Ensembles of Balanced Nested Dichotomies for Multi-class Problems.
Lin DongEibe FrankStefan KramerPublished in: PKDD (2005)
Keyphrases
- multi class problems
- multi class
- active learning
- naive bayes
- class imbalance
- decision trees
- multi class classification
- base classifiers
- cost sensitive learning
- ensemble methods
- ensemble learning
- logistic regression
- binary classification problems
- machine learning
- random forests
- weak classifiers
- multi task
- training set
- cost sensitive
- data sets
- semi supervised learning
- classification accuracy
- pairwise
- binary classifiers
- ensemble classifier
- training data