Bayesian Chain Classifiers for Multidimensional Classification.
Julio H. ZaragozaLuis Enrique SucarEduardo F. MoralesConcha BielzaPedro LarrañagaPublished in: IJCAI (2011)
Keyphrases
- classification systems
- classification algorithm
- support vector
- classification method
- classification rate
- decision trees
- classification procedure
- classification accuracy
- classification process
- rule based classifier
- training set
- classification models
- feature selection
- accurate classification
- supervised classification
- class labels
- training samples
- classifier combination
- probabilistic classifiers
- majority voting
- individual classifiers
- final classification
- class conditional densities
- higher classification accuracy
- machine learning methods
- multi category
- improves the classification accuracy
- pattern recognition
- training data
- multiple classifiers
- correctly classified
- multiple classifier systems
- optimum path forest
- binary classifiers
- nearest neighbor classifier
- multiclass classification
- feature set
- machine learning algorithms
- svm classifier
- ensemble classifier
- k nearest neighbour
- machine learning
- bayesian networks
- support vector machine
- classification decisions
- text classification
- combining classifiers
- feature subset
- bayesian classifier
- classifier ensemble
- fold cross validation
- imbalanced data sets
- multi class
- data stream classification
- decision boundary
- knn
- feature extraction
- anytime classification