GLoW SMOTE-D: Oversampling Technique to Improve Prediction Model Performance of Students Failure in Courses.
Susana LimantoJoko Lianto BulialiAhmad SaikhuPublished in: IEEE Access (2024)
Keyphrases
- prediction model
- higher education
- distance education
- online course
- e learning
- computer science students
- university level
- regression model
- university courses
- distance learning
- learning experience
- computer engineering
- online learning
- introductory computer science
- teaching materials
- learning outcomes
- computer science courses
- programming course
- class imbalance
- undergraduate engineering
- undergraduate and graduate
- learning objectives
- blended learning
- neural network
- learning environment
- wavelet neural network
- practical experience
- computer science
- student progress
- predictive model
- semester long
- learning activities
- teaching assistants
- engineering courses
- post secondary
- learning styles
- customer churn
- high school
- student learning
- bp neural network
- teaching methods
- class distribution