Haleeful Jud

Hybrid Machine Learning Models for Predictive Analytics and Intelligent Decision-Making in Complex Data Environments

Logistic Regression, Random Forest, soft voting, and weighted voting using a publicly available educational dataset comprising 4,424 student records, 36 predictors, and three outcome classes provided accurate, interpretable, and decision-oriented predictions, although external validation and prospective evaluation are...