Automated Trustworthiness Testing for Machine Learning Classifiers.
Steven ChoSeaton Cousins-BaxterStefano RubertoValerio TerragniPublished in: CoRR (2024)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- decision trees
- machine learning approaches
- supervised classification
- feature selection
- test set
- search based testing
- support vector
- naive bayes
- test data
- data mining
- meta learning
- computer vision
- test cases
- training data
- pattern recognition
- learning classifier systems
- classification systems
- linear classifiers
- learning algorithm
- learning tasks
- explanation based learning
- support vector machine
- semi automated
- inductive learning
- multiple classifier systems
- text classification
- training stage
- class labels
- multiple classifiers
- computational intelligence
- ensemble learning
- test data generation
- training set
- information extraction
- feature ranking
- learning machines
- neural network
- computer science
- knowledge discovery
- training samples
- supervised learning
- feature set
- svm classifier
- learning systems
- knowledge acquisition
- reinforcement learning