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    » Dimensionality Reduction for Classification
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    BMCBI
    2006
    165views more  BMCBI 2006»
    Improved variance estimation of classification performance via reduction of bias caused by small sample size
    15 years 3 months ago
    Improved variance estimation of classification performance via reduction of bias caused by small sample size
    Download  www.biomedcentral.com
    Background: Supervised learning for classification of cancer employs a set of design examples to learn how to discriminate between tumors. In practice it is crucial to confirm tha...
    Ulrika Wickenberg-Bolin, Hanna Göransson, M&a...
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    BMCBI
    2011
    222views Artificial Intelligence» more  BMCBI 2011»
    Biomarker Discovery and Redundancy Reduction towards Classification using a Multi-factorial MALDI-TOF MS T2DM Mouse Model Datase
    14 years 6 months ago
    Biomarker Discovery and Redundancy Reduction towards Classification using a Multi-factorial MALDI-TOF MS T2DM Mouse Model Datase
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    Background: Diabetes like many diseases and biological processes is not mono-causal. On the one hand multifactorial studies with complex experimental design are required for its c...
    Chris Bauer, Frank Kleinjung, Celia J. Smith, Mark...
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    ADC
    2008
    Springer
    117views Database» more  ADC 2008»
    Data Reduction Approach for Sensitive Association Classification Rule Hiding
    15 years 9 months ago
    Data Reduction Approach for Sensitive Association Classification Rule Hiding
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    Juggapong Natwichai, Xingzhi Sun, Xue Li
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    IWINAC
    2005
    Springer
    97views Artificial Intelligence» more  IWINAC 2005»
    Boosting Parallel Perceptrons for Label Noise Reduction in Classification Problems
    15 years 8 months ago
    Boosting Parallel Perceptrons for Label Noise Reduction in Classification Problems
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    Iván Cantador, José R. Dorronsoro
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    AIR
    2007
    63views more  AIR 2007»
    An evaluation of dimension reduction techniques for one-class classification
    15 years 3 months ago
    An evaluation of dimension reduction techniques for one-class classification
    Download  www.csi.ucd.ie
    Santiago D. Villalba, Padraig Cunningham
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