Shifting Left for Early Detection of Machine-Learning Bugs.
Ben LiblitLinghui LuoAlejandro MolinaRajdeep MukherjeeZachary PattersonGoran PiskachevMartin SchäfOmer TrippWillem VisserPublished in: FM (2023)
Keyphrases
- early detection
- machine learning
- breast cancer
- lung cancer
- automatic diagnosis
- machine learning methods
- learning algorithm
- decision trees
- skin cancer
- source code
- ovarian cancer
- data mining
- machine learning algorithms
- text classification
- inductive logic programming
- information extraction
- gastric cancer
- natural language processing
- software systems
- semi supervised learning
- statistical methods
- early stage
- support vector
- feature selection
- data sets