Evolving ensemble of classifiers in random subspace.
Albert Hung-Ren KoRobert SabourinAlceu de Souza Britto Jr.Published in: GECCO (2006)
Keyphrases
- random subspace
- classifier fusion
- random forest
- subspace methods
- nearest neighbor classifiers
- ensemble methods
- random sampling
- ensemble learning
- random subspaces
- majority voting
- classifier ensemble
- feature subspace
- decision trees
- base classifiers
- individual classifiers
- random forests
- comparative analysis
- fusion scheme
- ensemble classifier
- multiple classifier systems
- nearest neighbor classifier
- base learners
- principal component analysis
- selective sampling
- benchmark datasets
- feature set
- nearest neighbor classification
- multiple classifiers
- linear discriminant analysis
- nearest neighbor
- fusion methods
- face recognition
- prediction accuracy
- feature selection
- active learning
- multi class
- classifier combination
- knn
- fusion method
- high dimensional
- meta learning
- training data
- binary classification
- machine learning methods