Ridwan Raafi'udin et al. 2025. Effects of hyperparameter tuning on random forest regressor in the beef quality prediction model. Computer Science and Information Technologies. 6, 2 (Jun. 2025), 159–168. DOI:https://doi.org/10.11591/csit.v6i2.p159-168.