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Classification With XGBoost, CatBoost & LightGBM Collection

Snippets for training classification models with XGBoost, CatBoost & LightGBM

XGBOOST

How to Train XGBoost with Imbalanced Data Using Scale_pos_weight

XGBoost Binary Classification

XGBoost Multiclass Classification

CATBOOST

Catboost - Training a Regression Model on GPU

CatBoostClassifier - Binary Classification with Catboost

CatBoost Mulitclass Classification

LIGHTGBM

LGBMClassifier - Training a Binary Classification Model With LightGBM

LightGBM MultiClass Classification