Forecasting on 9 respiratory sequences (average)
0.834MAE (mm)RNN RTRL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RNN RTRLPrediction Horizon=0.1s - 2.0s2021.06 | 0.834 | 1.419 | 30.27 | 11.68 | 0.7532 | |
| RNN UOROPrediction Horizon=0.1s - 2.0s2021.06 | 0.845 | 1.275 | 28.24 | 8.81 | 0.9672 | |
| LMSPrediction Horizon=0.1s - 2.0s2021.06 | 0.957 | 1.37 | 31.16 | 9.31 | 1.596 | |
| No predictionPrediction Horizon=0.1s - 2.0s2021.06 | 3.27 | 4.243 | 93.12 | 14.8 | 0.4395 | |
| Lin. regressionPrediction Horizon=0.1s - 2.0s2021.06 | 4.45 | 6.089 | 141.1 | 30.6 | 0.7767 |