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- research-articleJuly 2024
An ensemble technique to predict Parkinson's disease using machine learning algorithms
Highlights- Parkinson's Disease (PD) prediction is based on optimised machine learning algorithms and an ensemble feature selection algorithm.
- Three datasets containing voice samples were utilised to analyse performance metrics comprehensively.
Parkinson's Disease (PD) is a progressive neurodegenerative disorder affecting motor and non-motor symptoms. Its symptoms develop slowly, making early identification difficult. Machine learning has a significant potential to predict Parkinson's ...