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Comparing Ensemble-Based Machine Learning Classifiers Developed for Distinguishing Hypokinetic Dysarthria from Presbyphonia

It is essential to understand the voice characteristics in the normal aging process to accurately distinguish presbyphonia from neurological voice disorders. This study developed the best ensemble-based machine learning classifier that could distinguish hypokinetic dysarthria from presbyphonia using...

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Hovedforfatter: Haewon Byeon
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2021-03-01
Serier:Applied Sciences
Fag:
Parkinson’s disease
random forest
gradient boosting model
XGBoost
presbyphonia
Online adgang:https://www.mdpi.com/2076-3417/11/5/2235
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