Skip to content
Publish & Distribute
Publishing Solutions
Distribution Solutions
Library Services
Subjects
Architecture and Design
Arts
Business and Economics
Chemistry
Classical and Ancient Near Eastern Studies
Computer Sciences
Cultural Studies
Engineering
General Interest
Geosciences
History
Industrial Chemistry
Jewish Studies
Law
Library and Information Science, Book Studies
Life Sciences
Linguistics and Semiotics
Literary Studies
Materials Sciences
Mathematics
Medicine
Music
Pharmacy
Philosophy
Physics
Social Sciences
Sports and Recreation
Theology and Religion
Publications
Journals
Books
Proceedings
Publishers
Journal Matcher
Blog
Contact
Search
English
English
Deutsch
Polski
Español
Français
Italiano
Cart
Home
Journals
Applied Computer Systems
Volume 26 (2021): Issue 2 (December 2021)
Open Access
Academic Performance Modelling with Machine Learning Based on Cognitive and Non-Cognitive Features
Bridgitte Owusu-Boadu
Bridgitte Owusu-Boadu
Brivink Consult & Technology
Sunyani, Ghana
Search for this author on
Sciendo
|
Google Scholar
Owusu-Boadu, Bridgitte
,
Isaac Kofi Nti
Isaac Kofi Nti
Department of Computer Science and Informatics, University of Energy and Natural Resources
Sunyani, Ghana
Orcid profile
Search for this author on
Sciendo
|
Google Scholar
Nti, Isaac Kofi
,
Owusu Nyarko-Boateng
Owusu Nyarko-Boateng
Department of Computer Science and Informatics, University of Energy and Natural Resources
Sunyani, Ghana
Orcid profile
Search for this author on
Sciendo
|
Google Scholar
Nyarko-Boateng, Owusu
,
Justice Aning
Justice Aning
Department of Computer Science, Sunyani Technical University
Sunyani, Ghana
Search for this author on
Sciendo
|
Google Scholar
Aning, Justice
and
Victoria Boafo
Victoria Boafo
Department of Computer Science & ICT, Mampong Technical College of Education
Mampong, Ghana
Search for this author on
Sciendo
|
Google Scholar
Boafo, Victoria
Dec 30, 2021
Applied Computer Systems
Volume 26 (2021): Issue 2 (December 2021)
About this article
Previous Article
Next Article
Abstract
References
Authors
Articles in this Issue
Preview
PDF
Cite
Share
Download Cover
Published Online:
Dec 30, 2021
Page range:
122 - 131
DOI:
https://doi.org/10.2478/acss-2021-0015
Keywords
Academic performance
,
AdaBoost
,
artificial neural network
,
decision tree
,
educational data mining
,
k-nearest neighbour
,
logistic regression
,
machine learning
,
naïve Bayes
,
random forest
,
support vector machine
© 2021 Bridgitte Owusu-Boadu et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.