Summarization as Feature Selection for Document Categorization on Small Datasets.
Emmanuel Anguiano-HernándezLuis Villaseñor PinedaManuel Montes-y-GómezPaolo RossoPublished in: IceTAL (2010)
Keyphrases
- document categorization
- text categorization
- feature selection
- text classification
- meta learning
- support vector
- document classification
- machine learning
- document representation
- classification accuracy
- knn
- feature set
- multi label
- k nearest neighbor
- information retrieval
- text documents
- naive bayes
- feature space
- machine learning algorithms
- model selection
- dimensionality reduction
- learning tasks
- feature subset
- case based reasoning
- feature vectors
- textual data
- feature extraction