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All Journal Jusikom: Jurnal Sistem Informasi Ilmu Komputer
Marantika, Windy
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Decision Sciences, Operations Research & Management

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Classification Of Egg Quality Using The K-Nearest Neighbor Algorithm In Machine Learning Marantika, Windy; Gultom, Putri Romian; Agustine, William; Sinuhaji, Tama Ulina br; Aisyah, Siti; Amalia, Amalia; Radhi, Muhammad
Jurnal Sistem Informasi dan Ilmu Komputer Vol. 8 No. 1 (2024): Jurnal Sistem Informasi dan Ilmu Komputer Prima (JUSIKOM PRIMA)
Publisher : Fakultas Teknologi dan Ilmu Komputer Universitas Prima Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34012/jurnalsisteminformasidanilmukomputer.v8i1.5471

Abstract

In addition to meat, fish, and milk, one of the staple foods consumed by the community is chicken eggs. Egg quality assessment is separated into two categories: exterior (egg shell) and interior (egg contents). However, the evaluation method used in this investigation is focused on evaluating the external quality of eggs. Pre-processing, feature extraction, classification, and evaluation are steps taken in the image processing method used to classify chicken eggs. Classification methods that can be used include the K-Means Clustering and K-Nearest Neighbor (KNN) methods and improved KNN. Based on the findings in the study, the KNN improvisation method can be used to classify chicken egg quality, with a test accuracy value of 91.67%.  
Co-Authors Agustine, William Amalia Amalia Gultom, Putri Romian Radhi, Muhammad Sinuhaji, Tama Ulina br Siti Aisyah