Table 9.

HepG2 drug experimental compound model prediction validation

Threshold	Train set (Pos/Neg)	Test set (Pos/Neg)	Model	Accuracy	AUC
30	1502/768	50/6	LR	0.893	0.427
			LDA	0.875	0.800
			KNN	0.750	0.517
			CART	0.804	0.722
			NB	0.321	0.558
			SVM	0.893	0.943
			XGBoost	0.821	0.763
			RDForest	0.875	0.360