Infinite Feature Selection: A Graph-based Feature Filtering Approach.
Giorgio RoffoSimone MelziUmberto CastellaniAlessandro VinciarelliMarco CristaniPublished in: CoRR (2020)
Keyphrases
- feature selection
- feature set
- feature subset
- irrelevant features
- discriminative features
- redundant features
- selecting features
- feature ranking
- feature extraction
- classification accuracy
- preprocessing step
- support vector
- feature vectors
- multi class
- selected features
- semi supervised
- input features
- single feature
- feature weights
- image features
- image filtering
- supervised feature selection
- filtering algorithm
- feature selection algorithms
- model selection
- mutual information
- information gain
- data mining
- naive bayes
- unsupervised learning
- small sample
- image processing
- image segmentation
- individual features
- support vector machine
- multiscale
- pointwise mutual information
- training data