Asymptotic Behavior of Adversarial Training in Binary Classification.
Hossein TaheriRamtin PedarsaniChristos ThrampoulidisPublished in: CoRR (2020)
Keyphrases
- binary classification
- multi class
- support vector
- learning problems
- cost sensitive
- support vector machine
- multi class classification
- generalization error
- multi label
- binary classifiers
- ensemble methods
- training set
- supervised learning
- class imbalance
- prediction accuracy
- training examples
- test set
- training samples
- benchmark datasets
- non stationary
- machine learning
- worst case
- small number
- active learning
- data streams
- reinforcement learning
- training data
- image segmentation
- learning algorithm