TECHNIQUE
Predictive & Classical ML
| Name | Kind | When | Maturity |
|---|---|---|---|
| XGBoost | library | the default strong tabular model with the broadest serving and tooling support | commodity |
| LightGBM | library | faster training and lower memory on large tabular datasets | commodity |
| CatBoost | library | heavy categorical features without manual encoding work | established |