Multiclass Classifier From A Combination Of Local Experts: Toward Distributed Computation For Real-Problem Classifiers.
Christoph KönigGiuseppina C. GiniMarian Viorel CraciunEmilio BenfenatiPublished in: Int. J. Pattern Recognit. Artif. Intell. (2004)
Keyphrases
- multi class
- binary classifiers
- distributed computation
- multiclass classification
- linear classifiers
- multi class classifier
- class probabilities
- error correcting output codes
- multi class classifiers
- classifier combination
- binary classification problems
- support vector machine
- multiclass problems
- binary classification
- base classifiers
- feature selection
- distributed databases
- cost sensitive classification
- multi class classification
- single class
- multi label classification
- cost sensitive
- svm classifier
- multinomial logistic regression
- multi class problems
- ls svms
- classification algorithm
- multiple classes
- training data
- multiclass svm
- scalability issues
- boosting algorithms
- feature set
- pairwise
- support vector
- decision trees
- machine learning
- perceptron algorithm
- decision boundary
- weak classifiers
- multi task
- class labels
- training set
- data sets