Exploiting coding theory for classification: An LDPC-based strategy for multiclass-to-binary decomposition.
Claudio MarroccoFrancesco TortorellaPublished in: Inf. Sci. (2016)
Keyphrases
- multi class
- binary classifiers
- multi class svms
- multiclass classification
- error correcting output codes
- multi class svm
- binary classification problems
- multi class classification
- cost sensitive classification
- support vector machine
- multiclass problems
- multiple classes
- cost sensitive
- class probabilities
- multiclass learning
- binary and multi class
- multi class classifier
- multi class boosting
- multiclass support vector machines
- feature selection
- binary classification
- multi label classification
- cross validation
- multiclass svm
- pairwise
- single class
- multi class problems
- classification accuracy
- data sets
- base classifiers
- binary classification tasks
- decision trees
- perceptron algorithm
- training samples
- cost sensitive learning
- image classification
- text classification
- training data
- support vector machine svm
- svm classifier
- classification algorithm
- hyperplane
- multi task