CatBoost: unbiased boosting with categorical features
Published in
Neural Information Processing Systems(2017)External Links:
TL
TL;DR
This paper presents the key algorithmic techniques behind CatBoost, a new gradient boosting toolkit and provides a detailed analysis of this problem and demonstrates that proposed algorithms solve it effectively, leading to excellent empirical results.