… enhances the accuracy of prior studentperformanceprediction by identifying and providing an … robust machine learning ensemble models, we propose and evaluate a prediction model. …
… ensemble model to predict and analyze studentperformance … These studies have confirmed that the ensemble model is … done to predictstudents’ academicperformance in traditional …
EA Yekun, AT Haile - Journal of Intelligent Systems, 2021 - degruyter.com
… a studentperformanceprediction model that predicts the performance of high schoolstudents … In this study, we are building a machine learning model that predicts the performance by …
YK Salal, SM Abdullaev - 2020 3rd International conference on …, 2020 - ieeexplore.ieee.org
… ensemble classification which combines prediction of a number base classifier trained by various machine … studentperformance is made by an ensemble of heterogeneous classifiers. …
H Hassan, S Anuar, NB Ahmad… - … , Tools and Techniques, 2019 - ebooks.iospress.nl
… students' performanceprediction model for higher education institution by identifying features of students’ … machine learning techniques by training the data, applying base learning and …
Y Wang, A Ding, K Guan, S Wu, Y Du - arXiv preprint arXiv:2112.07893, 2021 - arxiv.org
… problem to predictstudentacademicperformance with demographic, social, school-related fea… three challenges in the problem, (1) the predictions are highly dependent on the students’ …
… to predictstudentoutcomes in this paper. The impact of a student's learning behavioral characteristics on academic … Vector Machine (SVM) as classifiers. To improve the accuracy of the …
… [19] proposed a technique named the combinational incremental ensemble of classifiers for studentperformanceprediction. In the proposed technique, three classifiers are combined …
S Begum, SS Padmannavar - Int. J. Intell. Eng. Syst, 2022 - academia.edu
… techniques to predictstudentperformance and analyzed the … a studentpredictive model with the use of ensemble classifiers. … use of Machine Learning, as a tool to help school managers …