Similarity-Based Method with Multiple-Feature Sampling for Predicting Drug Side Effects

Table 3

Comparison of RF classifiers with single- and multiple-feature sampling schemes.

Scheme		SN	SP	ACC	MCC	Precision	measure
Single sampling		0.7948	0.8049	0.7999	0.5997	0.8030	0.7988
Multiple sampling	Discrete strategy	0.8201	0.8944	0.8573	0.7172	0.8860	0.8514
	Continuous strategy	0.8852	0.9771	0.9312	0.8661	0.9747	0.9278