Testing and validating machine learning classifiers by metamorphic testing.
Xiaoyuan XieJoshua Wing Kei HoChristian MurphyGail E. KaiserBaowen XuTsong Yueh ChenPublished in: J. Syst. Softw. (2011)
Keyphrases
- machine learning
- artificial intelligence
- test set
- machine learning algorithms
- feature selection
- machine learning approaches
- machine learning methods
- test cases
- training data
- decision trees
- image classification
- text classification
- training samples
- object detection
- computer science
- support vector
- test data
- learning problems
- classification models
- supervised classification