Software Defect Prediction using Bayesian Networks and Kernel Methods
Ahmet Okutan
Broschiertes Buch

Software Defect Prediction using Bayesian Networks and Kernel Methods

Versandkostenfrei!
Versandfertig in 6-10 Tagen
53,99 €
inkl. MwSt.
PAYBACK Punkte
27 °P sammeln!
There are lots of different software metrics discovered and used for defect prediction in the literature. Instead of dealing with so many metrics, it would be practical and easy if we could determine the set of metrics that are most important and focus on them more to predict defectiveness. In this book, we use Bayesian modeling to determine the influential relationships among software metrics and defect proneness. Furthermore, we propose a novel technique for defect prediction that uses plagiarism detection tools. We use kernel programming to model the relationship between source code similar...