A New MDL-Based Function for Feature Selection for Bayesian Network Classifiers.
Madalina M. DruganLinda C. van der GaagPublished in: ECAI (2004)
Keyphrases
- bayesian network classifiers
- feature selection
- naive bayes
- classification accuracy
- bayesian networks
- discriminative learning
- structure learning
- text categorization
- text classification
- data sets
- feature set
- benchmark data sets
- knn
- machine learning
- multi class
- feature space
- high dimensionality
- feature extraction
- classification models
- class imbalance
- naive bayes classifier
- pairwise
- data streams
- training data
- feature subset
- variable selection
- decision trees
- learning algorithm