Prediction of Side Effects Using Comprehensive Similarity Measures

Table 5

Performance measurements using all features.

	Specificity	Precision	Recall	F1
Validation set
RF	0.8113	0.8167	0.8407	0.8285
NB	0.7521	0.7655	0.8245	0.7957
LR	0.7913	0.7934	0.8016	0.7975
XGB	0.8161	0.8169	0.8207	0.8188
Test set
RF	0.8126	0.8178	0.8473	0.8294
NB	0.7514	0.7682	0.8240	0.7951
LR	0.7912	0.7933	0.8014	0.7973
XGB	0.8144	0.7154	0.8196	0.8175