ANALISIS PREDIKSI KETEPATAN MASA STUDI MAHASISWA MENGGUNAKAN ALGORITMA NAIVE BAYES CLASSIFIER DAN FEATURE SELECTION
نویسندگان
چکیده
Lama masa studi mahasiswa merupakan salah satu poin penilaian dalam akreditasi suatu program pada institusi perguruan tinggi. Pendeteksian dini keterlambatan dapat dilakukan dengan memanfaatkan teknik data mining. Pada penelitian ini diterapkan algoritma Naïve Bayes Classifier (NBC) dan feature selection menggunakan Informaton Gain (IG) Correlation Attribute (CA) tujuan membangun model prediksi yang akurat menganalisis atribut berpengaruh menentukan lama sehingga membantu tinggi membuat kebijakan akademis agar mengoptimalkan tingkat kelulusan tahun-tahun berikutnya. Hasil uji coba dataset diperoleh akurasi tertinggi yaitu NBC+CA sebesar 81.2%, meningkat 12% dibandingkan NBC tanpa
منابع مشابه
Analisis dan Perancangan Wireless Roaming (Studi Kasus Universitas Baturaja)
Wireless roaming is one way to improve the reliability of a network of hotspots that are still using the topology Basic Service Set (BSS). When the user walks away from one access point (AP) or one AP die then begins to lose the signal, the mobile station (MS) is automatically connected with the AP to another without reconfiguring. Devices that support wireless roaming is the AP TP-Link TL-WR74...
متن کاملKategorisasi dokumen web secara otomatis berdasarkan folksonomy menggunakan multinomial naive Bayes classifier
Folksonomy is a non-hierarchical document categorizing system, that treats every category in a flat manner, dan every category is entered freely by anyone who submitted a document in these categories. Categorization is done automatically at the time a document is submitted, by entering the list of categories that best fit the document. del.icio.us (http://del.icio.us) site is one of the most po...
متن کاملAnalisis laporan tugas akhir mahasiswa Diploma I dari sudut pandang kaidah ilmiah dan penggunaan teknologi informasi
s: The purposes of this research are: 1) to analyze final report from scientific role, 2) the use of information technology (IT), and 3) to conduct academic athmosphere in research area. This research gives contributions to study program of MI-DI, such as: 1) to know the pattern of student final report from scientific role and the use of IT, 2) give input to study program for next final report ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Jurnal INSTEK (Informatika Sains dan Teknologi)
سال: 2022
ISSN: ['2541-1179', '2581-1711']
DOI: https://doi.org/10.24252/instek.v7i2.32576