Dynamic base classifier pool for classifier selection in Multiple Classifier Systems.
Patrick P. K. ChanQin-Qin ZhangWing W. Y. NgDaniel S. YeungPublished in: ICMLC (2011)
Keyphrases
- multiple classifier systems
- base classifiers
- classifier combination
- classifier ensemble
- ensemble methods
- multi class
- decision trees
- individual classifiers
- classification systems
- dynamic classifier selection
- ensemble learning
- training set
- training samples
- ensemble classifier
- pattern recognition
- class distribution
- combining classifiers
- test data
- class labels
- naive bayes
- majority voting
- random forest
- data sets
- texture classification
- feature set
- machine learning
- cost sensitive
- training data
- prediction accuracy
- nearest neighbor
- classification accuracy
- active learning
- feature space
- bayesian networks
- neural network