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All Journal EXPERT: Jurnal Manajemen Sistem Informasi dan Teknologi INTEGER: Journal of Information Technology Jurnal Abadimas Adi Buana Jurnal Penamas Adi Buana Jurnal Inovasi Hasil Pengabdian Masyarakat (JIPEMAS) IJID (International Journal on Informatics for Development) INTI Nusa Mandiri Indonesian Journal of Electrical Engineering and Computer Science Jurnal Sistem Komputer dan Informatika (JSON) Journal of Advanced in Information and Industrial Technology (JAIIT) Jurnal Kedaymas Transformasi MATRIX : JURNAL MANAJEMEN TEKNOLOGI DAN INFORMATIKA
Sinarring Azi Laga
Universitas Hayam Wuruk Perbanas
Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Mathematics Public Health Other

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Journal : Jurnal Sistem Komputer dan Informatika (JSON)

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Perbandingan Metode K-NN dan SVM Berdasarkan Kinerja Pegawai Sinarring Azi Laga
Jurnal Sistem Komputer dan Informatika (JSON) Vol 4, No 3 (2023): Maret 2023
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/json.v4i3.5816

Abstract

Limited qualified human resources cause employees not to do the job in accordance with the company's operational standards properly and correctly. At this time PT. XYZ does not have tools to identify employee performance, therefore researchers conduct research to assist PT. XYZ in classifying employee performance. The methods used in this study were K-NN and SVM with a sample of 873 PT. XYZ employee data. Based on the trials conducted, the K-NN method has the highest accuracy rate of 90.13%, 91% precision rate, and 98.95% recall rate. The most optimal number of neighbors (k value) for the K-NN method is 5 with an accuracy rate of 88.35%.
Co-Authors Afandi, Haekal Ridho Aji, Geo Ardana Ihsan Purnama Alifkhan, Mochammad Vaif Dwi Alya Rizky Natasya Chitra Laksmi Rithmaya Clarissa Janice Noerjanto delonix, yudha Deny Hermansyah Djoko Budi Setyawan Emanuel Kristijadi Gaguk Suprianto Hariadi Yutanto Hariyanti, Tika Ayu Heri Suprianto Heri Supriyanto Iqbal Ramadhani Mukhlis Jonathan Gerry Joy Christianto Larasati Ayu Sekarsari Maharani, Ganestiana Diah Moch. Anang Karyawan Mochammad Vaif Dwi Alifkhan Muazaroh . Muhammad Zainuddin Nanang Nanang Nanang Setiyoko Natasya, Alya Rizky Rithmaya, Chitra Laksmi Riyanarto Sarno Ronny Sihotang, Ellen Theresia Suprianto, Gaguk Yudha Herlambang Cahya Pratama Yudi Sutarso