Functional Random Forest with Adaptive Cost-Sensitive Splitting for Imbalanced Functional Data Classification

Fahad Mostafa, Hafiz Khan

Classification of functional data where observations are curves or trajectories poses unique challenges, particularly under severe class imbalance. Traditional Random Forest algori…