A memetic approach for training set selection in imbalanced data sets.
Bahareh NikpourHossein Nezamabadi-pourPublished in: Int. J. Mach. Learn. Cybern. (2019)
Keyphrases
- training set
- imbalanced data sets
- class distribution
- test set
- training data
- test data
- nearest neighbor
- data sets
- classification accuracy
- class imbalance
- benchmark data sets
- rare events
- training examples
- classification algorithm
- feature space
- training samples
- multi class
- roc curve
- data generation
- machine learning algorithms
- pattern classification
- cross validation
- active learning
- high dimensional
- decision trees