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    ICML
    2004
    IEEE
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    Optimising area under the ROC curve using gradient descent
    14 years 5 months ago
    Optimising area under the ROC curve using gradient descent
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    This paper introduces RankOpt, a linear binary classifier which optimises the area under the ROC curve (the AUC). Unlike standard binary classifiers, RankOpt adopts the AUC stat...
    Alan Herschtal, Bhavani Raskutti
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