Multiple-classifiers in software quality engineering: Combining predictors to improve software fault prediction ability
نویسندگان
چکیده
منابع مشابه
Evaluation of Classifiers in Software Fault-Proneness Prediction
Reliability of software counts on its fault-prone modules. This means that the less software consists of fault-prone units the more we may trust it. Therefore, if we are able to predict the number of fault-prone modules of software, it will be possible to judge the software reliability. In predicting software fault-prone modules, one of the contributing features is software metric by which one ...
متن کاملEvaluation of Classifiers in Software Fault-Proneness Prediction
Reliability of a software counts on its fault-prone modules. This means that the less the software consists of fault-prone units, the more we may trust it. Therefore, if we are able to predict the number of fault-prone modules of a software, it will be possible to judge its reliability. In predicting the software fault-prone modules, one of the contributing features is software metric, by which...
متن کاملA Systematic Review of Fault Prediction Performance in Software Engineering
BACKGROUND – The accurate prediction of where faults are likely to occur in code is important since it can help direct test effort, reduce costs and improve the quality of software. As a consequence, many different fault prediction models have been developed and reported in the literature. However, there is no consensus on what constitutes effective fault prediction. OBJECTIVE – To investigate ...
متن کاملSearch-Based Approaches to Software Fault Prediction and Software Testing
Software verification and validation activities are essential for software quality but also constitute a large part of software development costs. Therefore efficient and costeffective software verification and validation activities are both a priority and a necessity considering the pressure to decrease time-to-market and intense competition faced by many, if not all, companies today. It is th...
متن کاملDesign and Development of Software Fault Prediction Model to Enhance the Software Quality Level
Software fault prediction models play an important role in software quality assurance. They identify software subsystems (modules, components, classes, or files) which are likely to contain faults. These subsystems, in turn, receive additional resources for verification and validation activities. Fault prediction models are binary classifiers typically developed using one of the supervised lear...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Engineering Science and Technology, an International Journal
سال: 2020
ISSN: 2215-0986
DOI: 10.1016/j.jestch.2019.10.005