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

Table 3

Detailed results of SAE-SWS-s for the CSTR.

Fault Number	Training Accuracy (%)	Testing Accuracy (%)
Fault 1	97.00	92.50
Fault 2	95.50	92.30
Fault 3	97	90.33
Fault 4	87.5	75.50
Fault 5	97.33	85.33
Fault 6	98.83	96.67
Fault 7	99.67	96.50
Fault 8	97.67	74.67
Fault 9	96.5	78.67
Fault 10	100	100
Fault 11	87.83	70.50
Normal state	93.33	85.67