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Cluster partitioning evaluation device, cluster partition evaluation method and cluster division evaluation program

机译:群集分区评估设备,群集分区评估方法和群集划分评估程序

摘要

PROBLEM TO BE SOLVED: To divide a multidimensional space of variables so that a plurality of highly accurate prediction models can be used according to the characteristics of data. SOLUTION: The cluster division evaluation device of the present invention has a survey value acquisition unit that acquires a survey value of a trading entity's attribute and a survey value of the trading entity's economic power, and a trading entity's attribute survey value and a trading entity. The point showing the survey value of the economic power of is divided into multiple clusters in the multidimensional space, and using the survey value, the attribute of the trading entity is used as the explanatory parameter and the economic power of the trading entity is used as the objective parameter. The parameters of the prediction model to be used are optimized for each of multiple clusters, and the difference between the forecast value of the trading entity's economic power output by the parameter-optimized prediction model and the survey value of the trading entity's economic power is calculated as a cluster. It is characterized by including a regression analysis unit that evaluates each number of clusters and determines the number of clusters based on the evaluation result. [Selection diagram] FIG. 7
机译:要解决的问题:分割变量的多维空间,从而可以根据数据的特征使用多个高精度的预测模型。解决方案:本发明的集群分割评估装置具有调查价值采集单元,该征收单元获取交易实体属性的调查价值和交易实体经济权力的调查价值,以及交易实体的属性调查价值和交易实体。显示经济功率的调查值被分成多维空间中的多个集群,并使用调查值,交易实体的属性用作解释性参数,交易实体的经济力量被用作目标参数。计算要使用的预测模型的参数针对各种集群中的每一个进行了优化,并计算了参数优化预测模型的交易实体经济功率输出的预测值与交易实体经济权力的调查价值之间的差异作为群集。其特征在于,包括评估分析单元,其评估每个簇数并根据评估结果确定群集数。 [选择图]图。 7.

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