Building Classifiers Using Bayesian Networks.
Nir FriedmanMoisés GoldszmidtPublished in: AAAI/IAAI, Vol. 2 (1996)
Keyphrases
- bayesian networks
- probabilistic classifiers
- naive bayes
- decision trees
- support vector
- machine learning algorithms
- bayesian network classifiers
- probability distribution
- graphical models
- conditional independence
- training data
- test set
- inference in bayesian networks
- linear classifiers
- supervised classification
- probabilistic inference
- classification algorithm
- multiple classifiers
- learning bayesian networks
- bayesian belief networks
- probabilistic reasoning
- bayesian network models
- feature selection
- incomplete data
- conditional probabilities
- classification method
- logistic regression
- random variables
- class labels
- face detection
- training samples