Health Indicator Construction on Bearing HI Task 1
0.069MonSkipAE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SkipAE2025.06 | 0.069 | 0.854 | 0.983 | 0.635 | |
| ISOMAP2025.06 | 0.056 | 0.854 | 0.963 | 0.625 | |
| VAEnetwork structure=same as SkipAE2025.06 | 0.028 | 0.651 | 0.975 | 0.551 | |
| P-Entropy2025.06 | 0.027 | 0.28 | 0.553 | 0.287 | |
| KPCA2025.06 | 0.026 | 0.886 | 0.864 | 0.592 | |
| CEEMDAN2025.06 | 0.025 | 0.332 | 0.807 | 0.388 | |
| SSAEarchitecture=1280-400-1280 and 400-1-4002025.06 | 0.017 | 0.505 | 0.893 | 0.472 | |
| RMS2025.06 | 0.006 | 0.537 | 0.963 | 0.502 |