The impact of software metrics in NASA metric data program dataset modules for software defect prediction

Since the beginning of 2000, SDP studies have widely used data from the NASA repository. Several research studying the relationships between metrics have already been conducted, such as a comparison between static metrics and dynamic weighted metrics performed by [22], the analysis of metrics on object-oriented system (OOS) to evaluate and identify the relationship between metrics value with software security performed by [23] and study about the relationship between two types of metrics, namely object-oriented metrics with procedural-oriented metrics performed by [24]. [...]it is not known whether all existing metric attributes are relevant in SDP. Evaluation To evaluate the results obtained in this study, we will compare the area under the curve (AUC) values for each metric relationship within the same dataset module with those of other metric relationships.