Constructing Ensembles of Symbolic Classifiers.
Flávia Cristina BernardiniMaria Carolina MonardRonaldo C. PratiPublished in: HIS (2005)
Keyphrases
- ensemble learning
- decision trees
- multiple classifier systems
- ensemble classifier
- weighted voting
- training data
- combining classifiers
- classifier ensemble
- diversity measures
- imbalanced data
- naive bayes
- linear classifiers
- ensemble methods
- test set
- multiple classifiers
- support vector
- ensemble members
- supervised classification
- trained classifiers
- training set
- machine learning algorithms
- individual classifiers
- classification rate
- decision stumps
- svm classifier
- fusion methods
- feature set
- feature selection
- symbolic description
- data sets
- feature ranking
- random forests
- random forest
- classification algorithm
- classification accuracy
- neural network