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 |