Impact of error estimation on feature selection.
Chao SimaSanju AttoorUlisses M. Braga-NetoJames LoweyEdward SuhEdward R. DoughertyPublished in: Pattern Recognit. (2005)
Keyphrases
- error estimation
- feature selection
- model selection
- support vector machine
- error estimates
- cross validation
- feature selection algorithms
- feature set
- support vector
- classification accuracy
- multi class
- mutual information
- text classification
- small sample
- feature selection and classification
- selected features
- text categorization
- feature extraction
- image processing
- multi task
- generalization error
- feature space
- reinforcement learning
- similarity measure
- unsupervised feature selection
- clustering algorithm