模型

MSE

RMSE

MAE

R2

SL-LSTM

0.00089

0.02985

0.02319

0.69979

ML-LSTM

0.00075

0.02740

0.02274

0.75342

BiLSTM

0.00062

0.02486

0.01933

0.80153

SA-CNN-BiLSTM

0.00233

0.04831

0.04273

0.95719

MHA-CNN-BiLSTM

0.00188

0.04339

0.03663

0.97218

PMHA-CNN-BiLSTM

0.00177

0.04202

0.03467

0.97645

PMHA-CNN-BiLSTM-XGBoost

0.00010

0.01002

0.00728

0.98009