Evaluating the Dynamicity of Feature and Individual Classifiers Selection in Ensembles of Classifiers.
Carine A. DantasRômulo de O. NunesAnne M. P. CanutoJoão Carlos Xavier Jr.Published in: IJCNN (2018)
Keyphrases
- individual classifiers
- ensemble learning
- classifier ensemble
- ensemble methods
- combining classifiers
- classifier combination
- multiple classifiers
- base classifiers
- ensemble classifier
- classifier fusion
- weighted average
- combining multiple
- prediction accuracy
- multiple classifier systems
- feature set
- feature subset
- majority voting
- random forest
- generalization ability
- decision trees
- random forests
- benchmark datasets
- pattern recognition
- combination of multiple classifiers
- neural network
- binary classification
- weight vector
- multi class
- class distribution
- preprocessing step
- classification algorithm
- semi supervised
- classification accuracy
- machine learning