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KIAM Preprint № 126, Moscow, 2018
Authors: Gavrikov B.M, Gavrikov M. B., Pestryakova N.V.
On the structure of the classifier's training base for assessing the state of human health
Abstract:
A classifier has been developed that allows assessing the state of human health in four grades based on laboratory analysis of peripheral blood. A statistical classification method based on a polynomial-regression approach and having probability estimates is used. For each of the body systems, the analysis of the structure of the training base was carried out separately for men and women.
Keywords:
state of human health, peripheral blood, classification, polynomial regression
Publication language: russian,  pages: 18
Research direction:
Mathematical modelling in actual problems of science and technics
Russian source text:
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About authors:
  • Gavrikov Boris Mikhailovich,  bmgavrikov@gmail.com,  ГБУЗ МГОБ №62 ДЗМ
  • Gavrikov Mikhail Borisovich,  mbgavrikov@yandex.ruorcid.org/0000-0001-7165-8318KIAM RAS
  • Pestryakova Nadejda Vladimirovna,  pestryakova@isa.ru,  ИСА РАН
    ФИЦ ИУ РАН