Ameerah Muhsinah Binti Jamil

A Calibration-Aware Comparative Regression Framework for Local Rainfall Probability Estimation and Rain-Risk Classification

Estimating rainfall likelihood supports agriculture, irrigation planning, and local weather decision-making. This study evaluates ten regression-based machine learning models for next-day rain occurrence using 346 daily weather records from Kuantan, Pahang, Malaysia, covering 2025. Weather and lagged features were used...