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Benchmarks
Length of Stay Prediction on MIMIC-IV
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2.39
MAD
TPC
2.276
3.0455
3.815
4.5845
Jul 18, 2020
MAD
MAPE
MSE
MSLE
R2
Kappa
Updated 3d ago
Evaluation Results
Method
Method
Links
MAD
MAPE
MSE
MSLE
R2
Kappa
TPC
Loss Function=MSLE
2020.07
2.39
47.6
46.3
0.39
0.4
0.78
Transformer
Loss Function=MSLE
2020.07
3.62
113.8
63.4
1.21
0.18
0.45
LSTM
Loss Function=MSLE
2020.07
3.68
107.2
65.7
1.26
0.15
0.43
CW LSTM
Loss Function=MSLE
2020.07
3.68
107
66.4
1.23
0.15
0.43
Median
Loss Function=MSLE
2020.07
4.6
216.8
86.8
2.09
-0.12
0
Mean
Loss Function=MSLE
2020.07
5.24
474.9
77.7
2.8
0
0
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