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gradient-boosting-machine

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Pushp-Kharat1 / PkBoost

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PKBoost: Adaptive GBDT for Concept Drift, Built from scratch in Rust, PKBoost manages changing data distributions in fraud detection with a fraud rate of 0.2%. It shows less than 2% degradation under drift. In comparison, XGBoost experiences a 31.8% drop and LightGBM a 42.5% drop

rust machine-learning classification gbdt gbm gradient-boosting-machine imbalanced-data automl fraud-detection gradient-boosting gradient-boosting-decision-trees data-drift
  • Updated Nov 13, 2025
  • Rust

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