Table 3. The accuracy of SVM using just single propensity by the 2-level 10-fold cross validation scheme.
Data setsPropensities | AAP872 | ABCpred | BCPred | Combo |
1. Hydrophilicity (Parker) | 56.99% | 53.75% | 58.00% | 57.11% |
2. Accessibility (Emini) | 57 23% | 56.10% | 58.36% | 57.52% |
3. Flexibility (Karplus) | 53.96% | 54.23% | 55.43% | 56.10% |
4. Surface Exposed Scale (Janin) | 54.65% | 55.29% | 55.43% | 57.48% |
5. Polarity (Ponnuswamy) | 52.76% | 49.67% | 52.86% | 54.20% |
6. Turns (Pellequer) | 52.41% | 52.59% | 52.43% | 52.67% |
7. Antigenicity (Kolaskar) | 55.50% | 56.28% | 55.29% | 56.43% |
8. Beta-turn (Chou) | 56.94% | 56.44% | 58.64% | 59.46% |