Classifier Aggregation using Local Classification Confidence.
David StefkaMartin HolenaPublished in: ICAART (2009)
Keyphrases
- classification scheme
- classification method
- classification process
- classification algorithm
- support vector machine
- confidence estimates
- classification rate
- classification models
- support vector
- feature selection
- svm classifier
- decision trees
- feature space
- classifier combination
- training set
- confidence scores
- classification accuracy
- nearest neighbor classifier
- pattern recognition
- class labels
- support vector machine svm
- training samples
- learning vector quantization
- feature set
- higher classification accuracy
- multi category
- hierarchical classification
- binary classifiers
- fuzzy classifier
- classification schemes
- final classification
- supervised classification
- rule based classifier
- accurate classification
- image classification
- probabilistic classifiers
- bayesian classifier
- multiclass classification
- multiple classifiers
- nearest neighbor rule
- supervised learning
- feature vectors
- multiple classifier systems
- robust classification
- fold cross validation
- fuzzy support vector machine
- feature extraction
- training data
- text classification
- feature subset
- pattern classification
- correctly classified
- classification decisions
- machine learning
- high classification accuracy
- decision tree classifiers
- unseen data
- class probabilities
- k nearest neighbour
- decision boundary
- individual classifiers
- discriminative learning
- text classifiers
- extracted features
- knn