Disturbing Neighbors Ensembles of Trees for Imbalanced Data.
Juan José Rodríguez DiezJosé-Francisco Díez-PastorJesús MaudesCésar Ignacio García-OsorioPublished in: ICMLA (2) (2012)
Keyphrases
- imbalanced data
- decision trees
- ensemble methods
- linear regression
- class distribution
- support vector machine
- nearest neighbor
- feature selection
- random forest
- classification models
- svm classifier
- class imbalance
- ensemble classifier
- ensemble learning
- sampling methods
- base classifiers
- data sets
- prediction accuracy
- support vector machine svm
- minority class
- unlabeled data