Dynamic selection of the best base classifier in One versus One.
Iñigo MendialduaJosé María Martínez-OtzetaIgor Rodriguez RodriguezTxelo Ruiz-VazquezBasilio SierraPublished in: Knowl. Based Syst. (2015)
Keyphrases
- base classifiers
- multi class
- multi class classification
- ensemble learning
- ensemble methods
- test instances
- support vector machine
- decision trees
- random forest
- error correcting output codes
- naive bayes
- classifier ensemble
- cost sensitive
- training set
- binary classification
- test data
- ensemble classifier
- pairwise
- class labels
- bayesian networks
- classifier combination
- information retrieval
- binary classifiers
- machine learning methods
- feature selection
- positive and negative
- nearest neighbor
- data mining