A comparative analysis of machine learning algorithms with tree-structured parzen estimator for liver disease prediction

The liver is one of the most essential organs in the body, which helps with metabolism and keeping the body healthy. Successful treatments and better patient outcomes depend on early and correct Liver Disease (LD) diagnosis and identification. This study proposes a system for predicting the LD by co...

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Bibliographic Details

Published in:	Healthcare Analytics
Main Authors:	Rakibul Islam, Azrin Sultana, MD. Nuruzzaman Tuhin
Format:	Article
Language:	English
Published:	Elsevier 2024-12-01
Subjects:	Machine learning Liver disease prediction Tree structure Parzen estimator Hyperparameter tuning Extra tree classifier
Online Access:	http://www.sciencedirect.com/science/article/pii/S2772442524000601