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Leader Class and Confidence Decision Ensemble (LCCDE)
The proposed ensemble IDS framework is constructed using XGBoost, LightGBM, and CatBoost, three advanced gradient-boosting ML methods. -
Monotone Tree-Based GAMI Models by Adapting XGBoost
Simulated datasets are used to demonstrate the behaviors of mono-GAMI-Tree and EBM, both of which use piecewise constant fits.
