Assessment and evaluation of different machine learning algorithms for predicting student performance

YA Alsariera, Y Baashar, G Alkawsi… - … intelligence and …, 2022 - Wiley Online Library
… for learning and to track and monitor the students’ progress. … prediction of student academic
performance using different … ML algorithms used to predict studentsacademic performance. …

Classification and prediction of student performance data using various machine learning algorithms

H Pallathadka, A Wenda, E Ramirez-Asís… - Materials today …, 2023 - Elsevier
algorithms in predicting student academic achievement based … table, and J48 machine
learning algorithms, it was discovered … Naive Bayes and ID3 algorithms. However, a multi-strategy …

[PDF][PDF] Using machine learning algorithms to predict students' performance and improve learning outcome: A literature based review

F Ofori, E Maina, R Gitonga - Journal of Information and Technology, 2020 - academia.edu
… model is appropriate in improving learning in among students. … machine learning model in
predicting student performance and appropriate machine learning model in improving learning

Student performance prediction and classification using machine learning algorithms

B Sekeroglu, K Dimililer, K Tuncal - Proceedings of the 2019 8th …, 2019 - dl.acm.org
… into their traditional teaching mechanisms for enhancing learning and teaching. In this paper…
classification of student performance respectively using five machine learning algorithms. …

Analysis of student performance using Machine learning Algorithms

S Kour, R Kumar, M Gupta - 2021 Third International …, 2021 - ieeexplore.ieee.org
… for forecasting students' academic success. This project examines past student outcomes,
as … to the test using diverse machine learning (ML) algorithms in WEKA (Waikato Setting for …

Student performance prediction model based on supervised machine learning algorithms

AS Hashim, WA Awadh… - IOP conference series …, 2020 - iopscience.iop.org
machine learning algorithms in students’ success prediction and academic performance in
… Specifically, the supervised machine learning algorithms measured student performance on …

[HTML][HTML] A systematic literature review of student'performance prediction using machine learning techniques

B Albreiki, N Zaki, H Alashwal - Education Sciences, 2021 - mdpi.com
performance prediction using a machine learning algorithm. This review investigates the
application of different techniques of data mining and machine learning … and machine learning. …

Enhancing the prediction of student performance based on the machine learning XGBoost algorithm

A Asselman, M Khaldi, S Aammou - Interactive Learning …, 2023 - Taylor & Francis
… Section 3 introduces the machine learning algorithms that we refer to for constructing our
models, it discusses the research methods applied in this study, then it presents the data …

Machine learning algorithm for student's performance prediction

HMR Hasan, AKMSA Rabby, MT Islam… - 2019 10th …, 2019 - ieeexplore.ieee.org
… datasets with student’s psychological data. Then we will implement other machine learning
and data mining algorithms like Naïve Bayes, SVM etc. effective prediction algorithms to gain …

[HTML][HTML] Educational data mining: prediction of students' academic performance using machine learning algorithms

M Yağcı - Smart Learning Environments, 2022 - Springer
learning algorithms. The results were compared with the results of the research in which
machine learning algorithms were employed to predict academic performance according to …