Cost-Sensitive Radial Basis Function Neural Network Classifier for Software Defect Prediction

Table 2

Attribute information of the datasets.

Number	Attribute type	Quality metrics	Attribute definition
1	McCabe’s measure	loc	Line count of code
2			Cyclomatic complexity
3			Essential complexity
4			Design complexity
5	Basic Halstead measures	loCode	Line count
6		loComment	Count of lines of comments
7		loBlank	Count of blank lines
8		loCodeAndComment	Count of code and comment lines
9		uniqOp	Unique operators
10		uniqOpnd	Unique operands
11		total_Op	Total operators
12		total_Opnd	Total operands
13		branchCount	Branch count of the flow graphs
14	Derived Halstead measures		Total operators + operands
15			Volume
16			Program length
17			Difficulty
18			Intelligence
19			Effort
20			Estimate of the effort
21			Time estimator
22	Output defect measure	Defects	false, true: module has/does not have one or more reported defects