Novel feature selection method based on Stochastic Methods Coupled to Support Vector Machines using H- NMR data (data of olive and hazelnut oils)

Novel feature selection method based on Stochastic Methods Coupled to Support Vector Machines using H- NMR data (data of olive and hazelnut oils)

One of the principal inconveniences that analysis and information processing presents is that of the representation of dataset. Normally, one encounters a high number of samples, each one with thousands of variables, and in many cases with irrelevant information and noise. Therefore,...

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Bibliographic Details
Main Authors: Oscar Eduardo Gualdron, Claudia Isaza, Cristhian Manuel Duran
Format: Article
Language:English
Published: Universidad Industrial de Santander 2014-12-01
Series:Revista Ion
Subjects:
eature selection
H-NMR
simulated annealing
support vector machine
olive oil
hazelnut oil
Online Access:http://revistas.uis.edu.co/index.php/revistaion/article/view/4594/4814

Internet

http://revistas.uis.edu.co/index.php/revistaion/article/view/4594/4814

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