Keyword : class imbalance


The Performance Stability of Defect Prediction Models with Class Imbalance: An Empirical Study
Qiao YU Shujuan JIANG Yanmei ZHANG 
Publication:   
Publication Date: 2017/02/01
Vol. E100-D  No. 2 ; pp. 265-272
Type of Manuscript:  PAPER
Category: Software Engineering
Keyword: 
class imbalancesoftware defect predictionprediction modelsperformance stabilityimbalance ratio
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Balanced Neighborhood Classifiers for Imbalanced Data Sets
Shunzhi ZHU Ying MA Weiwei PAN Xiatian ZHU Guangchun LUO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/12/01
Vol. E97-D  No. 12 ; pp. 3226-3229
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
machine learningclass imbalanceclass distributionclassification
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Asymmetric Learning Based on Kernel Partial Least Squares for Software Defect Prediction
Guangchun LUO Ying MA Ke QIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/07/01
Vol. E95-D  No. 7 ; pp. 2006-2008
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
defect predictionclass imbalancekernel partial least squaresmachine learning
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Kernel Based Asymmetric Learning for Software Defect Prediction
Ying MA Guangchun LUO Hao CHEN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/01/01
Vol. E95-D  No. 1 ; pp. 267-270
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
defect predictionclass imbalancekernel principal component analysismachine learning
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