Toward an ensemble of filters for classification.
Verónica Bolón-CanedoNoelia Sánchez-MaroñoAmparo Alonso-BetanzosPublished in: ISDA (2011)
Keyphrases
- ensemble classifier
- classification systems
- ensemble classification
- feature extraction
- automatic classification
- support vector
- pattern recognition
- feature space
- classification scheme
- decision trees
- classification method
- benchmark datasets
- support vector machine svm
- text classification
- feature selection
- training set
- feature vectors
- image classification
- majority voting
- classification accuracy
- class labels
- pattern classification
- concept drifting data streams
- training data
- preprocessing
- classification models
- classification algorithm
- support vector machine
- labeled data
- supervised learning