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Computer implemented system for automating the generation of a business decision analytic model

机译:自动执行业务决策分析模型的计算机实现的系统

摘要

The present invention envisages a system and method for automating the generation of business decision analytic models. The system uses a plurality of predictor variables stored in a plurality of data sets, to automatically create a business decision analytic model. The system includes a processor configured to process the data sets and determine the total number of records present in each of the data sets and the number of columns containing only numerical values. The processor selects a column containing only numerical values, from a dataset under consideration, and counts the number of unique numerical values in the selected column, and the total number of records present in the selected column. The two counts are compared and the selected column is transformed using a non-linear transformation to obtain a column of transformed values. The transformed values and corresponding time stamps are utilized for the purpose of model generation.
机译:本发明设想了一种用于自动生成业务决策分析模型的系统和方法。该系统使用存储在多个数据集中的多个预测变量来自动创建业务决策分析模型。该系统包括处理器,该处理器配置为处理数据集并确定每个数据集中存在的记录总数以及仅包含数值的列数。处理器从所考虑的数据集中选择仅包含数值的列,并计算所选列中唯一数值的数量以及所选列中存在的记录总数。比较这两个计数,并使用非线性变换对选定的列进行变换以获得一列已变换的值。转换后的值和相应的时间戳用于生成模型。

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