DCE-DForest: A Deep Forest Model for the Prediction of Anticancer Drug Combination Effects

Table 1

Model prediction performance comparison result.

Model	ACC	F1-score	Recall	Precision	AUC	AUPRC
XGBOOST	0.976	0.274	0.172	0.663	0.888	0.361
LR	0.972	0.06	0.031	0.487	0.853	0.203
DeepSynergy	0.975	0.311	0.207	0.631	0.907	0.382
NN-XIA	0.976	0.314	0.208	0.682	0.913	0.422
DCE-DForest	0.976	0.334	0.222	0.676	0.921	0.428