Resampling Methods for the Area Under the ROC Curve - Andriy Bandos, University of Pittsburgh, USA - Howard E. Rockette, University of Pittsburgh, USA - D. Gur, University of Pittsburgh, USA New Algorithms for Optimizing Multi-Class Classifiers via ROC Surfaces - Kun Deng, University of Nebraska Lincoln, USA - Chris Bourke, University of Nebraska Lincoln, USA - Stephen Scott, University of Nebraska Lincoln, USA - N. V. Vinodchandran, University of Nebraska Lincoln, USA A Framework for Comparative Evaluation of Classifiers in the Presence of Class Imbalance - William Elazmeh, University of Ottawa, Canada - Nathalie Japkowicz, University of Ottawa, Canada - Stan Matwin, University of Ottawa, Canada Estimating the Class Probability Threshold without Training Data - Ricardo Blanco-Vega, Universidad Politecnica de Valencia,Spain - Cesar Ferri, Universidad Politecnica de Valencia,Spain - Jose Hernadez-Orallo, Universidad Politecnica de Valencia,Spain - Maria Jose ramirez-Quintana, Universidad Politecnica de Valencia,Spain Cost Curves for Abstaining Classifiers - Caroline C. Friedel, Ludwig-Maximilians-Universitat Munchen, Germany - Ulrich Ruckert, Technische Universitat Munchen, Germany - Stefan Kramer, Technische Universitat Munchen, Germany Applying REC Analysis to Ensembles of Sigma-Point Kalman Filters - Alosio Carlos de Pina, Federal University of Rio de Janeiro,Brazil - Gerson Zaverucha, Federal University of Rio de Janeiro,Brazil An Analysis of Reliable Classifiers through ROC Isometrics - Stijn Vanderlooy, Universiteit Maastricht, The Netherlands - Ida G. Sprinkhuizen-Kuyper, Universiteit Maastricht, The Netherlands - Evgueni N. Smirnov, Universiteit Maastricht, The Netherlands A Comparison of Different ROC Measures for Ordinal Regression - Willem Waegeman, Ghent University, Belgium - Bernard De Baets, Ghent University, Belgium - Luc Boullart, Ghent University, Belgium A Note on ROC Analysis and non-Parametric Estimate of Sensitivity - Jun Zhang, University of michigan, USA - Shane T. Mueller, University of michigan, USA