Analyzing Supervised Learning Models for Predicting Student Dropout and Success in Higher Education.
Shraddha BhurreShaligram PrajapatPublished in: UKCI (2023)
Keyphrases
- higher education
- learning models
- learning algorithm
- higher education institutions
- machine learning
- online learning
- faculty members
- online teaching
- web based teaching
- learning technologies
- distance learning
- e learning
- loss function
- learning management systems
- learning tasks
- online course
- semi supervised learning
- supervised learning
- learning in higher education
- mobile learning
- machine learning algorithms
- blended learning
- formative assessment
- educational process
- semi supervised
- m learning
- conditional random fields
- learning process
- learning problems
- classification models
- learning environment
- learning styles
- corporate training
- student learning
- unsupervised learning
- feature selection
- tertiary education
- decision trees
- training data
- open university
- vocational education
- support vector
- computer mediated
- kernel methods