Improving accuracy of students' final grade prediction model using optimal equal width binning and synthetic minority over-sampling technique.
Syed Tanveer JishanRaisul Islam RashuNaheena HaqueRashedur M. RahmanPublished in: Decis. Anal. (2015)
Keyphrases
- prediction model
- regression model
- learning experience
- response surface methodology
- collaborative learning
- learning activities
- neural network
- class distribution
- learning outcomes
- bp neural network
- e learning
- wavelet neural network
- student learning
- learning styles
- predictive model
- undergraduate students
- learning process
- exponential smoothing
- fourth grade
- learning environment
- intelligent tutoring systems
- distance learning
- cognitive load
- software reliability
- pre and post tests
- stepwise regression
- class imbalanced