Supervised Learning for Semantic Classification of Spanish Collocations.
Alexander F. GelbukhOlga KolesnikovaPublished in: MCPR (2010)
Keyphrases
- supervised learning
- unsupervised learning
- class labels
- supervised machine learning
- machine learning
- supervised classification
- training set
- high level
- pattern classification
- automatic classification
- semi supervised
- classification accuracy
- accurate classification
- decision trees
- learning algorithm
- training data
- image classification
- model selection
- semi supervised learning
- machine learning methods
- learning tasks
- classification method
- statistical learning
- semantic annotation
- classification models
- classification scheme
- labeled data
- pattern recognition
- feature selection
- classification systems
- classification process
- instance selection
- supervised and unsupervised learning
- training examples
- semantic network
- semantic similarity
- decision rules
- cross validation
- question answering
- data sets
- training samples
- semantic web
- active learning
- feature space
- feature extraction
- neural network