Collection properties influencing automatic term classification performance.
Karen Sparck JonesPublished in: Inf. Storage Retr. (1973)
Keyphrases
- statistical classification
- pattern recognition
- feature extraction
- support vector
- support vector machine svm
- classification accuracy
- training samples
- classification method
- model selection
- supervised learning
- decision trees
- feature selection
- term extraction
- object classification
- desirable properties
- machine learning methods
- feature space
- database
- feature vectors
- test collection
- decision rules
- semi automatic
- cost sensitive
- automatic classification
- text classification
- classification systems
- features extraction
- image classification
- co occurrence