Stochastic ordering and robustness in classification from a Bayesian network.
Sung-Ho KimPublished in: Decis. Support Syst. (2005)
Keyphrases
- bayesian networks
- decision trees
- image classification
- machine learning
- classification accuracy
- support vector
- automatic classification
- support vector machine
- classification method
- classification algorithm
- incomplete data
- text classification
- probabilistic model
- pattern recognition
- classification systems
- classification scheme
- classification process
- pattern classification
- learning bayesian networks
- machine learning methods
- machine learning algorithms
- monte carlo
- support vector machine svm
- benchmark data sets
- classification models
- training samples
- unsupervised learning
- model selection
- multi class
- training set
- discriminative learning
- bayesian network classifiers
- preprocessing
- augmented naive bayes