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SYSTEMS AND METHODS FOR COMPUTER MODELING USING INCOMPLETE DATA

机译:使用不完整数据的计算机建模系统和方法

摘要

Systems and methods for dynamic computer modeling using incomplete data are provided. The system can yield a total score indicative of an accuracy and reliability of a model for a given application based on incomplete data, wherein the system can receive one or more sets of datasets, and classify. A final component score for each dataset is determined by applying a weighted classification component value to the classification component score for each dataset. If the system determines that there is at least one incomplete or missing dataset among the set of datasets, the system determines a final component score and determines the total score by aggregating the final component scores for each complete dataset and the final component scores for each incomplete or missing dataset.
机译:提供了使用不完整数据的动态计算机建模的系统和方法。 该系统可以产生基于不完整数据的给定应用程序的模型的精度和可靠性的总分,其中系统可以接收一个或多个数据集,并分类。 通过将加权分类组件值应用于每个数据集的分类组件分数来确定每个数据集的最终组件分数。 如果系统确定该组数据集中至少有一个不完整或丢失的数据集,则系统确定最终组件分数,并通过聚合每个完整数据集的最终组件分数和每个不完整的最终组件分数来确定总分数 或丢失数据集。

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