Classification Based on Hybridization of Parametric and Nonparametric Classifiers.
Probal ChaudhuriAnil Kumar GhoshHannu OjaPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2009)
Keyphrases
- classification systems
- support vector
- classification rate
- classification method
- classification algorithm
- probabilistic classifiers
- decision trees
- supervised classification
- kernel density estimators
- k nearest neighbour
- classification models
- training set
- classification process
- improves the classification accuracy
- svm classifier
- class labels
- support vector machine
- rule based classifier
- accurate classification
- training samples
- machine learning methods
- final classification
- classification schemes
- classifier combination
- feature selection
- machine learning algorithms
- higher classification accuracy
- multiple classifiers
- machine learning
- classification accuracy
- decision boundary
- binary classifiers
- ensemble classifier
- classification procedure
- accurate classifiers
- anytime classification
- pattern recognition
- feature space
- optimum path forest
- combining classifiers
- pattern classification
- knn
- multiple classifier systems
- roc curve
- parametric models
- classifier ensemble
- feature set
- text classification
- decision tree classifiers
- image classification
- correctly classified
- feature vectors
- support vector machine classifiers
- multiclass classification
- discriminant functions
- support vector machine svm
- classification scheme
- classification decisions
- multi category
- nearest neighbor classifier
- individual classifiers
- roc analysis
- feature subset