A systematic analysis using classification machine learning algorithms to understand why learners drop out of MOOCs.
Seema RawatDeepak KumarPraveen KumarChhaya KhattriPublished in: Neural Comput. Appl. (2021)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning methods
- machine learning
- decision trees
- predictive accuracy
- learning algorithm
- machine learning approaches
- random forests
- learning problems
- machine learning models
- input features
- multiclass classification
- supervised learning
- supervised learning algorithms
- feature space
- learning tasks
- decision tree learners
- neural network
- statistical machine learning
- learning systems
- learning process
- feature selection
- data sets
- learning activities
- multi class
- classification accuracy
- training set
- learning environment
- machine learning systems
- standard machine learning algorithms