Visualizing Irrelevant Attributes Classification Using Mosaicplot

This paper is an experiment of data fruit plants comes from the Department of Food Crops and Horticultural Central of Aceh District and Bener Meriah District. We focused our experiment in using visualizing. The analysis contained in this paper have used AdaBoost.M1 to build the model classification and Mosaics plot for visualization. Using visualization with Mosaic plot we can see and depict some instability attributes which interaction each others. In this case, for instance, we can see that the maintenance cost and time maintenance will affect farmers' income. The result showed that our classification is the maintenance cost and time maintenance represent unstable attribute for our neighbourhood. We used random tuple one for our visualization which classifier in this random tuple was farmers' income less than 5 million rupiah.