An empirical evaluation of imbalanced data strategies from a practitioner's point of view.
Jacques WainerPublished in: Expert Syst. Appl. (2024)
Keyphrases
- imbalanced data
- learning from imbalanced data
- class distribution
- classification models
- imbalanced datasets
- linear regression
- ensemble methods
- base classifiers
- decision trees
- machine learning
- random forest
- pairwise
- support vector machine
- image classification
- test set
- ensemble learning
- data points
- ensemble classifier
- sampling methods
- feature selection