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Considering Cost Asymmetry in Learning Classifiers

Considering Cost Asymmetry in Learning Classifiers . by Bach, Heckerman and Horvitz. Presented by Chunping Wang Machine Learning Group, Duke University May 21, 2007. Outline. Introduction SVM with Asymmetric Cost SVM Regularization Path ( Hastie et al., 2005 ) Path with Cost Asymmetry

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