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31 Mar 2023

Is CatBoost faster than LightGBM and XGBoost?

How fast and accurately do the top three gradient-boosting algorithm implementations in ML perform on prediction tasks? In this study, we conducted a head-to-head analysis of CatBoost, LightGBM, and XGBoost, utilising an openly accessible WEB10K dataset and uncovered fascinating insights.

by | Berlin