result_precision_recall

Logistic Regression Classifier:
Accuracy: 0.72145
F1 score: 0.719132845979
Recall: 0.718444645915
Precision: 0.719822365765

Naive Bayes Classifier:
Accuracy: 0.672
F1 score: 0.665579119086
Recall: 0.65760048353
Precision: 0.673753741356

Decision Tree Classifier:
Accuracy: 0.5944
F1 score: 0.59281196667
Recall: 0.594842349149
Precision: 0.590795397699

Random Forest Classifier:
Accuracy: 0.7061
F1 score: 0.694839580521
Recall: 0.674121083913
Precision: 0.716871987145

MLP Neural Network Classifier:
Accuracy: 0.73435
F1 score: 0.72927388535
Recall: 0.720862294752
Precision: 0.737884099814

Support Vector Machines Classifier:
Accuracy: 0.71215
F1 score: 0.705689893155
Recall: 0.695275511232
Precision: 0.716421008927