Open Access
Table 1
Comparison with other models on Teff.
| Model | MAE(K) | RMSE(K) | MAPE(%) | ME(K) |
|---|---|---|---|---|
| RF | 4217 | 6686 | 19.80% | 2480 |
| NGBoost | 3992 | 6541 | 18.48% | 2361 |
| CatBoost | 4264 | 6629 | 19.74% | 2831 |
| XGBoost | 4038 | 7015 | 18.46% | 2175 |
| LightGBM | 3950 | 6895 | 18.30% | 2082 |
| MLP | 3416 | 6113 | 15.07% | 1820 |
| EstNet34 | 3087 | 5479 | 13.81% | 1672 |
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