Table 7.
The diagnostic tasks for experiments of CWRU with different SNR noise.
| Task | Training data | Testing data |
|---|---|---|
| A1 | Condition1 and SNR=6,4,2,0,-2,-4,-6dB | Condition2 and SNR=6,4,2,0,-2,-4,-6dB |
| A2 | Condition1 and SNR=6,4,2,0,-2,-4,-6dB | Condition3 and SNR=6,4,2,0,-2,-4,-6dB |
| A3 | Condition2and SNR=6,4,2,0,-2,-4,-6dB | Condition3 and SNR=6,4,2,0,-2,-4,-6dB |
| B1 | Condition2,3 and SNR=6,4,2,0,-2,-4,-6dB | Condition1 and SNR=6,4,2,0,-2,-4,-6dB |
| B2 | Condition1,3 and SNR=6,4,2,0,-2,-4,-6dB | Condition2 and SNR=6,4,2,0,-2,-4,-6dB |
| B3 | Condition1,2 and SNR=6,4,2,0,-2,-4,-6dB | Condition3 and SNR=6,4,2,0,-2,-4,-6dB |