Analysis of Civil Servant Teacher Certification Patterns in Asahan Regency Using the C4.5 and Random Forest Algorithm

Authors

  • Nurhawa Nizar Siagian Universitas Pembangunan Panca Budi
  • Muhammad Iqbal Universitas Pembagunan Panca Budi
  • Andysah Putera Utama Siahaan Universitas Pembagunan Panca Budi
  • Darmeli Nasution Universitas Pembagunan Panca Budi
  • Zulham Sitorus Universitas Pembagunan Panca Budi

Keywords:

Teacher certification; C4.5 Algorithm; Random Forest

Abstract

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Published

2026-02-12

How to Cite

Nizar Siagian, N., Muhammad Iqbal, Andysah Putera Utama Siahaan, Darmeli Nasution, & Zulham Sitorus. (2026). Analysis of Civil Servant Teacher Certification Patterns in Asahan Regency Using the C4.5 and Random Forest Algorithm. International Conference Epicentrum of Economic Global Framework, 1142–1151. Retrieved from https://proceeding.pancabudi.ac.id/index.php/ICEEGLOF/article/view/1704

Issue

2026: 3rd International Conference Epicentrum of Economic Global Framework

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Articles

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Copyright (c) 2026 Nurhawa Nizar Siagian (Author); Muhammad Iqbal, Andysah Putera Utama Siahaan, Darmeli Nasution, Zulham Sitorus

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This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.