Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification.
Han BaoMasashi SugiyamaPublished in: AISTATS (2020)
Keyphrases
- binary classification
- linear fractional
- multi class
- simplex method
- support vector
- learning problems
- cost sensitive
- multi label
- prediction accuracy
- support vector machine
- multi class classification
- generalization error
- binary classifiers
- linear programming
- ensemble methods
- class imbalance
- objective function
- text categorization
- data sets
- linear program
- special case
- active learning
- decision trees