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 |