동선생

In this post, I want to talk about the difference between GBM(Gradient Boosting Machine) and XGBoost.  Reading the previous post will be helpful for your understanding: [Kaggle Extra Study] 14. Tree-based Ensemble ModelsTree-based Ensemble Models?LightGBM, XGBoost, CatBoost, Random Forest are all tree-based ensemble models.These algorithms are popular on Kaggle because of their high prediction p..

Tree-based Ensemble Models?LightGBM, XGBoost, CatBoost, Random Forest are all tree-based ensemble models.These algorithms are popular on Kaggle because of their high prediction performance, fast learning speed, and ability to handle various data types.They show particularly powerful performance in analyzing structured data."Tree-based": These algorithms all use decision trees as their basic buil..