Analysis of Parkinson’s Disease Using an Imbalanced-Speech Dataset by Employing Decision Tree Ensemble Methods

Analysis of Parkinson’s Disease Using an Imbalanced-Speech Dataset by Employing Decision Tree Ensemble Methods

Parkinson’s disease (PD) currently affects approximately 10 million people worldwide. The detection of PD positive subjects is vital in terms of disease prognostics, diagnostics, management and treatment. Different types of early symptoms, such as speech impairment and changes in writing, are associ...

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Bibliographic Details
Main Authors: Omar Barukab, Amir Ahmad, Tabrej Khan, Mujeeb Rahiman Thayyil Kunhumuhammed
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Diagnostics
Subjects:
PD
ensembles decision tree
feature selection
classification
imbalanced class
lasso
Online Access:https://www.mdpi.com/2075-4418/12/12/3000

Internet

https://www.mdpi.com/2075-4418/12/12/3000

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