Table 6.

Classification Report with Oversampling.

Model	Accuracy	Precision	F1 Score	TPR	TNR	auROC	auPR	MCC
SVM	88.94	88.62	0.8876	0.65	0.93	0.878	0.666	0.5564
RF	89.65	90.05	0.8982	0.65	0.95	0.933	0.731	0.625
MLP	87.21	87.2	0.8721	0.59	0.92	0.9	0.631	0.4931
DT	89.4	89.96	0.8964	0.65	0.95	0.919	0.689	0.6127
XGBoost	90.21	90.11	0.9016	0.69	0.94	0.93	0.724	0.6243