On the Path to an Ideal ROC Curve: Considering Cost Asymmetry in Learning Classifiers

Francis R. Bach, David Heckerman, Eric Horvitz. On the Path to an Ideal ROC Curve: Considering Cost Asymmetry in Learning Classifiers. In Robert G. Cowell, Zoubin Ghahramani, editors, Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, AISTATS 2005, Bridgetown, Barbados, January 6-8, 2005. Society for Artificial Intelligence and Statistics, 2005. [doi]

Authors

Francis R. Bach

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David Heckerman

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Eric Horvitz

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