On Measuring and Quantifying Performance: error rates, surrogate Loss, and an Example in Semi-Supervised Learning

Marco Loog, Jesse H. Krijthe, Are Charles Jensen. On Measuring and Quantifying Performance: error rates, surrogate Loss, and an Example in Semi-Supervised Learning. In Chi-hau Chen, editor, Handbook of Pattern Recognition and Computer Vision, 5th Ed. pages 53-68, World Scientific, 2016. [doi]

Authors

Marco Loog

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Jesse H. Krijthe

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Are Charles Jensen

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