Cross-project defect prediction: a large scale experiment on data vs. domain vs. process

ESEC / SIGSOFT FSE, pp. 91-100, 2009.

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accurate predictionlarge scale experimentcross-project defect prediction modeldecision treecross-project predictionMore(10+)

Abstract:

Prediction of software defects works well within projects as long as there is a sufficient amount of data available to train any models. However, this is rarely the case for new software projects and for many companies. So far, only a few have studies focused on transferring prediction models from one project to another. In this paper, we...More

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