An empirical study of bugs in machine learning systems

Many machine learning systems that include various data mining, information retrieval, and natural language processing code and libraries have being used in real world applications. Search engines, internet advertising systems, product recommendation systems are sample users of these algorithm inten...

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Main Authors: THUNG, Ferdian, WANG, Shaowei, LO, David, JIANG, Lingxiao
格式: text
語言:English
出版: Institutional Knowledge at Singapore Management University 2012
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在線閱讀:https://ink.library.smu.edu.sg/sis_research/1587
https://ink.library.smu.edu.sg/context/sis_research/article/2586/viewcontent/issre12_EmpiricalStudyBugsMachineLearningSys.pdf
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機構: Singapore Management University
語言: English