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Cost-sensitive transfer kernel canonical correlation analysis for heterogeneous defect prediction.
Zhiqiang Li
Xiao-Yuan Jing
Fei Wu
Xiaoke Zhu
Baowen Xu
Shi Ying
Published in:
Autom. Softw. Eng. (2018)
Keyphrases
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cost sensitive
defect prediction
kernel canonical correlation analysis
multi class
misclassification costs
cost sensitive learning
cost sensitive classification
binary classification
software repositories
software projects
active learning
class imbalance
naive bayes
class distribution
support vector machine
boosting algorithms
semi supervised
kernel cca
address these issues
black box
high level
decision trees
learning algorithm