Table II.
The Prediction Accuracies of the Best Binary SVMs for the Seven Drugs
| Model | Drug | MIECs | Kernel | SEtest | SPtest | Q+ | Q− | C |
|---|---|---|---|---|---|---|---|---|
| 1 | APV | ΔEvdw, ΔGpolar | Linear | 87.2 | 93.8 | 73.6 | 97.4 | 0.758 |
| 2 | ATV | ΔEvdw, ΔGpolar | Linear | 91.2 | 92.8 | 91.3 | 92.8 | 0.841 |
| 3 | IDV | ΔEvdw, ΔGpolar | Linear | 92.0 | 93.7 | 87.3 | 96.2 | 0.846 |
| 4 | LPV | ΔEvdw, ΔGpolar | Linear | 93.1 | 95.0 | 92.1 | 95.7 | 0.879 |
| 5 | NFV | ΔEvdw, ΔGpolar | Linear | 94.3 | 94.7 | 93.1 | 95.6 | 0.888 |
| 6 | RTV | ΔEvdw, ΔGpolar | Linear | 95.8 | 96.1 | 95.6 | 99.0 | 0.952 |
| 7 | SQV | ΔEvdw, ΔEele | Linear | 92.1 | 95.2 | 87.5 | 97.1 | 0.859 |