Multiclass Counterfactual Explanations Using Support Vector Data Description.
Alberto CarlevaroMarta LenattiAlessia PaglialongaMaurizio MongelliPublished in: IEEE Trans. Artif. Intell. (2024)
Keyphrases
- multi class
- support vector data description
- novelty detection
- detection method
- kernel function
- support vector machine
- density estimation
- multiclass classification
- multi class classification
- target class
- class probabilities
- pairwise
- feature selection
- binary classification
- cost sensitive
- binary classifiers
- support vectors
- loss function
- active learning
- base classifiers
- data sets
- kernel methods
- statistical learning theory
- outlier detection