Defects occurring in software product are a universal event. Prevention of these defects in
the early stage needs more attention because early stage prevention and fixing requires …

Any particular study on software quality with all desirable attributes of software products can
be treated as complete and perfect provided it is defective. Defects continue to be an …

Nowadays, the complexity and size of software systems is proliferating. These factors have
various pros and cons. On one side where they lead to better performance and satisfactory …

With the development of high complexity and high integration of software systems, the
quality of software has gradually received widespread attention in scientific research and …

The software defect can cause the unnecessary effects on the software such as cost and
quality. The prediction of the software defect can be useful for the development of good …

Successful implementation of a software product entirely depends on the quality of the
software developed. However, prediction of the quality of a software product prior to its …

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 …

In software testing, automatic detection of faults and defects in software is both complex and
important. There are different techniques utilized to predict future defects. Machine learning …

Machine Learning is a division of Artificial Intelligence which builds a system that learns from
the data. Machine learning has the capability of taking the raw data from the repository …

Recent studies have shown that tuning prediction models increases prediction accuracy and
that Random Forest can be used to construct prediction intervals. However, to our best …