Juan Camilo Vélez Chaverra

Breast Cancer Classification: A Statistical Evaluation of Dimensionality Reduction

Breast cancer is one of the leading causes of cancer-related mortality among women worldwide. Although machine learning models have demonstrated high performance in breast tumor classification, the impact of dimensionality reduction on predictive performance remains insufficiently explored. This study evaluates the eff...