RoBIC: A Benchmark Suite For Assessing Classifiers Robustness.
Thibault MahoBenoît BonnetTeddy FuronErwan Le MerrerPublished in: ICIP (2021)
Keyphrases
- benchmark suite
- decision trees
- training data
- linear classifiers
- classification algorithm
- support vector
- machine learning algorithms
- computational efficiency
- classification models
- training samples
- training set
- high robustness
- classifier combination
- naive bayes
- classification systems
- manually labeled training data
- optimum path forest
- majority voting
- ensemble classifier
- classification process
- pairwise
- machine learning approaches
- text classification
- data sets
- classification method
- svm classifier