Infinite Feature Selection: A Graph-based Feature Filtering Approach.
Giorgio RoffoSimone MelziUmberto CastellaniAlessandro VinciarelliMarco CristaniPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2021)
Keyphrases
- feature selection
- feature set
- feature subset
- irrelevant features
- discriminative features
- redundant features
- selecting features
- preprocessing step
- classification accuracy
- feature vectors
- feature ranking
- feature space
- supervised feature selection
- text categorization
- mutual information
- neural network
- filtering algorithm
- input features
- model selection
- discriminatory power
- data sets
- feature relevance
- support vector
- image features
- image filtering
- semi supervised
- dimensionality reduction
- selected features
- graph model
- information filtering
- text classification
- high dimensionality