A novel probabilistic feature selection method for text classification.
Alper Kursat UysalSerkan GünalPublished in: Knowl. Based Syst. (2012)
Keyphrases
- text classification
- feature selection
- classification method
- detection method
- clustering method
- feature set
- dimensionality reduction
- method for feature selection
- text categorization
- preprocessing
- similarity measure
- text mining
- natural language processing
- classification accuracy
- significant improvement
- support vector
- objective function
- missing values
- feature weighting
- feature reduction
- decision trees