Towards an Intrinsic Definition of Robustness for a Classifier.
Théo GiraudonVincent GriponMatthias LöweFranck VermetPublished in: ICASSP (2021)
Keyphrases
- training data
- feature space
- support vector
- training set
- classification scheme
- computational efficiency
- classifier systems
- data sets
- ensemble learning
- classification method
- training samples
- feature set
- multiple classifiers
- decision trees
- feature selection
- classifier combination
- classifier ensemble
- fold cross validation
- classification process
- decision tree classifiers
- weak classifiers
- learning classifier systems
- classification rate
- test data
- svm classifier
- class labels
- training examples
- active learning
- evolutionary algorithm
- learning algorithm