An Experimental Study on Applying Metamorphic Testing in Machine Learning Applications.
Sebastião H. N. SantosBeatriz Nogueira Carvalho da SilveiraStevão Alves de AndradeMárcio E. DelamaroSimone R. S. SouzaPublished in: SAST (2020)
Keyphrases
- machine learning
- artificial intelligence
- learning algorithm
- data mining
- pattern recognition
- test cases
- support vector machine
- machine learning algorithms
- software testing
- machine learning approaches
- computational biology
- statistical learning
- knowledge engineering
- computational intelligence
- supervised learning
- active learning
- unsupervised learning
- information extraction
- probabilistic model
- kernel methods
- learning tasks
- inductive learning
- computer science
- search algorithm
- genetic algorithm
- neural network