Predicting RTS Index Futures Using Machine Learning

The results of the approach to predicting RTS index futures based on linear and polynomial regression are presented. Two modifications of the proposed algorithm are described. Based on the analysis of the obtained results some recommendations and conclusions are made on using of the developed approach. Also presented in the paper is an overview of the most popular stock market prediction methods based on machine learning as well as the results of their usage.