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Bridging effort-aware prediction and strong classification: a just-in-time software defect prediction study.
Yuchen Guo
Martin J. Shepperd
Ning Li
Published in:
ICSE (Companion Volume) (2018)
Keyphrases
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software defect prediction
support vector
decision trees
pattern classification
multi class
prediction accuracy
data streams
training set
text classification
classification algorithm
classification method
feature extraction
ensemble learning
class imbalance
ensemble classifier
imbalanced data
feature selection