Table 6.

AUCs of the various models before and after SMOTE.

Model	Original dataset	Balanced dataset	P value
LR	89	91	0.032
NB	82	76	0.019
SVM	89	86	0.221
ADT	91	94	0.071
KNN	79	84	0.016
RF	96	97	0.050
XGBoost	97	97	0.314
MLP	80	86	0.005