Detail aplikovaného výsledku

SVM Feature Selection System

PETRLÍK, J.

Originální název

SVM Feature Selection System

Anglický název

SVM Feature Selection System

Druh

Software

Abstrakt

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.

Abstrakt aglicky

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.

Klíčová slova

feature selection, multiobjective genetic algorithm, SVM, SVR

Klíčová slova anglicky

feature selection, multiobjective genetic algorithm, SVM, SVR

Umístění

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

Licenční poplatek

Využití výsledku jiným subjektem je v některých případech možné bez nabytí licence

www

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

Dokumenty

SVMFeatureSelectionSystem