How far we have progressed in the journey? an examination of cross-project defect prediction
Background. Recent years have seen an increasing interest in cross-project defect
prediction (CPDP), which aims to apply defect prediction models built on source projects to a …
prediction (CPDP), which aims to apply defect prediction models built on source projects to a …
Cross project defect prediction for open source software
A Agrawal, R Malhotra - International Journal of Information Technology, 2022 - Springer
Software defect prediction is the process of identification of defects early in the life cycle so
as to optimize the testing resources and reduce maintenance efforts. Defect prediction works …
as to optimize the testing resources and reduce maintenance efforts. Defect prediction works …
ECLogger: Cross-project catch-block logging prediction using ensemble of classifiers
Background: Software developers insert log statements in the source code to record
program execution information. However, optimizing the number of log statements in the …
program execution information. However, optimizing the number of log statements in the …
An effective software cross-project fault prediction model for quality improvement
As a quality assurance activity, cross-project fault prediction (CPFP) involves building a
model for predicting the faults in a specific software project (aka target project) facing the …
model for predicting the faults in a specific software project (aka target project) facing the …