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Journal : SINTECH (Science and Information Technology) Journal

IMPLEMENTASI KLASIFIKASI NAIVE BAYES DALAM MEMPREDIKSI LAMA STUDI MAHASISWA (STUDI KASUS : UNIVERSITAS DHYANA PURA) Kelvin Hennry Loudry Malelak; I Made Dwi Ardiada; Gerson Feoh
SINTECH (Science and Information Technology) Journal Vol. 4 No. 2 (2021): SINTECH Journal Edition Oktober 2021
Publisher : LPPM STMIK STIKOM Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31598/sintechjournal.v4i2.964

Abstract

Under normal conditions, undergraduate or undergraduate students from a university can complete their studies for 4 years or 8 semesters. In fact, many students complete their study period of more than 4 years. Is known that in fact in the 2015/2016 academic year there were 744 people who were accepted as students. Of the 744 people who were accepted, 405 people had completed a study period of about 4 years and the remaining 39 people completed their studies for 5 years and 300 of them did not continue their studies. Based on the problem on, so This study implements a classification that can help Dhyana Pura University in predicting the length of study for students who are currently studying in various study programs at Dhyana Pura University. The author's method serves in the classification to predict long student study period is the Naive Bayes algorithm. By using the Java-based Rapid Miner tool to classify graduation data. Then the implementation of data mining which is divided into 968 training data and 193 data testing data with naive Bayes has succeeded in obtaining an accuracy rate of 100% which also has very good parameters.
Co-Authors Adnyana, Gabriel Adnyana, Gabriel Firsta Agnes Lende Agustia, Komang Tri Sutrisna Alex, Kartika Dwiyanti Julius Amadea, Ida Bagus Neo Kurnia Angel Kusuma Mali Anggreni, Ni Putu Ria Ardiawan Rivaldi Ardiman, Andre Bambang Hadi Kartiko Banoet, Oriegenes Elia Gihon Budi Hidajat Cahyani, Ni Kadek Bernica Dwi Christian Tonyjanto Christina Purnama Yanti Dewa Made Andika Dwi Prawiradirjo Dwi Ardiada, I Made Eldayanti, Putri Elvina Endah K, Natalia Sri Gabriel Firsta Adnyana Heltroyce, Chrisley I Gede Pramana Ade Saputra I Gusti Bagus Rai Utama I Gusti Manik Nugraha I Made Dwi Ardiada I Made Mahardika I Made Murna I Made Sumandra I Nyoman Bernadus I Wayan Desky Arianata I Wayan Rosiana I Wayan Ruspendi Junaedi I Wayan Supriana Ijo, Maria Claudia Floranca Jeven, Fabianus I Made Kadek Mila Mahalika Kelvin Hennry Loudry Malelak Komang Tri Sutrisna Agustia Krensiana Tuwa Krismawintari, N.P.D. Lema, Hendro Linawati Linawati Maramba, Imanuel Mrs Megawati Natalia Sri Endah K Ndua, Doroteus Ebu Ngao, Rafael Ni Kadek Dwipayani Lestari Ni Kadek Putri Sari Ni Kadek Sri Windariyasih NI KADEK YUNITA SARI Ni Ketut Amylia Pramasari Ni Made Ary Esta Dewi Wirastuti Ni Made Ary Esta Dewi Wirastuti Ni Made Diaris Ni Putu Ria Anggreni Ni Putu Trisna Padmawati Ni Wayan Deswiniyanti Noviyanti Owa Nugraha, I Gusti Manik Nyoman Ngurah Adisanjaya Paroszynski, I Putu David Martinus Prastika, Rai Teddy Prastyadi Wibawa Rahayu Prastyandhari, I Gusti Ayu Ika Monika Pratama, Gusti Made Ngurah Eko Wira Putra, I Putu Okky Widiana Putra, IGN Anom Cahyadi Putu Adi Saputra Putu Adi Saputra Putu Bigita Ayu Melani Putu Metha Febrina Cristyadi Putu Salman David Putu Steven Eka Putra Putu Wida Gunawan Raharja, Made Agung Rai Riska Resty Wasita Rheza Paleva Wiryadikara Rony Maha Putra Umbu Pingge Rudianto, Wayan Samuel Irenius Hendra Sari, Ni Kadek Putri Steno Maestro Nalle Tiara Handayani Wayan Rudianto Widiastuti, Ni Putu Wijaya, Komang Alit