Background Software fault prediction is the process of developing models that can be used
by the software practitioners in the early phases of software development life cycle for …

Recent studies of software defect prediction typically produce datasets, methods and
frameworks which allow software engineers to focus on development activities in terms of …

Several prediction approaches are contained in the arena of software engineering such as
prediction of effort, security, quality, fault, cost, and re-usability. All these prediction …

Software engineering discipline contains several prediction approaches such as test effort
prediction, correction cost prediction, fault prediction, reusability prediction, security …

Software defect prediction has been one of the key areas of exploration in the domain of
software quality. In this paper, we perform a systematic mapping to analyze all the software …

Software defect prediction can help to allocate testing resources efficiently through ranking
software modules according to their defects. Existing software defect prediction models that …

Abstract The International Software Benchmarking Standards Group (ISBSG) maintains a
repository of data about completed software projects. A common use of the ISBSG dataset is …

Software quality is a field of study and practice that describes the desirable attributes of
software products. The performance must be perfect without any defects. Software quality …

Software defects are expensive in quality and cost. The accurate prediction of defect-prone
software modules can help direct test effort, reduce costs, and improve the quality of …

Reliable empirical models such as those used in software effort estimation or defect
prediction are inherently dependent on the data from which they are built. As demands for …