Klasifikasi Varietas Unggul Padi Menggunakan Metode Bagging, Boosting, dan Extremely Randomized Trees

Rice is one of the agricultural products which main commodity in Indonesia. Supporting factors that play a very important role efforts to increase rice production are superior varieties. Superior varieties have characteristics similar another. Thus, farmers must choose used through classification process determine appropriate type rice. At this stage, three methods used: bagging, boosting, and extremely randomized trees. From analysis results, overall method trees has more optimal capabilities compared bagging boosting methods. This indicated by parameters, sensitivity, specificity, accuracy, highest values.