Testing and validating machine learning classifiers by metamorphic testing

Xiaoyuan Xie, Joshua W. K. Ho, Christian Murphy, Gail E. Kaiser, Baowen Xu, Tsong Yueh Chen. Testing and validating machine learning classifiers by metamorphic testing. Journal of Systems and Software, 84(4):544-558, 2011. [doi]

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