ICC statistic as criterion for classification and feature selection.
K. SelkäinahoJussi ParkkinenPublished in: ICPR (1988)
Keyphrases
- feature selection
- classification accuracy
- text classification
- classification models
- feature extraction
- support vector machine
- feature space
- accurate classification
- class separability
- feature set
- feature selection algorithms
- support vector
- high dimensionality
- fold cross validation
- classification method
- unsupervised learning
- mutual information
- pattern recognition
- feature selection and classification
- irrelevant features
- dimension reduction
- decision trees
- text categorization
- multi class
- feature vectors
- feature subset
- method for feature selection
- discriminative features
- feature subset selection
- small sample
- feature ranking
- machine learning
- selection criterion
- bayesian classifier
- selected features
- information gain
- bayes classifier
- microarray data
- gene expression data
- web page classification
- dimensionality reduction
- data pre processing
- classification performances
- supervised learning
- neural network
- selecting relevant features