Comparing Five Machine Learning-Based Regression Models for Predicting the Study Period of Mathematics Students at IPB University

Comparing Five Machine Learning-Based Regression Models for Predicting the Study Period of Mathematics Students at IPB University

Grade point average (GPA) is initial information for supervisors to characterize their supervised students. One model that can be used to predict a student's study period based on GPA is a machine learning-based regression model so that supervisors can apply the right strategy for their student...

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Bibliographic Details
Main Authors: Sri Nurdiati, Mohamad Khoirun Najib
Format: Article
Language:English
Published: Universitas Muhammadiyah Mataram 2022-07-01
Series:JTAM (Jurnal Teori dan Aplikasi Matematika)
Subjects:
cross-validation
hyperparameter
machine learning
multiple linear regression
tuning constant
Online Access:http://journal.ummat.ac.id/index.php/jtam/article/view/8408

Internet

http://journal.ummat.ac.id/index.php/jtam/article/view/8408

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