Integrating Prior Information with Bayesian Feature Selection.
Ali Foroughi PourLori A. DaltonPublished in: BCB (2017)
Keyphrases
- prior information
- feature selection
- bayesian inference
- prior distribution
- hyperparameters
- prior probabilities
- prior knowledge
- posterior distribution
- text categorization
- prior models
- automatic relevance determination
- mutual information
- prior model
- feature set
- discriminative features
- bayesian learning
- irrelevant features
- neural network
- shape prior
- machine learning
- feature extraction
- maximum likelihood
- classification accuracy
- bayesian model
- bayes classifier
- selected features
- text classification
- dimensionality reduction
- higher order
- image reconstruction
- feature ranking
- multi class
- knn
- multi task
- support vector
- model selection
- redundant features
- information gain