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

Table 2

Performance of the RF classifiers with continuous strategy.

Feature sampling	SN	SP	ACC	MCC	Precision	measure
Top 10%	0.8737	0.9644	0.9190	0.8416	0.9609	0.9152
Top 20%	0.8852	0.9771	0.9312	0.8661	0.9747	0.9278
Top 30%	0.8844	0.9770	0.9307	0.8652	0.9747	0.9273
Top 40%	0.8834	0.9775	0.9305	0.8648	0.9751	0.9270