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Nanda Novita, Nanda
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Journal : JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING

 1 
Classification Of Interest In Sports Using The Naive Bayes Classifier Method Lumbantobing, Martin; Novita, Nanda
JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING Vol. 8 No. 3Spc (2025): Special Issues 2025: Innovations in Predictive Analytics and Sentiment Analy
Publisher : Universitas Medan Area

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31289/jite.v8i3Spc.15054

Abstract

Interest in sports must be done from an early age and requires the right method to achieve the desired results, namely by using the Naive Bayes method. The purpose of this study was to explore the sports interests of students of SDN 3 Tarutung with the Naive Bayes method. The subjects of this study were students in grades 4, 5, and 6 of SDN Jenggolo Tuban who liked sports using data collection methods, namely the Naive Bayes method, Observation, Interviews and practical sports tests based on sport search, namely Height (TB), Sitting height (TD), Weight (BB), Arm span (RL), Tennis ball throw and catch (LTBT), Basketball throw (LBB), Vertical jump (LT), Agility run (LK), 60 meter sprint (L60M), and multi-stage run (MFT). The Naive Bayes modeling system is carried out in two phases, namely training data and testing data. The results of the study obtained were the results of the classification of each student who was talented in sports (football, volleyball, badminton, sprinting, swimming) or not talented in sports (football, volleyball, badminton, sprinting, and swimming). The results of the testing data showed that 7 students were talented in football, 2 students were talented in volleyball, 1 student was talented in badminton, 5 students were talented in sprinting, and 3 students were talented in swimming.
Co-Authors Absa, Munzir Adelin Australiati Saragih Al Kafi, Muhammad Harsya Amanda, Zhakia Putri Amir Saleh Andaresta, Ocha Arie Kartika, Arie Arlin Maya Sari Aruan, Yessy Evita Leony Asmaya, Asmaya Asrita, Mutia Augustine, Ainaya Risna Auliana, Auliana Buulolo, Donisman Damanik, Annisa Khaliza Darisma, Dian Deassy Siska Eliska, Eliska Elistiana, Veny Fadhillah Azmi, Fadhillah Fadieny, Nurul Fajrul Wahdi Ginting Fajrul Wahdi Ginting, Fajrul Wahdi Fakhrah Fakhrah, Fakhrah Faradhillah, Faradhillah Fatwa, Islami Fibarzi, Wiza Ulfa Ginting, Dameria Br Ginting, Kalvin Hadiya, Izkar Halimatus Sakdiah Halimatus Sakdiah, Halimatus Hasudungan, Andre Herizal Herizal Humairah, Saidatul Idris, Syafrizal Imanda, Riska Jayawarsa, A.A. Ketut Junaida, Rini Hasna Kale, Oki Lubis, Raflidan Lumbantobing, Martin Makfirah , Husnul Marhami, Marhami Masyitrah, Masyitrah Mellyzar, Mellyzar Muhammad Khahfi Zuhanda Muliani Muliani , Muliani Muliani Muliani, Muliani Mulyanis, Mulyanis Nafikah, Nara Nasution, Aulia Muflih Nazira, Nazla Khaira Ningsih, Welly Putri Noval, Nabila Nufus, Hikmah Nur'azizah, Nur'azizah Nurul Fajri Saminan, Nurul Fajri Nurul Khairina Oviska, Astrid Pratiwi, Ildawati Febri Putri Diana Rafi’i, Muhammad Rahmadhani, Yeni Rahmati, Ulvi Rahmatillah, Syahri Rambe, Yunita Syafitri Ratna Unaida, Ratna Ratno, Suyit Retnowulan, Sri Rahayu Riza Andriani Rizki Muliono Rosari, Carviena Alia Rudi Salam Safriana Safriana Saifuddin Saifuddin Salman Alfarisi Saputra, Rahmat Sarah, Maita Satria , Habib Sinta, Mulia Suendri Suendri, Suendri syafrizal Syafrizal Syafrizal Syarifah Rita Zahara Tulus Setiawan Ulfa, Rozatul Wahdi Ginting, Fajrul Wendy Widiantho, Yuri Widya Widya, Widya Yuan Anisa