Online streaming feature selection with incremental feature grouping.
Noura H. Al NuaimiMohammad M. MasudPublished in: WIREs Data Mining Knowl. Discov. (2020)
Keyphrases
- feature selection
- feature set
- feature subset
- preprocessing step
- irrelevant features
- online learning
- discriminative features
- redundant features
- selecting features
- batch mode
- feature ranking
- supervised feature selection
- data streams
- feature vectors
- mutual information
- feature extraction
- input features
- real time
- feature relevance
- support vector
- decision trees
- pointwise mutual information
- selection criterion
- real time streaming
- neural network
- feature space
- multi class
- classification accuracy
- high dimensionality
- single feature
- multiple features
- feature selection algorithms
- text classification
- support vector machine
- machine learning
- data sets