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Estimation of Discriminative Feature Subset Using Community Modularity
Feature selection (FS) is an important preprocessing step in machine learning and data mining. In this paper, a new feature subset evaluation method is proposed by constructing a sample graph (SG) in different k-features and applying community modularity to select highly informative features as a gr...
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| Udgivet i: | Sci Rep |
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| Main Authors: | , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Nature Publishing Group
2016
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4848544/ https://ncbi.nlm.nih.gov/pubmed/27121171 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep25040 |
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