Classification Confidence Scores with Point-wise Guarantees.
Nivasini AnanthakrishnanShai Ben-DavidTosca LechnerPublished in: SafeAI@AAAI (2021)
Keyphrases
- confidence scores
- pointwise
- weighted sum
- decision trees
- classification accuracy
- training set
- feature vectors
- model selection
- class conditional
- pattern classification
- class labels
- image classification
- classification algorithm
- higher order
- roc curve
- high dimensional
- decision boundary
- support vector
- objective function
- training data