Balanced training of a hybrid ensemble method for imbalanced datasets: a case of emergency department readmission prediction.
Arkaitz ArtetxeManuel GrañaAndoni BeristainSebastián A. RíosPublished in: Neural Comput. Appl. (2020)
Keyphrases
- ensemble methods
- imbalanced datasets
- prediction accuracy
- emergency department
- random forest
- random forests
- generalization ability
- ensemble learning
- ensemble classifier
- machine learning methods
- decision trees
- benchmark datasets
- imbalanced data
- base classifiers
- training set
- test set
- training process
- training examples
- base learners
- supervised learning