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Application of Metamorphic Testing to Supervised Classifiers

Many applications in the field of scientific computing - such as computational biology, computational linguistics, and others - depend on Machine Learning algorithms to provide important core functionality to support solutions in the particular problem domains. However, it is difficult to test such...

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Detalhes bibliográficos
Main Authors: Xie, Xiaoyuan, Ho, Joshua, Murphy, Christian, Kaiser, Gail, Xu, Baowen, Chen, Tsong Yueh
Formato: Artigo
Idioma:Inglês
Publicado em: 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3019603/
https://ncbi.nlm.nih.gov/pubmed/21243103
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/QSIC.2009.26
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