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