模型

R²

RMSE

MAE

MAPE

SVR

0.9423

96.6341

63.6032

1.9684

LSTM

0.9610

79.2601

53.5860

0.1137

GRU

0.9667

73.2808

49.2921

0.0960

CNN-GRU

0.9678

71.9996

47.4408

0.0952

GRU-ATT

0.9669

73.0234

47.7496

0.0967

CNN-GRU-ATT

0.9689

70.7743

45.4032

0.0892

KCNN-GRU-ATT

0.9779

59.7029

40.0641

0.0886