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MAHAKIL: diversity based oversampling approach to alleviate the class imbalance issue in software defect prediction.
Kwabena Ebo Bennin
Jacky Keung
Passakorn Phannachitta
Akito Monden
Solomon Mensah
Published in:
ICSE (2018)
Keyphrases
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class imbalance
software defect prediction
class distribution
active learning
cost sensitive
cost sensitive learning
minority class
high dimensionality
imbalanced data
concept drift
ensemble learning
sampling methods
data streams
learning algorithm
test set
data analysis
sample selection bias
feature selection