Classifier

Mean balanced accuracy

Mean f1 accuracy

Nearest Neighbors

0.785653

0.901256

RBF SVM

0.869718

0.820500

Decision Tree

0.721963

0.823052

Random Forest

0.734867

0.905245

Neural Net

0.425775

0.691259

AdaBoost

0.426200

0.667939

Naïve Bayes

0.511668

0.503480

QDA

0.734363

0.762419