A Feature Selection Wrapper for Mixtures.
Mário A. T. FigueiredoAnil K. JainMartin H. C. LawPublished in: IbPRIA (2003)
Keyphrases
- feature selection
- text classification
- information gain
- multi class
- mutual information
- text categorization
- mixture model
- support vector
- feature ranking
- feature selection algorithms
- feature space
- support vector machine
- dimensionality reduction
- feature set
- feature subset
- high dimensionality
- irrelevant features
- classification accuracy
- feature extraction
- wrapper method
- model selection
- selected features
- unsupervised feature selection
- mixtures of gaussians
- wrapper feature selection
- gene expression data
- unsupervised learning
- information extraction
- knn
- machine learning
- microarray data
- classification models
- fold cross validation
- neural network
- black box
- naive bayes
- blind source separation
- website
- method for feature selection
- data mining