Testing Machine Learning Classifiers based on Compositional Metamorphic Relations.
Minghua JiaXiaodong WangYue XuZhanqi CuiRuilin XiePublished in: Int. J. Perform. Eng. (2020)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- machine learning approaches
- decision trees
- test set
- supervised classification
- feature selection
- multiple classifier systems
- learning algorithm
- support vector
- learning systems
- learning classifier systems
- training set
- computational intelligence
- learning machines
- test cases
- meta learning
- test data
- learning problems
- inductive learning
- training stage
- training data
- pattern recognition
- semantic relations
- svm classifier
- text mining
- classification rate
- natural language
- active learning
- support vector machine
- natural language processing
- computer science
- explanation based learning
- multiple classifiers
- knowledge acquisition
- roc analysis