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All Journal JURTEKSI Jurnal Ekonomi Manajemen Sistem Informasi Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Pengabdian kepada Masyarakat Nusantara Dinasti International Journal of Economics, Finance & Accounting (DIJEFA) Journal Zetroem Prosiding Seminar Nasional Sisfotek (Sistem Informasi dan Teknologi Informasi) International Journal of Advanced Multidisciplinary Jurnal Ilmu Multidisplin Journal of Systems Engineering and Information Technology JEBIMAN: Jurnal Ekonomi, Bisnis, Manajemen dan Akuntansi Indonesian Journal of Education And Computer Science Scientica: Jurnal Ilmiah Sains dan Teknologi Kultura: Jurnal Ilmu Sosial dan Humaniora Nusantara Journal of Multidisciplinary Science Jurnal Pengabdian Masyarakat dan Riset Pendidikan ARembeN Jurnal Siber Multi Disiplin Siber Journal of Advanced Multidisciplinary
Fried Sinlae
Universitas Bhayangkara Jakarta Raya
Religion Agriculture, Biological Sciences & Forestry Humanities Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Public Health Social Sciences Other

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Journal : Journal of Systems Engineering and Information Technology

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Comparative Analysis of Naïve Bayes and Decision Tree Algorithms in Data Mining Classification to Predict Weckerle Machine Productivity Fried Sinlae; Anugrah Sandy Yudhasti; Arief Wibowo
Journal of Systems Engineering and Information Technology (JOSEIT) Vol 1 No 2 (2022): September 2022
Publisher : Ikatan Ahli Informatika Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (431.093 KB) | DOI: 10.29207/joseit.v1i2.3439

Abstract

The level of data accuracy in everyday life is necessary because it is reflected in the ever-advancing development of information technology. Analysis of data processing in information that can provide knowledge with the help of data mining systems. Algorithms commonly used for prediction are Naive Bayes and Decision Trees. The purpose of this study is to compare the Nave-Bayes algorithm and the decision tree algorithm in terms of the accuracy of predicting the productivity of the Weckerle machine at PT XYZ. The method used is a literature study from various related sources and understanding of the data in the source related to the subject of the classification method of the Naive Bayes algorithm and the decision tree into the data mining system. The results of this study are a classification using the Nave-Bayes algorithm with a higher level of confidence than the decision tree algorithm.
Co-Authors Ade Irawan Adi Muhajirin Ahmad Fajar Ahmad Fajar Ahmad Sofiyan Al Fachri Nurfath Alfaridzy , Muhamad Dicky Alfauzi Hidayatullah, Dimas Alprian Baharaja Sitorus Anida Fadla Silvia Anugrah Sandy Yudhasti Ardian Nugraha Siregar, Dika Arfan Dwi Madya Arief Wibowo Arin Novita Dewi Bagas Djoko Haryanto Baharaja Sitorus, Alprian Bowono, Prayuda Danu Righel Wibowo Devi Putri Ningsih Didin Sjarifudin, Didin Dimas Abimanyu Prasetyo Eka Syahputra, Vicky Elfan, Aditya Erlangga Respaty Fachrudin, Rio Fahrizal Setiawan Farhan Dwi Setiawan Febri Setiyansyah Hafiyan Rizqi Sanjaya Hapzi Ali Haryanto , Bagas Djoko Hedi Saepudin, Tubagus Herlan Ryuchi Christian Herland Sunaryo Ikbal Eka Saputra Ilham Maulana Ilham Maulana Ilyas Ahmad Dafianto Ipon Syawal Adilah Iqbal Abdillah Irwanda, Eko Istianingsih Sastrodiharjo, Istianingsih Jannah, Wildanul Jeremiah Marvin Kapoyos Kalmany, Laudza K Khoiridha Askiyyah Linda Fitriyani M Syahrul M. Syahrul Marinda, Nera Maulana, Zaky Mochamad Reyhan Gusnaldi Muhammad Dicky Alfaridzi Muhammad Ihsan Muhammad Luqmanul Hakiem Muhammad Rayhan Muhammad Yasir Muhammad Yasir Muhammad Yasir Mukhlis Mukhlis Nanda Eka Rindiati Nani Sudiarti Natania Bunga Prameswari Andoko Nurcholis Nurfiyah Nurhidayat, Fadayen Prayuda Bowono R Wisnu Prio Pamungkas R Wisnu Prio Pamungkas R.Wisnu Prio Pamungkas Rifqi Hafidz Rio Fachrudin Rizqi Sanjaya, Hafiyan Rony, Zahara Tussoleha Rossa, Elia Ruly Setiaji Ruly Setiaji Ryuchi Christian, Herlan Sabila Rosyad, Fatah Safriadi, Wahyu Samidi Samidi Saputra , Ikbal Eka Setiawan, Fahrizal Setiyansyah, Febri Setya Maulana, Richi Situmorang, Lusiana Steno Birama, Perdana Sudiarti, Nani Tawakal, Henryansyah Tawaqal, Henryansyah Tri Bakti Purba, Daud Tri Widyastuti Ulfa Amelia Wildan Hamzah Nur Fadholi WISNU SAPUTRA Zahwa Erikamaretha