A Testing Tool for Machine Learning Applications

Open Webpage

Yelin Liu, Yang Liu, Tsong Yueh Chen, Zhi Quan Zhou

Published: 01 Jan 2020, Last Modified: 13 Nov 2024ICSE (Workshops) 2020EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: 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.