Costs-Sensitive Classification in Two-Stage Binary Classifier.
Robert BurdukAndrzej KasprzakPublished in: IP&C (2011)
Keyphrases
- binary classifiers
- classification process
- classification scheme
- classification method
- classification algorithm
- cost sensitive learning
- decision trees
- support vector machine
- class labels
- support vector
- training set
- multi class
- nearest neighbor classifier
- classification rate
- feature space
- classification accuracy
- training samples
- binary classification problems
- feature selection
- pattern recognition
- classification models
- misclassification costs
- fuzzy classifier
- multi class svm
- classification schemes
- error correcting output codes
- svm classifier
- decision boundary
- high classification accuracy
- multi class classifier
- individual classifiers
- accurate classification
- robust classification
- higher classification accuracy
- k nearest neighbour
- multiclass classification
- multi category
- feature set
- hierarchical classification
- probabilistic classifiers
- training data
- bayesian classifier
- support vector machine svm
- rule based classifier
- supervised classification
- pattern classification
- final classification
- learning vector quantization
- cost sensitive
- class imbalance
- decision tree classifiers
- feature vectors
- multiple classifier systems
- pixel classification
- image classification
- learning phase
- training examples
- feature reduction
- feature extraction and classification
- associative classifiers
- multiple classifiers
- supervised learning
- classifier ensemble
- text classification
- fuzzy support vector machine
- text classifiers