Catboost
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CatBoost stands out by directly tackling a long-standing challenge in gradient boosting—how to handle categorical…
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Unveiling the power of Prediction Intervals
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CatBoost: Gradient Tree Boosting for Recommender Systems, Classification and Regression
Data ScienceBuild your own book recommender with CatBoost Ranker
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Most educational and real-world datasets contain categorical features. Today we will cover gradient boosted decision…
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Tweak your model to classify only with a higher degree of certainty
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Update: discover my new book on Gradient Boosting, Practical Gradient Boosting. It’s a deep dive…
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Investigating whether using categorical embeddings from a fast.ai neural network can improve the performance of…
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Get faster training speed with CatBoost even if you don’t have a separate GPU
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Compare CatBoost CPU vs GPU training time with a 10M rows dataset!
6 min read