Optimal Thresholding of Classifiers to Maximize F1 Measure

Zachary Chase Lipton, Charles Elkan, Balakrishnan Narayanaswamy. Optimal Thresholding of Classifiers to Maximize F1 Measure. In Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part II. Volume 8725 of Lecture Notes in Computer Science, pages 225-239, Springer, 2014. [doi]

@inproceedings{LiptonEN14,
  title = {Optimal Thresholding of Classifiers to Maximize F1 Measure},
  author = {Zachary Chase Lipton and Charles Elkan and Balakrishnan Narayanaswamy},
  year = {2014},
  doi = {10.1007/978-3-662-44851-9_15},
  url = {http://dx.doi.org/10.1007/978-3-662-44851-9_15},
  researchr = {https://researchr.org/publication/LiptonEN14},
  cites = {0},
  citedby = {0},
  pages = {225-239},
  booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part II},
  editor = {Toon Calders and Floriana Esposito and Eyke Hüllermeier and Rosa Meo},
  volume = {8725},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-662-44850-2},
}