Methods, systems and computer-readable media for quantifying a bug detection efficiency of a bug prediction technique
AssigneeInfosys Limited
InventorsAnjaneyulu Pasala, Padmalochan Bera, Tom Nedumgad
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AssigneeInfosys Limited
InventorsAnjaneyulu Pasala, Padmalochan Bera, Tom Nedumgad
Estimating the term…
The present invention provides a method and system for quantifying a bug preventability measure of a bug prediction technique. In accordance with a disclosed embodiment, the method may include applying a weighted recursive function, on an actual bug count of each version of an application, for computing a golden bug count of the each version. Further, the method shall include deriving a set of source code parameters of the application and applying a linear regression model, on the set of source code parameters of the each version of the application in order to calculate a predicted bug count for the each version. A bug deviation ratio, which shall be indicative the bug preventability measure, can be defined as a ratio of the weighted aggregated deviation and the weighted quadratic aggregation.
A method for quantifying a bug detection efficiency of a bug prediction technique, the method comprising:
A system to quantify a bug detection efficiency of a bug prediction technique, the system comprising:
A computer program product consisting of a plurality of program instructions stored on a non-transitory computer-readable medium that, when executed by a computing device, performs a method for quantifying a bug detection efficiency of a bug prediction technique, the method comprising:
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