Bearing Fault Diagnosis Based on Multiscale Convolutional Neural Network Using Data Augmentation

Table 4

Description of data—IMS.

Training samples	Validation samples	Test samples	Fault types	Class ID
1500	192	240	Normal	0
1500	192	240	IR	1
1500	192	240	Roller element	2
1500	192	240	OR	3