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Comparative Analysis of Classification Models for Competencies Certification: A Data Mining Approach
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
This study elaborates the application of various machine learning (ML) algorithm models to identify the classification of employee competency to take the competency certification needed to support the work. The goal is to choose the best ML model to improve accuracy, scalability, and fairness. The algorithms to be tested in this study are Logistic Regression, SVM, KNN, and Naive Bayes as traditional algorithms with Random Forest as an ensemble algorithm. This study took data from 13,830 employee...
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Pemanfaatan dan Pengelolaan Sistem Informasi Web Profil pada SDK Santo Yosep 1 Kota Kupang
Kornelis Letelay
; Yulianto Triwahyuadi Polly
; Arfan Y Mauko
; Tiwuk Widiastuti
; Dony Martinus Sihotang
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 4
(2024)
The Community Service (PkM) activity titled “Utilization and Management of Web Profile Information System at SDK Santo Yosep 1 Kota Kupang” involved the partnership with SDK Santo Yosep 1 Kota Kupang. The purpose of this community partnership program was to enhance information technology skills and knowledge for educators and educational staff at SDK Santo Yosep 1 located in Kota Raja sub-district. The methods used in this activity included training on managing the system that had already been d...
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