Comprehensive Evaluations of Student Performance Estimation via Machine Learning

Comprehensive Evaluations of Student Performance Estimation via Machine Learning

Success in student learning is the primary aim of the educational system. Artificial intelligence utilizes data and machine learning to achieve excellence in student learning. In this paper, we exploit several machine learning techniques to estimate early student performance. Two main simulations ar...

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Bibliographic Details
Main Authors: Ahmad Saeed Mohammad, Musab T. S. Al-Kaltakchi, Jabir Alshehabi Al-Ani, Jonathon A. Chambers
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Mathematics
Subjects:
student performance
machine learning
Gaussian Naïve Bayes
support vector machine
decision tree
multi-layer perceptron
Online Access:https://www.mdpi.com/2227-7390/11/14/3153

Internet

https://www.mdpi.com/2227-7390/11/14/3153

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