The Consistency of Adversarial Training for Binary Classification.
Natalie S. FrankJonathan Niles-WeedPublished in: CoRR (2022)
Keyphrases
- binary classification
- multi class
- learning problems
- support vector
- cost sensitive
- support vector machine
- multi class classification
- multi label
- ensemble methods
- supervised learning
- prediction accuracy
- class imbalance
- generalization error
- machine learning
- training examples
- training set
- test set
- image processing
- binary classifiers
- kernel methods
- error rate
- higher order
- reinforcement learning
- svm classifier
- machine learning algorithms
- image classification
- learning algorithm
- neural network