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Journal : JOURNAL OF SCIENCE AND SOCIAL RESEARCH

KLASIFIKASI IRIS SPECIES MENGGUNAKAN METODE K-NEAREST NEIGHBOR (KNN) Sitorus, Zunaida; Nurliana, Nurliana; Selase, Septinur; Patmala, Desi; Nuraini, Sulhani; Aritia, Yusria; Margolang, Izwal Jamil
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol 9, No 1 (2026): February 2026
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v9i1.5751

Abstract

Abstract : Iris species classification is an important topic in the field of data mining and machine learning because it is commonly used as a benchmark dataset for classification methods. This study aims to design and implement an information system that can classify Iris flower species using the K-Nearest Neighbor (KNN) method. The dataset used in this research is the Iris dataset, which consists of 150 data records with four attributes: sepal length, sepal width, petal length, and petal width, and three classes, namely Iris Setosa, Iris Versicolor, and Iris Virginica. The KNN method works by calculating the distance between test data and training data using the Euclidean distance formula and determining the class based on the majority of the nearest neighbors. The results of the study show that the KNN method is able to classify Iris species accurately with a good level of performance. Based on the testing results, the developed system can assist users in identifying Iris species effectively and efficiently. In conclusion, the K-Nearest Neighbor method can be successfully applied in an information system for Iris species classification. Keywords: Classification, Iris Dataset, K-Nearest Neighbor, Data Mining, Machine Learning Abstrak : Klasifikasi spesies Iris merupakan topik penting dalam bidang data mining dan machine learning karena sering digunakan sebagai dataset standar dalam pengujian metode klasifikasi. Penelitian ini bertujuan untuk merancang dan mengimplementasikan sistem informasi yang dapat mengklasifikasikan spesies bunga Iris menggunakan metode K-Nearest Neighbor (KNN). Dataset yang digunakan adalah dataset Iris yang terdiri dari 150 data dengan empat atribut, yaitu panjang sepal, lebar sepal, panjang petal, dan lebar petal, serta tiga kelas yaitu Iris Setosa, Iris Versicolor, dan Iris Virginica. Metode KNN bekerja dengan menghitung jarak antara data uji dan data latih menggunakan rumus Euclidean Distance, kemudian menentukan kelas berdasarkan mayoritas tetangga terdekat. Hasil penelitian menunjukkan bahwa metode KNN mampu mengklasifikasikan spesies Iris dengan tingkat akurasi yang baik. Berdasarkan hasil pengujian, sistem yang dikembangkan dapat membantu pengguna dalam mengidentifikasi spesies Iris secara efektif dan efisien. Dengan demikian, metode K-Nearest Neighbor dapat diterapkan dengan baik dalam sistem informasi klasifikasi Iris Species. Kata Kunci : Klasifikasi, Dataset Iris, K-Nearest Neighbor, Data Mining, Machine Learning
Co-Authors - Fakhrurrazi Abd. Rasyid Syamsuri Abdul Harris Abdul Malik Abdul Syahid Abdurahman Abdurrahman Abubakar HM, Abubakar Afila, Amanda Aftari, Nailul Ahmad Fadhil Imran Ahmad, Rivai Aida Farida Akhyar Akhyar Akram, Saydul Al Azhar, Al Azhar Aldi Ramadan Alibas, Sitti Fadlia Amalia Sutriana Amin, Zulva Sahrul Amin, Zulva Sahrul Amin An, Rusydi Anata, Ananda Apri Andi Besse Lia Riska Andi Urfia Awaliah Anggela, Mutiara Annisa, Fatimah Anto, Muhammad Ansar Ardana, Abdul Aziz Arfen Azizah, Isnel Arham Arham, Arham Arif, Arifuddin M. Aritia, Yusria Arman Sayuti Ashari, Reza Asykur, Muamar Athaillah, Farida Awaluddin Awaluddin Azhari, M Fahrin Azidin, Yustan Azwir Azwir Badruzzaman Badruzzaman Bahaking Rama bettri yustinaningrum, bettri Budi, Ikhsan budianto panjaitan Cendana, Adji Saputra Cut Nila Thasmi, Cut Nila Cut Zuriana Daniel Daniel Darwin, Dirmansyah Dasrizal Dasrizal Dasrul Dasrul Daulay, Dina Khairani Desi Erawati, Desi Desy Emilyasari Dewi Handayani Dewi Novina Sukapiring, Dewi Novina Dian Amelia Dian Permata Sari Dicky Apdilah Efendi, Elfin Eka Bobby Febrianto, Eka Bobby Elismayanti Rambe Ellyana, Cut Putri Erina Erina Fahrudin, Panggih Fakhruddin Fakhruddin Fauziah Lubis Febriadi, Torang Femiliani Novitasari Ferdian, Riyan Fiki Muhammad Ridho Finasir Finasir Ghani, Bambang Abdul Ginta Riady Greis, Greis Hafizuddin Hafizuddin Hakim Syah, Hakim Halawa, Albertus Hamjan, Dewi Febriani Handayani, Triana Puspa Handoko, Habib Hardjo, Marhaen Hasibuan, Henry Budi Hasyimi, Adyar Helmi, T. Zahrial Henni Vanda Hidayat, Farah Amalia Hoirunnisa, Hoirunnisa Husnurrizal, Husnurrizal I Gusti Bagus Wiksuana Ichsan, Ita Rostia Ilham Jaya Irma Fauziah Juli Melia Jum'ah, Jum'ah Junaidi Junaidi Kamaluddin Kamaluddin Kamaruddin Kamaruddin Karmala, Karmala Khairunisa, Fauzia Kherunnisa, Musdalifah Kwenang, Agnes Latuamury, Nadhia S Lestari, Rafika Lica, Angel Lisdar Idwan Sudirman Lubis, Fadhillah Martua M Daud AK M. Aman Yaman M. Hanafiah M. Hasan M. Yusuf Mahdi Abrar Maisarah Margolang, Izwal Jamil Maryulia Dewi Masda Admi Mastuang Mastuang Maulida Hania Mawar, Ida Mendrofa, Moreno Fransaro Miftah Ulya Miftahul Jannah Mira Delima MIRNAWATI SUDARWANTO Mirzal, Juni Mualimin Mualimin Muhaimin Muhaimin MUHAMMAD ALI Muhammad Ammar Muhammad Bahi Muhammad Hanafiah Muhammad Hasan Muhammad Ihsan Said Ahmad Muhammad Isa Muhammad Yamin Muhammad Yasir Muhammad Yusri Bachtiar, Muhammad Yusri Muklis Muklis Muliadi Mulyadi, Said Mushthafa, Mushthafa Muslimin, Abdul Azis Musni, Nailah Mustafa, Rani Muthmainnah , Annisaa Dwi N. Nazaruddin Nabilah Putroe Agung Naiem, M Furqaan Nanda Meilizha Nanda Yulian Syah Nengsi, Ayu Rahma Nora Usrina Noviandi, Idham Novianti, Arindita Niatazya Novita Anggraini Noviyanti, Anita Nupus, Nupus Nur Khasanah Nur, Widya Nuraini, Sulhani Nurdin Rahman Nurhasanah Nurhasanah Nurhuda, Andang Nurlianan, Nurlianan Nurmalina Nurmalina, Nurmalina Nurmiani, Nurmiani Nurwijayanti Nuzul Asmilia Nyak Adam, Vhodzan Adzima Parhan Azmi Patmala, Desi Paula, Wita Permadi, Aisyah Permatasari, Leya Indah Prasongko, Wahyu Agung Putri, Siti Nurzulbaeni Yanti Rahayu Ningsih Rahimia, Nisa Rahmadani, Andi Anissa rahmawati, suci hardina Rambe, Rizka Sititah Rambe, Surya Achmad Rana, Angeline Rasmaidar Rasmaidar Rastina, Rastina Ratman Ratman Razali Razali Rinidar Rinidar, Rinidar Riska, Raisa Mauliza Rizki, Maurina Rodhiatun Mardiah Rofitrah Fadli Sihombing Roslizawaty Roslizawaty, Roslizawaty Rosmaidar Rosmaidar, Rosmaidar Rudi Rudi Rusli Zarkasyi, Ramzy Rustam Abd. Rauf Sabarun Safitri, Ema Saiful Bahri Samadi Samadi Samsul Bahri Sanjaya, A. W. Saputra, Satrio Sahban Sari Ginting, Makhrani Sari, Femiliani Novita Sari, Lilis Permata sari, rahmahidayati Sari, Wahyu Eka Sayyidah Aqillah H Selase, Septi Nur Selase, Septinur Seli Juliyanti Siddiq T, Ibnu Radwan Sinuraya, Robi Alisyahbana Sirait, Ayu Andira Sisfahyuni Sisfahyuni Siti Nur Azizah, Siti Nur Sitorus, Zunaida Soraya, Gita Vita Sri Suryani, Lina Sugito - Sugito Sugito Sukiyat, Sukiyat Supadmi, Tri Surianti Surianti Surianti Surianti, Surianti Syachputra, Andika Julyanto Syafrizal Syafrizal Syahrijuita, Syahrijuita Syairil Fadli, Syairil T. Fadrial Karmil Tammu, Yefta Mandoa Taufik Hidayat Teuku Reza Ferasyi Teuku Zahrial Helmi Tohir, Kurnainy Ulya, Miftah Usman Usman Usman, Abdurrahim Supardi Uun Kunaena W. Sanjaya, Angelina Wanayumini Warah, Muna Wati Sukmawati Wijaya, Madona Yunita Wijaya, Roma Wijayanti, Arlin Yarmaliza Yenni Yusriani Yusri, Eldo Yusrina Yusrina Yustisia, Ika Zaili Rusli Zainuddin, Zainuddin Zaitun Qamariah, Zaitun Zakinah, Nurul Zakwan, Muhammad Zamzami Zamzami, Rumi Sahara Zulfikar, Teuku Muhammad Zulirfan Zulirfan, Zulirfan Zulkifli, Baidillah