Feature selection with SVD entropy: Some modification and extension.
Monami BanerjeeNikhil R. PalPublished in: Inf. Sci. (2014)
Keyphrases
- feature selection
- mutual information
- singular value decomposition
- dimensionality reduction
- information gain
- text categorization
- dimension reduction
- feature extraction
- information theoretic
- feature set
- information theory
- multi class
- classification accuracy
- least squares
- feature selection algorithms
- text classification
- irrelevant features
- support vector
- high dimensionality
- feature weighting
- fuzzy entropy
- small sample
- shannon entropy
- singular values
- redundant features
- database
- information entropy
- microarray data
- model selection
- learning algorithm
- data mining
- data sets