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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

According to the present invention, an accuracy estimating unit 91 uses an accuracy estimating model to estimate the accuracy of a predictive model, the accuracy estimating model having been trained using, as explanatory variables, any or all of a training period for the predictive model, of parameters used in the training of the predictive model, and of one or more contexts, which indicate feature values that represent operation conditions at each first point of interest for the predictive model, the first points of interest being points in time in the past that are of interest to the predictive model, and using, as a target variable, an accuracy index for a period of time that is after the first points of interest. The accuracy estimating unit 91 calculates a context for a second point of interest that is a point in time that is after the first points of interest and applies the calculated context to the accuracy estimating model so as to estimate accuracy from the second point of interest onward.
机译:根据本发明,准确度估计单元91使用准确度估计模型来估计预测模型的准确度,该准确度估计模型已经使用预测模型的任何或全部训练周期作为解释变量进行了训练,训练预测模型和一个或多个上下文所使用的参数的总和,这些参数表示代表该预测模型的每个第一个关注点的操作条件的特征值,第一个关注点是过去的时间点是预测模型感兴趣的数据,并且将在第一个感兴趣点之后的一段时间内的准确性指标用作目标变量。精度估计单元91计算第二兴趣点的上下文,该第二兴趣点是在第一兴趣点之后的时间点,并将所计算的上下文应用于精度估计模型,以便从第二兴趣点开始估计精度。 。

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