Health Indicator Construction on Bearing HI Task 3
0.074MonSkipAE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SkipAE2025.06 | 0.074 | 0.899 | 0.973 | 0.649 | |
| ISOMAP2025.06 | 0.068 | 0.775 | 0.922 | 0.588 | |
| VAEnetwork structure=same as SkipAE2025.06 | 0.057 | 0.852 | 0.973 | 0.627 | |
| SSAEarchitecture=1280-400-1280 and 400-1-4002025.06 | 0.041 | 0.779 | 0.803 | 0.541 | |
| CEEMDAN2025.06 | 0.038 | 0.368 | 0.91 | 0.439 | |
| P-Entropy2025.06 | 0.036 | 0.395 | 0.823 | 0.418 | |
| RMS2025.06 | 0.028 | 0.453 | 0.886 | 0.456 | |
| KPCA2025.06 | 0.026 | 0.875 | 0.911 | 0.604 |