Cat Boost Algorithms Table Of Contents: What is the CatBoost Algorithm? Features Of CatBoost Algorithm. Is tuning required in CatBoost? When and When Not to Use CatBoost (1) What Is The Cat Boost Algorithm? The term CatBoost is an acronym that stands for “Category” and “Boosting.” Does this mean the “Category’ in CatBoost means it only works for categorical features? The answer is, “No.” According to the CatBoost documentation, CatBoost supports numerical, categorical, and text features but has a good handling technique for categorical data.  The CatBoost algorithm has quite a number of parameters to tune the features in the processing stage. “Boosting” in CatBoost refers to

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