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Journal : Multica Science and Technology

CLASSIFICATION OF COLOR BLIND STUDENTS AT SMA NEGERI 1 LHOKSEUMAWE USING NAÏVE BAYES ALGORITHM Rozzi Kesuma Dinata; Maryana; Sujacka Retno; Gadis Ayu Sofiana
Multica Science and Technology Vol 3 No 1 (2023): Multica Science and Technology
Publisher : Universitas Mulia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47002/mst.v3i1.425

Abstract

This research aims to classify students and determine eye conditions with normal and partial color blindness by using Naïve Bayes algorithm. The research dataset was obtained from students at SMA Negeri 1 Lhokseumawe. The variables used in this research were 24 Plate Ishihara Tests with data collection techniques by using interviews, literature studies and questionnaires. Total data in this research are 140 data and divided into 110 training data and 30 testing data. The results showed that from 110 data trained, there were 69 students included in the normal group and 41 students included in the partial group. Then, the 30 testing data were tested into the classification system for color blind students using Naïve Bayes Algorithm. The accuracy level of the test results was 86.67% and 13.33% error.
Co-Authors Aan Devianto Abdillah, Ahmad Fauzi Agustin Ananda Nurisyahadah Andriana, Sevtia Anggraini, Rima Berti Aprilia Rizky Arifiani Ardiansyah Asrianda Asrianda Berdina, Agnes Nona Bustami Cut Agusniar cut muftia keumala Damayanti, Ita Darmoris Dasmi Husin Dea nanda Aulia Deka Oktaviana Desi Wulandari, Desi Dety Norrahmi Dilariya Dina Lesmana Dita Lestari Eka Chyntia Eko Suryani Erwanto, Fredi Eva Darnila Fitriyani Gadis Ayu Sofiana Hana Ningtias Hardiansyah Hasya Syakira Helen Kristeti Irfan Izura Rochma Keumala, Cut Muftia Kushendar, Deden Hadi Kusumajaya, Hendra Leni Maszura Lucky Herawati Luthviana Hafizah M. Rasyidin M. Safar M. SALEH Maghriza, Irna Ari Mairanda, Nia Maisytoh, Siti Marhaeni Fajar Kurniawati Melidza Lestari Melly, Melly Yani MMSI Irfan ,S. Kom Mochamad Ari Saptari Muhammad Adib Alfathin Muhammad Ridha Mutammimul Ula Muzakir Muzakir Nisak, Fazlun NOVA Nova Mardiana, Nova Nugrahani, Andita Nur Afni Safarina Nurdin Nurdin Nurfaiza Nurvinanda, Rezka Pandit Sarosa Purnajaya, Heri Putri Novianti Rachilya, Laya Rahmatillah Rahmi Maghfirah Risqi Utami Ritonga, Maya Syarah Rozzi Kesuma Dinata Safwandi Salsabila, Cut Syahira Saputra, Muhammad Jihad Sara Dila Sarka Ade Susana Setyowati Shalawati Siti Budi Utami Siti Hardianti, Siti Siti Maisyarah Siti Maisyarah Sri Ariani Suhardjono Sujacka Retno Susana, Sarka Ade Suzarli Syibral Malasyi T. Marzila Fahnawal Ubah Swasono Basuki Vika Septyan Febrianto Winatun Nafis Yenni Aryaneta Yulia Nanda Safitri Yuliza Febrina Yulleila Zaehol Fatah Zulfikar Zuraida