Improving SVM performance for type II diabetes prediction with an improved non-linear kernel: Insights from the PIMA dataset

Type 2 diabetes is a chronic metabolic disease that affects a significant portion of the worldwide people. Prediction of this disease using different machine learning (ML) based algorithms has gained substantial attention due to its potential for early detection and effective intervention. One of th...

Full description

Bibliographic Details
Main Authors: Md.Shamim Reza, Umme Hafsha, Ruhul Amin, Rubia Yasmin, Sabba Ruhi
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Computer Methods and Programs in Biomedicine Update
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666990023000265