Qarshiboyev Vosid Vaxob ugli. MACHINE LEARNING ALGORITHMS IN FORECASTING: A COMPARATIVE ANALYSIS OF LINEAR REGRESSION, RANDOM FOREST, AND XGBOOST. eijmr 2026, 13, 149-153.