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Software change-proneness prediction through combination of bagging and resampling methods.
Xiaoyan Zhu
Yueyang He
Long Cheng
Xiaolin Jia
Lei Zhu
Published in:
J. Softw. Evol. Process. (2018)
Keyphrases
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machine learning
software development
computational cost
open source
empirical studies
significant improvement
prediction accuracy
benchmark datasets
data sets
learning algorithm
preprocessing
classification models
random forest