230, 439 Test Failures Later: An Empirical Evaluation of Flaky Failure Classifiers.
Abdulrahman AlshammariPaul AmmannMichael HiltonJonathan BellPublished in: CoRR (2024)
Keyphrases
- test data
- root cause
- failure recovery
- failure detection
- failure rate
- classification systems
- statistical tests
- fold cross validation
- decision trees
- training data
- linear classifiers
- training set
- data sets
- supervised classification
- test set
- machine learning algorithms
- multiple classifiers
- majority voting
- classifier combination
- individual classifiers
- failure modes
- failure prediction
- svm classifier
- class labels
- naive bayes
- feature set
- support vector
- bayesian networks
- feature selection
- genetic algorithm
- machine learning
- neural network