IEEE

Performance Analysis of Support Vector Machine (SVM) Model Through Parameter Optimization with Genetic Algorithm (GA) in Chronic Kidney Disease Classification

Abstract: This study uses hyperparameter optimization to improve accuracy in classifying CKD or chronic kidney disease with the use of a Support Vector Machine algorithm or SVM. SVM is combined with ...
IEEE

Diabetes Prediction and Classification Using Support Vector Machine and Decision Tree Algorithms

Diabetes, a chronic ailment that affects millions of people around the world, is on the rise and has emerged as one of the most important global health issues. According to a recent study published in ...