A novel Bayes defect predictor based on information diffusion function

作者：

Highlights：

• A new Bayes software defect predictor is proposed.

• The predictor is to improve Naïve Bayes classifier with VSDF.

• The predictor is to solve problems of insufficient and non-normal distributed data.

摘要

•A new Bayes software defect predictor is proposed.•The predictor is to improve Naïve Bayes classifier with VSDF.•The predictor is to solve problems of insufficient and non-normal distributed data.

论文关键词：Cross-project defect prediction,Naïve Bayes,Information diffusion function,Software metrics

论文评审过程：Received 7 January 2017, Revised 9 December 2017, Accepted 13 December 2017, Available online 21 December 2017, Version of Record 14 February 2018.

论文官网地址：https://doi.org/10.1016/j.knosys.2017.12.015