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    TIT
    2008
    149views more  TIT 2008»
    An Improved Bound on the List Error Probability and List Distance Properties
    14 years 5 months ago
    An Improved Bound on the List Error Probability and List Distance Properties
    Download  genie.eit.lth.se
    A new upper bound on the list error probability is presented. This bound is derived by combining the techniques for obtaining the tangential union bound with an improved bound on t...
    Irina E. Bocharova, Rolf Johannesson, Boris D. Kud...
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    ICML
    2001
    IEEE
    162views Machine Learning» more  ICML 2001»
    An Improved Predictive Accuracy Bound for Averaging Classifiers
    15 years 6 months ago
    An Improved Predictive Accuracy Bound for Averaging Classifiers
    Download  www.kyb.tuebingen.mpg.de
    We present an improved bound on the difference between training and test errors for voting classifiers. This improved averaging bound provides a theoretical justification for popu...
    John Langford, Matthias Seeger, Nimrod Megiddo
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