Constructing ensembles of symbolic classifiers.
Flávia Cristina BernardiniMaria Carolina MonardRonaldo C. PratiPublished in: Int. J. Hybrid Intell. Syst. (2006)
Keyphrases
- ensemble learning
- decision trees
- classifier ensemble
- diversity measures
- ensemble classifier
- weighted voting
- combining classifiers
- multiple classifier systems
- support vector
- trained classifiers
- linear classifiers
- training data
- majority voting
- naive bayes
- training examples
- imbalanced data
- ensemble methods
- multiple classifiers
- individual classifiers
- feature ranking
- ensemble members
- supervised classification
- training set
- machine learning algorithms
- feature selection
- learning machines
- base classifiers
- meta learning
- logistic regression
- neural network ensemble
- high level
- decision stumps
- artificial neural networks
- knn
- classifier fusion
- feature set
- svm classifier
- classification algorithm
- random forests
- fusion methods
- roc curve
- decision boundary
- learning algorithm