Table 8 Comparative results of BPNN, RBFNN and WNN on generation dataset.
From: Research on improved convolutional wavelet neural network
Statistics | BPNN | RBFNN | WNN |
|---|---|---|---|
Maximum MSE | 0.000707 | 0.068413 | 0.002192 |
Minimum MSE | 0.00061 | 0.00005 | 0.00003 |
Mean MSE | 0.00061 | 0.011274 | 0.000351 |
Maximum error rate | 0.083616 | 0.762847 | 0.109309 |
Minimum error rate | 0.052301 | 0.015604 | 0.019316 |
Mean error rate | 0.070413 | 0.220663 | 0.036454 |
Mean training times | No case success | 9631 | 4963 |
