Application of Machine Learning for Academic Outcome Prediction: A Methodological Comparative Study

Application of Machine Learning for Academic Outcome Prediction: A Methodological Comparative Study

Academic performance prediction is a crucial area in education; however, the complexity of influencing factors often cannot be adequately captured by simple linear models. This research conducts a methodological comparative analysis of five machine learning models Simple Linear Regression, Multiple...

Full description

Saved in:
Bibliographic Details
Main Authors: Md. Wira Putra Dananjaya, Putu Gita Pujayanti
Format: Article
Language:English
Published: Pusat Penelitian dan Pengabdian Masyarakat (P3M), Politeknik Negeri Cilacap 2025-06-01
Series:Journal of Innovation Information Technology and Application
Subjects:
machine learning
academic performance prediction
comparative analysis
Online Access:https://ejournal.pnc.ac.id/index.php/jinita/article/view/2540
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items