Jurnal Ilmiah Wahana Pendidikan
Vol 7 No 3 (2021): Jurnal Ilmiah Wahana Pendidikan

Komparasi Penerapan Forward Selection Pada Algoritma C4.5 Dan Algoritma Naïve Bayes Untuk Memprediksi Kompetensi Karyawan (Studi Kasus: PT. XYZ)

Fuza Putra Arwanda (Unknown)
Hannie Hannie (Unknown)
Budi Arif Dermawan (Unknown)

Article Info

Publish Date
17 Jun 2021

Abstract

Monitoring and evaluation that is not well targeted towards employee assessment will cause problems in the development of human resources within a company. Currently the company PT. XYZ, is a new company which just started its production in 2020, thus monitoring and evaluation of the performance of each employee is very necessary. This study aims to compare C4.5 and the Naïve Bayes algorithm and add forward selection with the KDD (Knowledge Discovery in Database) methodology to predict competent and incompetent employees. Evaluation of the comparative use of the two algorithms, namely C4.5 and Naïve Bayes, was carried out by testing using Cross-Validation using 10-fold cross-validation.

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Journal Info
Jurnal Ilmiah Wahana Pendidikan
Website

Abbrev

JIWP

Publisher

Universitas Bumi Hijrah Tidore

Subject

Religion Education Social Sciences Other

Description

Jurnal Ilmiah Wahana Pendidikan (JIWP) Diterbitkan sebagai upaya untuk mempublikasikan hasil-hasil penelitian dan temuan di bidang pendidikan . Jurnal ini terbit 4 bulanan, yaitu bulan April, Agustus dan Desember. *Ruang Lingkup* Memuat hal kajian, analisis, dan penelitian tentang perancangan, ...