Tool Wear Monitoring Algorithm Based on SWT-DCNN and SST-DCNN

Table 2

Comparative analysis of recognition accuracy results.

Method	Recognition accuracy (%)
	Training set	Verification set	Test set
SWT-DCNN	99.98	99.96	99.95
SST-DCNN	99.92	99.86	99.93
STFT-DCNN	99.82	99.78	99.89
CWT-DCNN	99.9	99.81	99.91