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Defective factor analysis system and defective factor analysis method

机译:有缺陷的因子分析系统和有缺陷因子分析方法

摘要

To provide a defect factor analysis system and defect factor analysis method capable of presenting information that appropriately represents features of defect factors even when a distribution of data of good products and a distribution of data of defective products overlap.SOLUTION: A defective factor analysis system creates a frequency distribution of objective variable data for a data set including objective variable data of respective products for an objective variable and explanatory variable data of respective products for plural explanatory variables, designates two extraction areas, which are apart from each other, in the created frequency distribution, and calculates for each explanatory variable a difference between feature quantities representing a difference between explanatory variable data for products whose objective variable data belong to one of the two designated extraction areas, and products whose objective variable data belong to the other of the extraction areas. On the basis of the respective calculated differences between the respective feature quantities, the defective factor analysis system evaluates, as degrees of importance, degrees of relevance of explanatory variables to a defect factor, and outputs a result of the evaluation.SELECTED DRAWING: Figure 3
机译:为了提供一种缺陷因子分析系统和缺陷因子分析方法,其能够呈现适当代表缺陷因素的特征的信息,即使是良好产品数据的分布和有缺陷产品重叠的数据分布。缺陷因素分析系统创造用于数据集的物体变量数据的频率分布,包括各个产品的物镜变量数据,用于多个解释变量的各个产品的目标变量和解释变量数据,以创建的频率指定彼此的两个提取区域分布,并计算每个解释变量,其特征量之间的特征量之间的差异,其代表客观变量数据属于两个指定的提取区域之一的产品的解释性变量数据之间的差异,其客观变量数据属于其他提取区域的产品。在各个特征量之间的各自计算的差异的基础上,缺陷因子分析系统评估为缺陷因子的解释变量的重要性程度,并输出评估结果。选择图:图3

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