An ensemble of filters and classifiers for microarray data classification.
Verónica Bolón-CanedoNoelia Sánchez-MaroñoAmparo Alonso-BetanzosPublished in: Pattern Recognit. (2012)
Keyphrases
- ensemble learning
- microarray data classification
- ensemble classifier
- multiple classifiers
- ensemble methods
- generalization ability
- classifier ensemble
- training data
- ensemble pruning
- base classifiers
- random forest
- training set
- feature ranking
- feature selection
- concept drift
- majority voting
- decision trees
- classification algorithm
- multiple classifier systems
- machine learning
- support vector
- neural network
- gabor filters
- machine learning methods
- benchmark datasets
- text categorization
- training samples