The relationship between Precision-Recall and ROC curves

Jesse Davis, Mark Goadrich. The relationship between Precision-Recall and ROC curves. In William W. Cohen, Andrew Moore, editors, Machine Learning, Proceedings of the Twenty-Third International Conference (ICML 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006. Volume 148 of ACM International Conference Proceeding Series, pages 233-240, ACM, 2006. [doi]

@inproceedings{DavisG06,
  title = {The relationship between Precision-Recall and ROC curves},
  author = {Jesse Davis and Mark Goadrich},
  year = {2006},
  doi = {10.1145/1143844.1143874},
  url = {http://doi.acm.org/10.1145/1143844.1143874},
  researchr = {https://researchr.org/publication/DavisG06},
  cites = {0},
  citedby = {0},
  pages = {233-240},
  booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference (ICML 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
  editor = {William W. Cohen and Andrew Moore},
  volume = {148},
  series = {ACM International Conference Proceeding Series},
  publisher = {ACM},
  isbn = {1-59593-383-2},
}