The Fault Diagnosis of Rolling Bearing Based on Improved Deep Forest

Table 4

The results are compared separately with the improved method in 10 classifications.

Method	Training accuracy (%)	Testing accuracy (%)
The literature method	92.13	91.98
Only improve the cascade	93.19	95.74
Only replace the learner	97.29	96.24
Proposed method	98.05	96.99