基于SVM的软件质量评价

Software quality evaluation based on support vector machine

为了提高软件质量评价的准确性,参考各软件质量模型中的质量因素,构建评价指标体系并构建基于SVM的软件质量评价模型,通过在WEKA下实例仿真,基于SVM的评价结果与期望的结果是一致的,表明该方法能够准确、科学和客观地评价软件质量。

To improve the accuracy of software quality evaluation, an evaluation index system is set up by the reference of quality factors in various software quality models, and the SVM-based software quality evaluation model is proposed. The result of evaluation based on SVM agrees with what was expected in emulation under the WEKA environment. The conclusion is that the method can evaluate software quality more exactly,scientifically and objectively.