Actual problems of modern science: Abstracts of XXХІ International scientific-practical conference (Moscow-Astana-Kharkov-Vienna, June 29, 2018)

Actual problems of modern science: Abstracts of XXХІ International scientific-practical conference (Moscow-Astana-Kharkov-Vienna, June 29, 2018)

Summary: Decision Trees are a flexible tool for solving diagnostic tasks. The purpose of this article is to develop a diagnostic algorithm for constructing the tree.

Keywords: decision tree, diagnostic tree information gain criterion, the Gini criterion ratio GainRatio criterion, entropy.

Summary: Depending on the developed medical system, there are many different approaches to solve the problem of medical diagnostics, some of which are mathematical techniques.

Keywords: Bayesian method, discriminant analysis, Wald method, statistical methods.