Generating Biased Dataset for Metamorphic Testing of Machine Learning Programs.
Shin NakajimaTsong Yueh ChenPublished in: ICTSS (2019)
Keyphrases
- machine learning
- symbolic execution
- machine learning methods
- decision trees
- knowledge acquisition
- benchmark datasets
- machine learning algorithms
- machine learning approaches
- real world
- generation process
- computer programs
- support vector machine
- pattern recognition
- feature selection
- natural language processing
- test generation
- explanation based learning
- test data
- database
- knowledge representation
- automatic programming
- data mining
- computer vision
- information systems
- inductive learning
- learning tasks
- learning systems
- high quality
- computer science
- text classification
- text mining
- active learning