时间

模型

R方

RMSE

NS

(t + 1) h

SVM

0.898

8.962

0.996

LSTM

0.916

8.155

0.996

改进后的Seq2Seq-LSTM

0.908

8.52

0.996

(t + 3) h

SVM

0.714

14.986

0.987

LSTM

0.755

13.865

0.989

改进后的Seq2Seq-LSTM

0.717

14.895

0.988

(t + 5) h

SVM

0.579

18.192

0.982

LSTM

0.623

17.202

0.983

改进后的Seq2Seq-LSTM

0.684

15.574

0.986

(t + 7) h

SVM

0.483

20.15

0.977

LSTM

0.506

19.69

0.978

改进后的Seq2Seq-LSTM

0.536

19.085

0.98