model

MSE

RMSE

MAE

SIR

1217359.16

1103.34

2101.87

RNN

1155947.52

1075.15

1891.63

LSTM (单向)

660042.50

812.43

1252.53

RNN (双向)

531849.32

729.28

1002.45

ARIMA

1357596.1943

1165.1593

1783.4039

LSTM (双向)

394534.73

628.12

1219.65