AdarshAravind / SOEN6611-2184-D

Software Measurement Project (Winter 2019)

Software Measurement Project - SOEN6611-2184-D (Winter 2019)

Analysis and Correlation of Metrics

Professor: Jinqiu Yang

Team - J

Student Name	Student ID	Email Address
Sravan Kumar Thumati	40070088	[e-mail]
Naren Morabagal Somasekhar	40082567	[e-mail]
Adarsh Aravind	40082585	[e-mail]
Kundana Gangam	40085658	[e-mail]
Emmanuel Ambele	40050295	[e-mail]

Open Source Projects: (Java Based)

Project Name	Version	Link to download
Apache Commons Configuration	Version 2.4	https://commons.apache.org/proper/commons-configuration/
Apache Commons Collections	Version 4-4.2	https://commons.apache.org/proper/commons-collections/
JFreeChart	Version 1.5.0	https://sourceforge.net/projects/jfreechart/files/1.%20JFreeChart/
Apache Commons IO	Version 2.6	https://commons.apache.org/proper/commons-io/
Apache Commons FileUpload	Version 1.4	https://commons.apache.org/proper/commons-fileupload/

Selected Metrics:

• Statement Coverage
• Branch Coverage
• Test Suite Effectiveness (Mutation Test)
• McCabe Code Complexity
• Fix Backlog and Backlog Management Index
• Post Release Defect Density

Correlation of Metrics:

• Correlation between Metric 1&2 and 3
• Correlation between Metric 4 and 1&2
• Correlation between Metric 1&2 and 6
• Correlation between Metric 5 and 6

Tools Used:

1. For calculating metric 1 and 2, we used EclEmma JaCoCo library, which is free code coverage library for Java.
2. For calculating metric 3, we used an eclipse plugin called Pitclipse.
3. For calculating metric 4, MetricsReloaded, a plugin in IntelliJ.

Note: Apart from these tools, we also used SciTools and Jira reports for metric 5 and 6.

We used Eclipse IDE for building the projects, and Jupyter Notebook for Spearman correlation calculation.