Forecasting on 9 respiratory sequences (regular breathing)
0.674MAE (mm)RNN UORO
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RNN UOROPrediction Horizon=0.1s - 2.0s2021.06 | 0.674 | 1.03 | 0.2868 | 7.2 | 0.7778 | |
| RNN RTRLPrediction Horizon=0.1s - 2.0s2021.06 | 0.684 | 1.119 | 0.2914 | 10.01 | 0.6494 | |
| LMSPrediction Horizon=0.1s - 2.0s2021.06 | 0.907 | 1.247 | 0.2987 | 8.59 | 1.646 | |
| No predictionPrediction Horizon=0.1s - 2.0s2021.06 | 2.89 | 3.952 | 1.006 | 13.9 | 0.3877 | |
| Lin. regressionPrediction Horizon=0.1s - 2.0s2021.06 | 3.23 | 4.454 | 1.181 | 23.2 | 0.6011 |