Indonesian Journal of Informatics and Research
Vol 1 No 2 (2020): Indonesian Journal of Informatics and Research

PREDIKSI KELULUSAN MAHASISWA MENGGUNAKAN ALGORITMA C4.5 (STUDI KASUS DI UNIVERSITAS PERADABAN)

Ade Fatma Ayu Rahman (Peradaban University)
Sorikhi . (Peradaban University)
sri wartulas (Peradaban University)

Article Info

Publish Date
30 Dec 2020

Abstract

Students are an important parameter in implementing a study program, many students have different graduation rates, are on time and are not on time. This is an obstacle for the University in general because the number of graduations each year is one of the factors that will be assessed for applying for accreditation. This study aims to determine the level of accuracy of the C4.5 algorithm in predicting student graduation, using the C4.5 decision tree algorithm method. Student data used as attributes are IPK, credits, age, gender. The results of the analysis in this study indicate that the C4.5 algorithm can predict with an accuracy value of 88.07% with a precision of 91.79% and a recall of 95.34%.

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Journal Info
Indonesian Journal of Informatics and Research
Website

Abbrev

ijir

Publisher

Universitas Peradaban

Subject

Computer Science & IT

Description

Indonesian Journal of Informatics and Research diterbitkan oleh Program Studi: Teknik Informatika Fakultas Sains dan Teknologi Universitas Peradaban di Bumiayu sebagai media untuk menyalurkan pemahaman tentang aspek-aspek sains dan teknologi informasi berupa hasil penelitian lapangan atau ...