Software fault prediction metrics
Citations
483 citations
Cites background from "Software fault prediction metrics"
...The existing literature reviews aim to answer various research questions [3-5], but to the best of the authors knowledge there is no systematic review that focus on the ML techniques for the software fault prediction i....
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255 citations
Cites background or methods from "Software fault prediction metrics"
...Keywords: defect prediction, software metrics, metric set simplification, software quality...
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...The results revealed that their approach could build 64% more useful predictors than both within-company and cross-company approaches based on Burak filters, and demonstrated that cross-company defect prediction was able to be applied very early in a project’s lifecycle....
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246 citations
188 citations
Cites background from "Software fault prediction metrics"
...These choices are made because static code metrics are most frequently used in software defect prediction [68], network metrics may have a stronger association with defects [60] and process metrics reflect the changes to software systems over time....
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References
64,109 citations
"Software fault prediction metrics" refers background or methods in this paper
...[73] B. Caglayan, A. Bener, S. Koch, Merits of using repository metrics in defect prediction for open source projects, in: 2009 ICSE Workshop on Emerging Trends in Free/Libre/Open Source Software Research and Development, 2009, pp. 31–36....
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...80 or higher, which is substantial, according to Landis and Koch [36]....
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...Eight out of the ten properties had a Cohen’s Kappa coefficient of 0.80 or higher, which is substantial, according to Landis and Koch [36]....
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...An inter-rater agreement analysis was then used to determine the degree of agreement between the two researchers (Table 2), which was substantial, according to [36]....
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...According to the different levels, as stipulated by Landis and Koch [36], the agreement between the two researchers for the exclusion of primary studies based on title and abstract was ‘substantial’ (0....
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34,965 citations
Additional excerpts
...Cohen’s Kappa coefficient [14] was calculated....
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5,476 citations
"Software fault prediction metrics" refers background or methods in this paper
...But, method complexity was deliberately not defined in the original proposal in order to enable the most general application of the metric [13]....
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...) The WMC metric (‘Weighted Methods per Class’) is defined as the sum of methods complexity [12,13]....
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...In 1991, Chidamber and Kemerer [12] presented the CK metrics suite and refined it in 1994 [13]....
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...Chidamber and Kemerer [13])....
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...[70], Cartwright and Shepperd [74], Chidamber and Kemerer (CK metrics suite) [12,13], Etzkorn et al....
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5,171 citations
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5,097 citations
"Software fault prediction metrics" refers background or methods in this paper
...[37], Li [41], Li and Henry [39,40], Lorenz and Kidd [42], McCabe [44], Tegarden et al....
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...McCabe’s cyclomatic complexity [44] was the most frequently used of the traditional metrics....
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...One of the oldest and well-known metrics presented by McCabe [44] dates back to 1976....
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...McCabe [44] and Halstead [24])....
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...Popular complexity metrics, like McCabe’s cyclomatic complexity [44] and Halstead’s metrics [24], were used in 22 and 12 studies, respectively....
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