Class Probability Matching Using Kernel Methods for Label Shift Adaptation.
Hongwei WenAnnika BetkenHanyuan HangPublished in: CoRR (2023)
Keyphrases
- kernel methods
- class probabilities
- kernel function
- learning problems
- support vector machine
- support vector
- learning tasks
- class labels
- multi class
- feature space
- machine learning
- decision boundary
- naive bayes
- class distribution
- probability estimates
- density function
- feature selection
- random forests
- decision trees
- cost sensitive
- probability estimation
- text classification
- multi task
- multi label