Reducing the Overconfidence of Base Classifiers when Combining Their Decisions.
Sarunas RaudysRay L. SomorjaiRichard BaumgartnerPublished in: Multiple Classifier Systems (2003)
Keyphrases
- base classifiers
- combining classifiers
- ensemble methods
- multi class
- ensemble learning
- decision trees
- multiple classifier systems
- training set
- naive bayes
- training samples
- random forest
- ensemble classifier
- classifier ensemble
- class labels
- test data
- cost sensitive
- classifier combination
- machine learning methods
- genetic programming
- feature set
- individual classifiers
- neural network