ABSTRACT Oil palm fresh fruit bunches (FFB) are fruits that produce vegetable oil with the chemical content of oil content (OC) and free fatty acid (FFA). Prediction of these two parameters can use machine learning. This study aims to predict the content of oil palm FFB against the OC and FFA parameters. Multispectral imaging is the input data for machine learning to predict the two parameters…