BIOMEDICAL RESEARCH-INDIA, cilt.28, sa.7, ss.3293-3299, 2017 (SCI-Expanded)
Objective: Atrial Fibrillation (AF) is one of the important public health problems with elevated comorbidity, advanced mortality risk, and increasing healthcare costs. In this study, the objective is to explore and resolve the imbalanced class problem for the prediction of AF in obese individuals and to compare the predictive results of balanced and imbalanced datasets by several data mining approaches.