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. 2021 Nov 27;2021:8551167. doi: 10.1155/2021/8551167

Table 3.

The evaluation metrics for the SST prediction of different models.

Model MAE MSE RMSE R 2 (%)
ARIMA 0.9601 ± 0.4270 1.6392 ± 1.0761 1.1958 ± 0.4820 NA
D-tree 0.0772 ± 0.0170 0.0272 ± 0.0121 0.1346 ± 0.0318 99.49 ± 0.21
RF 0.0607 ± 0.0144 0.0190 ± 0.0106 0.1076 ± 0.0287 99.63 ± 0.19
SVR 0.0515 ± 0.0096 0.0138 ± 0.0072 0.0954 ± 0.0230 99.73 ± 0.13
LR 0.0651 ± 0.0144 0.0226 ± 0.0088 0.1302 ± 0.0251 99.88 ± 0.03
GRU-DNN 0.0498 ± 0.0353 0.0136 ± 0.0219 0.0934 ± 0.0738 99.74 ± 0.40