Boruta - A System for Feature Selection.
Miron B. KursaAleksander JankowskiWitold R. RudnickiPublished in: Fundam. Informaticae (2010)
Keyphrases
- feature selection
- text categorization
- feature extraction
- machine learning
- mutual information
- text classification
- feature set
- feature selection algorithms
- feature subset
- feature space
- model selection
- feature weighting
- bayes classifier
- information gain
- classification models
- real world
- high dimensionality
- feature ranking
- selecting features
- microarray classification
- classification accuracy
- selected features
- real time
- information systems
- unsupervised feature selection
- irrelevant features
- clustering algorithm
- small sample
- decision trees
- similarity measure
- unsupervised learning
- support vector
- artificial neural networks
- support vector machine
- microarray data
- gene expression data
- multi class
- genetic algorithm ga