Combining global and local classifiers with Bayesian network.
Leonardo Nogueira MatosJoão Marques de CarvalhoPublished in: ICPR (4) (2006)
Keyphrases
- bayesian networks
- naive bayes
- training data
- decision trees
- training set
- probabilistic inference
- combining classifiers
- multiple classifiers
- support vector
- multiple classifier systems
- bayesian network classifiers
- supervised classification
- classification algorithm
- class labels
- test set
- probabilistic reasoning
- classification systems
- inference in bayesian networks
- linear classifiers
- bayesian network inference
- svm classifier
- classification rate
- incomplete data
- classification models
- data sets
- machine learning algorithms
- training samples
- graphical models
- classification accuracy
- probabilistic model
- active learning
- learning algorithm