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. 2021 Sep 1;6(36):23570–23577. doi: 10.1021/acsomega.1c03689

Table 2. External Test Resultsa.

  n AUC BAC ACC sensitivity specificity F-measure precision recall MCC
MD-based method 309 0.883 0.817 0.825 0.772 0.863 0.784 0.797 0.772 0.638
DeepSnap-DL 309 0.905 0.833 0.832 0.843 0.824 0.805 0.770 0.843 0.659
ensemble model 309 0.943 0.868 0.874 0.835 0.901 0.845 0.855 0.835 0.739
consensus model 214   0.958 0.959 0.953 0.963 0.948 0.943 0.953 0.915
a

MD-based method, molecular descriptor-based method; AUC, area under the curve of the receiver operating characteristic curve; BAC, balanced accuracy; ACC, accuracy; MCC, Matthews correlation coefficient.