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Criteria of efficiency for conformal prediction

, , , , и . (2016)cite arxiv:1603.04416Comment: 31 pages.

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Constantin Romulus Ivan

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Svilen Ivanov

Oxana Ivanova-Chessex

Marian Ivanov

 

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Conformal calibrators., , , , , и . COPA, том 128 из Proceedings of Machine Learning Research, стр. 84-99. PMLR, (2020)Protected probabilistic classification., , и . COPA, том 152 из Proceedings of Machine Learning Research, стр. 297-299. PMLR, (2021)Adaptive calibration for binary classification., , и . CoRR, (2021)Large-scale probabilistic predictors with and without guarantees of validity., , и . NIPS, стр. 892-900. (2015)Supporting Complaints Investigation for Nursing and Midwifery Regulatory Agencies., , , , , , и . ACL (demo), стр. 81-91. Association for Computational Linguistics, (2021)Computationally efficient versions of conformal predictive distributions., , , , и . Neurocomputing, (2020)Venn-Abers Predictors., и . UAI, стр. 829-838. AUAI Press, (2014)Small and large scale probabilistic classifiers with guarantees of validity.. Royal Holloway, University of London, Egham, UK, (2018)British Library, EThOS.From Conformal to Probabilistic Prediction., , и . AIAI Workshops, том 437 из IFIP Advances in Information and Communication Technology, стр. 221-230. Springer, (2014)Criteria of efficiency for conformal prediction, , , , и . (2016)cite arxiv:1603.04416Comment: 31 pages.