Test Case - Developer Metrics

Citation Author(s):
Novi
Setiani
Submitted by:
Novi Setiani
Last updated:
Tue, 05/17/2022 - 22:17
DOI:
10.21227/yfmm-1468
Data Format:
CSV
Research Article Link:
Test Case Understandability Model
License:
Creative Commons Attribution
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Categories:
Other
Keywords:
Test case metrics, Code Understandability
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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.

Dataset Files

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Documentation

AttachmentSize
File Test case metrics.docx103.93 KB

 

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