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

Table 10

The comparative display of results accuracy of 3 optimization algorithms.

Classifiers	Improved GWO-SVM (%)	GA-SVM (%)	PSO-SVM (%)
F1	94.50	92.50	93.75
F2	88.80	87.50	88.80
F3	99.20	98.75	99.20
F4	93.30	91.70	93.30
F5	100.00	99.95	99.50
Average accuracy	95.16	93.99	94.46