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|
algorithm
|
period
|
MAE
|
MAPE (in%)
|
algorithm
|
period
|
MAE
|
MAPE (in %)
|
|---|
|
lm
|
1
|
14.27
|
6.7
|
lm
|
730
|
10.59
|
8.6
|
|
glmnet
|
1
|
14.31
|
6.8
|
lm
|
1
|
10.59
|
8.6
|
|
gbm
|
730
|
14.33
|
6.8
|
glmnet
|
1
|
10.60
|
8.6
|
|
lm
|
7
|
14.33
|
6.8
|
lm
|
7
|
10.62
|
8.6
|
|
lm
|
365
|
14.34
|
6.8
|
gbm
|
1
|
10.63
|
8.6
|
|
glmnet
|
7
|
14.37
|
6.8
|
glmnet
|
7
|
10.64
|
8.6
|
|
glmnet
|
365
|
14.38
|
6.8
|
glmnet
|
730
|
10.64
|
8.5
|
|
gbm
|
7
|
14.40
|
6.8
|
gbm
|
7
|
10.71
|
8.7
|
|
lm
|
60
|
14.47
|
6.8
|
gbm
|
730
|
10.78
|
8.7
|
|
glmnet
|
60
|
14.47
|
6.8
|
lm
|
365
|
10.80
|
8.7
|
|
glmnet
|
1
|
14.49
|
6.9
|
glmnet
|
365
|
10.82
|
8.7
|
|
lm
|
30
|
14.50
|
6.8
|
lm
|
30
|
10.84
|
8.8
|
|
glmnet
|
30
|
14.50
|
6.8
|
glmnet
|
30
|
10.84
|
8.8
|
|
gbm
|
30
|
14.52
|
6.9
|
lm
|
60
|
10.86
|
8.8
|
|
gbm
|
60
|
14.52
|
6.9
|
glmnet
|
60
|
10.87
|
8.8
|
|
gbm
|
365
|
14.53
|
6.9
|
rf
|
1
|
10.93
|
8.9
|
|
rf
|
1
|
14.55
|
6.9
|
gbm
|
365
|
10.96
|
8.9
|
|
glmnet
|
730
|
14.58
|
6.8
|
gbm
|
30
|
11.00
|
8.9
|
|
lm
|
730
|
14.60
|
6.9
|
rf
|
7
|
11.08
|
9.0
|
|
rf
|
7
|
14.66
|
6.9
|
gbm
|
60
|
11.15
|
9.0
|
|
rf
|
730
|
14.73
|
6.9
|
rf
|
60
|
11.21
|
9.1
|
|
rf
|
365
|
14.76
|
7.0
|
rf
|
30
|
11.21
|
9.1
|
|
rf
|
60
|
15.02
|
7.1
|
rf
|
365
|
11.49
|
9.2
|
|
rf
|
30
|
15.08
|
7.1
|
rf
|
730
|
11.51
|
9.0
|
|
knn
|
1
|
15.52
|
7.3
|
knn
|
7
|
12.55
|
10.1
|
|
knn
|
7
|
15.53
|
7.3
|
knn
|
1
|
12.60
|
10.1
|
|
knn
|
730
|
15.61
|
7.4
|
knn
|
30
|
12.75
|
10.2
|
|
knn
|
365
|
15.62
|
7.4
|
knn
|
60
|
12.78
|
10.2
|
|
knn
|
30
|
15.75
|
7.4
|
knn
|
730
|
12.81
|
10.1
|
|
knn
|
60
|
15.93
|
7.5
|
knn
|
365
|
12.81
|
10.1
|
| |
(a) St Mary’s Hospital
| | | |
(b) Charing Cross Hospital
| | |
