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 |