Methods

15 min

30 min

60 min

MAE

RMSE

MAPE%

MAE

RMSE

MAPE%

MAE

RMSE

MAPE%

HA

38.03

59.24

27.88

38.03

59.24

27.88

38.03

59.24

27.88

ARIMA

29.24

50.11

19.87

33.82

56.57

25.71

43.67

68.69

29.83

SVR

22.36

35.81

14.63

24.34

38.35

16.37

27.51

42.32

18.79

LSTM

21.74

33.41

13.87

23.30

36.39

15.49

28.67

44.45

18.36

STGCN

20.27

32.79

13.03

22.72

35.68

14.83

27.08

41.34

17.85

ASTGCN

20.15

31.43

14.03

22.09

34.43

15.47

26.03

40.02

19.17

DCRNN

20.75

32.24

13.10

19.89

31.61

13.79

21.67

34.00

15.41

Graph WaveNet

20.45

29.24

12.27

19.12

30.62

13.28

20.69

33.02

14.10

MINE

20.12

29.54

12.14

19.15

29.93

13.11

20.51

32.91

14.52