Bearing Fault Diagnosis of End-to-End Model Design Based on 1DCNN-GRU Network

Table 4

Performance of model w.r.t different dropout value.

Dropout	Converge time (s)	Training accuracy	Testing accuracy
0.1	25.5	0.9981	0.9775
0.2	24.9	0.9981	0.9700
0.3	25.4	0.9956	0.9750
0.4	25	0.9987	0.9825
0.5	25.4	0.9987	0.9850