Machine learning model (RG-DMML) and ensemble algorithm for prediction of students' retention and graduation in education.
Kingsley OkoyeJulius Tanyu NganjiJosé EscamillaSamira HosseiniPublished in: Comput. Educ. Artif. Intell. (2024)
Keyphrases
- learning algorithm
- machine learning
- mathematical model
- probabilistic model
- recognition algorithm
- cost function
- multiple models
- classification algorithm
- objective function
- prediction model
- feature selection
- em algorithm
- optimal solution
- energy function
- prediction error
- university level
- learning process
- expectation maximization
- e learning
- k means
- learning environment
- distance learning
- cognitive load
- model based segmentation
- science education
- learning sciences
- high school students
- prediction algorithm
- neural network
- student learning
- information and communication technologies
- machine learning methods
- mobile learning
- higher education
- prediction accuracy
- machine learning algorithms
- segmentation algorithm
- learning activities