Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers

R Duangsoithong; T Windeatt; F Schwenker; N ElGayar

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Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers

R Duangsoithong, T Windeatt, F Schwenker and N ElGayar

ARTIFICIAL NEURAL NETWORKS IN PATTERN RECOGNITION, PROCEEDINGS, Vol.5998, pp.25-36

4th Workshop on Artificial Neural Networks in Pattern Recognition (Cairo, EGYPT, 11/04/2010 - 13/04/2010)

01/01/2010

Abstract

Science & Technology

Technology

Computer Science

Artificial Intelligence

Computer Science

Correlation-based feature selection

causal feature selection

ensemble classification

REDUNDANCY

RELEVANCE

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Title: Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers
Creators: R Duangsoithong
T Windeatt
F Schwenker
N ElGayar
Contributors: SPRINGER-VERLAG BERLIN (null)
Publication Details: ARTIFICIAL NEURAL NETWORKS IN PATTERN RECOGNITION, PROCEEDINGS, Vol.5998, pp.25-36
Conference: 4th Workshop on Artificial Neural Networks in Pattern Recognition (Cairo, EGYPT, 11/04/2010 - 13/04/2010)
Date published: 01/01/2010
Date submitted: 15/01/2012
Identifiers: 99514006902346
Academic Unit: University of Surrey
Resource Type: Conference presentation

Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers

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