An Introduction to Variable and Feature Selection.
Isabelle GuyonAndré ElisseeffPublished in: J. Mach. Learn. Res. (2003)
Keyphrases
- feature selection
- text categorization
- machine learning
- high dimensionality
- text classification
- mutual information
- feature set
- support vector
- model selection
- markov blanket
- information gain
- feature selection algorithms
- discriminative features
- feature space
- selected features
- feature ranking
- small sample
- conditional mutual information
- support vector machine
- genetic algorithm
- classification models
- naive bayes
- multi class
- classification accuracy
- feature extraction
- real time
- database