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Conformal Prediction for Accuracy Guarantees in Classification with Reject Option.

, , , and . MDAI, volume 13890 of Lecture Notes in Computer Science, page 133-145. Springer, (2023)

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Calibrating multi-class models., , and . COPA, volume 152 of Proceedings of Machine Learning Research, page 111-130. PMLR, (2021)Product verification using OCR classification and Mondrian conformal prediction., , and . Expert Syst. Appl., (2022)Applications of Conformal Regression on Real-world Industrial Use Cases using Crepes and MAPIE., and . COPA, volume 204 of Proceedings of Machine Learning Research, page 147-165. PMLR, (2023)Venn predictors for well-calibrated probability estimation trees., , , , , and . COPA, volume 91 of Proceedings of Machine Learning Research, page 3-14. PMLR, (2018)Interpretable and specialized conformal predictors., , , and . COPA, volume 105 of Proceedings of Machine Learning Research, page 3-22. PMLR, (2019)Mondrian conformal predictive distributions., , and . COPA, volume 152 of Proceedings of Machine Learning Research, page 24-38. PMLR, (2021)Well-Calibrated Rule Extractors., , and . COPA, volume 179 of Proceedings of Machine Learning Research, page 72-91. PMLR, (2022)Rule extraction with guarantees from regression models., , , and . Pattern Recognit., (2022)On Effectively Creating Ensembles of Classifiers : Studies on Creation Strategies, Diversity and Predicting with Confidence.. Stockholm University, Sweden, (2015)base-search.net (ftstockholmuniv:oai:DiVA.org:su-116683).NLP Cross-Domain Recognition of Retail Products., , and . ICMLT, page 237-243. ACM, (2022)