Sri Bintang Marpaung

Rainfall Prediction Using Random Forest with Synthetic Minority Over-Sampling Technique (SMOTE)

Rainfall is a crucial meteorological parameter that directly affects maritime activities and port operations, particularly in coastal regions. Tanjung Perak Port, as one of the busiest ports in Indonesia, is highly vulnerable to weather disturbances due to rainfall variability. This study develops a rainfall prediction...