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LEARNING MODEL MANAGEMENT SYSTEM, LEARNING MODEL MANAGEMENT METHOD, AND RECORDING MEDIUM

机译:学习模型管理系统,学习模型管理方法和记录介质

摘要

A learning model management system executes a provisional evaluation when the number of feedback data is equal to or less than a threshold of a definite evaluation but is more than a threshold of a provisional evaluation. In this provisional evaluation, prediction accuracy of the learning model that is in operation is evaluated a plurality of times, and whether or not the prediction accuracy of the learning model that is in operation is in a deterioration trend is determined based on the change tendency of the evaluation results. If it is determined that the prediction accuracy of the learning model that is in operation is in a deterioration trend, the learning model management system provides a notification about the deterioration trend of the prediction accuracy to a manager to cause him/her to increase the number of feedback data up to a number that enables the definite evaluation.
机译:当反馈数据的数量等于或小于确定评估的阈值时,学习模型管理系统执行临时评估,但是超过临时评估的阈值。在该临时评估中,在操作中的学习模型的预测精度是多次评估的,并且基于改变趋势来确定正在运行的学习模型的预测精度是在劣化趋势中确定的评估结果。如果确定在运行中的学习模型的预测准确性处于恶化趋势,则学习模型管理系统提供了关于对管理员预测准确性的恶化趋势的通知,以使他/她增加数量反馈数据最多可实现明确的评估。

著录项

  • 公开/公告号US2021158213A1

    专利类型

  • 公开/公告日2021-05-27

    原文格式PDF

  • 申请/专利权人 CANON KABUSHIKI KAISHA;

    申请/专利号US202017079873

  • 发明设计人 YUKI SHIRAKAWA;

    申请日2020-10-26

  • 分类号G06N20;G06K9/62;

  • 国家 US

  • 入库时间 2022-08-24 18:55:07

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