Quality Classification of Lithium Battery in Microgrid Networks Based on Smooth Localized Complex Exponential Model

Table 4

Classification performance compared with KNN and SVM.

Feature	Metrics	KNN (%)	SVM (%)	SLEX (%)
F1	Sensitivity	90.36	87.95	53.01
	Specificity	22.5	12.5	45
	Accuracy	68.29	63.41	50.41
F4	Sensitivity	93.98	84.34	98.80
	Specificity	77.5	75	85
	Accuracy	88.62	81.30	94.31
F8	Sensitivity	85.54	98.80	96.39
	Specificity	65	22.5	87.5
	Accuracy	78.86	73.98	93.5