M. A. Al Hakim

Rainfall Prediction Using Feature Engineering, SMOTE, and Random Forest-XGBoost Soft Voting Ensemble on WeatherAUS Dataset

Rainfall prediction remains a critical challenge in meteorological science due to the non-linear and non-stationary nature of weather data. A persistent obstacle in building accurate rainfall classifiers is class imbalance, where no-rain observations significantly outnumber rain events, causing models to underperform o...