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RE-LABELING METHOD FOR REGRESSION

机译:回归的重新标注方法

摘要

A computer implemented method for a relabeling method for regression analysis, comprising: (a) constructing an initial regression analysis model to which a preselected regression analysis method is applied to a predetermined data set, wherein The data set comprises a set of data given a result value and data without a result value; (b) selecting data which is an instance of a label object among data sets of the constructed regression analysis model; (c) measuring the resultant value of the selected data according to the regression analysis model constructed, and if the selected data is data that does not already exist, label the resultant value anew and the selected data is Labeling a new value with an average value between the existing result value and the newly measured result value when the result value data exists previously; (d) constructing a new data set that updates the newly labeled data in the existing data set, and reconstructing the regression analysis model using the constructed new data set; And (e) repeating steps (b) to (d) until the condition for specifying a regression analysis end condition is satisfied, thereby constructing a final regression analysis model. .
机译:一种用于回归分析的重新标记方法的计算机实现的方法,包括:(a)构建初始回归分析模型,将预先选择的回归分析方法应用于该初始回归分析模型到预定数据集,其中,该数据集包括给定结果的一组数据价值和没有结果价值的数据; (b)在所构建的回归分析模型的数据集中选择作为标签对象实例的数据; (c)根据构造的回归分析模型测量所选数据的结果值,如果所选数据是尚不存在的数据,则重新标记结果值,并且所选数据为使用平均值标记新值当结果值数据先前存在时,在现有结果值和新测量的结果值之间; (d)构造新数据集以更新现有数据集中的新标记数据,并使用构造的新数据集重建回归分析模型;并且(e)重复步骤(b)至(d),直到满足指定回归分析结束条件的条件为止,从而构建最终的回归分析模型。 。

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