Abnormal Diagnosis Method of Self-Powered Power Supply System Based on Improved GWO-SVM

Table 11

The accuracy of abnormal diagnosis using different algorithms under the optimal feature subset.

Algorithms	Accuracy of abnormal diagnosis (%)
Improved GWO-SVM	95.2
DT	85
LR	90.4
RF	89.3
k-NN	86.8
SVM	91.7
RBF	93.3