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Journal : Bulletin of Computer Science Research

Optimasi Algoritma Nai?ve Bayes Untuk Klasifikasi Buah Apel Berdasarkan Fitur Warna RGB M Afriansyah; Joni Saputra; Yuan Sa’adati; Valian Yoga Pudya Ardhana
Bulletin of Computer Science Research Vol. 3 No. 3 (2023): April 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bulletincsr.v3i3.251

Abstract

Apples are one type of fruit that is increasingly popular in Indonesia. This fruit is not only popular because it tastes good, but is also rich in nutrients and fiber which are beneficial for the health of the body. Along with the development of the agricultural industry in Indonesia, domestic apple production is also increasing. This study aims to classify types of apples based on RGB color using research methods that include apple image data collection, RGB feature extraction, data division with k-fold cross validation, classification model with Naive Bayes. This method utilizes color features taken from apple images as input to determine the appropriate class or type of apple. The test results show that the accuracy for the sweet level has a value of 100%, for the medium level it has a value of 86.66% and for sour it has a value of 80%. The average accuracy of the Naïve Bayes method is 88.88%. Classification results using the Naïve Bayes algorithm.
Co-Authors A. Muh. Amil Siddik A. Muh. Yusril A. Muh. Yusril A. Muhammad Risqullah Adi Supriyatna Adrisumatri Sakri Afriansyah, M Afriansyah, M. Ahmad Wilda Yulianto Ahmad Wilda Yulianto Alamsyah, Noor Ali Muhtasom Alika Oktaviani Amran, Rozalina Anarsya Sarundaitan Andi Ilhamsyah Idris Andi Maghfirah Inzani Saputra Arfianto, Afif Zuhri Ayatullah, Usamah bin Baiq Wira Hartati Benardo Sinambela Butar-butar, Martahan Mikhael Danang Tejo Kumoro Danang Tejo Kumoro Danang Tejo Kumoro Desyanti - Desyanti Dhiyavia, Fuad Dous, Forni N Dwi Agustini, Dwi Dwi Ivana L Sitohang Eka Fitri Ramadani Eko Supriyanto Eliyah Acantha Manapa Sampetoding Emha Ismaulidin Esther Sanda Manapa Firmansyah, Dodiy Forni N Dous Frieyadie Frieyadie Godfried Lewakabessy Gormantara, Jeriko Hartati, Baiq Wira Hasbullah Hetty Rohayani Hidayat, Muhammad Taufiq Hidayatullah Ruslan Hoxy R Talua Hoxy R Taluay Hoxy R Taluay Hutba, Muh Hudri Perdana I Nyoman Gunantara Ilahi, Indah Kurnia Indah Kurnia Ilahi Indira Septianita Larasati Irene Maritsa Ismaulidin, Emha Jeriko Gormantara Jihan Afifah Mirzani Jones Azarya Tomassoyan Joni Saputra Joni Saputra Kartika, Selviani Amalia Kumoro, Danang Tejo Kusuma, Logananta Puja Lilik Hidayati Lilik Hidayati, Lilik Lita, Baiq Fitria Frisma Lopinta Sarungallo M. Afriansyah M. Dermawan Mulyodiputo M. Dermawan Mulyodiputro M. Dermawan Mulyodiputro M. Dermawan. Mulyodiputro Manapa, Esther S Martahan Mikhael Butar-butar Meisin Larungkondo Miftahul Jannah Mirzani, Jihan Afifah Mohammad Basuki Rahmat, Mohammad Basuki Mohammad Javed Equbal Mohammad Syahril Monica Natalin Monica Natalin Muh Hudri Perdana Hutba Muh Sapi'i Muh Yusran Hardimas Setiawan Muh. Gifari Muh. Gifari Sakawati Muh. Sulthan Nazhim Muh. Sulthan Nazhim Muh. Yusuf Syam Muhammad Arya Ramdani Muhammad Dermawan Mulyodiputo Muhammad Dermawan Mulyodiputro Muhammad Sapi’i Mulyodiputro, M. Dermawan Natalin, Monica Nila Sari Noor Alamsyah Nur Hikmah Nur Hikmah Nurul Salsabila Syam Nurul Salsabila Syam Paula Aneke Ruung Pa’ni, D Mustamu Qamal Putri Aulia Nur Salsabila Rahmat Mardzuki Rahmi Rahmi Ramdani, Muhammad Arya Reza Indra Wiguna Rini, Puspita Riski Ferita Wahyu Rozalina Amran Safitri, Rias Pratiwi Salsabila, Putri Aulia Nur Sapi'i, Muh Saputra, Andi Maghfirah Inzani Sarira, Stefany Frans Satiadji, Amirosa Ria Selviani Amalia Kartika Setiawan, Muh Yusran Hardimas Siddik, A. Muh. Amil SITI MARYAM Siti Maryam Siti Pitrianti Stefany Frans Sarira Sumiati Sumiati Susetiyo, Wirya Olivia Dwi Syahrani Lonang Taluay, Hoxy R Tomassoyan, Jones Azarya Tommy Wijaya Sagala Tri Budi Santoso Usamah bin Ayatullah Uswatun Hasanah Wirya Olivia Dwi Susetiyo Yonathan Anggian Sihaan Yuan Sa'adati Yuan Sa'adati Yulianto, Ahmad Wilda Yulita Sirinti Pongtambing Yusri Anugerah Manapa Ambabunga