Pointwise Binary Classification with Pairwise Confidence Comparisons.
Lei FengSenlin ShuNan LuBo HanMiao XuGang NiuBo AnMasashi SugiyamaPublished in: CoRR (2020)
Keyphrases
- binary classification
- pointwise
- pairwise
- multi class
- confidence intervals
- cost sensitive
- weighted sum
- support vector
- learning problems
- binary classifiers
- support vector machine
- prediction accuracy
- multi label
- generalization error
- semi supervised
- markov random field
- higher order
- class imbalance
- loss function
- ensemble methods
- similarity measure
- machine learning
- feature selection