Adversarial Examples for Cost-Sensitive Classifiers.
Gavin S. HartnettAndrew J. LohnAlexander P. SedlackPublished in: CoRR (2019)
Keyphrases
- cost sensitive
- naive bayes
- misclassification costs
- training examples
- multi class
- multiclass classification
- class probabilities
- probability estimates
- cost sensitive classification
- cost sensitive learning
- boosting algorithms
- binary classification
- active learning
- class imbalance
- confidence weighted
- training data
- decision trees
- support vector machine
- class distribution
- binary classifiers
- support vector
- linear classifiers
- error rate
- training set
- class labels
- svm classifier
- classification algorithm
- classifier combination
- cost sensitive boosting
- test set
- data mining
- machine learning algorithms
- text categorization
- text classification
- feature set
- text mining
- small number
- feature selection
- learning algorithm