Negative Correlation Learning and the Ambiguity Family of Ensemble Methods.
Gavin BrownJeremy L. WyattPublished in: Multiple Classifier Systems (2003)
Keyphrases
- ensemble methods
- ensemble learning
- negative correlation learning
- prediction accuracy
- benchmark datasets
- decision trees
- random forests
- generalization ability
- base classifiers
- machine learning methods
- random forest
- weak learners
- binary classification
- classifier ensemble
- majority voting
- base learners
- multi class
- similarity measure
- learning algorithm