ImbTreeAUC: An R package for building classification trees using the area under the ROC curve (AUC) on imbalanced datasets.
Krzysztof GajowniczekTomasz ZabkowskiPublished in: SoftwareX (2021)
Keyphrases
- class distribution
- classification trees
- imbalanced datasets
- class imbalance
- training data
- probability estimation
- cost sensitive
- misclassification costs
- test set
- training set
- unlabeled data
- minority class
- training examples
- class labels
- decision trees
- base classifiers
- test data
- classification accuracy
- multi class
- logistic regression
- ensemble methods
- semi supervised
- decision boundary
- text categorization
- training samples
- semi supervised learning
- genetic programming
- supervised learning