Criteria of efficiency for set-valued classification

Author:

Vovk VladimirORCID,Nouretdinov Ilia,Fedorova Valentina,Petej Ivan,Gammerman Alex

Funder

Engineering and Physical Sciences Research Council

Air Force Office of Scientific Research

EU Horizon 2020 Research and Innovation programme

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Artificial Intelligence

Reference20 articles.

1. Balasubramanian, V.N., Ho, S.S., Vovk, V. (eds.): Conformal prediction for reliable machine learning: theory, adaptations, and applications. Elsevier, Amsterdam (2014)

2. Dawid, A.P.: Probability Forecasting. In: Kotz, S., Balakrishnan, N., Read, C. B., Vidakovic, B., Johnson, N.L. (eds.) Encyclopedia of Statistical Sciences. 2nd edn., vol. 10, pp 6445–6452. Wiley, Hoboken (2006)

3. Fedorova, V., Gammerman, A., Nouretdinov, I., Vovk, V.: Hypergraphical conformal predictors. Int. J. Artif. Intell. Tools 24(6), 1560,003 (2015). COPA 2013 Special Issue

4. Gneiting, T., Raftery, A.E.: Strictly proper scoring rules, prediction, and estimation. J. Am. Stat. Assoc. 102, 359–378 (2007)

5. Johansson, U., König, R., Löfström, T., Boström, H.: Evolved Decision Trees as Conformal Predictors. In: de la Fraga, L.G. (ed.) Proceedings of the 2013 IEEE Conference on Evolutionary Computation, vol. 1, pp 1794–1801. Cancun, Mexico (2013)

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