Towards an Intrinsic Definition of Robustness for a Classifier.
Théo GiraudonVincent GriponMatthias LöweFranck VermetPublished in: CoRR (2020)
Keyphrases
- classifier systems
- decision trees
- training data
- support vector machine
- computational efficiency
- svm classifier
- training samples
- classification process
- classification scheme
- training set
- classification rate
- classification algorithm
- classification method
- linear classifiers
- multiple classifiers
- training process
- decision tree classifiers
- manually labeled training data
- class labels
- feature set
- feature selection
- learning algorithm
- machine learning
- test data
- model selection
- feature space
- support vector
- naive bayes classifier
- training instances
- data sets