Leakage-Aware Ensemble Learning for Electric Vehicle Range Prediction and BEV/PHEV Classification
This study presents a supervised regression model for predicting the EPA-certified driving range of battery electric vehicles and a binary classification of battery electric vehicles from plug-in hybrid electric vehicles that utilizes the complete 2025 Washington State Department of Licensing EV Population Dataset. On...