Enhanced Software Quality Metrics for Fault Prediction in Object Oriented Components Using SVM Classifier

Provided by: International Journal of Computer Applications
Topic: Software
Format: PDF
Software quality metrics are defined as methods for quantitatively determining the extent to which an Object Oriented (OO) software process possess a certain quality attribute. Increase in software complexity and size is increasing the demand for new metrics to identify flaws in the design of OO system. This demand has necessitated this study to focus on adopting new metrics for measuring class complexities, for which established practices have yet to be developed. The proposed system works in two stages. The first stage presents new software metrics for measuring class complexity and the second stage analyzes the use of SVM classifier to predict faulty modules.

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