Handling Class Imbalance in k-Nearest Neighbor Classification by Balancing Prior Probabilities.
Jonatan Møller Nuutinen GøttckeArthur ZimekPublished in: SISAP (2021)
Keyphrases
- class imbalance
- prior probabilities
- active learning
- class distribution
- cost sensitive
- posterior probability
- conditional probabilities
- bayesian model
- prior information
- concept drift
- high dimensionality
- feature selection
- bayesian networks
- class labels
- multiple types
- bayesian framework
- data sets
- non stationary
- unsupervised learning
- generative model
- probabilistic model
- reinforcement learning
- similarity measure
- image segmentation
- real world