Undirected cyclic graph based multiclass pair-wise classifier: Classifier number reduction maintaining accuracy.
Iñigo MendialduaGoretti EchegarayIgor Rodriguez RodriguezElena LazkanoBasilio SierraPublished in: Neurocomputing (2016)
Keyphrases
- multi class
- multi class classifier
- multiclass classification
- binary classifiers
- support vector machine
- pairwise
- linear classifiers
- cost sensitive classification
- multiple classes
- class probabilities
- binary classification problems
- multiclass problems
- error correcting output codes
- feature selection
- single class
- multi class classification
- svm classifier
- training error
- cost sensitive
- binary classification
- perceptron algorithm
- generalized discriminant analysis
- learning algorithm
- support vector
- classification accuracy
- probability estimation
- multi label classification
- multi class problems
- base classifiers
- boosting algorithms
- semi supervised
- training set
- training data
- decision trees
- feature space
- feature set
- training examples
- class labels