Feature grouping-based fuzzy-rough feature selection.
Richard JensenNeil Mac ParthaláinChris CornelisPublished in: FUZZ-IEEE (2014)
Keyphrases
- feature selection
- feature set
- irrelevant features
- discriminative features
- redundant features
- preprocessing step
- feature subset
- feature ranking
- input features
- pointwise mutual information
- selecting features
- text categorization
- knn
- support vector
- naive bayes
- microarray data
- text classification
- multi class
- feature selection algorithms
- classification accuracy
- feature vectors
- feature space
- feature relevance
- supervised feature selection
- feature weights
- neural network
- small sample
- feature weighting
- multiple features
- multi task
- model selection
- face recognition
- machine learning