Conversion of categorical variables into numerical variables via Bayesian network classifiers for binary classifications.
Namgil LeeJong-Min KimPublished in: Comput. Stat. Data Anal. (2010)
Keyphrases
- categorical variables
- bayesian network classifiers
- bayesian classifiers
- real valued
- bayesian classifier
- bayesian networks
- naive bayes
- discriminative learning
- bayesian network structures
- markov blanket
- structure learning
- naive bayes classifier
- data samples
- classification accuracy
- knn
- data sets
- variable selection
- benchmark data sets
- class imbalance
- decision trees
- feature selection
- equivalence classes
- machine learning