The purpose of software defect prediction is to improve the quality of a software project by
building a predictive model to decide whether a software module is or is not fault prone. In …

Software testing using software defect prediction aims to detect as many defects as possible
in software before the software release. This plays an important role in ensuring quality and …

Classification algorithms that help to predict software defects play a major role in the
software engineering process. This study investigated the application and performance of …

Software defect prediction can improve its quality and is actively studied during the last
decade. This paper focuses on the improvement of software defect prediction accuracy by …

An essential objective of software development is to locate and fix defects ahead of
schedule that could be expected under diverse circumstances. Many software development …

Software defect prediction has recently attracted attention of many software quality
researchers. One of the major areas in current project management software is to effectively …

From the start of software development, Software Defect Prediction (SDP) is a significant and
emerging challenge in the field of software engineering. Without an accurate model for …

The process of accurately predicting software defects is highly crucial during the early period
of software development before testing activities begin. A variety of computational methods …

Testing is one of the crucial activities of software development life cycle which ensures the
delivery of high quality product. As software testing consumes significant amount of …

Context Software defect prediction means finding defect-prone modules before the testing
process which will reduce testing cost and time. Machine learning methods can provide …