Rolling Bearing Fault Diagnosis Using Modified Neighborhood Preserving Embedding and Maximal Overlap Discrete Wavelet Packet Transform with Sensitive Features Selection

Table 13

The detailed information of the used vibration dataset.

Condition of the bearings	Defect size (mm)	Number of training samples	Number of testing samples		Class
		1800 tr/min	1800 tr/min (case 1)	1200 tr/min (case 2)
Healthy ball	0	20	40	40	1
Ball fault	0.05	20	40	40	2
	0.1	20	40	40	3
	0.2	20	40	40	4
Inner race fault	0.05	20	40	40	5
	0.1	20	40	40	6
	0.2	20	40	40	7
Outer race fault	0.05	20	40	40	8
	0.1	20	40	40	9
	0.2	20	40	40	10
Number of samples		240	480	480