Smoothed Emphasis for Boosting Ensembles.
Anas AhachadAdil OmariAníbal R. Figueiras-VidalPublished in: IWANN (1) (2013)
Keyphrases
- ensemble methods
- ensemble learning
- base classifiers
- weighted voting
- decision tree ensembles
- ensemble classifier
- multiple classifier systems
- decision stumps
- weak learners
- random forests
- base learners
- prediction accuracy
- benchmark datasets
- decision trees
- learning algorithm
- generalization ability
- classifier ensemble
- combining multiple
- class labels
- concept drift
- multi class
- random forest
- neural network
- combining classifiers
- neural network ensembles
- negative correlation learning
- cost sensitive
- machine learning methods
- logistic regression
- naive bayes
- machine learning