Abstract: Tabular data is the most prevalent form of structured data, necessitating robust models for classification and regression tasks. Traditional models like eXtreme Gradient Boosting (XGBoost) ...
Improved Contraction-Expansion Subspace Ensemble for High-Dimensional Imbalanced Data Classification
Abstract: Imbalanced data biases the classifier towards the majority class. Accompanied with high-dimensional characteristics, classification performance is further degraded. Existing researches for ...
jPacific Parkinson's Research Centre, Parkinson's Foundation Centre of Excellence, University of British Columbia, BC, Canada kUniversity Health Network's Krembil Brain Institute, Edmond J Safra ...
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