Table 3.
The performance of each property in the uni-variant analysis on training data
| Property | Sens. | Spec. | MCC | Prob. Excess |
| Hydrophobic | 0.633 | 0.717 | 0.309 | 0.350 |
| Hydrophobic O | 0.640 | 0.751 | 0.350 | 0.391 |
| Hydrophobic D | 0.519 | 0.723 | 0.217 | 0.241 |
| Polar | 0.616 | 0.734 | 0.312 | 0.350 |
| Polar O | 0.603 | 0.703 | 0.269 | 0.306 |
| Polar D | 0.604 | 0.731 | 0.299 | 0.335 |
| Small | 0.553 | 0.742 | 0.268 | 0.295 |
| Small O | 0.555 | 0.688 | 0.214 | 0.243 |
| Small D | 0.579 | 0.759 | 0.308 | 0.338 |
| Aliphatic | 0.601 | 0.748 | 0.314 | 0.349 |
| Aromatic | 0.604 | 0.720 | 0.288 | 0.324 |
| Aromatic O | 0.602 | 0.732 | 0.298 | 0.334 |
| Aromatic D | 0.538 | 0.660 | 0.173 | 0.198 |
| Positive | 0.599 | 0.678 | 0.242 | 0.277 |
| Positive O | 0.573 | 0.662 | 0.204 | 0.235 |
| Positive D | 0.583 | 0.667 | 0.218 | 0.250 |
| Negative | 0.586 | 0.696 | 0.248 | 0.282 |
| Proline | 0.564 | 0.684 | 0.218 | 0.248 |
| Charged | 0.614 | 0.707 | 0.282 | 0.320 |
| Charged O | 0.571 | 0.664 | 0.204 | 0.235 |
| Charged D | 0.603 | 0.706 | 0.272 | 0.309 |
| Tiny | 0.528 | 0.732 | 0.234 | 0.259 |
| Tiny O | 0.577 | 0.675 | 0.220 | 0.252 |
| Tiny D | 0.553 | 0.748 | 0.274 | 0.301 |
The best performance among each property group is highlighted with bold font.