Sequential Feature Selection for Classification.
Thomas RückstießChristian OsendorferPatrick van der SmagtPublished in: Australasian Conference on Artificial Intelligence (2011)
Keyphrases
- microarray datasets
- feature selection
- feature ranking
- gene expression
- high dimensionality
- classification accuracy
- text classification
- classification models
- text categorization
- machine learning
- feature subset selection
- model selection
- feature selection algorithms
- support vector
- feature set
- irrelevant features
- classification performances
- feature space
- feature extraction
- bayes classifier
- method for feature selection
- web page classification
- image classification
- multi class
- information gain
- classification rate
- bayesian classifier
- classification method
- cross validation
- mutual information
- supervised learning
- high dimensional
- training set