Feature selection for Bayesian network classifiers using the MDL-FS score.
Madalina M. DruganMarco A. WieringPublished in: Int. J. Approx. Reason. (2010)
Keyphrases
- bayesian network classifiers
- feature selection
- model selection
- naive bayes
- classification accuracy
- text categorization
- feature space
- class imbalance
- text classification
- knn
- dimensionality reduction
- feature set
- high dimensionality
- machine learning
- bayesian networks
- discriminative learning
- support vector
- cross validation
- feature subset
- benchmark data sets
- feature extraction
- sample size
- multi class
- multi task
- variable selection
- structure learning
- bayesian classifier
- maximum likelihood
- dimension reduction
- classification models
- support vector machine
- naive bayes classifier