ZLOBIN, M. and BAZYLEVYCH, V. 2025. BAYESIAN OPTIMIZATION FOR TUNING HYPERPARAMETRS OF MACHINE LEARNING MODELS: A PERFORMANCE ANALYSIS IN XGBOOST. Computer systems and information technologies. 1 (Mar. 2025), 141–146. DOI:https://doi.org/10.31891/csit-2025-1-16.