An advanced combination strategy for multi-classifiers employed in large multi-class problem domains.
Pierre LorrentzW. Gareth J. HowellsKlaus D. McDonald-MaierPublished in: Appl. Soft Comput. (2011)
Keyphrases
- multi class
- linear classifiers
- binary classifiers
- multiclass classification
- multi class classifiers
- error correcting output codes
- class probabilities
- multinomial logistic regression
- multi class classifier
- classifier training
- multi class problems
- feature selection
- support vector machine
- binary classification tasks
- multiclass problems
- binary classification
- multi class classification
- cost sensitive
- binary classification problems
- multiple classes
- kernel logistic regression
- object detection
- boosting algorithms
- pairwise
- single class
- large margin classifiers
- support vector
- multi class boosting
- multi class object detection
- text classification
- base classifiers
- svm classifier
- training data
- multi label classification
- decision boundary
- weak classifiers
- decision tree learners
- training examples
- decision trees
- machine learning
- data mining