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. 2021 Jul 5;52(3):3303–3318. doi: 10.1007/s10489-021-02616-8

Table 8.

The prediction results using the data in Ohio

Model Training Testing
MAE RMSE R2 MAE RMSE R2

LSTM-based

DA-RNN

779.2359 1015.8341 0.9993 954.3849 1342.0370 0.9156

GRU-based

DA-RNN

699.2269 932.7992 0.9994 909.3970 1134.3039 0.9130
Encoder-Decoder 939.3892 1237.9832 0.8128 1049.2895 1689.3498 0.7496
SVR 1437.604 2038.3557 0.6781 1704.4902 2368.9732 0.5810