Bearing Fault Diagnosis Based on Frequency Subbands Feature Extraction and Multibranch One-Dimension Convolutional Neural Network

Table 5

Accuracy of the model under different loads.

Load (HP)	Maximum (%)	Minimum (%)	Average accuracy (%)	Standard deviation (%)
0	100	99.2	99.94	0.16
1	100	98	99.37	0.48
2	100	99.2	99.98	0.11
3	100	99.2	99.98	0.13