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

Table 1

Performance of the RF classifiers with discrete strategy.

Feature sampling	SN	SP	ACC	MCC	Precision	measure
	0.8072	0.8694	0.8383	0.6780	0.8608	0.8331
	0.8209	0.8829	0.8519	0.7058	0.8751	0.8467
	0.8214	0.8907	0.8561	0.7145	0.8825	0.8505
	0.8201	0.8944	0.8573	0.7172	0.8860	0.8514