Ensemble methods for strongly imbalanced data: bankruptcy prediction.
Peter GnipPeter DrotárPublished in: SISY (2019)
Keyphrases
- imbalanced data
- bankruptcy prediction
- ensemble methods
- prediction accuracy
- random forests
- benchmark datasets
- ensemble learning
- random forest
- decision trees
- base classifiers
- generalization ability
- machine learning methods
- ensemble classifier
- base learners
- input data
- neural network
- machine learning
- learning algorithm
- classification models
- linear regression
- feature subset
- cross validation