maven: An example dataset of Breiman's variable importance scores

In klainfo/ScottKnottESD: The Non-Parametric Scott-Knott Effect Size Difference (ESD) Test

An example dataset of Breiman's variable importance scores

Description

A dataset containing software metrics of 1,000 calculation of Breiman's variable importance scores

Usage

maven

Format

A data frame with 1,000 rows and 27 variables:

Avg_CloneLineCount

An average physical lines of clone siblings of a clone.

Avg_CountLineComment

An average comment lines in the methods that contain clone siblings of a clone.

Avg_Cyclomatic

McCabe Cyclomatic complexity of the method that contains the clone.

Avg_ImproveCommitCount

Number of commits that impact the method containing the clone.

Avg_LineAdded

Number of lines added into the method that contains the clone.

Avg_LineCodeCount

Number of source code lines in the method that contains the clone.

Avg_MaxNesting

Maximum nesting level of control constructs in the method that contains the clone.

Avg_NewFeatureCommitCount

Number of commits that introduce new feature and that impact the method containing the clone.

Avg_RatioCommentToCode

Ratio of CommentLineCount to LineCodeCount.

Avg_RatioLineCodeCount

Ratio of LineCount to CloneLineCount.

Avg_TokenCount

Number of tokens in the clone.

CloneType

Type of clone class to which the clone belongs.

Diff_CloneLineCount

Number of physical lines in the clone.

Diff_CountLineComment

Number of comment lines in the method that contains the clone.

Diff_Cyclomatic

McCabe Cyclomatic complexity of the method that contains the clone.

Diff_DeveloperCount

Number of distinct developers who modified the method that contains the clone.

Diff_Essential

Numberical measure of structuredness of the method that contains the clone.

Diff_FanIn

Number of unique methods that call the method containg the clone.

Diff_FanOut

Number of unique methods that are called by the method containing the clone.

Diff_FixCommitCount

Number of commits with a description of fixing bugs and that impact the method containing the clone.

Diff_LineCodeDeclCount

Number of declarative source code lines in the method that contains the clone.

Diff_LineCount

Number of lines in the method that contains the clone.

Diff_LineDeleted

Number of lines deleted from the method that contains the clone.

Diff_NewFeatureCommitCount

Number of commits that introduce new feature and that impact the method containing the clone.

Diff_TokenCount

Number of tokens in the clone.

Max_DirectoryDistance

Number of directories that are traversed from the method containing one sibling to the method containing another sibling of the clone.

SiblingCount

Number of clone siblings in the clone.

Source

https://github.com/klainfo/ScottKnottESD/

klainfo/ScottKnottESD documentation built on Feb. 15, 2023, 5:46 a.m.