| 文件和包层次的软件缺陷预测 |
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| 引用本文： | 赵亮,侯金宝.文件和包层次的软件缺陷预测[J].清华大学学报(自然科学版),2011(Z1):1472-1476. |
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| 作者姓名： | 赵亮 侯金宝 |
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| 作者单位： | 北京系统工程研究所;太原卫星发射中心技术部; |
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| 摘 要： | 软件缺陷预测中使用哪些软件度量和如何使用度量进行预测目前还没有定论。该文提出基于度量组合的方法来分析各种度量在缺陷预测中的作用,并用试验的方法证明了在缺陷预测中使用有限的度量可以达到与使用所有度量相近的预测效果。提出的度量组合方法具有通用性,能为缺陷预测过程提供有效的度量选择方法,并提高了预测结果的可解释性。
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| 关 键 词： | 缺陷预测 度量 选择 可解释性 |
Software fault prediction on the file and package level |
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| ZHAO Liang,HOU Jinbao.Software fault prediction on the file and package level[J].Journal of Tsinghua University(Science and Technology),2011(Z1):1472-1476. |
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| Authors: | ZHAO Liang HOU Jinbao |
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| Institution: | ZHAO Liang1,HOU Jinbao2(1.Beijing Institute of System Engineering,Beijing 100101,China,2.The Technical Department of Taiyuan Satellite Launching Center,Taiyuan 030027,China) |
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| Abstract: | The selection of metrics and the use of these metrics to build prediction models are two unsolved problems in software fault prediction.A metric portfolio method was developed to analyse the predictions of each metric indicator to build a software fault prediction model.Tests on three enterprise level systems show that the metrics portfolio method is effective and use of some of the metrics achieve similar predictions as all the available metrics.The metrics portfolio method is universally applicable and ca... |
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| Keywords: | fault prediction metric selection understanding |
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