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Testing Machine Learning: Conceptual Models and Approaches
  • Software Development

Testing Machine Learning: Conceptual Models and Approaches

Publication:
Software Quality Professional
Date:
September 2020
Issue:
Volume 22 Issue 4
Pages:
pp. 11-17
Author(s):
Zhang, Jie M., Harman, Mark, Ma, Lei, Liu, Yang

Abstract

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.

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