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    » Confidence Intervals for the Area Under the ROC Curve
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    NIPS
    2004
    146views Information Technology» more  NIPS 2004»
    Confidence Intervals for the Area Under the ROC Curve
    13 years 5 months ago
    Confidence Intervals for the Area Under the ROC Curve
    Download  www.cs.nyu.edu
    In many applications, good ranking is a highly desirable performance for a classifier. The criterion commonly used to measure the ranking quality of a classification algorithm is ...
    Corinna Cortes, Mehryar Mohri
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    BMCBI
    2007
    132views more  BMCBI 2007»
    On the analysis of glycomics mass spectrometry data via the regularized area under the ROC curve
    13 years 4 months ago
    On the analysis of glycomics mass spectrometry data via the regularized area under the ROC curve
    Download  www.biomedcentral.com
    Background: Novel molecular and statistical methods are in rising demand for disease diagnosis and prognosis with the help of recent advanced biotechnology. High-resolution mass s...
    Jingjing Ye, Hao Liu, Crystal Kirmiz, Carlito B. L...
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    BMCBI
    2011
    269views Artificial Intelligence» more  BMCBI 2011»
    pROC: an open-source package for R and S+ to analyze and compare ROC curves
    12 years 11 months ago
    pROC: an open-source package for R and S+ to analyze and compare ROC curves
    Download  www.biomedcentral.com
    Background: Receiver operating characteristic (ROC) curves are useful tools to evaluate classifiers in biomedical and bioinformatics applications. However, conclusions are often r...
    Xavier Robin, Natacha Turck, Alexandre Hainard, Na...
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    NIPS
    2004
    109views Information Technology» more  NIPS 2004»
    A Large Deviation Bound for the Area Under the ROC Curve
    13 years 5 months ago
    A Large Deviation Bound for the Area Under the ROC Curve
    Download  books.nips.cc
    The area under the ROC curve (AUC) has been advocated as an evaluation criterion for the bipartite ranking problem. We study large deviation properties of the AUC; in particular, ...
    Shivani Agarwal, Thore Graepel, Ralf Herbrich, Dan...
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    NIPS
    2007
    136views Information Technology» more  NIPS 2007»
    Boosting the Area under the ROC Curve
    13 years 5 months ago
    Boosting the Area under the ROC Curve
    Download  www.phillong.info
    We show that any weak ranker that can achieve an area under the ROC curve slightly better than 1/2 (which can be achieved by random guessing) can be effi
    Philip M. Long, Rocco A. Servedio
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