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Consensus Group Stable Feature Selection
Steven Loscalzo
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Oznake: computer science;data mining;statistical & consensus methods
Stability is an important yet under-addressed issue in feature selection from high-dimensional and small sample data. In this paper, we show that stability of feature selection has a strong dependency on sample size. We propose a novel framework for stable feature selection which first identifies co ...
Leto: 2009 Vir: videolectures.net
Št. zadetkov: 1
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