TABLE I.
Comparison in metrics of the regressor in different GBDT libraries.
| R2 | MSE Loss | |
|---|---|---|
| XGBoost | 0.932 ± 0.112 | 3109.38 ± 104.5 |
| CatBoost | 0.817 ± 0.235 | 4166.54 ± 365.47 |
| LightGBM | 0.558 ± 0.247 | 3643.38 ± 433.56 |
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