Nowadays, automatic defect prediction has attracted wide attention, but many researchers
neglected the availability of huge amount of data in version control systems. Deploying the …

Software testing is a crucial step in the development procedure. Typically, the defects or
errors caused by developers are often dealt with a while later in software development …

Software testing is a vital phase in the software development life cycle. Testing validates a
developed software against the input test cases by identifying the defects present in the …

Ensuring software dependability is of utmost importance in today's technology-driven world,
given the increasing significance of software and the potential consequences of defects …

This paper analyzed 44 metrics of application level, file level, class level and function level,
and do correlation analysis with the number of software defects and defect density, the …

Predicting the existing defects in software products is one of the considerable issues in
software engineering that contributes a lot toward saving time in software production and …

The use of regression methods, for instance, linear regression, decision tree regression, etc.,
has been used earlier to build software fault prediction (SFP) models. However, these …

Software testing process is a crucial part in software development. Generally the errors
made by developers get fixed at a later stage of the software development process. This …

This paper provides a systematic review of previous software fault prediction studies with a
specific focus on metrics, methods, and datasets. The review uses 74 software fault …

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