Classification with rejection based on various SVM techniques.
Wladyslaw HomendaMarcin LucknerWitold PedryczPublished in: IJCNN (2014)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification method
- classification algorithm
- feature selection
- svm classification
- svm classifier
- feature vectors
- improves the classification accuracy
- generalization ability
- support vector machine classifiers
- classification accuracy
- knn
- multi class
- text classification
- pattern classification
- feature space
- multi class classification
- pattern recognition
- training data
- feature extraction
- decision trees
- cost sensitive
- image classification
- decision boundary
- kernel function
- partially supervised
- training set
- multiple kernel learning
- classification scheme
- k nearest neighbor
- support vectors
- radial basis function
- text classifiers
- fold cross validation
- kernel machines
- active learning
- decision forest
- structured output
- high classification accuracy
- data sets
- cross validation
- text categorization
- indoor outdoor
- multiclass support vector machines