Some aspects of error bounds in feature selection.
Dick E. BoekeeJan C. A. van der LubbePublished in: Pattern Recognit. (1979)
Keyphrases
- error bounds
- feature selection
- theoretical analysis
- worst case
- text categorization
- finite sample
- mutual information
- high dimensionality
- unsupervised feature selection
- machine learning
- feature space
- classification accuracy
- support vector machine
- dimensionality reduction
- irrelevant features
- support vector
- neural network
- forward selection
- feature ranking
- discriminative features
- multi task
- microarray data
- gene expression data
- model selection
- multi class
- lower bound
- optimal solution