Test Case - Developer Metrics

Test Case - Developer Metrics

Citation Author(s):
Novi
Setiani
Submitted by:
Novi Setiani
Last updated:
Tue, 03/24/2020 - 03:56
DOI:
10.21227/yfmm-1468
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Abstract: 

This dataset is the result of test case and developer metrics extraction from Honfi's experiment in https://zenodo.org/record/2596044#.Xnm4sS2B1QJ

The detail of test case extraction is attached.

It contained 20 metrics from the generated test case and six metrics from the profile of developers. 26 metrics act as independent variable. There are two dependent variables : ABU (Actual Binary Understandability) and TAU (Timed Actual Understandability).

Instructions: 

This dataset can be used to modeling the understandability of the test case. 

ABU (binary) and TAU (numeric) is the dependent variable. 

We can use ABU as the class attribute when using classification algorithm, and ignore the TAU.

We can use TAU as the class attribute when using regression algorithm, and ignore the ABU.

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Documentation

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File Test case metrics.docx103.93 KB

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[1] Novi Setiani, "Test Case - Developer Metrics", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/yfmm-1468. Accessed: Jul. 02, 2020.
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doi = {10.21227/yfmm-1468},
url = {http://dx.doi.org/10.21227/yfmm-1468},
author = {Novi Setiani },
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title = {Test Case - Developer Metrics},
year = {2020} }
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Novi Setiani. (2020). Test Case - Developer Metrics. IEEE Dataport. http://dx.doi.org/10.21227/yfmm-1468
Novi Setiani, 2020. Test Case - Developer Metrics. Available at: http://dx.doi.org/10.21227/yfmm-1468.
Novi Setiani. (2020). "Test Case - Developer Metrics." Web.
1. Novi Setiani. Test Case - Developer Metrics [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/yfmm-1468
Novi Setiani. "Test Case - Developer Metrics." doi: 10.21227/yfmm-1468