Table 2.

Test set performance measures for all classifiers

Classifier	Misclassification error	Accuracy	AUC	Sensitivity/recall	Specificity	Precision	F1 score
RF	0.290	0.710	0.761	0.645	0.771	0.727	0.683
NN	0.287	0.713	0.763	0.638	0.784	0.736	0.683
SVM	0.296	0.704	0.747	0.594	0.808	0.745	0.661
GBM	0.294	0.706	0.750	0.649	0.760	0.719	0.682