Catboost
catboost.ai
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Overview
CatBoost - state-of-the-art open-source gradient boosting library with categorical features support, https://catboost.yandex/ #catboost.
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Explainable artificial intelligence models using SHAP enhanced CatBoost, Bi-GRU with attention, and Tab Transformer
Insurance fraud detection remains challenging to predict in reality because claims data is often uneven among classes, and the information concerning claims is often multidimensional and nonhomogeneous. The present research used a unified evaluation frame
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How TabPFN Leverages In-Context Learning to Achieve Superior Accuracy on Tabular Datasets Compared to Random Forest and CatBoost
How TabPFN Leverages In-Context Learning to Achieve Superior Accuracy on Tabular Datasets Compared to Random Forest and CatBoost
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CatBoost-SHAP analysis decodes spatial synergies driving prehistoric architectural elongation on the Loess Plateau
Traditional architectural morphology often overlooks the complex spatial synergies driving evolution. This study proposed a transferable framework integrating systematic architectural plan feature encoding, micro-scale morphological interpretation, and sy
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Optimized CatBoost machine learning (OCML) for DDoS detection in cloud virtual machines with time-series and adversarial robustness
Distributed Denial of Service (DDoS) attacks represent one of the most strategically executed and severe threats in cloud computing, often leading to substantial data loss and significant financial damage for both cloud service providers and their users.
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Age-sensitive urban rail passenger demand forecasting and uncertainty-driven anomaly detection using a hybrid SAINT + CatBoost ensemble
The rapid evolution of urban demographics necessitates advanced predictive modeling to optimize rail transit capacity and reliability. This study presents a novel age-sensitive demand forecasting and anomaly detection framework for Istanbul's urban rail n
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