Adinda Nabila et al. 2026. Optimization of the Random Forest Algorithm Using GridSearchCV for Household Energy Consumption Classification. JOMLAI: Journal of Machine Learning and Artificial Intelligence. 5, 2 (Jun. 2026), 74–88. DOI:https://doi.org/10.55123/jomlai.v5i2.8571.