Mathematical Model of Logistic Regression for Binary Classification. Part 1. Regression Models of Data Generalization
In this article, the mathematical justification of logistic regression as an effective and simple to implement method of machine learning is performed.
A review of literary sources was conducted in the direction of statistical processing, analysis and classification of data using the logistic regression method, which confirmed the popularity of this method in various subject areas.