Jurnal Riset Teknik Komputer
Vol. 1 No. 4 (2024): Desember : Jurnal Riset Teknik Komputer (JURTIKOM)

KLASIFIKASI KELULUSAN MAHASISWA MENGGUNAKAN METODE DECISION TREE MENGGUNAKAN APLIKASI RAPIDMINER

Qittratul Ameliatus (Unknown)
Zaehol Fatah (Unknown)



Article Info

Publish Date
05 Dec 2024

Abstract

Data mining helps to make predictions and helps to provide precise and careful decisions. Classification of student graduation is an important process in the education system. By using classification methods, information can be obtained about the possibility of student graduation based on related variables. This research aims to analyze the classification of student graduation using the Decision Tree method with the RapidMiner application. The data used is student graduation data from 100 students consisting of 50 male students and 50 female students. The variables used are age, gender, grade, course, UTS, UAS, and graduation. The results showed that the Decision Tree method can be used for student graduation classification with a high accuracy of 99.00%. The most influential variables in the classification of student graduation are grades and UTS and UAS.

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Journal Info

Abbrev

jurtikom

Publisher

Subject

Computer Science & IT Industrial & Manufacturing Engineering Other

Description

Jurnal Riset Teknik Komputer (JURTIKOM), E-ISSN:3047-9819 (Online) dan P-ISSN: 3047-3233 (Cetak). Jurnal JURTIKOM diterbitkan Denasya Smart Publisher, terbit setahun Empat kali (Maret, Juni, September dan Desember) menerapkan proses peer-review dalam memilih artikel berkualitas berdasarkan ...