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Table 2 Comparison of MAPEs between nested and single method for Germany and The Netherlands

From: Nesting the SIRV model with NAR, LSTM and statistical methods to fit and predict COVID-19 epidemic trend in Africa

Country

Methods

7 days

14 days

21 days

Nested

Single

Nested

Single

Nested

Single

Germany

NAR

2.21

19.00

3.48

30.60

5.92

38.58

LSTM

2.31

4.66

2.62

13.33

2.82

24.19

ARIMA

8.19

12.37

17.41

24.11

26.69

34.88

The Netherlands

NAR

4.91

3.52

14.76

13.61

25.32

26.16

LSTM

2.17

5.96

6.52

14.74

12.88

24.66

ARIMA

2.33

3.96

6.94

11.91

12.24

21.06