Syntactic Decision Tree LMs: Random Selection or Intelligent Design?
Denis FilimonovMary P. HarperPublished in: EMNLP (2011)
Keyphrases
- information extraction
- random selection
- intelligent design
- decision trees
- training set
- base classifiers
- randomly selected
- uncertainty management
- machine learning
- active learning
- test set
- learning management systems
- naive bayes
- machine learning algorithms
- training data
- e learning
- classification accuracy
- ensemble methods
- training examples
- nearest neighbor
- k means
- learning process
- supervised learning
- prediction accuracy
- temporal information
- feature selection