A novel feature selection approach: Combining feature wrappers and filters.
Özge UncuI. Burhan TürksenPublished in: Inf. Sci. (2007)
Keyphrases
- feature selection
- feature set
- irrelevant features
- feature subset
- preprocessing step
- selecting features
- redundant features
- discriminative features
- input features
- image features
- feature vectors
- feature extraction
- feature ranking
- feature space
- machine learning
- discriminatory power
- multi class
- supervised feature selection
- single feature
- model selection
- text classification
- classification accuracy
- dimensionality reduction
- feature detectors
- feature values
- feature selection algorithms
- high dimensionality
- order statistics
- semi structured
- feature analysis
- support vector
- mutual information
- method for feature selection
- stability of feature selection