Predicting Student Loyalty in Higher Education Using Machine Learning: A Random Forest Approach

Predicting Student Loyalty in Higher Education Using Machine Learning: A Random Forest Approach

Student loyalty is a crucial factor supporting the sustainability of higher education institutions. The aim of this study is to predict student loyalty using a machine learning approach, specifically the random forest algorithm. The data for this research were collected through a questionnaire that...

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Bibliographic Details
Main Authors: Qoriani Widayati, Kusworo Adi, R Rizal Isnanto, Eka Puji Agustini, Dewa Rizki Rahmat Julianto, Fawwaz Bimo Prakasa
Format: Article
Language:English
Published: Informatics Department, Faculty of Computer Science Bina Darma University 2025-03-01
Series:Journal of Information Systems and Informatics
Subjects:
student loyalty, random forest, machine learning
Online Access:https://journal-isi.org/index.php/isi/article/view/977
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