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    • 5. 发明授权
    • Method and system for clustering optimization and applications
    • 用于聚类优化和应用的方法和系统
    • US07398270B1
    • 2008-07-08
    • US09867803
    • 2001-05-31
    • Lawrence J. ChoiChristopher B. Kuenne
    • Lawrence J. ChoiChristopher B. Kuenne
    • G06F17/30
    • G06F17/30705Y10S707/99936Y10S707/99945
    • A computer-assisted method for evaluating a cluster assignment for an observation is disclosed. The disclosed method includes, for each of a plurality of observations, obtaining a data set containing no more than one proxy value for each of a plurality of variables, each variable having a plurality of possible values, the data set also containing a cluster assignment for the observation, the cluster assignment identifying one cluster from a plurality of clusters. The disclosed method also includes, for each observation from the plurality of observations, calculating a percent of proxy values for the plurality of variables that equals a mode of that observation's corresponding cluster's proxy values for the corresponding variables, and outputting the percent for each observation.
    • 公开了一种用于评估观察的簇分配的计算机辅助方法。 所公开的方法包括对于多个观察中的每一个,获得包含多个变量中的每一个的不超过一个代理值的数据集,每个变量具有多个可能的值,所述数据集还包含用于 观察,簇分配从多个聚类中识别一个聚类。 所公开的方法还包括对于来自多个观察结果的每个观察值,计算多个变量的代理值的百分比,所述变量等于所述观察对应的簇的相应变量的代理值的模式,并输出每个观察的百分比。