ABSTRACT Classification of the ripeness levels using an electronic nose system and machine learning is a very important part of the automatic fruit sorting process. In this study, the classification of the ripeness levels of oil palm fresh fruit bunches (FFB) was carried out using an electronic nose system and artificial neural network (ANN). The electronic nose system used consists of eig…