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 |