Prediction of Side Effects Using Comprehensive Similarity Measures

Table 9

Comparison with the method of Zhao et al.

	AUC	Specificity	Precision	Recall	F1
Proposed method (stacking)	0.9040	0.8104	0.8174	0.8483	0.8325
Proposed method (RF)	0.9018	0.8126	0.8178	0.8473	0.8294
Zhao et al. method (2019)	0.8977	0.880	0.760	0.761	0.761
Zhao et al. method (2018)	0.8492	0.759	0.766	0.791	0.778