Bearing Defect Detection with Unsupervised Neural Networks

Table 2

Statistics of the above indicators for the supervised neural networks and the unsupervised neural networks.

	TP	FN	FP	TN	ACC	P	R	AUC
The first experiment	1980	0	96	0	0.9538	0.9538	1	0.8567
The second experiment	1980	0	25	71	0.9879	0.9875	1	0.9721
The third experiment	1980	0	47	49	0.9774	0.9768	1	0.9623