Hyperbox classifiers for arrhythmia classification.
Giovanni BortolanWitold PedryczPublished in: Kybernetes (2007)
Keyphrases
- classification systems
- support vector
- decision trees
- classification models
- classification rate
- supervised classification
- classification algorithm
- classification process
- improves the classification accuracy
- probabilistic classifiers
- class labels
- k nearest neighbour
- classification accuracy
- classification method
- feature selection
- accurate classification
- training samples
- svm classifier
- machine learning methods
- training set
- multiple classifiers
- pattern recognition
- training data
- machine learning algorithms
- classification decisions
- rule based classifier
- classification procedure
- classifier combination
- multiclass classification
- correctly classified
- multi category
- support vector machine
- discriminant functions
- majority voting
- nearest neighbor classifier
- individual classifiers
- multiple classifier systems
- feature set
- higher classification accuracy
- decision tree classifiers
- final classification
- sufficient training data
- optimum path forest
- accurate classifiers
- roc analysis
- classification schemes
- binary classifiers
- support vector machine svm
- multi class
- associative classifiers
- decision boundary
- multi layer perceptron
- data stream classification
- text classification
- image classification
- machine learning