Bayesian top scoring pairs for feature selection.
Emre ArslanUlisses M. Braga-NetoPublished in: ACSSC (2017)
Keyphrases
- feature selection
- pairwise
- text categorization
- bayesian networks
- multi class
- text classification
- maximum likelihood
- automatic relevance determination
- bayesian learning
- feature set
- bayesian decision
- method for feature selection
- classification accuracy
- posterior distribution
- information gain
- model selection
- irrelevant features
- bayesian analysis
- bayes classifier
- informative features
- selected features
- bayesian methods
- feature selection algorithms
- data mining
- posterior probability
- machine learning
- feature extraction
- naive bayes
- unsupervised learning
- support vector
- data driven
- scoring model
- neural network
- forward selection
- unsupervised feature selection
- feature space
- bayesian inference
- feature weighting
- high dimensionality
- gaussian processes
- feature subset