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Class Imbalance Reduction (CIR): A Novel Approach to Software Defect Prediction in the Presence of Class Imbalance.
Kiran Kumar Bejjanki
Jayadev Gyani
Narsimha Gugulothu
Published in:
Symmetry (2020)
Keyphrases
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class imbalance
software defect prediction
class distribution
active learning
cost sensitive
cost sensitive learning
feature selection
imbalanced data
high dimensionality
concept drift
feature space
ensemble learning
minority class
training data
test set
sampling methods