About building the feature space in the problem of learning

The problem of state estimation of human health based on the results of the analysis of peripheral blood. Studies were conducted on four grades of lesions of the body systems separately for men and women. Used statistical classification method based on polynomial regression approach, and with probabilistic estimation.In developed and trained version of the classifier implemented complete sets of combinations of monomials up to the fifth degree.