Multistage Ensemble Learning Model With Weighted Voting and Genetic Algorithm Optimization Strategy for Detecting Chronic Obstructive Pulmonary Disease

Multistage Ensemble Learning Model With Weighted Voting and Genetic Algorithm Optimization Strategy for Detecting Chronic Obstructive Pulmonary Disease

Chronic Obstructive Pulmonary Disease (COPD) is a life-threatening lung ailment and a significant cause of morbidity and fatality globally. The early detection of COPD can provide timely proper medication and reduce the mortality rate. To obtain proper treatment and lessen the death rate, this study...

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Bibliographic Details
Main Author: Joy Dhar
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
COPD detection
ensemble learning algorithm
genetic algorithm
LightGBM algorithm
machine learning
recursive feature elimination
Online Access:https://ieeexplore.ieee.org/document/9382969/

Internet

https://ieeexplore.ieee.org/document/9382969/

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