Resolving Combinational Ambiguity Based on Ensembles of Classifiers.
Dexin DingWeiguang QuXuri TangLili YuTao XuPublished in: Web Intelligence/IAT Workshops (2009)
Keyphrases
- ensemble learning
- decision trees
- classifier ensemble
- weighted voting
- combining classifiers
- diversity measures
- ensemble classifier
- multiple classifier systems
- naive bayes
- imbalanced data
- support vector
- training data
- linear classifiers
- classifier combination
- classification models
- training set
- ensemble members
- ensemble methods
- classification systems
- feature ranking
- test set
- majority voting
- classification method
- neural network ensemble
- decision stumps
- machine learning algorithms
- multiple classifiers
- svm classifier
- base learners
- fusion methods
- feature selection
- active learning
- combining multiple
- meta learning
- classification rate
- random forests