Table 5.

Random Forest’s classification performance as oversampling percentage is increased

Oversampling percent (%)	Random forest
	Recall (%)	AUC (%)	Accuracy (%)	Specificity (%)
0	0	74	96	99
500	42	81	91	92
1200	56	88	87	90
1800	79	93	84	88