A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf
.
Class Imbalance Evolution and Verification Latency in Just-in-Time Software Defect Prediction
2019
2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE)
Just-in-Time Software Defect Prediction (JIT-SDP) is an SDP approach that makes defect predictions at the software change level. Most existing JIT-SDP work assumes that the characteristics of the problem remain the same over time. However, JIT-SDP may suffer from class imbalance evolution. Specifically, the imbalance status of the problem (i.e., how much underrepresented the defect-inducing changes are) may be intensified or reduced over time. If occurring, this could render existing JIT-SDP
doi:10.1109/icse.2019.00076
dblp:conf/icse/CabralMSM19
fatcat:jzy2udsihrgnhfd3favdvbwpam