The impact of the distance metric and measure on SMOTE-based techniques in software defect prediction

Author:

Feng ShuoORCID,Keung JackyORCID,Zhang Peichang,Xiao Yan,Zhang Miao

Publisher

Elsevier BV

Subject

Computer Science Applications,Information Systems,Software

Reference51 articles.

1. Investigation on the stability of SMOTE-based oversampling techniques in software defect prediction;Feng;Inf. Softw. Technol.,2021

2. Revisiting heterogeneous defect prediction methods: How far are we?;Chen;Inf. Softw. Technol.,2021

3. On the relative value of data resampling approaches for software defect prediction;Bennin;Empir. Softw. Eng.,2019

4. SMOTE: synthetic minority over-sampling technique;Chawla;J. Artificial Intelligence Res.,2002

5. Borderline-SMOTE: a new over-sampling method in imbalanced data sets learning;Han,2005

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