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. 2020 Apr 7;12:21. doi: 10.1186/s13321-020-00426-7

Table 4.

External validation results

Descriptor Method AUC-ROC BACC Sensitivity Specificity
MOE BayesNet 0.62 0.60 0.75 0.45
RF 0.73 0.64 0.63 0.66
SVM—MU 0.51 0.56 0.35 0.86
RDKit BayesNet 0.56 0.57 0.50 0.64
RF—MU 0.68 0.61 0.71 0.52
SVM—MU 0.62 0.54 0.15 0.94
QNA BayesNet 0.63 0.62 0.63 0.60
RF—DU 0.50 0.58 0.25 0.89
SVM—MU 0.60 0.57 0.63 0.52
Graphs GCNN 0.48 0.53 0.38 0.68