Table 4. Class-Wise Performance of Binary Classifier Differentiating Nonsensitizers from Sensitizers on the Test Set.
ε | class | validity | efficiency |
---|---|---|---|
0.05 | nonsensitizer | 0.96 | 0.34 |
sensitizer | 0.97 | 0.30 | |
0.10 | nonsensitizer | 0.89 | 0.52 |
sensitizer | 0.95 | 0.45 | |
0.20 | nonsensitizer | 0.77 | 0.84 |
sensitizer | 0.89 | 0.72 | |
0.30 | nonsensitizer | 0.65 | 0.93 |
sensitizer | 0.74 | 0.91 |