Cost-sensitive tree SHAP for explaining cost-sensitive tree-based models.
Marija KopanjaStefan HackoSanja BrdarMilos SavicPublished in: Comput. Intell. (2024)
Keyphrases
- cost sensitive
- multi class
- misclassification costs
- cost sensitive learning
- cost sensitive classification
- binary classification
- active learning
- naive bayes
- confidence weighted
- support vector machine
- class distribution
- class imbalance
- prior knowledge
- boosting algorithms
- base classifiers
- cost sensitive boosting
- decision trees
- multi label
- loss function
- test set
- probability estimates
- information retrieval
- machine learning
- neural network