GLoW SMOTE-D: Oversampling Technique to Improve Prediction Model Performance of Students Failure in Courses

The percentage of passing courses is dependent on the assistance provided to students. To ensure the effectiveness of these efforts, identifying students at risk of course failure as early as possible is crucial. The list of students at risk can be generated through academic performance prediction b...

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Bibliographic Details
Main Authors: Susana Limanto, Joko Lianto Buliali, Ahmad Saikhu
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10384376/