G. Nagalakshmi

A Study Report on Comparative Performance Evaluation of Machine Learning Algorithms for Structured Data Classification

This study presents a comprehensive comparative evaluation of three widely used machine learning algorithms: Logistic Regression, Decision Tree, and Random Forest, for classification tasks, and demonstrates that Random Forest achieves superior generalization performance compared to the other models.