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ACCURACY-ESTIMATING-MODEL GENERATING SYSTEM AND ACCURACY ESTIMATING SYSTEM

机译:精度估计模型生成系统和精度估计系统

摘要

An accuracy estimation unit 91 estimates accuracy of a predictive model using an accuracy estimating model that is learned using, as an explanatory variable, all or part of one or more contexts each indicating a feature value representing an operation status of the predictive model at a first point of interest that is a past point in time of interest a learning period of the predictive model, and a parameter used to learn the predictive model and, as a response variable, an accuracy index in a period after the first point of interest. The accuracy estimation unit 91 calculates the context at a second point of interest that is a point in time after the first point of interest, and applies the calculated context to the accuracy estimating model to estimate the accuracy from the second point of interest onward.
机译:精度估计单元 91 使用精度估计模型来估计预测模型的精度,该精度估计模型是使用一个或多个上下文的全部或部分作为指示变量来学习的,每个上下文指示表示操作状态的特征值在第一关注点(即过去的关注点)的预测模型的学习周期,用于学习预测模型的参数以及作为响应变量的参数,用于在之后的一段时间内第一个兴趣点。精度估计单元 91 计算第二个兴趣点的上下文,该第二个兴趣点是在第一个兴趣点之后的一个时间点,并将计算出的上下文应用于精度估计模型,以便从第二个兴趣点开始。

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