A Testing Tool for Machine Learning Applications

Authors

Yelin Liu, University of WollongongFollow
Yang Liu
Tsong Yueh Chen
Zhi Q. Zhou, University of WollongongFollow

RIS ID

146062

Publication Details

Liu, Y., Liu, Y., Chen, T. & Zhou, Z. (2020). A Testing Tool for Machine Learning Applications. Proceedings - 2020 IEEE/ACM 42nd International Conference on Software Engineering Workshops, ICSEW 2020 (pp. 386-387). New York, United States: Association for Computing Machinery.

Abstract

© 2020 ACM. We present the design of MTKeras, a generic metamorphic testing framework for machine learning, and demonstrate its effectiveness through case studies in image classification and sentiment analysis.