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CatBoost Algorithms and Applications: Definitive Reference for Developers and Engineers

By Richard Johnson
eBook
$9.95
By Richard Johnson
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"CatBoost Algorithms and Applications"
"CatBoost Algorithms and Applications" offers a comprehensive and rigorous exploration of one of the most advanced gradient boosting frameworks in modern machine learning. The book begins with a deep dive into the mathematical foundations of CatBoost, dissecting key techniques such as ordered boosting, sophisticated handling of categorical variables, robust overfitting prevention, and the formal structure of symmetric trees. It unpacks CatBoost's intern...