基于支持向量机的软件开发项目实施效果评价研究

Xiaosong Li, Xinran Peng, Chao Ma, Tian Liu, Zenghua Li
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引用次数: 0

摘要

软件开发项目实施效果评价是软件开发项目评估的重要内容。从进度、成本和性能三个方面构建了软件开发项目实施效果评价指标,提出了基于支持向量机的软件开发项目实施效果评价流程,并利用三个支持向量机分类器(优秀/合格、优秀/不合格、合格/不合格)对模型进行样本集训练和测试。经检验的模型准确率为92%,并进行了实例分析。研究结论为开展软件开发项目实施效果评价提供了有效的方法。
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Research on Software Development Project Implementation Effect Evaluation Based on Support Vector Machine
The software development project implementation effect evaluation is important for assessing the software development. From the aspects of progress, cost and performance, the software development project implementation effect evaluation indicator was constructed, and the software development project implementation effect evaluation process based on support vector machine was proposed, and three support vector machine classifiers (excellent/qualified, excellent/unqualified, qualified/unqualified) were used to train and test the model with sample sets. The accuracy of the tested model was 92%, and a case analysis was carried out. The research conclusions provide effective methods for carrying out the implementation effect evaluation of software development projects.
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