Zully Ritter

Evaluating EMOO as a Metric-Balanced Ensemble Framework for Multi-Objective Optimization in Imbalanced Medical Data.

INTRODUCTION Class imbalance can hinder reliable detection of clinically relevant outcomes in binary clinical prediction. In this study, the positive class was predefined as the clinically relevant minority outcome; therefore, accuracy-only hyperparameter selection can favor the majority class and reduce sensitivity fo...