Optimal feature selection for heart disease prediction using modified Artificial Bee colony (M-ABC) and K-nearest neighbors (KNN)

Heart disease is a complex and widespread illness that affects a significant number of people worldwide. Machine learning provides a way forward for early heart disease diagnosis. A classification model has been developed for the present study to predict heart disease. The attribute selection was do...

Full description

Bibliographic Details
Published in:Scientific Reports
Main Author: Khan M.A.; Mazhar T.; Mateen Yaqoob M.; Badruddin Khan M.; Jilani Saudagar A.K.; Ghadi Y.Y.; Khattak U.F.; Shahid M.
Format: Article
Language:English
Published: Nature Research 2024
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85208290452&doi=10.1038%2fs41598-024-78021-1&partnerID=40&md5=041288d45781f77cf548351d46cbc63e