Distribution Consistency Penalty in the Quadratic Kappa Loss for Ordinal Regression of Imbalanced Datasets.
Bingjie YangShengjie ZhaoKenan YeRongqing ZhangPublished in: CSAI (2021)
Keyphrases
- ordinal regression
- imbalanced datasets
- binary classification
- class imbalance
- gaussian processes
- objective function
- class distribution
- decision trees
- probability distribution
- ensemble methods
- pairwise
- genetic algorithm
- data distribution
- bayesian networks
- support vector
- gaussian process
- support vector machine
- naive bayes
- active learning
- training data
- learning algorithm