Using the Method of Extreme Gradient Boosting in Forecasting the Consolidated Budget of the Region
The article discusses the use of the method of extreme gradient boosting, which is able to predict the volume of the main revenue sources of the budget for the medium and long term. Analyzed the data of the forecast of socio-economic development and formed trends in socio-economic development for a number of previous years. It is proved that by including in the system additional restrictions on the volume of public debt and budget deficit established by the budget legislation, the analytical system makes it possible to predict the volume of expenditures and, accordingly, the budget deficit.