Genetic Approach for Optimizing Ensembles of Classifiers.
Francisco Javier OrdóñezAgapito LedezmaAraceli SanchisPublished in: FLAIRS Conference (2008)
Keyphrases
- decision trees
- ensemble learning
- ensemble classifier
- classifier ensemble
- diversity measures
- multiple classifier systems
- weighted voting
- trained classifiers
- imbalanced data
- combining classifiers
- genetic algorithm
- multiple classifiers
- support vector
- machine learning algorithms
- test set
- training data
- training set
- naive bayes
- svm classifier
- ensemble methods
- feature selection
- supervised classification
- classification systems
- machine learning
- decision stumps
- classifier combination
- training samples
- human genome
- individual classifiers
- learning machines
- linear classifiers
- roc curve
- random forests
- generalization ability
- ensemble members
- ensemble selection
- learning algorithm
- base classifiers