CatBoost: unbiased boosting with categorical features

Liudmila Prokhorenkova, Gleb Gusev, Aleksandr Vorobev, Anna Veronika Dorogush, Andrey Gulin

May-26-2025, 04:31:35 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

artificial intelligence, categorical feature, machine learning, (18 more...)

Neural Information Processing Systems

May-26-2025, 04:31:35 GMT

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Country:
- Europe > Russia (0.14)
- North America
  - Canada (0.14)
  - United States (0.14)

Genre:
- Research Report
  - Experimental Study (0.68)
  - New Finding (0.68)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning
  - Decision Tree Learning (0.69)
  - Ensemble Learning (0.89)
  - Statistical Learning (1.00)

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CatBoost: unbiased boosting with categorical features
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