Comparing classification methods for predicting distance students' performance.
Diego García-SaizMarta E. ZorrillaPublished in: WAPA (2011)
Keyphrases
- machine learning methods
- benchmark datasets
- classification systems
- preprocessing
- classification models
- benchmark data sets
- classification method
- learning algorithm
- robust classification
- pattern recognition
- distance learning
- machine learning
- neural networks and support vector machines
- distance education
- learning outcomes
- cross validation
- multi class
- classification accuracy
- support vector
- decision trees
- learning experience
- machine learning algorithms
- text classification
- supervised learning
- high school
- learning process
- training set
- computer programming
- multiclass classification
- data sets