Knowing what you know: valid confidence sets in multiclass and multilabel prediction.
Maxime CauchoisSuyash GuptaJohn C. DuchiPublished in: CoRR (2020)
Keyphrases
- multi class
- multi label
- binary classification
- max margin
- multilabel classification
- text categorization
- graph cuts
- multi label classification
- multiclass classification
- multiclass problems
- image classification
- prediction accuracy
- multi class classification
- cost sensitive
- convex relaxation
- support vector machine
- learning tasks
- image annotation
- feature selection
- pairwise
- text classification
- base classifiers
- convex optimization
- class labels
- data sets
- high dimensional