Prediction of Perceived Disorientation in Online Learning Environment with Random Forest Regression.
Gökhan AkçapinarErdal CosgunArif AltunPublished in: EDM (2011)
Keyphrases
- random forest
- online learning environment
- random forests
- decision trees
- feature set
- ensemble methods
- prediction accuracy
- online learning
- ensemble classifier
- multi label
- learning environment
- social presence
- computer mediated communication
- distance education
- learning styles
- discussion forums
- machine learning algorithms
- learning strategies
- naive bayes
- support vector
- online environment
- e learning