首页> 外文会议>Proceedings of the 2007 International Conference on Machine Learning and Cybernetics >PCA-SVM-BASED COMPREHENSIVE EVALUATION FOR CUSTOMER RELATIONSHIP MANAGEMENT SYSTEM OF POWER SUPPLY ENTERPRISE
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PCA-SVM-BASED COMPREHENSIVE EVALUATION FOR CUSTOMER RELATIONSHIP MANAGEMENT SYSTEM OF POWER SUPPLY ENTERPRISE

机译:基于PCA-SVM的供电企业客户关系管理系统综合评价

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摘要

In view of a customer relationship management system in the practical application of the power supply enterprises, this paper design a comprehensive evaluation indicator system.Adopting principal component analysis method to simplify the indicator system.A evaluation model of customer relationship management system based on support vector machine was presented.Using the idea of decision binary tree, then makes the cut date to be the input information of classifier, and establish multi-Classification model.The simulation result shows that the model has better accuracy of the classification.
机译:针对客户关系管理系统在供电企业实际应用中的需要,设计了一种综合评价指标体系。采用主成分分析法简化了指标体系。基于支持向量的客户关系管理系统评价模型利用决策二叉树的思想,将切入日期作为分类器的输入信息,建立多分类模型。仿真结果表明该模型具有较好的分类精度。

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