Combining EM Training and the MDL Principle for an Automatic Verb Classification Incorporating Selectional Preferences.
Sabine Schulte im WaldeChristian HyingChristian ScheibleHelmut SchmidPublished in: ACL (2008)
Keyphrases
- mdl principle
- classification accuracy
- classification scheme
- training set
- supervised learning
- training samples
- decision trees
- statistical classification
- pattern classification
- training phase
- training process
- feature vectors
- unsupervised learning
- classification algorithm
- automatic classification
- labelled data
- machine learning
- natural language
- support vector
- support vector machine
- feature space
- feature selection
- multi layer perceptron
- pattern recognition
- classification models
- avoid overfitting
- data mining
- classification performances
- computer vision
- decision making
- bayesian networks
- image classification
- information theory
- gaussian mixture model
- classification method
- training examples
- support vector machine svm
- multi class
- expectation maximization