Table 5 Comparison between accuracy and training time for ANN and SVMs methods
From: A novel protection scheme for synchronous generator stator windings based on SVM
Method | Accuracy for training patterns % | Accuracy for testing patterns % | Training time (s) |
|---|---|---|---|
SVM1 | 99.80 | 94.75 | <1 |
SVM2 | 99.67 | 92.17 | <1 |
ANN [13] | 93.7 | 89.1 | 10 |