A comparison of some soft computing methods for software fault prediction

作者：

Highlights：

• Software fault prediction is implemented with ANN, SVM and ANFIS.

• First ANFIS implementation is applied to solve fault prediction problem.

• Parameters are discussed in neuro fuzzy approach.

• Experiments show that the application of ANFIS to the software fault prediction problem is highly reasonable.

摘要

•Software fault prediction is implemented with ANN, SVM and ANFIS.•First ANFIS implementation is applied to solve fault prediction problem.•Parameters are discussed in neuro fuzzy approach.•Experiments show that the application of ANFIS to the software fault prediction problem is highly reasonable.

论文关键词：Software fault prediction,McCabe metrics,Adaptive neuro fuzzy systems,Artificial Neural Networks,Support Vector Machines

论文评审过程：Available online 23 October 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.10.025