Forecasting on 9 respiratory sequences (irregular breathing)
0.916MAE (mm)RNN UORO
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RNN UOROPrediction Horizon=0.1s - 2.0s2021.06 | 0.916 | 1.505 | 32.11 | 12.34 | 0.9973 | |
| RNN RTRLPrediction Horizon=0.1s - 2.0s2021.06 | 0.973 | 1.721 | 36.88 | 14.56 | 0.8735 | |
| LMSPrediction Horizon=0.1s - 2.0s2021.06 | 1.18 | 1.818 | 41.98 | 12.9 | 1.724 | |
| No predictionPrediction Horizon=0.1s - 2.0s2021.06 | 3.43 | 4.461 | 98.33 | 18.2 | 0.5045 | |
| Lin. regressionPrediction Horizon=0.1s - 2.0s2021.06 | 6.57 | 9.164 | 213.2 | 49 | 1.078 |