The Choice of Features for Classification of Verbs in Biomedical Texts.
Anna KorhonenYuval KrymolowskiNigel CollierPublished in: COLING (2008)
Keyphrases
- feature vectors
- classification accuracy
- feature set
- classification models
- feature extraction
- classification process
- classification method
- feature space
- benchmark datasets
- decision trees
- machine learning
- svm classifier
- image features
- extracted features
- gender classification
- feature values
- feature analysis
- pattern classification
- high dimensionality
- textural features
- feature extraction and classification
- feature selection
- natural language
- class labels
- image classification
- feature subset
- co occurrence
- information extraction
- feature representation
- support vector machine
- support vector machine svm
- discriminative features
- distinctive features
- pattern recognition
- training set
- feature construction
- decision tree classifiers
- knn
- features extraction
- biomedical literature
- training samples
- classification algorithm