Meta-Ensemble Learning for Heart Disease Prediction: A Stacking-Based Approach With Explainable AI

Heart disease remains a leading cause of mortality globally, necessitating the development of accurate, interpretable, and reliable predictive models to support early diagnosis and enhance patient care. The work demonstrates a robust machine learning framework for classifying heart disease on three...

Full description

Saved in:
Bibliographic Details
Main Authors: Mehwish Naz, Aqsa Khalid, Abdul Hameed, Rabia Taj, Waleed Mumtaz, Faiz Abdullah Alotaibi, Mrim M. Alnfiai
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11079583/
Tags: Add Tag
No Tags, Be the first to tag this record!