Shahrukh Nawaz

Advanced Machine Learning Approaches for Predictive Analytics: Comparative Evaluation of Classification Performance in High-Dimensional Data

This study examined advanced machine learning approaches for predictive analytics by comparatively evaluating the classification performance of Support Vector Machine (SVM), Random Forest, and Gradient Boosting in high-dimensional data. A high-dimensional dataset containing multiple observations and a large number of f...