Ensembles of EFuNNs: An Architecture for a Mutlimodule Classifier.
Brendon J. WoodfordNikola K. KasabovPublished in: FUZZ-IEEE (2001)
Keyphrases
- ensemble learning
- classifier ensemble
- decision trees
- feature selection
- combining classifiers
- ensemble classifier
- classification scheme
- classification process
- diversity measures
- nearest neighbor classifier
- classifier systems
- ensemble methods
- support vector machine
- multiple classifier systems
- training data
- feature space
- training examples
- feature set
- classification algorithm
- support vector
- base classifiers
- classification method
- classifier combination
- ensemble members
- machine learning
- text categorization
- classification rate
- linear classifiers
- random forests
- random forest
- fold cross validation
- feature ranking
- prediction accuracy
- svm classifier
- learning algorithm
- ensemble selection