On the Statistical Consistency of Algorithms for Binary Classification under Class Imbalance.
Aditya Krishna MenonHarikrishna NarasimhanShivani AgarwalSanjay ChawlaPublished in: ICML (3) (2013)
Keyphrases
- binary classification
- class imbalance
- binary classification problems
- cost sensitive
- multi class
- class distribution
- prediction accuracy
- learning problems
- ensemble methods
- active learning
- support vector
- multi class classification
- generalization error
- machine learning algorithms
- high dimensionality
- learning algorithm
- concept drift
- decision trees