Feature Selection Based on Mutual Correlation.
Michal HaindlPetr SomolDimitrios VerveridisConstantine KotropoulosPublished in: CIARP (2006)
Keyphrases
- feature selection
- text categorization
- multi task
- irrelevant features
- multi class
- selected features
- correlation coefficient
- high dimensionality
- feature selection algorithms
- classification accuracy
- text classification
- mutual information
- discriminative features
- information gain
- gene expression data
- dimensionality reduction
- bayes classifier
- feature space
- feature extraction
- machine learning
- conditional mutual information
- high correlation
- feature selection and classification
- method for feature selection
- database
- feature subset
- feature set
- support vector machine
- support vector
- microarray data
- model selection
- knn
- decision trees
- informative features
- image processing
- forward selection
- learning algorithm
- neural network