GB, GBDT, XGBoost, LightGBM

GB:boosting算法,是一种算法思想

GBDT :说白了就是gradient boosting的基学习器为cart回归树

XGBoost:GBDT的高效实现

LightGBM:GBDT的高效实现,对XGBoost改进

参考

https://www.jianshu.com/p/765efe2b951a

Author

Lavine Hu

Posted on

2022-06-09

Updated on

2024-04-14

Licensed under

# Related Post
  1.catboost(categorical boosting)
  2.lightgbm
  3.xgboost
  4.GBDT
  5.gradient boosting
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