Performance Evaluation of a Proposed Machine Learning Model for Chronic Disease Datasets Using an Integrated Attribute Evaluator and an Improved Decision Tree Classifier

Mishra, Sushruta; Kumar Mallick, Pradeep; Kumar Tripathy, Hrudaya; Kumar Bhoi, Akash; González‐Briones, Alfonso

doi:10.3390/app10228137

Public

Performance Evaluation of a Proposed Machine Learning Model for Chronic Disease Datasets Using an Integrated Attribute Evaluator and an Improved Decision Tree Classifier

Published in Applied Sciences • Nov 17, 2020

Authors:

Sushruta Mishra

Pradeep Kumar Mallick

Hrudaya Kumar Tripathy

Abstract

There is a consistent rise in chronic diseases worldwide. These diseases decrease immunity and the quality of daily life. The treatment of these disorders is a challenging task for medical professionals. Dimensionality reduction techniques make it possible to handle big data samples, providing decis...

Subject

Computer science

Feature selection

Classifier (UML)

Research Assistant

AI chat, annotations, notes & similar papers

Finding related papers...

Discussions

(0)

No comments yet

Be the first to share your thoughts!