Good quality software is a supporting factor that is important in any line of work in of society.
But the software component defective or damaged resulting in reduced performance of the …

Naïve Bayes is one of the most simplest and efficient classification algorithms and is
therefore being widely used. It has been utilized in several situations, like web mining …

Data imbalancing is becoming a common problem to tackle in different fields like, defect
prediction, change prediction, oil spills, medical diagnose etc. Various methods have been …

Software defect prediction (SDP) can help testers decide allocation of resources rationally to
find defects effectively, so as to improve software quality. Naive Bayes (NB) is one of the …

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 …

Defect Prediction plays a very important role in the development of the software. The defect
prediction leads to a more focused testing thereby reducing the testing cost and efforts. In …

Software Quality is the most important aspect of a software. Software Defect Prediction can
directly affect quality and has achieved significant popularity in last few years. Defective …

Fault Prediction procedures are meant to help focus on software testing and troubleshooting;
they can caution developers on programming segments that appear to be defective. Here, a …

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 …

The reliability of software depends on its ability to function without error. Unfortunately, errors
can be generated during any phase of software development. In the field of software …