A Multivariate Discretization Method for Learning Bayesian Networks from Mixed Data
Stefano MontiGregory F. CooperPublished in: CoRR (2013)
Keyphrases
- mixed data
- learning bayesian networks
- discretization method
- statistical data
- bayesian networks
- incomplete data
- continuous attributes
- data compression
- preprocessing step
- knn
- data sets
- structure learning
- naive bayes classifier
- discrete data
- conditional independence
- similarity function
- clustering algorithm
- numeric attributes
- continuous data
- graphical models
- parameter estimation
- database
- least squares
- machine learning