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Journal : Bulletin of Information Technology (BIT)

Prediksi Dampak Pembelajaran Hybrid Learning Menggunakan Naive Bayes Yusnida Lase, Yuyun; Fatmi, Yulia; Haryadi; Prayudani, Santi
Bulletin of Information Technology (BIT) Vol 4 No 4: Desember 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bit.v4i4.968

Abstract

This research use to predict the impact of hybrid learning on Medan State Polytechnic students. This algorithm was chosen because it has excellent performance in classification compared to other algorithms. Statistical and probabilistic methods are used in the operation of this algorithm to make predictions about what will happen in the future. Technology mastery, level of teacher-student interaction, and mastery of teaching materials are the variables used in this study. The sample data used came from students of the Software Engineering Technology Study Program of Medan State Polytechnic. The prediction results carried out manually with naïve bayes, with training data of 100 (one hundred) students and test data of 1 (one) student, produced a result of 0.012, which indicates an increase in student academic results. The test results were proven using the phyton programming language. The first test results, with 20% test data, resulted in an increase in academic results by 86% around 13 students with an accuracy value of 80%, and the second test, with 40% test data, resulted in an increase in academic results by 92% around 29 students with an accuracy value of 88%.
Co-Authors Abul Hasan Adri Maldi Subardjah Agnes Irene Silitonga Ahmad Baidawi AHMADI Ali Fikri Hasibuan Ali Mahmudi Alifiana Adhitasari Alparisi, Bima Diokta Amalia, Nindy Putri Amalia, Rezky Martha Amanda, Samira Ana Fitriana Andri Zainal Apri Setiawan Apriyanto , Indra Aris Suryadi Asmaul Husna Aulia, Rifa AYU WULANDARI Az-Zahra, Tasya Alya Azizah Kholiq B. Wahyudi Joko Santoso Bernadus Joko Santoso Bernadus Wahyudi Bernadus Wahyudi Joko Santoso Budi Triyono Budi Triyono Bunga Muthia Dien Candra Mustika Chilmianida Ainis Syifa Chintia Ni Cinta Rizkia Zahra Lubis Danto Dedy Sumardi Dewi, Sagita Tiara Dwi Budi Santoso Ellathodi, Mohammed Razi Emalia Ariska Erzia Yetri Fadhilah Fajar Wahyudi Fatmi, Yulia Fihi Khoirani Sihotang Gunawan Hanris Lukkas Adi Putra Haryati, Nas Heny Lestari Hery Diansyah Putra Houtman Ika Safitri Windiarti Ilham Wahyudi Iqbal Hidayatullah Irwan Jasiah Joko Santoso , Bernadus Wahyu Khairullah Ijlal Khulut Fatimah Kurniawan, Muhammad Ardi Kusumawati, Nyimas Inda Mailatul Maftukhah Maksum Ardi, Hanni Melany Nurjanah Mintarsih Arbarini Mohammad Ridwan Nulloh Muhammad Afif Muhammad Ihsan Muhammad Sholihul Huda Munir Fahmi, Mokhamad Musnaini Mustofa Mustofa Nas Haryati Setyaningsih Nindy Putri Amalia NOVITA EKASARI Nugraha, Rifa Nur Endah Hikmah Fauziyah Nurdina Safitri Nurhayani Nursahid, Shefira Mahardhika Nuryatin Parwanti, Sri Pertiwi , Vani Mutiara Prasetyo Prasetyo, Dika Rama Prayudani, Santi Raden Sarwani Rasona Pooza Hayati Redi Tian Kustiawan Refson Risfi Aulya Hanni Rita Friyani Rizki Aulia Rohmaniar Rosmeli Samira Amanda Sari, Agelia Septiarni, Marsa Setiani Setianingrum, Reni Dyah Kaeksi setiawan, Dibyo Sitompul, Andreas Jones R Sugianto Supriatini Surismiati Surismiati Syafira Amelia Syahrul Ghufron Ubaidillah Syakir, Ahmad Syarah Widia Islamiati R Tania Putri Teguh Fachri Fahros Thohiri, Roza Thomas Aquinas J S Tri Joko Raharjo Vetric Styven Silaban Wafiq, Chici Al WAHYUDI Wati, Maulida Laily Kusuma Wenny Novita Sari Yusnida Lase, Yuyun Zada Annuri Nabila Zulham Hidayat