Novel Model Based on Stacked Autoencoders with Sample-Wise Strategy for Fault Diagnosis

Table 7

Detailed results of SAE-SWS-s in the SDD dataset.

Class Number	Train Accuracy (%)	Test Accuracy (%)
Class 1	100	98.62
Class 2	97.02	96.54
Class 3	95.79	93.25
Class 4	100	97.39
Class 5	99.70	96.56
Class 6	100	100
Class 7	94.53	93.42
Class 8	95.12	94.41
Class 9	99.63	97.83
Class 10	100	100
Class 11	98.56	96.25