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Journal : Building of Informatics, Technology and Science

Klasifikasi Penyakit Daun Pada Tanaman Terong dengan Metode K-Nearest Neighbors Hariansyah, Oke; Saprudin, Saprudin; Cahyono, Yono; Rosyani, Perani
Building of Informatics, Technology and Science (BITS) Vol 6 No 4 (2025): March 2025
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v6i4.7016

Abstract

Eggplant (Solanum melongena) is an important agricultural commodity with high economic value. However, various leaf diseases can hinder its growth and reduce crop yields. Therefore, rapid and accurate identification and classification of leaf diseases are crucial for improving agricultural productivity. This study proposes the use of the K-Nearest Neighbors (KNN) method for classifying eggplant leaf diseases based on image analysis. The model is developed using color histogram features extracted from leaf images as the basis for classification. This research involves collecting a dataset of eggplant leaf images with various disease categories, extracting color features using RGB and HSV color models, and implementing a KNN model with k=3k=3k=3. The model's performance is evaluated using accuracy, precision, recall, and F1-score metrics. Experimental results show that the KNN model achieves an accuracy of approximately 87%, but challenges remain, such as dataset imbalance and misclassification of disease classes with similar color patterns. To improve accuracy, this study explores data augmentation techniques and optimizes the KNN model parameters. This research aims to enhance the effectiveness of KNN in detecting and classifying eggplant leaf diseases, ultimately assisting farmers in managing their crops more efficiently and effectively.
Co-Authors Aan Kurniawan Abdul Radjak Masjhur, Mohamad Abdullah, Julie Abdullah, Julie Abdullah Abdullah, Winarsih Abubakar Iskandar Adrian Muluk, Muhammad Afdhal Chatra Perdana Afni, Meyke Nur Agus Mulyawan, Agus Agus Tri Widodo, Agus Tri Ainun, Vivi Aji Pangestu, Ilham Alfian Dwi Saputra Amalia, Resti Amelia, Anisya Citra Ananda Zahratun Nisa Andre Surya Andika Anggita Permata Yakup Apriani, Leny Aqidah, Vika Maslahatul Arief, Muhammad Arsalim, Arsalim Asep Noor By Atin Suprihatni Aulia Agustian Drajat Awalludin, Dudi Azaluddin, Azaluddin Bayu Nur Kasah Budi Kurniawan Bueto, Niarmeen Cahyono, Yono Chakra Yoga Pambayun Dalimunthe, Ahmad Alwi Akbar Destriana, Ayu Gita Dewi, Sita Diana Rahmawati Diani Fitri Supriadi Djou, Nurmat Durya, Ngurah Pandji Mertha Agung Dwiki Aldiansyah Erlina Erlina Fahmi, Muhammad Hafizh Faishal, Achmad fatimah Fatimah Fatma Hamid, Fatma Fauzi, Kiki Rizki Fenty Sukmawaty Firdaus, Adam Fitriana, Febi Francisca Hermawan Galaxy Andi Putra Pratama Ginting, Yohanes Gusasi, Suwardi Halimatu Syadiah, Siti Nurhayati Hamidiyah, Emmy Hariansyah, Oke Hartono, Bayu Hasan Hamid Hasan, Wahyudin Haura, Al Hifni, Syaiful Hikmah, Nor Ibrahim, Umair Ichsan Anwary, Ichsan Ilfi Rahmi Putri Indah Masri Indra Budaya, Indra Indra Ismayudi Tanjung Irent Berliana Agustin Ishak, Sucindah Ismail Ibrahim Ismail, La Ode Isnawati Isnawati Jauhar Helmie Juanda, La Judijanto, Loso Julia Julia Junaidi, Teuku Junus, Onong Kalay, Vindy Nerson Karlena, Neni Kiki Rizki Fauzi Liasulistia Ningsih Limarjani, Sustinah Listyowati, Dwi Luawo, Vera Vebrianti M. Agil Setiawan M. Rifa’i Eka Pratama Maruapey, M. Husein Masiaga, Novaliastuti Masjhur, Mohamad Abdul Radjak Maulidina, Dian MAYANG SARI Mediaty Mudhita, Ida Ketut Mufthie, Aries Muhammad Azianor Ilmy Muhammad Najib Muhammad Rifqi Saifulloh Muhammad Rispan Affandi Muhammad Rudy Herliansyah Muhammad Yasin Muhram, La Ode Mulyani Zulaeha Mustika, Cindyva Thalia Mutawali, Mutawali Muthiah, Ismah Muttaqin, Salwa Destria Napitupulu, Bertha Elvy Napu, Suciati Nasri Nasri, Nasri Nauli, Emma Saur Ni Putu Eka Widiastuti Nor Ainah, Nor Nurbayani, Yuni Nuryati, Tutty Omiyani*, Selva Parhan, Parhan Parisu, Chairan Zibar L. Perani Rosyani Potale, Marlen Pratama, Anggi Tias Putra, Ari Kurniawan Putra, Bagas Mahendra Putri, Indah Karunia Qurrata'ayun, Faradina Rafi, Hani 'Athiyya Rafid Abdullah Fasya Rahman, Nurdin Abdul Randy Kuswanto Rano Wijaya Rasyid, Laode Abdul Dani Fakhri Rayhan Hermando Rio Mukti Setyawan Rita Milyartini Rita Rahmawati Rizal Muhamad Ikhwanudin Ady Rizkiana, Fidia Indah Rizky Olvia, Ghea Rosta, Moses Safira Maulidia Saksono, Lalang Salsabila, Sahda Sandag, Eltie Christi Saprudin Satrio Miftachul Choiri Sejati, Mahanany Citraning Putri Sembiring, Rinawati Setiawan, M Agil Setiawan, Muhamad Rino Shifa, Mutiara Siska Hestiana Sitasari, Ita Situmorang, Sawitania Christiany Dwi Utami Boru Sofyan Hadi Somantri, Dody A Sri Hayati, Sri Suaili, Achmad Sugeng Karyadi Sulthoni, Abdilah Umar Sumarni Sahjat, Sumarni Suprapto Suprapto Suprayogi Yusuf, Virya Susilawati, Susilawati Sutarno Sutarno Suweda Anggana Putera, I Gede Syafiudin, Ahkmad Syahrida, Syahrida Syuhada, Sonia Taslim Buaja, Taslim Taufik Budhi Pramono Tavinayati Tavinayati, Tavinayati Tornado, Anang Shophan TRIYANA GUNAWAN, TRIYANA Uliyandari, Mellyta Upik Djaniar Urfa, Mursalati Vebriani, Vidi Victor Pattiasina Vina Nurviyani Wa Ode Intan Kurniawati Wahnan, Nursahida Wardana, Rendy Wikrama Wijinindyah, Ayutha Winarno, Gunardi Djoko Windiarta, Talitha Putri Wiwi Idawati Wujarso, Riyanto Yahya, Amir Yakup Parto Yayang Sulistyawati Yuda Permadi, Yuda Yudi Sukmayadi Yulia Qamariyanti Yulian Yusuf, Niken Yunia Panjaitan Yusuf, Swandi Zainal Abidin Zakiyah Zakiyah