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. 2020 Dec 9;34(2):330–344. doi: 10.1021/acs.chemrestox.0c00253

Table 3. Overall Performance of Binary Aggregated Mondrian CP Classifier, Differentiating Nonsensitizers from Sensitizers, on the Test Set.

ε validity efficiency ACC MCC CCR SE SP NPV PPV
0.05 0.96 0.32 0.89 0.78 0.89 0.91 0.88 0.94 0.83
0.10 0.91 0.49 0.83 0.66 0.84 0.90 0.78 0.92 0.72
0.20 0.82 0.79 0.77 0.55 0.78 0.84 0.72 0.88 0.65
0.30 0.69 0.92 0.75 0.51 0.76 0.81 0.70 0.84 0.65