Health Indicator Construction on Bearing HI Task 2
10.5MonSkipAE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SkipAE2025.06 | 10.5 | 63.9 | 98.4 | 57.6 | |
| KPCA2025.06 | 10.3 | 59.3 | 94.6 | 54.7 | |
| ISOMAP2025.06 | 10.1 | 62.8 | 94.2 | 55.7 | |
| VAEnetwork structure=same as SkipAE2025.06 | 9.7 | 55.6 | 98.1 | 54.5 | |
| CEEMDAN2025.06 | 6.4 | 33.3 | 92.6 | 44.1 | |
| P-Entropy2025.06 | 6.2 | 26.3 | 59.8 | 30.8 | |
| RMS2025.06 | 5.5 | 37.3 | 83.2 | 42 | |
| SSAEarchitecture=1280-400-1280 and 400-1-4002025.06 | 4.2 | 34.3 | 95.9 | 44.7 |