Beyond Fano's inequality: bounds on the optimal F-score, BER, and cost-sensitive risk and their implications

Ming-Jie Zhao, Narayanan Unny Edakunni, Adam Pocock, Gavin Brown. Beyond Fano's inequality: bounds on the optimal F-score, BER, and cost-sensitive risk and their implications. Journal of Machine Learning Research, 14(1):1033-1090, 2013. [doi]

@article{ZhaoEPB13,
  title = {Beyond Fano's inequality: bounds on the optimal F-score, BER, and cost-sensitive risk and their implications},
  author = {Ming-Jie Zhao and Narayanan Unny Edakunni and Adam Pocock and Gavin Brown},
  year = {2013},
  url = {http://dl.acm.org/citation.cfm?id=2502614},
  researchr = {https://researchr.org/publication/ZhaoEPB13},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {14},
  number = {1},
  pages = {1033-1090},
}