Credal ensembles of classifiers.
Giorgio CoraniAlessandro AntonucciPublished in: Comput. Stat. Data Anal. (2014)
Keyphrases
- ensemble learning
- decision trees
- classifier ensemble
- weighted voting
- multiple classifier systems
- ensemble classifier
- combining classifiers
- diversity measures
- imbalanced data
- training data
- support vector
- feature ranking
- model averaging
- majority voting
- ensemble methods
- training set
- linear classifiers
- test set
- data sets
- supervised classification
- multiple classifiers
- svm classifier
- base classifiers
- classifier combination
- training examples
- decision stumps
- feature set
- individual classifiers
- classification systems
- random forest
- training samples
- machine learning methods
- roc curve
- probability distribution
- random forests
- concept drift
- ensemble members
- feature extraction