Work

Do the Defect Prediction Models Really Work?

Year: 2023

Type: preprint

Abstract: 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.

Source: arXiv (Cornell University)

DOI: 10.48550/arxiv.2301.05411

Authors: B, Umamaheswara Sharma, Sadam, Ravichandra

Institution: National Institute of Technology Warangal

Language: English

Topic: Software Engineering Research

Subfield: Information Systems

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W4316829938

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