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GROUP PERFORMANCE GRADE RECOGNITION METHOD AND APPARATUS, AND STORAGE MEDIUM AND COMPUTER DEVICE

机译:组性能等级识别方法和装置,以及存储介质和计算机设备

摘要

A group performance grade recognition method and apparatus, and a storage medium and a computer device, wherein same relate to the technical field of artificial intelligence, and mainly aim to improve the recall rate of a target group with a smaller proportion on the premise that the accuracy of recognition can be ensured. The method comprises: inputting a group performance feature corresponding to a user to be recognized into a pre-set decision tree model for recognition so as to obtain information entropy of the user belonging to a specific leaf node (101); if the information entropy of the user belonging to the specific leaf node is greater than or equal to a pre-set threshold value, inputting the group performance feature corresponding to the user into a pre-set logistic regression model for computation so as to obtain a probability value of the user belonging to a target group performance grade (102); and determining a group performance grade of the user according to the probability value of the user belonging to the target group performance grade and a probability limit value of the specific leaf node (103).
机译:组性能等级识别方法和装置,存储介质和计算机设备,涉及人工智能技术领域,主要旨在在不影响目标组的前提下以较小的比例提高目标组的查全率。可以确保识别的准确性。该方法包括:将与待识别用户相对应的群组绩效特征输入到预设的决策树模型中进行识别,以获得属于特定叶节点的用户的信息熵(101);如果属于所述特定叶节点的用户的信息熵大于或等于预设阈值,则将所述用户对应的组绩效特征输入到预设逻辑回归模型中进行计算,得到属于目标群体绩效等级的用户的概率值(102);根据属于目标群组表现等级的用户的概率值和特定叶节点的概率极限值,确定用户的群组表现等级(103)。

著录项

  • 公开/公告号WO2020024444A1

    专利类型

  • 公开/公告日2020-02-06

    原文格式PDF

  • 申请/专利权人 PING AN TECHNOLOGY (SHENZHEN) CO.LTD.;

    申请/专利号WO2018CN111118

  • 发明设计人 JIN GE;XU LIANG;XIAO JING;

    申请日2018-10-21

  • 分类号G06Q10/06;

  • 国家 WO

  • 入库时间 2022-08-21 11:13:38

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