From: Support Vector Machines for predicting protein structural class
Dataset | Algorithm | Rate of correct prediction for each class | Overall Rate of | |||
---|---|---|---|---|---|---|
 |  |  |  |  |  | Correct |
 |  | all-α | all-β | α/β | α+β | Prediction |
277 domains | component coupled | 84.3% | 82.0% | 81.5% | 67.7% | 79.1% |
 | neural network | 68.6% | 85.2% | 86.4% | 56.9% | 74.7% |
 | SVM | 74.3% | 82.0% | 87.7% | 72.3% | 79.4% |
498 domains | component coupled | 93.5% | 88.9% | 90.4% | 84.5% | 89.2% |
 | neural network | 86.0% | 96.0% | 88.2% | 86.0% | 89.2% |
SVM | Â | 88.8% | 95.2% | 96.3% | 91.5% | 93.2% |