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KIAM Preprint  32, Moscow, 2020
Authors: Gavrikov B.M., Gavrikov M. B., Pestryakova N.V.
On the stability of the statistical classifier of states of human body systems to distortions
Abstract:
The methodology and the results of the analysis of the properties of the classifier developed by the authors are described, which are intended for assessing the state of human health according to the results of laboratory analysis of peripheral blood. It is based on the non-linear method of statistical classification, using the polynomial-regression approach and having probabilistic estimates. A study is made of the stability of the method to distortion and of its extrapolation capabilities.
Keywords:
human health, body system, peripheral blood, classification, polynomial regression
Publication language: russian,  pages: 40
Research direction:
Mathematical modelling in actual problems of science and technics
Russian source text:
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About authors:
  • Gavrikov Boris Mikhailovich,  ,  MSBHI MCOH 62 of the Moscow City HD
  • Gavrikov Mikhail Borisovich,  orcid.org/0000-0001-7165-8318KIAM RAS
  • Pestryakova Nadejda Vladimirovna,  ,  ISA RAS FRC CSC RAS