An empirical study of bugs in machine learning systems

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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Bibliographic Details
Main Authors: THUNG, Ferdian, WANG, Shaowei, LO, David, JIANG, Lingxiao
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2012
Subjects:
Software Engineering
Online Access: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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Institution: Singapore Management University
Language: English

Internet

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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