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Table 6 Performance comparison on the in vitro dataset

From: Computational determination of hERG-related cardiotoxicity of drug candidates

Models Accuracy MCC Sensitivity Specificity
Our model 0.901 0.368 0.321 0.967
Pred-hERG binary 0.15 −0.034 0.912 0.061
Pred-hERG multiclass 0.902 0.218 0.075 0.999
OCHEM Predictor 0.885 0.133 0.099 0.978