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Runtime of Respiratory Signal Extraction (Mean ± Standard Deviation)
| Learning time [s] | Application time [ms] | |
|---|---|---|
| Isomap | 0.05 ± 0.00 | 1.52 ± 0.91 |
| PCA | 0.08 ± 0.06 | 0.32 ± 0.03 |
| Multi-Resolution PCA | 0.36 ± 0.05 | 1.70 ± 1.06 |
| KPCA | 0.01 ± 0.00 | 6.09 ± 0.17 |
| Patch KPCA | 0.12 ± 0.01 | 4.92 ± 1.29 |
| Multi-Resolution KPCA | 0.25 ± 0.03 | 8.43 ± 1.90 |
