TABLE 2.

Model performances of prediction models for regression task.

Model	MSE	RMSE	R 2_score
DeepMDS	2.50	1.58	0.86
GBM	5.75	2.40	0.81
SVM	8.66	2.94	0.75
RF	13.11	3.62	0.72
KNN	16.73	4.09	0.67
DeepSynergy	255.49	15.91	0.73

Note: The columns showed mean square error (MSE), root mean square error (RMSE) and R-Square (R ²_score).