Building binary-tree-based multiclass classifiers using separability measures.
Ana Carolina LorenaAndré Carlos Ponce de Leon Ferreira de CarvalhoPublished in: Neurocomputing (2010)
Keyphrases
- multi class
- binary classifiers
- error correcting output codes
- multiclass classification
- multiclass problems
- binary classification problems
- multiclass learning
- binary classification
- class probabilities
- linear classifiers
- multi class svm
- multi class classification
- multi class svms
- cost sensitive
- multinomial logistic regression
- multi label classification
- pairwise
- support vector machine
- base classifiers
- feature selection
- multi class classifier
- machine learning
- multiple classes
- perceptron algorithm
- single class
- confusion matrices
- data mining
- decision trees
- boosting algorithms
- training data
- support vector
- training samples
- prediction accuracy
- classification algorithm