Table 4.
Prediction results for four types of voltage-gated ion channels.
| Method | K (%) | Ca (%) | Na (%) | Anion (%) | OA (%) | AA (%) |
|---|---|---|---|---|---|---|
| Random forest (188D) | 97.5 | 37.9 | 50 | 46.2 | 72.973 | 57.9 |
| SVM (188D) | 96.3 | 48.3 | 58.3 | 69.2 | 79.0541 | 68.0 |
| Random forest (400D) | 97.5 | 6.9 | 50 | 23.1 | 62.8378 | 44.4 |
| SVM (400D) | 85.2 | 62.1 | 50 | 73.1 | 75.6757 | 67.6 |
| Random forest (588D) | 97.5 | 34.5 | 50 | 57.7 | 74.3243 | 59.9 |
| SVM (588D) | 96.3 | 48.3 | 58.3 | 69.2 | 79.0541 | 60.2 |
| Random forest (424D) | 98.8 | 34.5 | 58.3 | 46.2 | 73.6486 | 59.5 |
| SVM (424D) | 96.3 | 48.3 | 58.3 | 69.2 | 79.0541 | 68.0 |