An empirical study on the effectiveness of data resampling approaches for cross‐project software defect prediction

An empirical study on the effectiveness of data resampling approaches for cross‐project software defect prediction

Abstract Cross‐project defect prediction (CPDP), where data from different software projects are used to predict defects, has been proposed as a way to provide data for software projects that lack historical data. Evaluations of CPDP models using the Nearest Neighbour (NN) Filter approach have shown...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Kwabena Ebo Bennin, Amjed Tahir, Stephen G. MacDonell, Jürgen Börstler
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: Hindawi-IET 2022-04-01
Cyfres:IET Software
Pynciau:
class imbalance
defect prediction
software metrics
software quality
Mynediad Ar-lein:https://doi.org/10.1049/sfw2.12052

Rhyngrwyd

https://doi.org/10.1049/sfw2.12052

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