A Classification Model for Student Exchange Using CART Algorithm
Wildan Budiawan Zulfikar, Ichsan Taufik, Aldy Rialdy Atmadja, Rinka Pranita Rahayu

Department of Informatics, UIN Sunan Gunung Djati, Indonesia

Abstract

The university has a cooperative relationship with other universities including abroad. The cooperation program covers various fields, one of which is the academic field. Students have the opportunity to exchange information, science, and culture through student exchange programs. However, not all students are eligible to join this program because there are terms and conditions that must be met from various aspects such as academics, attitudes, and even financial conditions. The purpose of this study is to analyze and preprocess the training data and then model it in the form of classification using CART. Based on the test results, the proposed model provides satisfactory results with an accuracy percentage of 90%.

Keywords: CART, Classification, Data Mining, Student Exchange

Topic: Computer Science