Feature selection using a genetic algorithm-based hybrid approach

Feature selection using a genetic algorithm-based hybrid approach

The present work proposes a hybrid feature selection model aimed at reducing training time whilst maintaining classification accuracy. The model includes adlusting a decision tree for producing feature subsets. Such subsets’ statistical relevance was evaluated from their resulting classification err...

Full description

Bibliographic Details
Main Authors: Luis Felipe Giraldo, Edilson Delgado Trejos, Juan Carlos Riaño, Germán Castellanos Domínguez
Format: Article
Language:English
Published: Universidad Nacional de Colombia 2006-09-01
Series:Ingeniería e Investigación
Subjects:
feature selection
genetic algorithm
decision tree
the k nearest neighbor rule
relevancy
Online Access:https://revistas.unal.edu.co/index.php/ingeinv/article/view/14759

Internet

https://revistas.unal.edu.co/index.php/ingeinv/article/view/14759

Similar Items