Robust hybrid data-level sampling approach to handle imbalanced data during classification.
Prabhjot KaurAnjana GosainPublished in: Soft Comput. (2020)
Keyphrases
- imbalanced data
- data sets
- highly skewed
- training data
- data analysis
- data distribution
- sampling methods
- class distribution
- imbalanced data sets
- majority class
- minority class
- raw data
- original data
- missing values
- ensemble methods
- machine learning methods
- classification algorithm
- cross validation
- missing data
- data points
- support vector
- feature selection