… field of softwaredevelopment, predictingdeveloper productivity has … opensource projects, enriched with developer activity logs, … transition and balance between automation and control. …
P Kumudha, R Venkatesan - The Scientific World Journal, 2016 - Wiley Online Library
… to defects, will enable softwaredevelopers to achieve efficient … but can be tuned further to produce high balance metrics. … on the adaptive dimensional BBO for software defect prediction. …
G Sriraman - Frontiers in Computer Science, 2023 - frontiersin.org
… softwareengineering and the complexity of the multiple factors involved in successful DevOps implementation, we need to build a prediction … practices could be more balanced even in …
… In softwareengineering fault proneness prediction is one of … the performance of opensource software are also estimated [23] in … The cut-off point was also selected such that a balance is …
… prediction performance. In this review paper, all ensemble-based machine learning techniques developed for software defect prediction … It seeks to lower the softwaredevelopment cost …
… on six opensource projects, showed good results in terms of … This might possibly lead to miss the adaptation of some source … In addition, we ran the SMOTE algorithm [71] to balance the …
… , including Random Forest, SVM, KNN, and LDA, on the balanced … for estimating the reliability of OpenSourceSoftware (OSS), … and cross-projectsoftwaredevelopment context, and this …
… selection techniques we balance the … on software metrics is covered in more detail in the second section. This study aimed to identify the best set of metrics for software fault prediction. …
B Soltanifar, A Erdem, A Bener - … on Empirical Software Engineering and …, 2016 - dl.acm.org
… techniques, we investigate which algorithm performs better to … dataset of an opensource softwareproject 2, Mozilla Core. … , we have reported their geometric mean as balance, and the F-…