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Yuni Lestari
SMA Muhammadiyah I Malang
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Journal : JAIS (Journal of Applied Intelligent System)

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Implementation of the K-Nearst Neighbor (k-NN) Algorithm in Classification of Angora and Country Cats Andriana, Wiwin; Wisnumurti, Reza; Lestari, Yuni; Indriyono, Bonifacius Vicky; Wibowo, Dibyo Adi; Udayanti, Erika Devi
Journal of Applied Intelligent System Vol. 8 No. 1 (2023): Journal of Applied Intelligent System
Publisher : Universitas Dian Nuswantoro and IndoCEISS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33633/jais.v8i1.7129

Abstract

There are so many types of mixed cats from various cat breeds, so many people find it difficult to identify and classify them. Therefore, we need a method that can classify the type of cat breeds. In this study the authors used the K-Nearest Neighbor (k-NN) algorithm to make it easier to recognize and classify cat breeds based on certain characteristics. The author took samples of 2 types of cat races, namely the Anggora race and the Kampung race. The implementation stage is to determine the euclidean distance and sort it and then determine the value of K to find the nearest neighbor. In testing, the authors used 50 training data and 50 test data with 6 attributes used, namely body shape, nose width, nose height, food type, hair type and hair length. The results of the classification of cat breeds using the k-NN method obtained an accuracy rate of 94% and an error rate of 6%.
Co-Authors ., Khoirunisa A Hadini, Hairil Abd. Rasyid Syamsuri Aditya Pratiwi Fitrianingrum AGUS PRASTYAWAN Agustin, Cindy Pramita Ainin Rizkiyah Ali Sunarso Amsir, Rojani Andriana, Wiwin Ansar, Muhammad Chaeroel Anwar, Muhammad Khairul Aqni Solicha, Putri Irfa' Argyo Demartoto, Argyo Arie Wardhono Astutik, Wahyu Astutiningsih, Esra Azhari Sofyan Badrudin Kurniawan Bonifacius Vicky Indriyono, Bonifacius Vicky Budi Kristanto Chandra, Tino O. Cindy Pramita Agustin Deby Febriyan Eprilianto Deki Zulkarnain Denah Suswati Desi Suci Handayani Dewi Erviana Dewi, Putri Aisyiah Rachma DIAN ARLUPI UTAMI Dibyo Adi Wibowo Dwi Siami, Risa Laili Edilburga Wulan Saptandari Elhefni Elhefni eri purwanti Erika Devi Udayanti esti saraswati Fanani, Abdul Fatah Fatya Nanda, Mohammad Rizki Fitria Putri, Alvionita Fitrianingrum, Aditya Pratiwi Fuji Astuty Auza Gading Gamaputra Gazali, G Giovanny Bangun Kristianto Hadi Ismanto Hayuningtias, Kristina Anindita Hendra Dwi Kurniawan, Hendra Dwi Hidayatullah, M Syarif Istiarto Istiarto Joko Sujono Kurniawan, Dwi Setia La Ode Arsad Sani La Ode Muhamad Munadi Mahathir Muhammad Iqbal Maksudin , Maksudin Mardliah, Sjafiatul Megawati, Suci Melhanah Melhanah, Melhanah Muhammad Amrullah Pagala Muhammad Yusuf Muhtarom, Yusuf Murtiningtyas, Amanda Naim, Yogi Udchuli Natsir Sandiah NOVIYANTI Noviyanti Noviyanti Noviyanti, Noviyanti Nur Suci Kirana Wati, Rendita Nurrachmaningrum, Aulia Putri Oktariyanda, Trenda Aktiva Ola Lazar, Josemari Pamungkas, Natalinda Patmi Kasih Pramudita, Thania Prasetyawan, Agus Prasetyo Isbandono Prasetyo, Muhammad Putri Dewata, Tazkya Sadiva Rachman, Audi Faradilla Rahmadani, Ayu Lika Ramadhanti, Rizqa Rina Firliana Rismawati, Firly Imelda Rohadi Wibowo, Djoko Rupita, Rupita Sandi, Kemal Sari, Yuyun Eka Kartika Satrio, Satrio Adji Syahidillah Sepvika Atita Sari Sukarsono, Faza Muhammad Supriyadi, Audrey Indra Mustika Cahya Susanta, Agus Syaiful Asikin Syamsuddin Syamsuddin TAKDIR SAILI Taufeni Taufik Triana Kusumaningsih Utami, Amelia Tri Wardana, Nico Indra Warsini Warsini WENI ROSDIANA Wibisono, Haryo Kunto Widi Winarni, Endang Winata, Muhammad Danu Wisnumurti, Reza Woro Supadmi Wulansari, Kiki Yohanes, Yulius Yuli Fajar Susetyo Zainurrafiqi, z