Table 6 Three indicators of the original and generated sample.
From: Fault diagnosis methods for imbalanced samples of hydraulic pumps based on DA-DCGAN
Indicator | Original | Generated | |
|---|---|---|---|
PSNR | Max | 10.5607 | 9.78524 |
Min | 8.79940 | 8.46328 | |
mean | 10.1212 | 8.53167 | |
SSIM | Max | 0.64513 | 0.30958 |
Min | 0.40043 | 0.10123 | |
mean | 0.52751 | 0.14892 | |
PCC | Max | 0.80323 | 0.75647 |
Min | 0.69950 | 0.67569 | |
mean | 0.74930 | 0.69069 | |
