Prediction for student academic performance using SMNaive Bayes model

B Jia, K Niu, X Hou, N Li, X Peng, P Gu… - Advanced Data Mining and …, 2019 - Springer
… 3 Proposed Model In order to predict students performance in professional courses, we
propose SMNaive Bayes model, called “SMNB”, which is a fusion …

[PDF][PDF] Performance Using SMNaive Bayes Model

B Jia, K Niu, X Hou, N Li, X Pengº, P Gu - researchgate.net
… In particular, SMO algorithm is leveraged to predict students academic performance of the …
to predict students performance in professional courses, we propose SMNaive Bayes model, …

A hybrid model for predicting academic performance of engineering undergraduates

K Niu, BT Jia, YH Zhou, GQ Lu - International Journal of Modeling …, 2023 - World Scientific
… , this paper proposes the RBF-Naive Bayes (RBFNB) prediction model to predict students’ …
X., Li N., Peng X., Gu P., Jia R., Prediction for student academic performance using SMNaive

[PDF][PDF] Prediction of student's performance using random forest classifier

SK Ghosh, F Janan - Proceedings of the 11th Annual International …, 2021 - ieomsociety.org
… (RNN) and DT techniques were employed to forecast student’s academic performance [5][6][7…
model, SM Naive Bayes (SMNB) model was developed to predict the student performance. …

MOOC performance prediction and personal performance improvement via Bayesian network

J Hao, J Gan, L Zhu - Education and Information Technologies, 2022 - Springer
… a Studentsperformance Prediction Bayesian network (SPBN) to quantify the impacts of
several MOOC-related features, and then predict the studentsperformance well via the …

[PDF][PDF] LITERATURE REVIEW: PREDICTIVE ANALYSIS ON STUDENT PERFORMANCE USING DIFFERENT MACHINE LEARNING ALGORITHMS

MG Ashna, AS Chandran - irjmets.com
… developing predictive models to predict student performance. The Machine … Prediction for
Student Academic Performance Using SMNaive Bayes Model” focuses on predicting student

Analysis of the Socio-economic Factors of Poor Academic Results and Predicting Probable Solutions of Major Factors

SA Rozy, SK Ghosh, F Janan - Available at SSRN 4523122, 2023 - papers.ssrn.com
… ) and DT techniques were employed to forecast student’s academic performance [17][18][19][…
model, SM Naive Bayes (SMNB) model was developed to predict the student performance. …

Factors of Pre-University Study in Influencing Graduate on Time

TJ Law, CY Ting, HN Goh, H Ng… - 2024 16th International …, 2024 - ieeexplore.ieee.org
… Jia, “Prediction for student academic performance using smnaive bayes model,” in … Inayati,
“Predictive model of student academic performance in private higher education institution (…

Guaranteeing correctness of machine learning based decision making at higher educational institutions

M Nauman, N Akhtar, A Alhudhaif, A Alothaim - IEEE access, 2021 - ieeexplore.ieee.org
SM-Naive-Bayes model to overcome the problem of low accuracy faced by classification
techniques to predict student … and academic performance has been predicted using machine …

[PDF][PDF] AIS Electronic Library (AISeL)

D Schoemer, S Laumer, K Wilbers, T Wolbring… - scholar.archive.org
… been used to predict students' academic success that potentially … use sensitive attributes to
predict students' academic success, … SMNaive Bayes Model,” in Advanced Data Mining and …