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All Journal Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK)
Irmayanti, Sivana Amelia
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Computer Science & IT Electrical & Electronics Engineering

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Klasifikasi Cuaca Kota Bandung dengan Menggunakan Algoritma K-Nearest Neighbors Irmayanti, Sivana Amelia; Mahatma, Adhitya Arie; Adi, Danu Septi; Aji, Rega Wahyu; Hapsari, Rinci Kembang; Ubaidillah, M Ravi
Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) 2025: SNESTIK V
Publisher : Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/p.snestik.2025.7622

Abstract

Indonesia is one of the countries that often experiences abnormal weather cycles. Extreme weather occurs due to several factors, such as unusual atmosphere. Weather prediction is very important in helping people anticipate various possibilities caused by extreme weather changes. This study aims to classify the weather in Bandung using the K-Nearest Neighbor algorithm. The K-Nearest Neighbor algorithm was chosen because of its ty to handle data with not too many variables and its implementation in weather classification cases. The dataset is secondary data taken from kaggle.com. Testing was conducted with k = 30, k = 50 and k = 70. With the highest accuracy, precision, and recall values at k = 50.
Co-Authors Adi, Danu Septi Aji, Rega Wahyu Mahatma, Adhitya Arie Rinci Kembang Hapsari Ubaidillah, M Ravi