BAYESIAN OPTIMIZATION FOR TUNING HYPERPARAMETRS OF MACHINE LEARNING MODELS: A PERFORMANCE ANALYSIS IN XGBOOST. CSIT 2025, No. 1, 141-146. https://doi.org/10.31891/csit-2025-1-16.