Evaluating Performance of Random Subspace Classifier on ELENA Classification Database.
Dmitry ZhoraPublished in: ICANN (2) (2005)
Keyphrases
- random subspace
- classifier fusion
- nearest neighbor classifiers
- random forest
- nearest neighbor classifier
- decision trees
- class labels
- individual classifiers
- random sampling
- majority voting
- classifier ensemble
- classification algorithm
- support vector
- support vector machine
- training samples
- feature space
- training set
- multiple classifier systems
- feature selection
- ensemble learning
- svm classifier
- ensemble methods
- subspace methods
- comparative analysis
- nearest neighbor classification
- decision boundary
- machine learning
- classification models
- pattern recognition
- feature set
- selective sampling
- text classification
- image classification
- classifier combination
- training data
- supervised learning
- prototype selection
- machine learning methods
- model selection
- small sample
- co training
- training process
- text categorization
- fusion scheme
- classification accuracy
- feature vectors
- high dimensional
- feature extraction
- learning algorithm