Interpretable cost-sensitive regression through one-step boosting.
Thomas DecorteJakob RaymaekersTim VerdonckPublished in: Decis. Support Syst. (2023)
Keyphrases
- cost sensitive
- boosting algorithms
- base learners
- misclassification costs
- multi class
- cost sensitive learning
- cost sensitive classification
- binary classification
- decision tree algorithm
- class distribution
- active learning
- class imbalance
- base classifiers
- naive bayes
- semisupervised learning
- support vector machine
- decision trees
- confidence weighted
- multi label
- image features
- data points