A Review of Machine Learning Techniques in Imbalanced Data and Future Trends.
Elaheh JafarigolTheodore B. TrafalisPublished in: CoRR (2023)
Keyphrases
- future trends
- imbalanced data
- open issues
- learning from imbalanced data
- ensemble methods
- linear regression
- decision trees
- class distribution
- machine learning
- random forest
- imbalanced datasets
- feature selection
- data mining
- support vector machine
- classification models
- class imbalance
- ensemble classifier
- machine learning methods
- ensemble learning
- sampling methods
- high dimensionality
- real world
- svm classifier
- machine learning algorithms
- similarity measure
- text classification
- semi supervised
- learning process