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Jurnal Transformatika
Published by Universitas Semarang
ISSN : 16933656     EISSN : 24606731     DOI : -
Core Subject : Science,
Computer Science & IT
Transformatika is a peer reviewed Journal in Indonesian and English published two issues per year (January and July). The aim of Transformatika is to publish high-quality articles of the latest developments in the field of Information Technology. We accept the article with the scope of Information Systems, Web Technology, Computer Networks, Artificial Intelligence, and Multimedia.
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Search results for , issue "Vol 17, No 1 (2019): July 2019" : 1 Documents clear
PREDIKSI KELULUSAN MAHASISWA MENGGUNAKAN ALGORITMA C 4.5 DENGAN FITUR SELECTION CHI SQUARE Darmaputra, Mochamad Fadjar
Jurnal Transformatika Vol 17, No 1 (2019): July 2019
Publisher : Jurusan Teknologi Informasi Universitas Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26623/transformatika.v17i1.1046

Abstract

Prediksi masa studi diperlukan oleh manajemen universitas dalam menentukan kebijakan preventif terkait dengan pencegahan sejak awal kasus DO (Drop Out) Penelitian ini bertujuan untuk mengetahui faktor-faktor yang mempengaruhi akademik pada siswa tersebut agar dapat lulus tepat waktu atau tidak, dan membangun model prediktif terbaik dengan teknik data. Kriteria pemilihan model penambangan yang digunakan adalah fitur pemilihan metode chi-square. Algoritma C4.5 yang dihasilkan oleh masa studi dipengaruhi oleh indeks prestasi semester, jumlah kursus yang diulang, kursus yang diambil dan pemotretan subjek tertentu.Oleh karena itu faktor - faktor ini dapat digunakan sebagai evaluasi bagi pengelola perguruan tinggi. Kata Kunci= Chi Square, C 4.5, prediksi, mahasiswa, data minin

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