Collaborative filtering based recommendation of sampling methods for software defect prediction

Applied Soft Computing, pp. 1061632020.

Cited by: 0|Bibtex|Views93|DOI:https://doi.org/10.1016/j.asoc.2020.106163
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Abstract:

The performance of software defect prediction have been hindered by the imbalanced nature of software defect data. Fortunately, a variety of sampling methods have been employed to improve defect prediction performance. However, researchers and practitioners are usually burdened with selecting the optimal sampling methods for the defect da...More

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