Introducing a Family of Linear Measures for Feature Selection in Text Categorization.
Elías F. CombarroElena MontañésIrene DíazJosé RanillaRicardo MonesPublished in: IEEE Trans. Knowl. Data Eng. (2005)
Keyphrases
- text categorization
- feature selection
- text classification
- automated text categorization
- linear svm
- information gain
- feature weighting
- knn
- k nearest neighbor
- naive bayes
- reuters corpus
- text filtering
- multi label
- feature generation
- text documents
- neural network
- semi supervised learning
- text classifiers
- feature space
- feature selections
- dimensionality reduction
- automatic text categorization
- tf idf
- document frequency
- feature selection and classifier
- semantic browsing
- feature subset
- model selection
- nearest neighbor
- support vector machine
- feature extraction
- information retrieval
- machine learning