Automatic Diagnosis of Microgrid Networks’ Power Device Faults Based on Stacked Denoising Autoencoders and Adaptive Affinity Propagation Clustering

Table 7

The error classification accuracy through various models (the testing dataset).

Model	Dataset	Error rate (%)
		FCM	GK	GG	adAP
SAE	A	3.89	6.67	3.89	—
	B	1.67	11.1	0	5
SDAE	A	4.44	15	3.89	4.44
	B	2.78	13.3	2.22	2.78