Knowing what You Know: valid and validated confidence sets in multiclass and multilabel prediction.
Maxime CauchoisSuyash GuptaJohn C. DuchiPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- multi class
- multi label
- binary classification
- max margin
- multiclass classification
- graph cuts
- multilabel classification
- text categorization
- multi label classification
- prediction accuracy
- image classification
- learning tasks
- support vector machine
- multiclass problems
- image annotation
- feature selection
- cost sensitive
- multi class classification
- text classification
- convex relaxation
- binary classifiers
- perceptron algorithm
- neural network
- pairwise
- training data
- image processing
- machine learning methods
- linear combination