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 ...
Scientific Research Publishing

SPSS (Statistical Package for the Social Sciences) (2020) IBM SPSS Statistics 28 Brief Guide. International Business Machines Corporation.

ABSTRACT: This study characterizes fodder plants consumed by ruminants in five departments of Cameroon’s Far North region through farmer interviews and direct observation. It identifies 65 herbaceous ...
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 ...