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]

@inproceedings{BachHH05,
  title = {On the Path to an Ideal ROC Curve: Considering Cost Asymmetry in Learning Classifiers},
  author = {Francis R. Bach and David Heckerman and Eric Horvitz},
  year = {2005},
  url = {http://www.gatsby.ucl.ac.uk/aistats/fullpapers/129.pdf},
  researchr = {https://researchr.org/publication/BachHH05},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, AISTATS 2005, Bridgetown, Barbados, January 6-8, 2005},
  editor = {Robert G. Cowell and Zoubin Ghahramani},
  publisher = {Society for Artificial Intelligence and Statistics},
}