A new correlation-based approach for ensemble selection in random forests.
Mostafa El Habib DahoNesma SettoutiMohammed El Amine BecharAmina BoublenzaMohammed Amine ChikhPublished in: Int. J. Intell. Comput. Cybern. (2021)
Keyphrases
- random forests
- ensemble selection
- random forest
- decision trees
- ensemble methods
- selection strategy
- logistic regression
- machine learning algorithms
- variable selection
- ensemble members
- parameter settings
- decision tree ensembles
- greedy search
- prediction accuracy
- text classification
- parameter values
- naive bayes
- feature set
- active learning
- artificial neural networks
- training data