Testing Machine Learning: Conceptual Models and Approaches
- Software Quality Professional
- September 2020
- Volume 22 Issue 4
- pp. 11-17
- Zhang, Jie M., Harman, Mark, Ma, Lei, Liu, Yang
This article establishes conceptual models for ML testing and presents an overview of techniques for testing these novel systems based on a literature review. Research directions in ML testing are also described to help practitioners understand how new problems in this domain are being explored.