Software systems have gotten increasingly complicated and adaptable in today's computer
world. As a result, it's critical to track down and fix software design flaws on a regular basis …

One of the most active areas of research in the software engineering community is defect
prediction. The gap between data mining and software engineering must be bridged to …

The most significant feature of a software is its quality. Software defect prediction has grown
significantly in popularity over the past several years and may directly impact quality …

In this paper, we present a software fault prediction model using random forests. Software
fault prediction identifies the faulty regions in a software product early in its lifecycle and …

Software defect prediction is one of the most important task during the development of
software systems in order to save developers' time and effort. Discovering defects in an early …

Software plays an important role in many of the systems and devices that make up our
modern societies. In order to provide their customers with software of a higher quality in a …

Software fault prediction is the process of identifying the faulty modules that helps to reduce
the complexity of the test phase. The selection of proper features from the source code is the …

Defect in software systems continue to be a major problem. High quality of software is
ensured by Software reliability and Software quality assurance. A software defect causes …

Abstract Machine-learning techniques are used to find the defect, fault, ambiguity, and bad
smell to accomplish quality, maintainability, and reusability in software. Software fault …

Software defect prediction gives development teams observable results while influencing
business outcomes and development flaws. Developers can uncover flaws and plan test …