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An Approach for Selective Ensemble Feature Selection Based on Rough Set Theory.
Yong Yang
Guoyin Wang
Kun He
Published in:
RSKT (2007)
Keyphrases
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rough set theory
ensemble feature selection
rough sets
ensemble learning
genetic search
ensemble methods
attribute reduction
decision rules
gene selection
decision table
feature subset
data analysis
tool for data mining
information entropy
knowledge discovery
multi objective
evolutionary algorithm
discernibility matrix
equivalence relation
concept lattice
expert systems
machine learning
attribute set
training data
genetic algorithm
databases
benchmark datasets
clustering algorithm
pattern recognition
feature selection algorithms
generalization ability