Semi-Parametric Uncertainty Bounds for Binary Classification.
Balázs Csanád CsájiAmbrus TamásPublished in: CoRR (2019)
Keyphrases
- binary classification
- semi parametric
- multi class
- support vector
- cost sensitive
- learning problems
- multi label
- upper bound
- regression model
- support vector machine
- prediction accuracy
- ensemble methods
- constrained optimization
- statistical inference
- generalization error
- class imbalance
- least squares
- lower bound
- regression problems
- density estimation
- pairwise
- linear model
- parametric models
- bayesian networks
- worst case
- learning machines
- high dimensional
- learning tasks
- semi supervised
- low dimensional