Implementasi Algoritma C4.5 Untuk Prediksi Kelulusan Mahasiswa Tepat Waktu (Studi Kasus : Program Studi Ilmu Komputer Universitas Katolik Widya Mandira Kupang)

SUY, Ade Melisa (2021) Implementasi Algoritma C4.5 Untuk Prediksi Kelulusan Mahasiswa Tepat Waktu (Studi Kasus : Program Studi Ilmu Komputer Universitas Katolik Widya Mandira Kupang). Undergraduate thesis, Universitas Katolik Widya Mandira Kupang.

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Abstract

The Computer Science Study Program at Widya Mandira Kupang Catholic University was founded in 2001 and has graduated more than 790 students by 2019 and only 51 of them have graduated on time. Student graduation data in the Computer Science Study Program show that there are still very few students who graduate on time. There are many aspects that cause students to not graduate on time related to student data, including low GPA, regional origin, gender, parent's work, students repeat courses several times and many other aspects that affect student graduation on time so that they have not been utilized effectively. optimal, for example for the purposes of predicting student graduation. This study aims to apply data mining techniques in displaying student graduation prediction information at the Computer Science Study Program at Widya Mandira Catholic University, Kupang using the C4.5 Algorithm. From the test results on the Rapidminer tools from 352 student data used, it shows the level of accuracy with the C.45 algorithm of 87.62%.

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