The Fault Diagnosis of Rolling Bearing Based on Improved Deep Forest

Table 3

The results are compared separately with the improved method in 4 classifications.

Method	Training accuracy (%)	Testing accuracy (%)
The literature method	96.72	94.78
Only improve the cascade	96.86	96.03
Only replace the learner	98.06	97.08
Proposed method	98.72	98.54