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137
Voted
ICML
2004
IEEE
202
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Machine Learning
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ICML 2004
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Optimising area under the ROC curve using gradient descent
15 years 8 months ago
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www.machinelearning.org
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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