International Journal
2023 Publications - Volume 1 - Issue 3

Airo International Research Journal ISSN 2320-3714


Submitted By
:

Mantesh Patil

Subject
:

Computer Science

Month Of Publication
:

March 2023

Abstract
:

Machine learning (ML) has become an important tool in healthcare for disease prediction, diagnosis, and treatment. Ensemble methods have been developed to improve the performance of individual ML algorithms by combining them. However, traditional ensemble methods do not consider the competitiveness of the individual algorithms. Competitive ensemble methods have been developed to address this issue. This review paper provides an overview of the competitive ensemble machine learning technique in healthcare and its applications in various diseases. It also discusses the challenges and future directions for competitive ensemble machine learning in healthcare.

Pages
:

268- 275