克隆检测性能评估与基准测试综述
A Survey on the Evaluation of Clone Detection Performance and Benchmarking
摘要:
在文献中提出了许多克隆检测工具。在本文中,我们调查的状态克隆检测工具的评估。我们首先调查克隆检测基准,并执行多方面的评估和比较他们的功能和能力。然后,我们调查现有的克隆检测工具和技术出版物,并评估这些作品的作者如何评估自己的工具/技术。我们根据他们测量召回率、精确度、执行时间和可扩展性的程度对个人作品进行排名。我们选择的作品最好的评估所有四个指标作为范例,应考虑未来的研究人员出版克隆检测工具/技术时,设计他们的工具/技术的实证评估。我们衡量统计工具评价的作者,并发现,评价是穷人之间的作者。我们完成了我们的调查,通过调查现有的工具比较研究,包括定性和定量研究的克隆检测评估。
英文摘要:
There are a great many clone detection tools proposed in the literature. In this paper, we investigate the state of clone detection tool evaluation. We begin by surveying the clone detection benchmarks, and performing a multi-faceted evaluation and comparison of their features and capabilities. We then survey the existing clone detection tool and technique publications, and evaluate how the authors of these works evaluate their own tools/techniques. We rank the individual works by how well they measure recall, precision, execution time and scalability. We select the works the best evaluate all four metrics as exemplars that should be considered by future researchers publishing clone detection tools/techniques when designing the empirical evaluation of their tool/technique. We measure statistics on tool evaluation by the authors, and find that evaluation is poor amongst the authors. We finish our investigation into clone detection evaluation by surveying the existing tool comparison studies, including both the qualitative and quantitative studies.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。