Streaming Feature Selection using IIC.
Lyle H. UngarJing ZhouDean P. FosterBob A. StinePublished in: AISTATS (2005)
Keyphrases
- feature selection
- feature space
- text categorization
- high dimensionality
- data streams
- video streaming
- mutual information
- real time
- feature selection algorithms
- classification accuracy
- multi class
- feature set
- selected features
- streaming data
- model selection
- feature subset
- bayes classifier
- microarray classification
- machine learning
- unsupervised feature selection
- microarray data
- dimensionality reduction
- information gain
- multi task
- discriminative features
- video streams
- redundant features
- selecting features
- continuous stream
- selecting relevant features
- feature ranking
- sliding window
- text classification
- support vector
- feature extraction
- decision trees
- data sets