Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts.
Peter BellmannHeinke HihnDaniel A. BraunFriedhelm SchwenkerPublished in: CoRR (2020)
Keyphrases
- binary classification
- class imbalance
- regression model
- cost sensitive
- active learning
- multi label
- class distribution
- model selection
- binary classifiers
- feature selection
- high dimensionality
- learning problems
- multi class
- minority class
- class labels
- concept drift
- generalization error
- feature set
- learning process
- high dimensional
- machine learning