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The Construction of Support Vector Machine Classifier Using the Firefly Algorithm

The setting of parameters in the support vector machines (SVMs) is very important with regard to its accuracy and efficiency. In this paper, we employ the firefly algorithm to train all parameters of the SVM simultaneously, including the penalty parameter, smoothness parameter, and Lagrangian multip...

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Bibliografiske detaljer
Udgivet i:Comput Intell Neurosci
Main Authors: Chao, Chih-Feng, Horng, Ming-Huwi
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi Publishing Corporation 2015
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4352751/
https://ncbi.nlm.nih.gov/pubmed/25802511
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2015/212719
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