GLSVM: Integrating Structured Feature Selection and Large Margin Classification.
Hongliang FeiBrian QuanzJun HuanPublished in: ICDM Workshops (2009)
Keyphrases
- feature selection
- feature set
- mutual information
- text categorization
- feature selection algorithms
- support vector
- irrelevant features
- dimensionality reduction
- text classification
- machine learning
- feature space
- selected features
- information gain
- method for feature selection
- selecting features
- unsupervised feature selection
- multi class
- gene expression data
- naive bayes
- model selection
- sample complexity
- text mining
- informative features
- classification accuracy
- decision trees
- real world