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Regularized CatBoost/Ushahidi
Rekodi ya ushahidi wa mbinu

Regularized CatBoost

Regularized CatBoost applies explicit regularization controls — L2 leaf regularization, tree depth constraints, shrinkage rate, and model size penalties — on top of CatBoost's ordered gradient boosting framework, reducing overfitting while retaining CatBoost's native handling of categorical features and its low prediction latency on tabular datasets.

Sources recorded, not reviewed

Rekodi ya chanzo

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Regularized CatBoost (Categorical Boosting with Explicit Regularization)
Rekodi ya mbinu ya kiajenda · ml-model / machine-learning
  • Prokhorenkova, L., Gusev, G., Vorobev, A., Dorogush, A. V., & Gulin, A. (2018). CatBoost: unbiased boosting with categorical features. Advances in Neural Information Processing Systems, 31. · URL
  • Dorogush, A. V., Ershov, V., & Gulin, A. (2018). CatBoost: gradient boosting with categorical features support. arXiv preprint arXiv:1810.11363. · URL
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Same method familyCatBoostmachine-suggested · Relational suggestion, not evidence.Same method familyGradient Boostingmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRegularized Gradient Boostingmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRegularized LightGBMmachine-suggested · Relational suggestion, not evidence.Same method familyXGBoostmachine-suggested · Relational suggestion, not evidence.

Hali ya ushahidi

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

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