SVM Focus on Accuracy vs Performance

Importing Modules



In [ ]:

    
from sklearn import svm



In [ ]:

    
if 'features_train' not in locals() or globals():
    %run ../dev/environment_setup.ipynb



In [ ]:

    
features_train_small = features_train[:len(features_train)/100]
labels_train_small = labels_train[:len(labels_train)/100]



In [ ]:

    
clf = svm.SVC(kernel='rbf', C=10000.0)



In [ ]:

    
train_predict_fulldataset ("Train and Predict Data with Full DataSet")



In [ ]:

    
train_predict ("Train and Predict Data with 1% DataSet")