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]

@incollection{LoogKJ16,
  title = {On Measuring and Quantifying Performance: error rates, surrogate Loss, and an Example in Semi-Supervised Learning},
  author = {Marco Loog and Jesse H. Krijthe and Are Charles Jensen},
  year = {2016},
  doi = {10.1142/9789814656535_0003},
  url = {https://doi.org/10.1142/9789814656535_0003},
  researchr = {https://researchr.org/publication/LoogKJ16},
  cites = {0},
  citedby = {0},
  pages = {53-68},
  booktitle = {Handbook of Pattern Recognition and Computer Vision, 5th Ed},
  editor = {Chi-hau Chen},
  publisher = {World Scientific},
  isbn = {978-981-4656-52-8},
}