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Class imbalance evolution and verification latency in just-in-time software defect prediction.
George G. Cabral
Leandro L. Minku
Emad Shihab
Suhaib Mujahid
Published in:
ICSE (2019)
Keyphrases
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software defect prediction
class imbalance
class distribution
ensemble learning
active learning
cost sensitive
imbalanced data
feature ranking
sample selection bias
cost sensitive learning
concept drift
sampling methods
high dimensionality
feature selection
multi class
small number
minority class