Test Case - Developer Metrics

Test Case - Developer Metrics

Citation Author(s):
Submitted by:
Novi Setiani
Last updated:
Tue, 03/24/2020 - 03:56
Data Format:
Dataset Views:
0 ratings - Please login to submit your rating.
Share / Embed Cite

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).


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

You must be an IEEE Dataport Subscriber to access these files. Login or subscribe now. Sign up to be a Beta Tester and receive a coupon code for a free subscription to IEEE DataPort!


File Test case metrics.docx103.93 KB

Thank you for rating this dataset!

Please share additional details of your rating with the IEEE DataPort community by adding a comment.

Embed this dataset on another website

Copy and paste the HTML code below to embed your dataset:

Share via email or social media

Click the buttons below:

[1] Novi Setiani, "Test Case - Developer Metrics", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/yfmm-1468. Accessed: Jul. 02, 2020.
doi = {10.21227/yfmm-1468},
url = {http://dx.doi.org/10.21227/yfmm-1468},
author = {Novi Setiani },
publisher = {IEEE Dataport},
title = {Test Case - Developer Metrics},
year = {2020} }
T1 - Test Case - Developer Metrics
AU - Novi Setiani
PY - 2020
PB - IEEE Dataport
UR - 10.21227/yfmm-1468
ER -
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