On the structure of the classifier's training base for assessing the state of human health

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.