JAS-PT Jurnal Analisis Sistem Pendidikan Tinggi
Vol 5 No 1 (2021): JAS-PT Edisi JULI 2021

Model Prediksi Kelulusan Mahasiswa Menggunakan Decision Tree C4.5 dan Software Weka

Isnan Mulia (Institut Bisnis dan Informatika Kesatuan)
Muanas Muanas (Institut Bisnis dan Informatika Kesatuan)

Article Info

Publish Date
10 Jun 2021

Abstract

In this research, we build a model to predict graduation status of students in Institut Bisnis dan Informatika Kesatuan using C4.5 decision tree algorithm. The prediction model is built using students’ GPA from semester 1 to semester 4, for students with admission year of 2013 to 2016. The prediction model obtained is a decision tree with 26 rules, with the attribute IPS_4 being the attribute that determines the graduation label of students. This prediction model yields an accuracy of 73%, a result that is not good enough. This result is probably due to unbalanced proportion of the data used.

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Journal Info
JAS-PT Jurnal Analisis Sistem Pendidikan Tinggi
Website

Abbrev

jaspt

Publisher

Forum Dosen Indonesia

Subject

Education

Description

Jurnal ini dikelola dan diterbitkan oleh Forum Dosen Indonesia yang mempublikasikan artikel berbasis penelitian (lapangan, kepustakaan, eksperimen) mencakup aspek-aspek manajemen dan kebijakan pendidikan tinggi di ...