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DATA ANALYSIS SERVER, DATA ANALYSIS SYSTEM, AND DATA ANALYSIS METHOD

机译:数据分析服务器,数据分析系统和数据分析方法

摘要

A data analysis server holds base-point-added information, wherein the base-point-added information includes a value of an explanatory variable encrypted by first high-performance encryption, a value of a response variable encrypted by a predetermined encryption scheme, and a base point based on frequencies of the value of the explanatory variable in information for learning are associated with one another, wherein the data analysis server: executes decision tree generation processing for generating a decision tree having a leaf node associated with the value of the response variable encrypted by the predetermined encryption scheme, which is included in the base-point-added information; and execute branching rule determine processing in decision tree generation processing without decrypting the value of the explanatory variable and the base point corresponding.
机译:数据分析服务器保持添加了基点的信息,其中,添加了基点的信息包括通过第一高性能加密而加密的解释变量的值,通过预定加密方案加密的响应变量的值以及基于用于学习的信息中的解释变量的值的频率的基点彼此关联,其中,数据分析服务器:执行决策树生成处理,以生成具有与响应变量的值相关联的叶节点的决策树。通过预定加密方案加密,该预定加密方案包括在添加了基点的信息中;并且在不解密解释变量的值和对应的基点的情况下执行决策树生成处理中的分支规则确定处理。

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