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PSO-Based Support Vector Machine with Cuckoo Search Technique for Clinical Disease Diagnoses

Disease diagnosis is conducted with a machine learning method. We have proposed a novel machine learning method that hybridizes support vector machine (SVM), particle swarm optimization (PSO), and cuckoo search (CS). The new method consists of two stages: firstly, a CS based approach for parameter o...

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Detalles Bibliográficos
Autores principales: Liu, Xiaoyong, Fu, Hui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4058169/
https://www.ncbi.nlm.nih.gov/pubmed/24971382
http://dx.doi.org/10.1155/2014/548483