Anomaly Detection on Trend 7.8
1R-R ScorePCA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PCA2024.10 | 1 | 0.002 | 0.004 | |
| Ocsvm2024.10 | 0.996 | 0.001 | 0.002 | |
| HBOS2024.10 | 0.768 | 0.064 | 0.117 | |
| DLin2024.10 | 0.715 | 0.082 | 0.147 | |
| TsNet2024.10 | 0.681 | 0.187 | 0.294 | |
| Modern2024.10 | 0.68 | 0.122 | 0.207 | |
| iTrans2024.10 | 0.561 | 0.168 | 0.258 | |
| Patch2024.10 | 0.546 | 0.165 | 0.253 | |
| CATCH2024.10 | 0.529 | 0.242 | 0.332 | |
| NLin2024.10 | 0.432 | 0.155 | 0.229 | |
| DualTF2024.10 | 0.316 | 0.099 | 0.15 | |
| AE2024.10 | 0.279 | 0.076 | 0.119 | |
| IF2024.10 | 0.22 | 0.641 | 0.327 | |
| TFAD2024.10 | 0.183 | 0.127 | 0.15 | |
| ATrans2024.10 | 0.095 | 0.146 | 0.115 | |
| DC2024.10 | 0.015 | 0.048 | 0.023 |