Do the Defect Prediction Models Really Work?

01/13/2023

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by   Umamaheswara Sharma B, et al.

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You may develop a potential prediction model, but how can I trust your model that it will benefit my software?. Using a software defect prediction (SDP) model as a tool, we address this fundamental problem in machine learning research. This is a preliminary work targeted at providing an analysis of the developed binary SDP model in real-time working environments.