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    » Confidence Intervals for the Area Under the ROC Curve
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    ROCAI
    2004
    Springer
    325views Artificial Intelligence» more  ROCAI 2004»
    Learning Mixtures of Localized Rules by Maximizing the Area Under the ROC Curve
    14 years 25 days ago
    Learning Mixtures of Localized Rules by Maximizing the Area Under the ROC Curve
    Download  www.mpi-inf.mpg.de
    We introduce a model class for statistical learning which is based on mixtures of propositional rules. In our mixture model, the weight of a rule is not uniform over the entire ins...
    Tobias Sing, Niko Beerenwinkel, Thomas Lengauer
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    ECIR
    2009
    Springer
    285views Information Technology» more  ECIR 2009»
    Active Sampling for Rank Learning via Optimizing the Area under the ROC Curve
    14 years 4 months ago
    Active Sampling for Rank Learning via Optimizing the Area under the ROC Curve
    Download  www.cs.cmu.edu
    Abstract. Learning ranking functions is crucial for solving many problems, ranging from document retrieval to building recommendation systems based on an individual user’s prefer...
    Pinar Donmez, Jaime G. Carbonell
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    ICDM
    2006
    IEEE
    182views Data Mining» more  ICDM 2006»
    Active Learning to Maximize Area Under the ROC Curve
    14 years 1 months ago
    Active Learning to Maximize Area Under the ROC Curve
    Download  www.cse.unl.edu
    In active learning, a machine learning algorithm is given an unlabeled set of examples U, and is allowed to request labels for a relatively small subset of U to use for training. ...
    Matt Culver, Kun Deng, Stephen D. Scott
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    IJCAI
    2007
    188views Artificial Intelligence» more  IJCAI 2007»
    Prediction of Probability of Survival in Critically Ill Patients Optimizing the Area under the ROC Curve
    13 years 9 months ago
    Prediction of Probability of Survival in Critically Ill Patients Optimizing the Area under the ROC Curve
    Download  www.lri.fr
    : This article presents the method of Support Vectors Machines (SVM) for predicting probability of survival in critically ill patients by using Platt’s method to fit a sigmoid1 ....
    Oscar Luaces, José Ramón Quevedo, Fr...
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    CMPB
    2002
    79views more  CMPB 2002»
    Relationship between Brier score and area under the binormal ROC curve
    13 years 7 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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