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An empirical study toward dealing with noise and class imbalance issues in software defect prediction.
Sushant Kumar Pandey
Anil Kumar Tripathi
Published in:
Soft Comput. (2021)
Keyphrases
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software defect prediction
class imbalance
ensemble learning
imbalanced data
active learning
class distribution
sample selection bias
cost sensitive
cost sensitive learning
high dimensionality
feature ranking
concept drift
machine learning
feature selection
sampling methods
minority class