Product detail

SVM Feature Selection System

PETRLÍK, J.

Product type

software

Abstract

This R package was created to solve feature selection problem for support vector machine and support vector regression. In feature selection problem we have a set of possible input variables for SVM/SVR and the goal is to choose proper subset of these variables. The package is based on multiobjective genetic algorithm called multimodal NSGAII algorithm. The package also contains tool to visualize the results.

Keywords

feature selection, multiobjective genetic algorithm, SVM, SVR

Create date

30.12.2013

Location

http://www.fit.vutbr.cz/~ipetrlik/prods.php?id=349¬itle=1

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