Feature Selection using Multiple Streams.
Paramveer S. DhillonDean P. FosterLyle H. UngarPublished in: AISTATS (2010)
Keyphrases
- feature selection
- text categorization
- feature extraction
- mutual information
- support vector
- selected features
- model selection
- information gain
- support vector machine
- multi class
- feature set
- classification accuracy
- high dimensionality
- feature subset
- feature selection algorithms
- artificial intelligence
- conditional mutual information
- small sample
- irrelevant features
- unsupervised learning
- text classification
- feature space
- gene expression data
- multi task
- training data
- discriminative features
- image processing
- machine learning
- informative features
- selecting features
- real time