Table 7.

Classification Report with Under sampling.

Model	Accuracy	Precision	F1 Score	TPR	TNR	auROC	auPR	MCC
SVM	87.51	88.73	0.88	0.58	0.94	0.897	0.663	0.564
RF	88.21	90.4	0.8893	0.58	0.96	0.93	0.734	0.6196
MLP	84.1	88.83	0.8555	0.49	0.96	0.9	0.66	0.5445
DT	87.02	89.88	0.8794	0.55	0.96	0.919	0.696	0.5961
XGBoost	89.32	90.27	0.8969	0.64	0.95	0.93	0.718	0.6235