Particle Swarm Optimization-Based Random Forest Framework for the Classification of Chronic Diseases

Particle Swarm Optimization-Based Random Forest Framework for the Classification of Chronic Diseases

In this paper, a hybrid metaheuristic-based Machine learning approach has been propounded for the classification of various Chronic Diseases (CDs). The CDs often get misdiagnosed due to various issues viz., similar and overlapping symptoms, sensitive devices, lack of clinical experts, etc. Based on...

Full description

Bibliographic Details
Main Authors: Akansha Singh, Nupur Prakash, Anurag Jain
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Chronic diseases
machine learning
metaheuristic techniques
multi-classification
PSO
SMOTE
Online Access:https://ieeexplore.ieee.org/document/10330590/

Internet

https://ieeexplore.ieee.org/document/10330590/

Similar Items