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    CMPB
    2002
    79views more  CMPB 2002»
    Relationship between Brier score and area under the binormal ROC curve
    13 years 6 months ago
    Relationship between Brier score and area under the binormal ROC curve
    Download  ir.nul.nagoya-u.ac.jp
    Mitsuru Ikeda, Takeo Ishigaki, Kazunobu Yamauchi
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    ICPR
    2002
    IEEE
    126views computer vision» more  ICPR 2002»
    Relationship between Identification Metrics: Expected Confusion and Area Under a ROC Curve
    14 years 8 months ago
    Relationship between Identification Metrics: Expected Confusion and Area Under a ROC Curve
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    The mathematical relationship between the expectedconfusion metric and the area under a receiver operating characteristic (ROC) curve is derived. Given a limited database of subje...
    Amos Y. Johnson, Aaron F. Bobick
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    ICML
    2006
    IEEE
    122views Machine Learning» more  ICML 2006»
    The relationship between Precision-Recall and ROC curves
    14 years 7 months ago
    The relationship between Precision-Recall and ROC curves
    Download  pages.cs.wisc.edu
    Receiver Operator Characteristic (ROC) curves are commonly used to present results for binary decision problems in machine learning. However, when dealing with highly skewed datas...
    Jesse Davis, Mark Goadrich
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    BMCBI
    2010
    126views more  BMCBI 2010»
    A boosting method for maximizing the partial area under the ROC curve
    13 years 7 months ago
    A boosting method for maximizing the partial area under the ROC curve
    Download  www.biomedcentral.com
    Background: The receiver operating characteristic (ROC) curve is a fundamental tool to assess the discriminant performance for not only a single marker but also a score function c...
    Osamu Komori, Shinto Eguchi
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    SDM
    2012
    SIAM
    234views Data Mining» more  SDM 2012»
    On Evaluation of Outlier Rankings and Outlier Scores
    11 years 9 months ago
    On Evaluation of Outlier Rankings and Outlier Scores
    Download  www.dbs.ifi.lmu.de
    Outlier detection research is currently focusing on the development of new methods and on improving the computation time for these methods. Evaluation however is rather heuristic,...
    Erich Schubert, Remigius Wojdanowski, Arthur Zimek...
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