Efficient approximate top-k mutual information based feature selection.
Md. Abdus SalamSenjuti Basu RoyGautam DasPublished in: J. Intell. Inf. Syst. (2023)
Keyphrases
- feature selection
- mutual information
- image registration
- conditional mutual information
- text categorization
- text classification
- query processing
- multi class
- feature set
- support vector
- classification accuracy
- method for feature selection
- feature selection algorithms
- discriminative features
- support vector machine
- feature space
- neural network
- feature extraction
- user defined
- high dimensionality
- uncertain data streams
- block max
- feature selection and classification
- small sample
- feature ranking
- scoring function
- skyline queries
- result set
- information gain
- model selection
- information retrieval systems
- text mining
- data streams