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Forecasting on 9 respiratory sequences (irregular breathing)
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0.916
MAE (mm)
RNN UORO
0.68984
2.21642
3.743
5.26958
Jun 2, 2021
MAE (mm)
RMSE (mm)
nRMSE
Max Error (mm)
Jitter (mm)
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE (mm)
RMSE (mm)
nRMSE
Max Error (mm)
Jitter (mm)
RNN UORO
Prediction Horizon=0.1...
2021.06
0.916
1.505
32.11
12.34
0.9973
RNN RTRL
Prediction Horizon=0.1...
2021.06
0.973
1.721
36.88
14.56
0.8735
LMS
Prediction Horizon=0.1...
2021.06
1.18
1.818
41.98
12.9
1.724
No prediction
Prediction Horizon=0.1...
2021.06
3.43
4.461
98.33
18.2
0.5045
Lin. regression
Prediction Horizon=0.1...
2021.06
6.57
9.164
213.2
49
1.078
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