Feature Selection Based on Dependency Margin.
Yong LiuFeng TangZhiyong ZengPublished in: IEEE Trans. Cybern. (2015)
Keyphrases
- feature selection
- support vector
- information gain
- text classification
- model selection
- feature selection algorithms
- classification accuracy
- feature extraction
- feature space
- text categorization
- mutual information
- multi class
- machine learning
- feature set
- classification models
- method for feature selection
- discriminative features
- small sample
- irrelevant features
- microarray data
- high dimensionality
- unsupervised learning
- support vector machine
- training set
- feature subset
- information content
- multi task
- selected features
- maximum margin
- decision trees
- unsupervised feature selection
- feature selection and classification
- genetic algorithm