Table 1 Results of Self-Consistency Test
From: Support Vector Machines for predicting protein structural class
Dataset | Algorithm | Rate of correct prediction for each class | Overall Rate of | |||
|---|---|---|---|---|---|---|
| Â | Â | Â | Â | Â | Â | Correct |
|  |  | all-α | all-β | α/β | α+β. | Prediction |
277 domains | component coupled | 95.7% | 93.4% | 95.1% | 92.3% | 94.2% |
| Â | neural network | 98.6% | 93.4% | 96.3% | 84.6% | 93.5% |
| Â | SVM | 100% | 100% | 100% | 100% | 100% |
498 domains | component coupled | 95.8% | 95.2% | 94.9% | 95.4% | 95.8% |
| Â | neural network | 100% | 98.4% | 96.3% | 84.5% | 94.6% |
| Â | SVM | 100% | 100% | 100% | 100% | 100% |