Optimization of SVM Parameters with Hybrid CS-PSO Algorithms for Parkinson's Disease in LabVIEW Environment

Optimization is the process of achieving the best solution for a problem. LabVIEW based on an SVM model is proposed in this paper to get the best SVM parameters using the hybrid CS and PSO method. PCA is used as a preprocessor of SVM for reducing the dimension of data and extracting features of trai...

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Detalles Bibliográficos
Autor principal: Kaya, Duygu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6525799/
https://www.ncbi.nlm.nih.gov/pubmed/31191900
http://dx.doi.org/10.1155/2019/2513053

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6525799/
https://www.ncbi.nlm.nih.gov/pubmed/31191900
http://dx.doi.org/10.1155/2019/2513053

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