预测时长

地区

模型

R2

MAPE/%

模型

R2

MAPE/%

7

Australia

BiLSTM

0.9662

0.0013

LSTM

0.6990

0.0049

7

Taiwan, China

BiLSTM

0.9324

0.0030

LSTM

0.3804

0.0101

7

South America

BiLSTM

0.9576

0.0004

LSTM

-0.1409

0.0021

7

Israel

BiLSTM

0.8559

0.0012

LSTM

0.7362

0.0017

14

Australia

BiLSTM

0.9814

0.0022

LSTM

0.9418

0.0043

14

Taiwan, China

BiLSTM

0.9871

0.0024

LSTM

0.8656

0.0087

14

South America

BiLSTM

0.9842

0.0006

LSTM

0.6498

0.0027

14

Israel

BiLSTM

0.9455

0.0014

LSTM

0.8775

0.0021

21

Australia

BiLSTM

0.9804

0.0035

LSTM

0.9690

0.0048

21

Taiwan, China

BiLSTM

0.9943

0.0022

LSTM

0.9467

0.0073

21

South America

BiLSTM

0.9877

0.0007

LSTM

0.8491

0.0026

21

Israel

BiLSTM

0.9552

0.0016

LSTM

0.9248

0.0021

30

Australia

BiLSTM

0.9900

0.0034

LSTM

0.9858

0.0044

30

Taiwan, China

BiLSTM

0.9954

0.0026

LSTM

0.9779

0.0061

30

South America

BiLSTM

0.9728

0.0014

LSTM

0.9170

0.0026

30

Israel

BiLSTM

0.9709

0.0015

LSTM

0.9426

0.0022