massOfai

CatBoost

AI/ML Fundamentals

Gradient boosting with categorical features handling

What is CatBoost?

Library by Yandex that handles categorical features natively and reduces overfitting with ordered boosting.

Real-World Examples

  • E-commerce feature-rich datasets
  • Categorical-heavy tabular data