Research output per year
Research output per year
Project Details
| Status | Finished |
|---|---|
| Effective start/end date | 1/02/13 → 1/08/16 |
Funding
- Engineering and Physical Sciences Research Council: £381,274.00
Research Groups and Themes
- Jean Golding
- SPHERE
- Digital Health
Fingerprint
Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
Research output
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Background Check: A General Technique to Build More Reliable and Versatile Classifiers
Perello-Nieto, M., Filho, T. M. S., Kull, M. & Flach, P., Mar 2017, 2016 IEEE 16th International Conference on Data Mining (ICDM 2016): Proceedings of a meeting held 12-15 December 2016, Barcelona, Spain. Institute of Electrical and Electronics Engineers (IEEE), p. 1143-1148 6 p. 7837963. (Proceedings of the IEEE International Conference on Data Mining (ICDM)).Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Open AccessFile12 Citations (Scopus)712 Downloads (Pure) -
Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers
Kull, M., De Menezes E Silva Filho, T. & Flach, P., 1 Apr 2017, Proceedings of the 20th International Conference on Artificial Intelligence and Statistics (AISTATS 2017). Journal of Machine Learning Research, 9 p. (JMLR Workshop and Conference Proceedings; vol. 54).Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Open AccessFile485 Downloads (Pure) -
Beyond Sigmoids : How to obtain well-calibrated probabilities from binary classifiers with beta calibration
Kull, M., Silva Filho, T. M. & Flach, P., 15 Dec 2017, In: Electronic Journal of Statistics. 11, 2, p. 5052-5080 29 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile67 Citations (Scopus)3154 Downloads (Pure)
Prizes
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ECML-PKDD 2014 Best paper award
Flach, P. A. (Recipient), 2014
Prize: Prizes, Medals, Awards and Grants