Анализ траектории социально-экономического развития регионов РФ методами машинного обучении (Analysis of the trajectory of socio-economic development of regions of the Russian Federation with the use of Machine Learning Methods)

Аннотация

The relevance and importance of the study of the phenomenon of population differentiation by income are largely determined by its relationship with the level of economic development of the territory. So, on the one hand, the basis of the differentiation under consideration is the process of distribution of total income (gross value added) between individual households; on the other hand, the dynamics of economic development of the country as a whole and its individual regions are largely determined by the effectiveness of this distribution, including the subjective feelings of the population regarding its (distribution) fairness. The aim of the work is based on the development of an approach that analyzes spatial differentiation of incomes of the population with the use of machine learning methods.