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

Table 10. Class-Wise Performance of Combined Workflow for Ternary Prediction of Skin Sensitization Potential on the Test Set.

ε class validity efficiency SE SP PPV NPV
0.10 nonsensitizer 0.93 0.49 0.92 0.89 0.95 0.83
weak to moderate sensitizer 0.88 0.32 0.81 0.94 0.81 0.94
strong to extreme sensitizer 1.00 0.32 1.00 0.98 0.75 1.00
0.20 nonsensitizer 0.81 0.77 0.83 0.83 0.90 0.73
weak to moderate sensitizer 0.74 0.64 0.74 0.89 0.72 0.90
strong to extreme sensitizer 0.89 0.53 0.80 0.94 0.50 0.98
0.30 nonsensitizer 0.70 0.90 0.78 0.86 0.89 0.72
weak to moderate sensitizer 0.58 0.88 0.66 0.84 0.64 0.84
strong to extreme sensitizer 0.63 0.95 0.67 0.89 0.39 0.96