Empirical studies on software defect prediction mod els have come up with various
predictors. In this study we examined variable regularized factors in conjunction with Logistic …

Abstract The Software Defect Prediction (SDP) model engages in predicting defects and
bugs in the software. This model will detect and predict bugs during early stages of the …

Context: Software fault prediction has been an important research topic in the software
engineering field for more than 30 years. Software defect prediction models are commonly …

Defects can cause significant software rework, delays, and high costs, to prevent disability it
must be predictable the possibility of defects. To predict the disability the metrics software …

The software has turn into an imperious part of human's life. In the recent computing era,
many large-scale complex network systems and millions of modern technological devices …

Software fault prediction is widely used in the software development industry. Moreover,
software development has accelerated significantly during this epidemic. However, the main …

The demand for development of good quality software has seen rapid growth in the last few
years. This is leading to increase in the use of the machine learning methods for analyzing …

Efects are actual errors that can be found in the software. The existence of defects can make
the software does not work optimally even crashes. The existence of defect is something that …

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 developing of good quality …