Construction of decision rules for pattern recognition in the event of erroneous division of classes of the training sample

Author:

Bekmuratov Dilshod,Akhrorov Mukhammadjon

Publisher

AIP Publishing

Reference16 articles.

1. Dougherty G. Pattern Recognition and Classification. – New York: Springer, 2013. – 203 p. 5.

2. Duda R., Hart P., Stork D. Pattern Classification. – New York: John Wiley, 2001. – 680 p.

3. Vapnik V.N. The nature of statistical leaning theory. - Springer-Verlag. - New York, 2000. - 314 р.

4. Vapnik, V. and Izmailov, R., Rethinking Statistical Learning Theory: Learning Using Statistical Invariants, Machine Learning, 2018, vol. 108, pp. 381–423.

5. Vasilyev V.I. The Reduction Principle in Pattern Recognition Learning (PRL) Problem. Pattern Recognition and Image Analysis: Advances in Matematikal Theory and Applications in the USSR. Distributed worldwide by Allen Press, Inc. (USA). ISSN: 1054-6618. –April 1991. – Vol. 1, № 1. – Pр. 23–32.

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