Testing and validating machine learning classifiers by metamorphic testing

Author:

Xie Xiaoyuan,Ho Joshua W.K.,Murphy Christian,Kaiser Gail,Xu Baowen,Chen Tsong Yueh

Publisher

Elsevier BV

Subject

Hardware and Architecture,Information Systems,Software

Reference40 articles.

1. Introduction to Machine Learning;Alpaydin,2004

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3. Saner: composing static and dynamic analysis to validate sanitization in web applications;Balzarotti,2008

4. Novel applications of machine learning in software testing;Briand,2008

5. A metamorphic testing approach for online testing of service-oriented software applications;Chan;International Journal of Web Services Research,2007

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