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Regression analysis for software development and management using machine learning
Regression analysis for software development and management using machine learning
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机译:使用机器学习的软件开发和管理的回归分析
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摘要
A device configured to obtain project information identifying a set of programs and to generate a program matrix. The device is further configured to identify entries in the program matrix where a row and a column correspond with the same program and to set the identified entries with a value of one. The device is further configured to identify programs from among the set programs that are called by a program and to set the identified entries in the program matrix that correspond with the identified programs with a value of one. The device is further configured to input the program matrix into a first machine learning model to obtain relationship information. The relationship information maps the set of programs to a spatial domain where a distance between a pair of programs in the spatial domain corresponds with a level of impact between the pair of programs.
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