Variational Relevant Sample-Feature Machine: A fully Bayesian approach for embedded feature selection.
Ali MirzaeiYalda MohsenzadehHamid SheikhzadehPublished in: Neurocomputing (2017)
Keyphrases
- feature selection
- feature set
- feature subset
- small sample
- irrelevant features
- redundant features
- discriminative features
- preprocessing step
- text categorization
- selecting features
- classification accuracy
- mutual information
- supervised feature selection
- feature ranking
- input features
- feature selection algorithms
- machine learning
- feature weighting
- feature vectors
- feature space
- image segmentation
- optical flow
- feature extraction
- unsupervised feature selection
- support vector
- neural network
- pointwise mutual information
- feature relevance
- feature weights
- high dimensionality
- selected features
- image features
- multi class
- text classification