Author of the publication

Classifier calibration: a survey on how to assess and improve predicted class probabilities.

, , , , , and . Mach. Learn., 112 (9): 3211-3260 (September 2023)

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

 

Other publications of authors with the same name

Non-parametric Bayesian Isotonic Calibration: Fighting Over-Confidence in Binary Classification., and . ECML/PKDD (2), volume 11907 of Lecture Notes in Computer Science, page 103-120. Springer, (2019)Versatile Decision Trees for Learning Over Multiple Contexts., , , and . ECML/PKDD (1), volume 9284 of Lecture Notes in Computer Science, page 184-199. Springer, (2015)Declaratively Capturing Local Label Correlations with Multi-Label Trees., , and . ECAI, volume 285 of Frontiers in Artificial Intelligence and Applications, page 1467-1475. IOS Press, (2016)Rate-Oriented Point-Wise Confidence Bounds for ROC Curves., , and . ECML/PKDD (2), volume 8725 of Lecture Notes in Computer Science, page 404-421. Springer, (2014)Reliability Maps: A Tool to Enhance Probability Estimates and Improve Classification Accuracy., and . ECML/PKDD (2), volume 8725 of Lecture Notes in Computer Science, page 18-33. Springer, (2014)Shift Happens: Adjusting Classifiers., , and . ECML/PKDD (2), volume 11907 of Lecture Notes in Computer Science, page 55-70. Springer, (2019)Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration., , , , , and . NeurIPS, page 12295-12305. (2019)Precision-Recall-Gain Curves: PR Analysis Done Right., and . NIPS, page 838-846. (2015)Assuming Locally Equal Calibration Errors for Non-Parametric Multiclass Calibration., and . Trans. Mach. Learn. Res., (2023)LaCova: A Tree-Based Multi-label Classifier Using Label Covariance as Splitting Criterion., , and . ICMLA, page 74-79. IEEE, (2014)