A filter model for feature subset selection based on genetic algorithm
- 1 July 2009
- journal article
- Published by Elsevier in Knowledge-Based Systems
- Vol. 22 (5), 356-362
- https://doi.org/10.1016/j.knosys.2009.02.006
Abstract
No abstract availableKeywords
This publication has 15 references indexed in Scilit:
- Optimization-based feature selection with adaptive instance samplingComputers & Operations Research, 2006
- A preprocess algorithm of filtering irrelevant information based on the minimum class differenceKnowledge-Based Systems, 2006
- Simultaneous feature selection and feature weighting using Hybrid Tabu Search/K-nearest neighbor classifierPattern Recognition Letters, 2006
- Information gain and divergence-based feature selection for machine learning-based text categorizationInformation Processing & Management, 2006
- Dimensionality reduction approach to multivariate predictionComputational Statistics & Data Analysis, 2005
- Feature selection for modular GA-based classificationApplied Soft Computing, 2004
- Evolutionary Feature Construction Using Information Gain and Gini IndexLecture Notes in Computer Science, 2004
- Characterization of empirical discrepancy evaluation measuresPattern Recognition Letters, 2004
- Consistency-based search in feature selectionArtificial Intelligence, 2003
- A hybrid filter/wrapper approach of feature selection using information theoryPattern Recognition, 2002