Approach to Synthetic Data Generation for Imbalanced Multi-class Problems with Heterogeneous Groups.
Dennis Treder-TschechlovPeter ReimannHolger SchwarzBernhard MitschangPublished in: BTW (2023)
Keyphrases
- multi class problems
- data generation
- active learning
- multi class
- class imbalance
- data streams
- multi class classification
- cost sensitive learning
- binary classification problems
- machine learning
- training set
- semi supervised
- supervised learning
- training examples
- cost sensitive
- naive bayes
- change detection
- high throughput
- logistic regression
- sliding window
- small number
- learning process
- pairwise
- decision trees
- learning algorithm