An Evolutionary Optimizer of libsvm Models

This user guide describes the rationale behind, and the modus operandi of a Unix script-driven package for evolutionary searching of optimal Support Vector Machine model parameters as computed by the libsvm package, leading to support vector machine models of maximal predictive power and robustness....

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Bibliographic Details
Main Authors: Dragos Horvath, J. B. Brown, Gilles Marcou, Alexandre Varnek
Format: Article
Language:English
Published: MDPI AG 2014-11-01
Series:Challenges
Subjects:
Online Access:http://www.mdpi.com/2078-1547/5/2/450