Conformal Prediction for Accuracy Guarantees in Classification with Reject Option.
Ulf JohanssonTuwe LöfströmCecilia SönströdHelena LöfströmPublished in: MDAI (2023)
Keyphrases
- reject option
- text categorisation
- classification accuracy
- statistical pattern recognition
- multi label classification
- k nearest neighbour
- pattern recognition
- roc curve
- support vector
- conformal prediction
- feature selection
- confidence levels
- active learning
- neural network
- training set
- machine learning
- mutual information
- generalization ability
- feature subset
- multi label
- text classification
- support vector machine
- knn
- decision trees
- data mining