Dhiyaussalam, Pamungkas KNP, Saputra WA, Yusuf A. A Lightweight Classical Machine Learning Pipeline for Rice NPK Deficiency Classification Using Hand-Crafted Feature Fusion. journalisi. 2026;8(2):1780-1811. doi:10.63158/journalisi.v8i2.1486