Bayesian Optimization with Support Vector Machine Model for Parkinson Disease Classification

Bayesian Optimization with Support Vector Machine Model for Parkinson Disease Classification

Parkinson’s disease (PD) has become widespread these days all over the world. PD affects the nervous system of the human and also affects a lot of human body parts that are connected via nerves. In order to make a classification for people who suffer from PD and who do not suffer from the disease, a...

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Bibliographic Details
Main Authors: Ahmed M. Elshewey, Mahmoud Y. Shams, Nora El-Rashidy, Abdelghafar M. Elhady, Samaa M. Shohieb, Zahraa Tarek
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
Parkinson’s disease
Bayesian Optimization
support vector machine
hyperparameter tuning
classification
evaluation metrics
Online Access:https://www.mdpi.com/1424-8220/23/4/2085

Internet

https://www.mdpi.com/1424-8220/23/4/2085

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