首页> 外文会议>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:鉴于客户关系管理系统在电源企业的实际应用中,本文设计了一个综合评价指标体系。采用主成分分析方法来简化指示系统。介绍了基于支持向量机的客户关系管理系统的评估模型。使用决策二叉树的想法,然后将剪切日期成为分类器的输入信息,并建立多分类模型。仿真结果表明,该模型具有更好的分类准确性。

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