Random subspace evidence classifier.
Haisheng LiGuihua WenZhiwen YuTiangang ZhouPublished in: Neurocomputing (2013)
Keyphrases
- random subspace
- classifier fusion
- nearest neighbor classifiers
- random forest
- subspace methods
- ensemble learning
- majority voting
- ensemble methods
- random sampling
- classifier ensemble
- decision trees
- individual classifiers
- nearest neighbor classifier
- feature set
- nearest neighbor classification
- cross validation
- feature space
- support vector machine
- comparative analysis
- random forests
- nearest neighbor
- multiple classifier systems
- ensemble classifier
- feature subspace
- classifier combination
- support vector
- prototype selection
- training data
- learning algorithm
- prediction accuracy
- small sample
- training set
- recognition rate
- benchmark datasets