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Method and apparatus for generating supervised learning model based on unsupervised learning and method and apparatus for analyzing unsupervised learning model using the supervised learning model

机译:用于使用监督学习模型分析无监督学习模型的无监督学习和装置生成监督学习模型的方法和装置

摘要

Disclosed are a method for generating a supervised learning model and an apparatus therefor, a method for analyzing an unsupervised learning model using the same, and an apparatus therefor. Learning model management apparatus uses an unsupervised learning model to group data into a plurality of clusters, and a first group including any one of the plurality of clusters and a second group including the remaining clusters. A supervised learning model that predicts the first group is trained using data, and cluster properties including the degree of influence of the variable on the cluster or the classification condition of the variable among the variables constituting the data based on the supervised learning model are identified. .
机译:公开了一种用于生成监督学习模型和装置的方法,一种用于使用相同的无监督学习模型的方法和该装置。学习模型管理装置使用无监督的学习模型将数据分组到多个集群中,以及包括多个群集中的任何一个的第一组,包括包括剩余簇的多个簇和第二组。预测第一组的监督学习模型是使用数据训练的,并且识别包括基于监督学习模型的变量之间的变量中变量的影响程度的群集属性或者是基于监督的学习模型的变量之间的分类条件。 。

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