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1 Testing and Validating Machine Learning Classifiers by Metamorphic Testing

Author(s):
Xie, Xiaoyuan; Ho, Joshua W. K.; Murphy, Christian; Kaiser, Gail E.; Xu, Baowen; Chen, Tsong Yueh
Date:
2010
Subject:
Computer science
Content Type:
Technical reports
Publisher:
Department of Computer Science, Columbia University
Permanent URL:
http://hdl.handle.net/10022/AC:P:10501

2 Improving the Quality of Computational Science Software by Using Metamorphic Relations to Test Machine Learning Applications

Author(s):
Xie, Xiaoyuan; Ho, Joshua; Murphy, Christian; Kaiser, Gail E.; Xu, Baowen; Chen, T. Y.
Date:
2009
Subject:
Computer science
Content Type:
Technical reports
Publisher:
Department of Computer Science, Columbia University
Permanent URL:
http://hdl.handle.net/10022/AC:P:29618

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