Predicting Students Academic Performance using a Hybrid of Machine Learning Algorithms.
Roselyne AyiendaRichard RimiruWilson CheruiyotPublished in: AFRICON (2021)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- student learning
- predictive accuracy
- machine learning methods
- information literacy
- learning environment
- decision trees
- higher education
- learning problems
- learning activities
- computer science education
- random forests
- learning styles
- learning experience
- hybrid learning
- computer engineering
- collaborative learning
- machine learning models
- post secondary
- learning tasks
- e learning
- machine learning systems
- machine learning approaches
- distance learning
- special education
- faculty members
- online environment
- learning process
- distance education
- high school
- intelligent tutoring systems
- input features
- standard machine learning algorithms
- learning outcomes
- national science foundation
- undergraduate engineering
- online course
- data sets
- design studio
- transfer learning
- machine learning and data mining algorithms
- statistical machine learning
- multiclass classification
- learning models