System approach to detection of depression by methods of machine learning

Romanova Elena Yu.

A systematic approach to the study of the problem implies a systemic nature of the approach itself. This paper discusses options for constructing a classifier for recognizing the depressive states of members of society using machine learning methods. A method is proposed for constructing a classifier based on data from monitoring physical activity and characteristics of a lifestyle.

Keywords:data analysis, systems approach, classification, depression