How to Make AdaBoost.M1 Work for Weak Base Classifiers by Changing Only One Line of the Code.
Günther EiblKarl Peter PfeifferPublished in: ECML (2002)
Keyphrases
- base classifiers
- ensemble methods
- multi class
- decision trees
- ensemble learning
- meta learning
- naive bayes
- test data
- training set
- random forest
- classifier ensemble
- ensemble classifier
- class labels
- classifier combination
- boosting algorithms
- training samples
- cost sensitive
- feature set
- prediction accuracy
- text classification
- small number
- base learners
- error correcting output codes
- rotation forest
- machine learning
- test set
- text mining
- high resolution
- support vector
- multiclass classification
- training data