%0 Conference Article %T METHODS FOR ASSESSING CAUSAL EFFECTS BASED ON MACHINE LEARNING %A Mihaylov, A.M. %A Scherbakova, I.V. %K machine learning, Uplift, Gelman's method, T-Learner, class transformation method, treatment, Uplift - modeling %J ACTUAL ISSUES OF AUTOMATION, ROBOTICS AND MANAGEMENT IN TECHNICAL, ORGANIZATIONAL, ECONOMIC SYSTEMS %D 2025 %P 7 %I FSBE Institution of Higher Education Voronezh State University of Forestry and Technologies named after G.F. Morozov