An empirical study of bugs in machine learning systems

• المؤلفون الرئيسيون: THUNG, Ferdian, WANG, Shaowei, LO, David, JIANG, Lingxiao
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2012
• الموضوعات: Software Engineering
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/1587; https://ink.library.smu.edu.sg/context/sis_research/article/2586/viewcontent/issre12_EmpiricalStudyBugsMachineLearningSys.pdf

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...