FLEX: fixing flaky tests in machine learning projects by updating assertion bounds.
Saikat DuttaAugust ShiSasa MisailovicPublished in: ESEC/SIGSOFT FSE (2021)
Keyphrases
- machine learning
- upper bound
- lower bound
- machine learning algorithms
- case study
- reinforcement learning
- artificial intelligence
- pattern recognition
- text classification
- machine learning approaches
- project management
- machine learning methods
- knowledge acquisition
- learning systems
- data mining
- computational intelligence
- vc dimension
- knowledge discovery
- computer vision
- learning algorithm
- knowledge representation
- information extraction
- natural language processing
- text mining
- software development
- natural language
- explanation based learning
- decision trees
- feature selection
- error bounds
- inductive learning
- average case
- data sets
- optimal solution
- data analysis
- np hard