RoBIC: A benchmark suite for assessing classifiers robustness.
Thibault MahoBenoît BonnetTeddy FuronErwan Le MerrerPublished in: CoRR (2021)
Keyphrases
- benchmark suite
- training data
- training samples
- support vector
- linear classifiers
- machine learning methods
- test set
- supervised classification
- classifier combination
- svm classifier
- classifier ensemble
- class labels
- multiple classifiers
- decision trees
- classification method
- pattern recognition
- feature set
- majority vote
- artificial neural networks
- classification systems
- ensemble learning
- high robustness
- k nearest neighbour
- decision boundary
- extracted features
- machine learning algorithms
- training examples
- support vector machine
- training set