Pointwise Binary Classification with Pairwise Confidence Comparisons.
Lei FengSenlin ShuNan LuBo HanMiao XuGang NiuBo AnMasashi SugiyamaPublished in: ICML (2021)
Keyphrases
- binary classification
- pointwise
- pairwise
- multi class
- confidence intervals
- support vector machine
- weighted sum
- cost sensitive
- support vector
- learning problems
- multi label
- generalization error
- binary classifiers
- loss function
- prediction accuracy
- ensemble methods
- higher order
- markov random field
- similarity measure
- small number
- semi supervised
- class imbalance
- text classification
- roc curve
- machine learning
- supervised learning
- knn
- feature selection
- information retrieval