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Optimal number of features as a function of sample size for various classification rules.
Jianping Hua
Zixiang Xiong
James Lowey
Edward Suh
Edward R. Dougherty
Published in:
Bioinform. (2005)
Keyphrases
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sample size
classification rules
genetic programming
decision trees
worst case
computational complexity
model selection
small number
pairwise
upper bound
pac learning
human experts
machine learning
feature vectors
feature space
feature extraction
decision making