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All Journal JURNAL PENDIDIKAN TAMBUSAI JURIKOM (Jurnal Riset Komputer) TIN: TERAPAN INFORMATIKA NUSANTARA LOSARI: Jurnal Pengabdian Kepada Masyarakat Bulletin of Computer Science Research JUTECH : Journal Education and Technology Jurnal Saintekom : Sains, Teknologi, Komputer dan Manajemen KERNEL: Jurnal Riset Inovasi Bidang Informatika dan Pendidikan Informatika JAMAIKA: Jurnal Abdi Masyarakat Jurnal Inovasi Pengabdian Masyarakat JRIIN :Jurnal Riset Informatika dan Inovasi APPA : Jurnal Pengabdian Kepada Masyarakat Jitu: Jurnal Informatika Utama Jurnal Sains dan Teknologi Informasi Spectrum: Multidisciplinary Journal Multidisciplinary Indonesian Center Journal PESHUM
Syaeful Machfud
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Journal : Multidisciplinary Indonesian Center Journal

 1 
IMPLEMENTATION OF THE NAIVE BAYES METHOD FOR CATERING SALES PREDICTION AT PT NEGARA RASA INDONESIA Gulo, Benifati; Machfud, Syaeful
Multidisciplinary Indonesian Center Journal (MICJO) Vol. 3 No. 2 (2026): Vol. 3 No. 2 Edisi April 2026
Publisher : PT. Jurnal Center Indonesia Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62567/micjo.v3i2.2374

Abstract

This study discusses the implementation of the Naïve Bayes method to predict catering sales at PT.Negara Rasa Indonesia. The background of this study is based on the problem of suboptimal sales due to the absence of a structured sales prediction system. The Naïve Bayes method was chosen because of its simplicity, speed, and ability to classify data with a high degree of accuracy. The data used in this study is historical sales data from the last two years, which has undergone cleaning, labeling, and transformation into four sales categories, namely very popular, popular, fairly popular, and less popular. The testing process was carried out using RapidMiner software by dividing the dataset into training data and test data at various ratios of 80:20. The test results showed a very high level of accuracy, with the highest value reaching 91.41%. These findings prove that the Naïve Bayes method is reliable for predicting catering sales, thereby assisting decision-making in more efficient sales management and planning at PT. Negara Rasa Indonesia.
Co-Authors Ahmad Basith Arfan Yusuf Bobi Agustian Cahyono, Yono Chaerunisa Dimas Satrio Wicaksono Gea, Kurniaman Gigih Amrillah Ibnurhus Gulo, Benifati Halawa, Hedwin Winata HENDRI ARDIANSYAH Herdiansah, Febi Ibnurhus, Gigih Amrillah Indriani, Rifdah Junianto, Mochamad Bagoes Satria Khairudin Khairudin Muhammad Syahdan nanang nanang Nathan Sanjaya Nur Rofiq Nurlaila, Farida Okky Prasetia Perani Rosyani Prasetia, Okky Putri, Khailla Yaman Rizky, Mochammad Saputra, Devani Erik Simon Simarmata Suryaningrat, Suryaningrat Teti Desyani Zaki, Fuad