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OALib Journal期刊
ISSN: 2333-9721
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Multi-mode classification with application in customer retention
基于多模式分类算法及其在客户保持中的应用

Keywords: Clustering algorithm,decision tree,neural network,customer retention
聚类算法
,决策树,神经网络,客户保持

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Abstract:

With diversification analyses of lost customers in applications, a multi-mode classification algorithm was presented. It applied clustering algorithm to segment the lost customers into many subgroups, then used classification algorithm to build the classifying models on each subgroup. Meanwhile, it filtered the low-precision class models to ensure the precision improvement of forecast lists. Compared with Logistic, decision tree and neural network, the experimental results show that the new classification algorithm has better performance.

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