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Table 2 Top 10 ADR models ranked by AUC

From: Predicting adverse drug reactions through interpretable deep learning framework

ADR concept ID ADR name Number of positive drugs Accuracy Sensitivity Specificity Precision AUC
C0263449 Dermatitis perioral 31 0.945 0.742 0.950 0.247 0.957
C0085570 Alkalosis hypokalaemic 15 0.910 0.867 0.911 0.094 0.935
C0270994 Steroid myopathy 16 0.892 1.000 0.890 0.094 0.931
C0235409 Increased insulin requirement 15 0.852 1.000 0.850 0.066 0.927
C0085660 Aseptic necrosis 18 0.908 0.778 0.910 0.099 0.916
C0877365 Infusion site erythema 11 0.936 0.545 0.939 0.065 0.913
C0271738 Secondary adrenocortical insufficiency 25 0.884 0.880 0.884 0.119 0.908
C0175167 Acneiform eruption 35 0.945 0.714 0.951 0.266 0.905
C0235259 Cataract subcapsular 35 0.913 0.800 0.915 0.192 0.905
C0152459 Skin striae 52 0.977 0.788 0.984 0.651 0.902
  1. The model evaluation metrics during cross-validations are provided