Assessing the Level of Employment in the Informal Sector of the Economy of Russian Regions Using Modern Machine Learning Methods

• Published in: Review of Business and Economics Studies Vol. 12; no. 4; pp. 42 - 57
• Main Authors: Aleksey Nikolaevich Borisov, Aleksandr Ivanovich Borodin, Roman Vladimirovich Gubarev, Evgeny Ivanovich Dzuyba, Oksana Mikhaylovna Kulikova
• Format: Journal Article
• Language: English
• Published: Financial University 01.12.2024
• Subjects: classification; clustering; employment level; forecasting; informal sector of the economy; machine learning; precariat; regions of russia

The global trend is mass employment of the population in the informal sector of the economy. At the same time, only in economically developed countries of the world such workers have relatively good working conditions. At the current stage of development, Russia is among the group of actively econom...