Xgboost, Adaboost, Machine Learning, Boosting, Data Science.
various boosting algorithms, XGBoost, LightGBM, and AdaBoost stand out as powerful contenders, each with its unique strengths and characteristics. In this article, we will demystify these boosting algorithms, exploring their underlying principles, key differences, and practical applications. This