Skip to main content

Table 3 SVMs for the Gaussian kernel function during the training process

From: A novel protection scheme for synchronous generator stator windings based on SVM

 

SVM

Order of polynomial kernel n

Penalty due to the error C

Accuracy of SVM%

1

SVM1

1.5

265

95.143

SVM2

1

104

96.257

2

SVM1

2

513

95.328

SVM2

6

682

81.250

3

SVM1

3

610

92.341

SVM2

2

595

96.861

4

SVM1

8.5

490

94.654

SVM2

9

463

86.095