Researching on combining boosting ensembles.
Joaquín Torres-SospedraCarlos Hernández-EspinosaMercedes Fernández-RedondoPublished in: IJCNN (2008)
Keyphrases
- ensemble methods
- ensemble learning
- base classifiers
- multiple classifier systems
- combining classifiers
- combining multiple
- decision tree ensembles
- learning algorithm
- multi class
- decision trees
- generalization ability
- random forests
- base learners
- weighted voting
- machine learning methods
- face detection
- pairwise
- adaboost algorithm
- classifier combination
- bayesian networks
- decision stumps
- information systems