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Active Learning Empirical Research on Cross-Version Software Defect Prediction Datasets.
Fang Li
Yubin Qu
Junxia Ji
Dejun Zhang
Long Li
Published in:
Int. J. Perform. Eng. (2020)
Keyphrases
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active learning
software defect prediction
class imbalance
imbalanced data
ensemble learning
sampling methods
supervised learning
neural network
semi supervised
unlabeled data
training examples
random sampling
data sets
benchmark datasets
generalization error
multi class
learning process
decision trees