Rusydi Umar

Optimizing KNN Classification for Heart Disease Prediction Using Sequential Forward Selection

Irrelevant attributes often degrade the effectiveness of distance-based algorithms like K-Nearest Neighbors (KNN) in heart disease prediction. This study enhances a KNN model using Sequential Forward Selection (SFS) on the Cleveland dataset to optimize computational efficiency and precision while maintaining stable rec...