Budget constrained non-monotonic feature selection.
Haiqin YangZenglin XuMichael R. LyuIrwin KingPublished in: Neural Networks (2015)
Keyphrases
- feature selection
- text categorization
- text classification
- feature ranking
- support vector machine
- dimensionality reduction
- feature extraction
- feature space
- mutual information
- information gain
- feature subset
- machine learning
- selected features
- bayes classifier
- irrelevant features
- informative features
- feature selection and classification
- forward selection
- high dimensionality
- naive bayes
- feature set
- classification accuracy
- support vector
- data mining
- classification models
- multi task
- multi class
- feature weighting
- knn
- small sample
- evolutionary algorithm
- information retrieval
- conditional mutual information
- microarray classification