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An Empirical Study on Progressive Sampling for Just-in-Time Software Defect Prediction.
Xingguang Yang
Huiqun Yu
Guisheng Fan
Kang Yang
Kai Shi
Published in:
QuASoQ@APSEC (2019)
Keyphrases
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software defect prediction
progressive sampling
sample size
ensemble learning
imbalanced data
sample selection bias
frequent itemsets
class imbalance
feature ranking
model selection
feature selection
induction algorithms
random sampling
base classifiers
class distribution
training data
decision trees