321,0.702671488209,0.71935058734,0.72769613284,0.669196785331,0.692859878599,0.726412247759,0.713957127285,0.708860598676,0.687962569758,0.713727938254,0.705707754683,0.69227772058,0.702390479824,0.714850083321,0.703587532422
QDS,pm_cutoff_85,0.475234056125,0.0234232661399,0.4360241989814775,0.48465031782403867,0.4872381793645748,0.4753236964347726,0.5027993380505239,0.47598775566654367,0.4631094377031732,0.49536708117477307,0.47467639055168276,0.4808730111645741,0.48188846007825187,0.5015404867310356,0.47928274912358204,0.4348237509369448,0.48729343176629525,0.4910230349856535,0.5063580396813693,0.49235472051713186,0.5143935501200737,0.4770580270329883,0.467164868461662,0.43696574201360805,0.4706405486967463,0.4749019679390705,0.4515714034801685,0.45768538009857423,0.476988216579153,0.4635636592367375,0.5301090781832711,0.48590713863313223,0.4910620858191816,0.45212754890307255,0.4255923693444065,0.4702710008318944,0.48411813157194,0.46859167820905306,0.5060344058469166,0.4594731594380249,0.4475772723264899,0.4845179210760733,0.4482224155533903,0.5243737038379049,0.47618129332811365,0.45272022749862506,0.447604733623257,0.47110354202655114,0.4410149449712518,0.45771227617717836,0.4395487432498177,0.4735234146892485,0.48808498956150836,0.4663325431781049,0.5169400977219278,0.48963835566093555,0.48259864842774375,0.45606879694923835,0.47291029646544225,0.5309930688837421,0.4643656085727829,0.46717643252150454
CONDUCTANCE,pm_cutoff_85,0.0474580394378,0.00857455934432,0.04349480221325487,0.052627404067521616,0.03458523501030021,0.0530339264330269,0.04293996052976623,0.041444379601157634,0.03851101795852364,0.04995348076224166,0.05930321918128833,0.04285983141466497,0.047164695552766034,0.06593706660610796,0.03433908809971642,0.05154224926010891,0.043507198314293706,0.051233250314451056,0.04954198192190879,0.0686377715785208,0.044815057691880836,0.048615332730402326,0.055751586066782564,0.05096130052489693,0.059452398963625794,0.04439794589239662,0.04988542536720776,0.05285250540302366,0.042045719235760344,0.041455739119094656,0.047730650874523176,0.052013707777327334,0.049501442844498554,0.04298408747391956,0.049742867364637254,0.05795638279547894,0.04217097665029903,0.05607036555270372,0.04399236776909717,0.047776226503855795,0.03978164069109956,0.061210847195779315,0.054330539396531964,0.030695093889143033,0.04404809719589209,0.05857399815627512,0.0525552357427248,0.047387120507178276,0.04836416611154794,0.05401661265275575,0.02283776241310799,0.04528211992298231,0.05260904607178531,0.06257589683274506,0.04289898008408826,0.04086707290331955,0.03320076967080644,0.039025268621077976,0.04309360815203169,0.037373905398589105,0.04967339794092452,0.03625254129396405
MAXPERM,pm_cutoff_85,0.28590735558,0.0369539272937,0.23368061308411214,0.19479907289719628,0.26316830434782607,0.28257260545454543,0.34220398507462685,0.31311271804511276,0.23894835955056185,0.3656489327102804,0.28652676280834916,0.2919086459510357,0.31775226843100185,0.2930930505617978,0.33657506203007515,0.2989360182149362,0.3046877476280835,0.31359364839319476,0.27640563567362425,0.26727051140684416,0.32428631009174314,0.32325724390243904,0.2989436828358209,0.2774429123134329,0.30623446992481207,0.26688969491525427,0.3000279064220183,0.3013175247706422,0.3010181509433962,0.2499683345864662,0.3159437126654064,0.33398529719626174,0.26276427631578947,0.310799561436673,0.2459986466165414,0.3145396692015209,0.253670521575985,0.306596640831758,0.3380827871559633,0.2553290075901328,0.2543524388888889,0.3194346142322097,0.22354912336448599,0.29957692509363293,0.2664305084427767,0.2715265235404897,0.24110516572504712,0.27153537240075615,0.29135797180451123,0.3099158579335793,0.1854160661625709,0.21181096103896102,0.32024073703703704,0.2529106175373134,0.32842926617375234,0.25170473814041744,0.3316204117647059,0.2954851228733459,0.27530870510396976,0.3155971950757576,0.2535813880597015,0.27557133084112145
RBSE,pm_cutoff_85,0.0232466993881,0.00731301465036,0.03364485981308411,0.029906542056074768,0.024574669187145556,0.02727272727272727,0.033582089552238806,0.02631578947368421,0.031835205992509365,0.014953271028037384,0.018975332068311195,0.026365348399246705,0.017013232514177693,0.0149812734082397,0.020676691729323307,0.023679417122040074,0.026565464895635674,0.024574669187145556,0.026565464895635674,0.028517110266159697,0.01651376146788991,0.03377110694183865,0.020522388059701493,0.03731343283582089,0.02443609022556391,0.01694915254237288,0.01834862385321101,0.007339449541284404,0.018867924528301886,0.016917293233082706,0.017013232514177693,0.016822429906542057,0.03007518796992481,0.03213610586011342,0.015037593984962405,0.013307984790874524,0.0225140712945591,0.017013232514177693,0.01651376146788991,0.017077798861480076,0.03888888888888889,0.020599250936329586,0.022429906542056073,0.02247191011235955,0.028142589118198873,0.018832391713747645,0.032015065913371,0.017013232514177693,0.013157894736842105,0.016605166051660517,0.035916824196597356,0.025974025974025976,0.009259259259259259,0.026119402985074626,0.025878003696857672,0.028462998102466792,0.024667931688804556,0.020793950850661626,0.035916824196597356,0.022727272727272728,0.014925373134328358,0.03551401869158879
NMI,pm_cutoff_85,0.932308772115,0.0195061562457,0.937153203049,0.950802833238,0.887209629676,0.936731006465,0.895450759195,0.924162996057,0.896418637011,0.929274081678,0.904753706405,0.94231726045,0.932588796508,0.948965995959,0.925412304496,0.953835091819,0.950918675064,0.942205817963,0.955589102399,0.899889989348,0.939272094118,0.955009438726,0.93220390826,0.922852000241,0.928567804414,0.9271585791,0.937563988118,0.936516520835,0.928216032948,0.921684551018,0.911150249011,0.956780344959,0.897446274699,0.934784371074,0.944782746807,0.952576528545,0.906980057165,0.957402535463,0.952484391169,0.922735881431,0.941564838095,0.920843309491,0.967667706316,0.946191176334,0.926547817593,0.953410912633,0.955518868165,0.944200278818,0.900890843378,0.944534592944,0.92194630806,0.926269883319,0.942255101463,0.934437411185,0.944712743316,0.900831006714,0.940905788439,0.944934695658,0.894158075565,0.961742904775,0.907769671471,0.937344208308
FSCORE,pm_cutoff_85,0.981847604054,0.00599858008283,0.98325135098,0.987039139441,0.966065810996,0.983678565549,0.97199993011,0.979508024279,0.971939055351,0.979588307065,0.973537696641,0.984946233006,0.981160079506,0.986953025982,0.979415961624,0.987351247586,0.986669643532,0.984996946576,0.988616743581,0.97148182222,0.985317077514,0.98879201092,0.983251994419,0.979552253279,0.979387715288,0.979461997879,0.983582055838,0.983612778508,0.981185474558,0.979340242022,0.977301269234,0.988844537453,0.971909273552,0.983063848947,0.986858392458,0.988605067577,0.973879575359,0.988633222665,0.989002606159,0.979214012351,0.985225925962,0.97760299868,0.992524909245,0.985137778772,0.97959060605,0.988683809422,0.988734498734,0.986775394864,0.973759736381,0.985407455659,0.977472643143,0.981541564566,0.985220331672,0.981404101615,0.985284228636,0.973513173664,0.984854519614,0.984879775329,0.968157617827,0.990566392846,0.972255537036,0.983268253538
FSCORE_IMPROVE,pm_cutoff_85,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.9
Mode 0.9 Iteration 0
Mode 0.9 Iteration 20
Mode 0.9 Iteration 40
Average Elapsed Time = 11.5816920916
CUT_RATIO,pm_cutoff_90,0.0940118030485,0.0153459962046,0.106060606061,0.103720405862,0.13309352518,0.110891089109,0.113686534216,0.103806228374,0.101910828025,0.0854605993341,0.0844907407407,0.0963995354239,0.0940766550523,0.0832383124287,0.0954598370198,0.0992835209826,0.0883084577114,0.112659698026,0.0855106888361,0.0628019323671,0.0805938494168,0.103448275862,0.0868131868132,0.100316789863,0.101204819277,0.0967351874244,0.0907335907336,0.0787234042553,0.073908174692,0.10223266745,0.0829326923077,0.0843785632839,0.115431348724,0.105320304017,0.0736607142857,0.0672546857773,0.0832342449465,0.103487064117,0.0811654526535,0.0810502283105,0.147058823529,0.0883620689655,0.0824634655532,0.0836197021764,0.0938215102975,0.0756578947368,0.110741971207,0.0731158605174,0.0836120401338,0.108242303873,0.102040816327,0.0778781038375,0.0777142857143,0.0895361380798,0.111612175874,0.0985401459854,0.109339407745,0.106537530266,0.108362779741,0.0836277974087,0.0893054024256,0.0860335195531
EC,pm_cutoff_90,83.3,14.1165387637,91,92,111,112,103,90,96,77,73,83,81,73,82,97,71,97,72,52,76,93,79,95,84,80,94,74,66,87,69,74,95,97,66,61,70,92,78,71,130,82,79,73,82,69,100,65,75,109,75,69,68,83,99,81,96,88,92,71,81,77
TCV,pm_cutoff_90,124.366666667,18.8051115982,132,145,160,157,141,132,140,127,115,116,118,110,136,150,110,143,113,78,115,131,122,145,128,115,134,109,105,132,103,117,137,138,100,95,104,143,115,103,195,123,118,116,130,102,132,103,109,142,115,104,106,123,146,122,132,133,145,116,121,115
LONELINESS,pm_cutoff_90,0.710776787322,0.0138039489804,0.692852147899,0.700938166771,0.690379506795,0.72324436271,0.717283313875,0.706748536841,0.707852801542,0.727202602473,0.714763940254,0.704337431338,0.724425911222,0.714227862461,0.71446031378,0.724504922922,0.706657821405,0.715003957604,0.714672315555,0.711729283634,0.722126587845,0.720070196563,0.727427555677,0.703984032774,0.708594608723,0.692432369933,0.740006362664,0.733215235386,0.713539293481,0.699336542393,0.716103976598,0.722100517652,0.688723428832,0.728987647047,0.706104507063,0.740228933604,0.690352125257,0.720032524864,0.72170330987,0.704363332533,0.695555422503,0.729310670056,0.712973698142,0.703899901548,0.70508703481,0.71701576569,0.700291001208,0.699321223361,0.719582199258,0.726862803398,0.669260315221,0.691378248319,0.725668091669,0.713820945598,0.707869397248,0.686525646627,0.713727938254,0.704556084822,0.693841462298,0.70123662877,0.714516940279,0.703587532422
QDS,pm_cutoff_90,0.475582795488,0.0242667002369,0.4362182898179087,0.484856120496134,0.4916601573601906,0.47797465363311,0.5105210301454215,0.483904932871806,0.46089821402726144,0.49660959020088996,0.47622248860827043,0.488899013284104,0.48241631989354455,0.5086160664745544,0.47665621270665465,0.4348237509369448,0.48859872851146263,0.4895397557528028,0.5041010268836228,0.48932714182912246,0.5174715699001008,0.480377878283485,0.4713862039446713,0.43630980982800344,0.47039901421903907,0.47331134643983114,0.45233148386933736,0.44525734466043,0.47164149521752163,0.4673182622534839,0.5271350817403931,0.48462904030815357,0.493298471025214,0.45794782522945376,0.42575195322436526,0.4658267967640494,0.4767876109058251,0.46859167820905306,0.5044352469435486,0.45317570990706896,0.4465127159999506,0.4902351341018509,0.4445311742254518,0.524470808057544,0.47238824690181586,0.4530353480165787,0.44732628553738174,0.4733558033786192,0.44582069746134056,0.4599508357197383,0.43708454363351795,0.47692453814877717,0.4843993350469639,0.4655321482366395,0.5171271858723835,0.49829473218822423,0.48283799883620254,0.45658743863792894,0.4771998642324592,0.5331560616390607,0.4619082774191617,0.4610612396520928
CONDUCTANCE,pm_cutoff_90,0.047671791337,0.00884192828466,0.04392559067287218,0.052505888959381006,0.0295771351392644,0.053790011607739545,0.046680094388837114,0.04302354383156358,0.03717506488448046,0.04917278553601275,0.057881631149444106,0.04298411332279642,0.048263621918869896,0.06505161104832946,0.031202613413097283,0.05154224926010891,0.04397569595881784,0.051611437577021343,0.049051048025539674,0.06658384134723495,0.047324568460597335,0.04826837629347978,0.05445579809201149,0.04953396911704173,0.058108762700949355,0.04470847346419313,0.0498961375768825,0.0483697874521843,0.0399453479190249,0.04223504100413643,0.046797037116375104,0.05250195624483092,0.05155967523495277,0.0444658779210374,0.05061334476299935,0.05962054127485237,0.04521753279215368,0.05607036555270372,0.04598242805183433,0.0485075306840267,0.03961882488441699,0.06582033294924858,0.05394210786930574,0.03067145339821345,0.04483822609525684,0.058163185970293935,0.052710215748844345,0.051002293719290555,0.04956173045060422,0.057278220300023615,0.024944193194554806,0.044703575613799285,0.053899180232611386,0.06495804322127963,0.04424537707422184,0.041884140700310275,0.03288720351675383,0.03838030709615333,0.044710914517899505,0.03721447119136364,0.04723841747289029,0.03345453524532371
MAXPERM,pm_cutoff_90,0.284709969327,0.0375281658929,0.23376205981308412,0.19479914018691585,0.2508317013232514,0.29117845454545455,0.3410224104477612,0.30367832518796994,0.23271280149812734,0.36673916822429903,0.29445810056926,0.2963010753295668,0.32232064272211725,0.29418514232209736,0.3309500263157894,0.2989360182149362,0.3088939070208729,0.30911981285444234,0.2689580493358634,0.26571739353612167,0.32826550275229355,0.3273769924953096,0.30588313246268656,0.26903730410447757,0.30642244924812034,0.2680688229755179,0.3019545559633028,0.3026469357798165,0.2979669603773585,0.24827896616541356,0.3158520321361059,0.33214112710280375,0.2548928928571429,0.3165966654064272,0.2459985695488722,0.3092645247148289,0.2532193058161351,0.306596640831758,0.335406871559633,0.23888395256166983,0.2563587666666667,0.3186322397003745,0.223969646728972,0.2995666161048689,0.2648671050656661,0.2711186365348399,0.23765262711864407,0.2671246389413989,0.2899951071428571,0.30247361808118084,0.18588878827977318,0.21454539517625235,0.31534653333333335,0.2528378619402985,0.3270119279112754,0.2514520322580645,0.3291930037950664,0.2929648336483932,0.2699314404536862,0.3146501742424243,0.2521272835820895,0.2755714485981308
RBSE,pm_cutoff_90,0.0244985944297,0.00745779991639,0.03364485981308411,0.029906542056074768,0.02835538752362949,0.025454545454545455,0.03731343283582089,0.02631578947368421,0.035580524344569285,0.016822429906542057,0.017077798861480076,0.02824858757062147,0.017013232514177693,0.016853932584269662,0.02819548872180451,0.023679417122040074,0.022770398481973434,0.030245746691871456,0.028462998102466792,0.028517110266159697,0.01651376146788991,0.03377110694183865,0.018656716417910446,0.041044776119402986,0.02819548872180451,0.02071563088512241,0.01651376146788991,0.009174311926605505,0.020754716981132074,0.018796992481203006,0.015122873345935728,0.018691588785046728,0.03759398496240601,0.034026465028355386,0.015037593984962405,0.015209125475285171,0.024390243902439025,0.017013232514177693,0.01834862385321101,0.020872865275142316,0.037037037037037035,0.020599250936329586,0.022429906542056073,0.020599250936329586,0.02626641651031895,0.018832391713747645,0.03389830508474576,0.022684310018903593,0.013157894736842105,0.02214022140221402,0.035916824196597356,0.027829313543599257,0.011111111111111112,0.026119402985074626,0.027726432532347505,0.030360531309297913,0.024667931688804556,0.022684310018903593,0.034026465028355386,0.02462121212121212,0.016791044776119403,0.03551401869158879
NMI,pm_cutoff_90,0.954762081396,0.0134647985485,0.941926243393,0.964162088689,0.93481413486,0.956230066818,0.919575948392,0.957023354647,0.932360037699,0.94922546139,0.928000408511,0.952628112353,0.953670118625,0.955551156564,0.938461430958,0.953835091819,0.991631133292,0.97577362379,0.966137008553,0.927580660501,0.947112667443,0.959446972983,0.960237839662,0.955882141679,0.949604383289,0.936318186978,0.951437636375,0.964402396222,0.959094871106,0.967657511035,0.942551329774,0.972792733291,0.948125923394,0.953366342241,0.950859446125,0.967058685665,0.932820889406,0.957402535463,0.976395516759,0.963400059759,0.968457758341,0.954042800226,0.961652303965,0.954214541503,0.956057167865,0.96124140431,0.963625494708,0.974885535553,0.967820870653,0.958742952508,0.942285777601,0.955632725231,0.957861937805,0.962159987251,0.959682562748,0.936707872005,0.952634693907,0.977857922859,0.945568250858,0.961742904775,0.94408496923,0.954210300378
FSCORE,pm_cutoff_90,0.988384331404,0.00385616533383,0.985097210082,0.990701078876,0.983030513424,0.989121570198,0.977598992945,0.986981174834,0.983184805271,0.986983485576,0.981099732602,0.988679739822,0.988661939881,0.987030724939,0.983171183683,0.987351247586,0.99810398143,0.994333910881,0.992412749092,0.980980529046,0.987174511071,0.990638964703,0.990673609767,0.988804192012,0.986863898662,0.983158843739,0.987231417644,0.99086433868,0.990577459922,0.992479776749,0.986759508984,0.992563581458,0.986909371546,0.988692325952,0.988725452498,0.992397961487,0.979534720077,0.988633222665,0.994504771425,0.9905353573,0.99259516921,0.986961187056,0.990648757713,0.986965963002,0.988759625762,0.990580497985,0.990619140277,0.994338316929,0.992492045827,0.989014067233,0.984904663001,0.988911329962,0.988909134878,0.990679239004,0.988968580201,0.984847866115,0.98678604156,0.994347207277,0.984949970455,0.990566392846,0.985158574073,0.988808257338
FSCORE_IMPROVE,pm_cutoff_90,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 0.9500000000000001
Mode 0.9500000000000001 Iteration 0
Mode 0.9500000000000001 Iteration 20
Mode 0.9500000000000001 Iteration 40
Average Elapsed Time = 10.6524557471
CUT_RATIO,pm_cutoff_95,0.0949873701317,0.0152840211501,0.106060606061,0.103720405862,0.136690647482,0.109900990099,0.118101545254,0.104959630911,0.104033970276,0.0854605993341,0.0891203703704,0.0952380952381,0.0952380952381,0.0832383124287,0.0966239813737,0.100307062436,0.0883084577114,0.113821138211,0.0855106888361,0.0676328502415,0.0827147401909,0.10233592881,0.0868131868132,0.100316789863,0.101204819277,0.0979443772672,0.0916988416988,0.0787234042553,0.0750279955207,0.104582843713,0.0829326923077,0.0843785632839,0.116646415553,0.105320304017,0.0758928571429,0.0683572216097,0.0832342449465,0.107986501687,0.0811654526535,0.0810502283105,0.147058823529,0.0883620689655,0.0824634655532,0.0836197021764,0.0961098398169,0.077850877193,0.110741971207,0.0753655793026,0.0869565217391,0.107249255214,0.103401360544,0.0823927765237,0.0788571428571,0.0895361380798,0.111612175874,0.0997566909976,0.109339407745,0.108958837772,0.109540636042,0.0824499411072,0.090407938258,0.0849162011173
EC,pm_cutoff_95,84.15,13.965224667,91,92,114,111,107,91,98,77,77,82,82,73,83,98,71,98,72,56,78,92,79,95,84,81,95,74,67,89,69,74,96,97,68,62,70,96,78,71,130,82,79,73,84,71,100,67,78,108,76,73,69,83,99,82,96,90,93,70,82,76
TCV,pm_cutoff_95,125.383333333,18.7074777087,132,145,163,155,144,132,141,126,120,115,121,111,138,151,110,144,113,81,119,130,122,144,129,117,136,109,106,135,103,117,138,137,102,97,104,150,115,103,196,123,117,116,134,106,132,107,112,141,117,105,107,123,145,122,133,136,146,114,123,113
LONELINESS,pm_cutoff_95,0.710241375836,0.0138709886964,0.692789330494,0.700938166771,0.6885616528,0.723438182157,0.716824522646,0.706641451329,0.707728604041,0.726460490403,0.710562269812,0.703727192971,0.723998017402,0.712573108293,0.713408489088,0.724357762928,0.706657821405,0.714475757183,0.714672315555,0.708815804471,0.719603174731,0.720400775102,0.727569460825,0.704632164778,0.709792478046,0.691800751247,0.738826838502,0.732369705859,0.713918256594,0.69749776384,0.716103976598,0.722377200145,0.689349089907,0.730947951721,0.703865794423,0.739006803056,0.690624306338,0.718924371961,0.72170330987,0.704363332533,0.695947545231,0.729310670056,0.712461840508,0.703899901548,0.703482824552,0.714564343415,0.70024422341,0.696034488402,0.718516386228,0.727986850181,0.667294586251,0.690228069217,0.726010363073,0.713983682885,0.708768858928,0.688158049938,0.710532806634,0.702706878413,0.693376791767,0.702390479824,0.713150486027,0.705123977825
QDS,pm_cutoff_95,0.475908949391,0.0232283630955,0.4347560035563298,0.485049252150538,0.4881273074027157,0.4751075914948714,0.4984539545058698,0.48312688729141096,0.46440186630534086,0.49531259449400256,0.47283060658847265,0.4863192160247891,0.4815925255905814,0.5097416405038571,0.47814703604773123,0.43566394515716445,0.48859872851146263,0.48830328672419226,0.5040499185817813,0.4754920656245906,0.5194674719355996,0.4772046215397991,0.47379787073183693,0.4375933474624168,0.4706268099465257,0.47180474515258963,0.45321266691583406,0.44677450053224266,0.4729790005532808,0.46696600066305355,0.5271350817403931,0.4867038754763809,0.495476344717729,0.46101630248192543,0.426276206691378,0.46635809111603044,0.48649556843269937,0.4693904546023034,0.5044302521384441,0.45328412380948513,0.46153367664411915,0.4911566568780508,0.45012178076250725,0.5253364807010756,0.4771894954306552,0.4557380710185314,0.4469180697186786,0.4740402926719065,0.45225244188182495,0.45832181994361276,0.4369780094759146,0.4786912380246015,0.48403585875835486,0.467063247336761,0.5130492509680753,0.49895462209917363,0.4793282505817486,0.4563953899790806,0.48002214861536696,0.5312384459323252,0.4626265834342415,0.46147736942364753
CONDUCTANCE,pm_cutoff_95,0.0480225574401,0.00908689687465,0.04565974487902539,0.05267048176384177,0.02895930121967301,0.05494594987385673,0.045287903850661164,0.0418844764396711,0.03855319724588853,0.04887856637054614,0.05626774475177711,0.04322433742518907,0.048380649289138114,0.06649444410811402,0.031513183025147336,0.05241235949102829,0.04397569595881784,0.05161939534909818,0.049031552018581295,0.06155370892648269,0.04659796001190341,0.04901322544454511,0.05380645805478387,0.05293678067871637,0.061246042652839124,0.047469183502586325,0.050281215370537556,0.0534639562334872,0.03986793832444208,0.042453712670366184,0.046797037116375104,0.052942904056527275,0.05199604617825701,0.04612269634897395,0.05083937996986378,0.058628388485753226,0.04246509572511784,0.055147442290110905,0.04580384830692251,0.04867429569925275,0.04663648763158386,0.06827187937402439,0.05343067531798636,0.031311700701738554,0.04430828696582665,0.05750551345204167,0.053697679739503505,0.05026833328462935,0.05548457575993789,0.05906161460281155,0.02483190908334668,0.04325480250194467,0.049932631585293964,0.0689339296072577,0.04297821483183381,0.03707173859214014,0.03197070704527845,0.03864794875081423,0.04597483671640512,0.03850912424779915,0.047368150965114535,0.03403640653832575
MAXPERM,pm_cutoff_95,0.282848185001,0.0371439935396,0.23221711962616823,0.19479922803738317,0.24131688468809073,0.28348154909090906,0.33041202052238805,0.3043361954887218,0.23690811985018728,0.36315666355140186,0.28252183870967745,0.2932563427495292,0.3210335047258979,0.28919196629213484,0.3252622462406015,0.2964467595628415,0.3088939070208729,0.3080169905482042,0.26895800189753316,0.2474227205323194,0.33058193944954123,0.3274645084427767,0.3057883302238806,0.2710897667910448,0.3035399530075188,0.2676470527306968,0.29981396880733946,0.30456490825688076,0.2950484849056604,0.24203600563909777,0.3158520321361059,0.332856953271028,0.2559189736842105,0.3221595519848771,0.24334482894736845,0.3086309258555133,0.2564533639774859,0.29935007372400757,0.33540724403669725,0.23888380075901328,0.2539319944444444,0.3186322397003745,0.22261467663551404,0.2996590936329588,0.2656486191369606,0.26438839359698685,0.2414189359698682,0.2608235822306238,0.2856753947368421,0.30505128044280444,0.18336798676748584,0.22097298515769942,0.31272290555555554,0.25294651119402983,0.3245473475046211,0.2550251461100569,0.3204963605313093,0.28622247258979205,0.26813520604914937,0.3155971515151515,0.25026141231343285,0.2786866785046729
RBSE,pm_cutoff_95,0.0256896213995,0.00710380047273,0.03551401869158879,0.029906542056074768,0.034026465028355386,0.025454545454545455,0.041044776119402986,0.02819548872180451,0.035580524344569285,0.018691588785046728,0.024667931688804556,0.02824858757062147,0.01890359168241966,0.020599250936329586,0.03007518796992481,0.025500910746812388,0.022770398481973434,0.03213610586011342,0.028462998102466792,0.034220532319391636,0.02018348623853211,0.03189493433395872,0.018656716417910446,0.03917910447761194,0.02631578947368421,0.02071563088512241,0.01834862385321101,0.011009174311926606,0.022641509433962263,0.020676691729323307,0.015122873345935728,0.018691588785046728,0.03759398496240601,0.030245746691871456,0.020676691729323307,0.017110266159695818,0.024390243902439025,0.017013232514177693,0.01834862385321101,0.020872865275142316,0.03333333333333333,0.020599250936329586,0.024299065420560748,0.020599250936329586,0.028142589118198873,0.022598870056497175,0.03389830508474576,0.02835538752362949,0.015037593984962405,0.01845018450184502,0.03969754253308128,0.03339517625231911,0.012962962962962963,0.026119402985074626,0.027726432532347505,0.028462998102466792,0.030360531309297913,0.024574669187145556,0.035916824196597356,0.022727272727272728,0.018656716417910446,0.03177570093457944
NMI,pm_cutoff_95,0.978766516954,0.0123325455432,0.96952907988,0.970291722567,0.975680100014,0.969686340713,0.975634814269,0.974345380282,0.963599905122,0.977254952319,0.979420952471,0.975316333391,0.961869937288,0.969907215389,0.955271995589,0.992211531813,0.991631133292,0.991935999005,0.974664945219,0.983117264792,0.976423853406,0.97606459333,0.976142110873,0.984068684001,1.0,0.958464381889,0.984325272996,0.991810383041,0.969293516673,0.991935106422,0.934526306989,0.992029810058,0.964600548499,0.984123381069,0.983526111717,0.991609079943,0.948781265192,0.977723546782,1.0,0.983723520947,0.984187599953,0.977570473088,0.983845595863,0.976171611165,0.970095141143,0.983773748882,0.984000142278,0.991462085811,0.976335102582,0.985346790208,0.967903708786,1.0,0.9919573462,0.984065990811,0.976119359265,0.968992117021,0.977341500859,1.0,0.983929395799,0.983877373549,0.974276022487,0.984198834257
FSCORE,pm_cutoff_95,0.994790338889,0.00319260748183,0.99255331128,0.992545397147,0.994339928204,0.992732425823,0.994399417508,0.992519534129,0.990719079054,0.994392430437,0.994329451033,0.994348240448,0.990546461892,0.992523476731,0.988746442536,0.99817981804,0.99810398143,0.998109985131,0.99431618461,0.996198392899,0.994497462861,0.994405104783,0.994397272428,0.996269188073,1.0,0.988795387084,0.996339003888,0.998167274952,0.992475636436,0.998121494822,0.984860105035,0.998132370121,0.990636355897,0.99622922819,0.996246878422,0.998101007817,0.985097724735,0.994316423591,1.0,0.996199884183,0.996297194061,0.994409234615,0.996272388435,0.994392921546,0.992519484121,0.996232569582,0.996244905764,0.998112048248,0.994370133041,0.996321377266,0.99246584058,1.0,0.998149196093,0.996263550227,0.994464848664,0.992425976615,0.994312626005,1.0,0.996219850481,0.996212883798,0.992579375979,0.996262166599
FSCORE_IMPROVE,pm_cutoff_95,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
Mode 1.0
Mode 1.0 Iteration 0
Mode 1.0 Iteration 20
Mode 1.0 Iteration 40
Average Elapsed Time = 10.6721841176
CUT_RATIO,pm_cutoff_100,0.0960500996284,0.0153547214206,0.107226107226,0.105975197294,0.137889688249,0.112871287129,0.120309050773,0.106113033449,0.105095541401,0.0854605993341,0.0891203703704,0.0975609756098,0.0998838559814,0.0832383124287,0.0977881257276,0.100307062436,0.0883084577114,0.113821138211,0.0878859857482,0.0700483091787,0.084835630965,0.10233592881,0.0912087912088,0.101372756072,0.101204819277,0.09915356711,0.0916988416988,0.0787234042553,0.0750279955207,0.104582843713,0.0913461538462,0.0843785632839,0.117861482382,0.105320304017,0.078125,0.0683572216097,0.0832342449465,0.10911136108,0.0811654526535,0.0810502283105,0.147058823529,0.0894396551724,0.0824634655532,0.0836197021764,0.0961098398169,0.0800438596491,0.110741971207,0.0753655793026,0.0891861761427,0.107249255214,0.103401360544,0.0823927765237,0.0788571428571,0.0895361380798,0.113866967306,0.10097323601,0.113895216401,0.108958837772,0.110718492344,0.0848056537102,0.090407938258,0.0849162011173
EC,pm_cutoff_100,85.0833333333,14.0062981865,92,94,115,114,109,92,99,77,77,84,86,73,84,98,71,98,74,58,80,92,83,96,84,82,95,74,67,89,76,74,97,97,70,62,70,97,78,71,130,83,79,73,84,73,100,67,80,108,76,73,69,83,101,83,100,90,94,72,82,76
TCV,pm_cutoff_100,126.566666667,18.6076746413,132,148,164,157,147,133,143,126,120,117,128,110,140,151,109,144,115,84,122,130,127,145,129,119,136,109,106,135,112,117,139,137,106,97,104,152,115,103,196,124,117,117,134,108,132,107,114,141,117,105,107,123,147,124,138,136,146,116,123,114
LONELINESS,pm_cutoff_100,0.709707288587,0.0138628539992,0.692559972512,0.698720561296,0.688096982269,0.722484241797,0.716016360148,0.705264722984,0.706449974311,0.726293053373,0.710562269812,0.702511166377,0.722068088353,0.71339141834,0.712709937563,0.724341820081,0.706657821405,0.713555891836,0.714464592312,0.706956051257,0.718141527492,0.720400775102,0.725287679515,0.703495535381,0.709792478046,0.690421430193,0.738826838502,0.732369705859,0.714087273219,0.69749776384,0.712723776997,0.722377200145,0.688608796966,0.730947951721,0.702393545032,0.739006803056,0.69176838681,0.717539836083,0.72170330987,0.70528668883,0.696175667681,0.727939097997,0.712461840508,0.703914063721,0.702599926097,0.71346980437,0.70024422341,0.696034488402,0.717767116261,0.728884652337,0.667294586251,0.690228069217,0.726176249761,0.714984130594,0.707535662968,0.687032415281,0.708369161756,0.702706878413,0.693265561233,0.701353372018,0.713150486027,0.705067632206
QDS,pm_cutoff_100,0.476509929403,0.0234285081771,0.4371837902914927,0.4830155419661236,0.4909599702631112,0.4768297872778339,0.499023362219307,0.49063527181442695,0.4670433701247126,0.4951400556312762,0.47284639675083306,0.4847332643219195,0.48019698400740246,0.5116099275952486,0.48005533873179723,0.43783583560174355,0.48930796596736387,0.486750877101722,0.5096872227496566,0.4781020888484626,0.5159890091195631,0.4772956933904547,0.4729421353859535,0.43703550111498596,0.4706268099465257,0.471314698722773,0.4532774019329208,0.4467646404017234,0.4728808307886363,0.4671214746179279,0.5290662612686782,0.486642960287609,0.49417181975307767,0.46118391914685547,0.41950526298075663,0.46636400892923763,0.4891413941234229,0.47656750775238205,0.5044302521384441,0.4599252018745951,0.462399945469494,0.49306182956417294,0.45032118279296934,0.521443524884037,0.4749508354638552,0.4575340402038287,0.44738198144758345,0.47421824089747605,0.45173213144279295,0.45893913474185083,0.43681478169517857,0.4786471999308858,0.48577636738756025,0.46917420859075604,0.5186348723538816,0.5004151884425676,0.4788494692366584,0.4563953899790806,0.47670275654662997,0.5301061618457333,0.46244188056493235,0.46145080577289355
CONDUCTANCE,pm_cutoff_100,0.0483486095038,0.00948419752695,0.05029538241699447,0.05260008132622998,0.02858531941057675,0.05631524926590985,0.04458515274943653,0.04299693944082189,0.04321571808656337,0.04898095996410572,0.057399721747273216,0.04163029292256177,0.047305799659180324,0.06700938495245504,0.03116254347599627,0.057404017977221056,0.0439269342697218,0.051507064701224604,0.041055675996465986,0.061594619152649265,0.04953212616011369,0.048034344364716965,0.05377205790994815,0.05075124725320026,0.061246042652839124,0.04535819881226161,0.05040458973659396,0.05313768964553608,0.03521609051538715,0.04215554006531334,0.043288538604484686,0.05254677724671197,0.05632983207495892,0.04736600725296569,0.049007193557072934,0.05934828875645737,0.04404750447428407,0.05745130424974665,0.04580384830692251,0.04838427904080473,0.04660214608121782,0.06832966722597757,0.0532882277242857,0.032275491257281456,0.04452703658730777,0.057180573626960184,0.05528271422197513,0.05056667573475238,0.05672644221053267,0.05946793991148302,0.024824736870702534,0.04339632796458874,0.054632685780866844,0.07014529073117466,0.04459380426148874,0.03850762221470796,0.03245198837128927,0.03864794875081423,0.04628277526837635,0.042254566267926105,0.05008954309608351,0.030090007870967456
MAXPERM,pm_cutoff_100,0.28210625716,0.0369561616212,0.22463054205607474,0.1916117214953271,0.2428922419659735,0.27744253636363636,0.3357505652985075,0.3024565939849624,0.24366992509363292,0.3615992224299065,0.28479739658444025,0.285804395480226,0.32161077882797734,0.29374567602996254,0.32065255827067674,0.29669291256830604,0.3078186451612903,0.30486620226843103,0.28046250474383305,0.2492871596958175,0.32773645871559637,0.3222163189493433,0.2976607891791045,0.26997051119402987,0.3035399530075188,0.2623021713747646,0.29981380917431194,0.3020612935779816,0.29313934339622644,0.23942552631578948,0.3169210245746692,0.3301441887850467,0.25302039097744355,0.32488797920604917,0.23582395864661654,0.3086309334600761,0.26304618011257036,0.2958845935727788,0.33540724403669725,0.2420462163187856,0.25921000555555557,0.31713406367041197,0.22222527850467289,0.30449840823970037,0.2625843151969981,0.25858161016949155,0.24141918644067792,0.2608234782608696,0.28039859774436093,0.30488010701107016,0.18336833081285445,0.22097298515769942,0.3124142166666667,0.25720877238805967,0.3245649205175601,0.25366521252371915,0.31845171916508536,0.28622247258979205,0.2666454328922495,0.311557134469697,0.25026147014925376,0.27981724859813084
RBSE,pm_cutoff_100,0.0266592750281,0.00729060970156,0.03551401869158879,0.03551401869158879,0.034026465028355386,0.02909090909090909,0.041044776119402986,0.03007518796992481,0.03745318352059925,0.020560747663551402,0.024667931688804556,0.030131826741996232,0.020793950850661626,0.018726591760299626,0.03195488721804511,0.025500910746812388,0.022770398481973434,0.03213610586011342,0.03225806451612903,0.03612167300380228,0.022018348623853212,0.03189493433395872,0.022388059701492536,0.041044776119402986,0.02631578947368421,0.022598870056497175,0.01834862385321101,0.011009174311926606,0.022641509433962263,0.020676691729323307,0.020793950850661626,0.018691588785046728,0.039473684210526314,0.030245746691871456,0.02443609022556391,0.017110266159695818,0.0225140712945591,0.01890359168241966,0.01834862385321101,0.018975332068311195,0.03333333333333333,0.02247191011235955,0.024299065420560748,0.020599250936329586,0.028142589118198873,0.02448210922787194,0.03389830508474576,0.02835538752362949,0.016917293233082706,0.016605166051660517,0.03969754253308128,0.03339517625231911,0.012962962962962963,0.024253731343283583,0.031423290203327174,0.030360531309297913,0.03225806451612903,0.024574669187145556,0.03780718336483932,0.026515151515151516,0.018656716417910446,0.03177570093457944
NMI,pm_cutoff_100,1.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0
FSCORE,pm_cutoff_100,1.0,0.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0
FSCORE_IMPROVE,pm_cutoff_100,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0