Smoke Testing for Machine Learning: Simple Tests to Discover Severe Defects.
Steffen HerboldTobias HaarPublished in: CoRR (2020)
Keyphrases
- machine learning
- pattern recognition
- neural network
- text mining
- data mining
- feature selection
- statistical tests
- knowledge acquisition
- machine learning algorithms
- information extraction
- active learning
- learning tasks
- quality control
- multiple choice
- test data
- machine learning approaches
- test cases
- explanation based learning
- test generation
- knowledge representation
- model selection
- text classification
- data sets
- expert systems
- data analysis
- decision trees
- image processing
- computer vision
- artificial intelligence
- real world
- databases