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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
    14 years 11 months ago
    Improved variance estimation of classification performance via reduction of bias caused by small sample size
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    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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    BIOINFORMATICS
    2006
    92views more  BIOINFORMATICS 2006»
    What should be expected from feature selection in small-sample settings
    14 years 11 months ago
    What should be expected from feature selection in small-sample settings
    Download  gsp.tamu.edu
    Motivation: High-throughput technologies for rapid measurement of vast numbers of biological variables offer the potential for highly discriminatory diagnosis and prognosis; howev...
    Chao Sima, Edward R. Dougherty
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