An Integrated Pruning Criterion for Ensemble Learning Based on Classification Accuracy and Diversity.
Bin FuZhihai WangRong PanGuandong XuPeter DologPublished in: KMO (2012)
Keyphrases
- ensemble learning
- classification accuracy
- feature selection
- ensemble feature selection
- generalization ability
- ensemble methods
- feature subset
- naive bayes
- search space
- training data
- base classifiers
- support vector
- pattern recognition
- feature space
- random forest
- support vector machine
- feature set
- mutual subspace method
- ensemble classifier
- training set
- prediction accuracy
- text classification
- feature extraction
- classifier ensemble
- weak learners
- neural network
- high dimensional
- pairwise
- expert systems
- learning algorithm
- data mining