Keyword : software defect prediction


Empirical Studies of a Kernel Density Estimation Based Naive Bayes Method for Software Defect Prediction
Haijin JI Song HUANG Xuewei LV Yaning WU Yuntian FENG 
Publication:   
Publication Date: 2019/01/01
Vol. E102-D  No. 1 ; pp. 75-84
Type of Manuscript:  PAPER
Category: Software Engineering
Keyword: 
software defect predictionnaive Bayeskernel density estimationsoftware metrics
 Summary | Full Text:PDF(2.8MB)

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
 Summary | Full Text:PDF(645KB)