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Automated predictive modeling of business future events based on transformation of modeling variables
Automated predictive modeling of business future events based on transformation of modeling variables
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机译:基于建模变量转换的业务未来事件的自动化预测建模
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摘要
Predictive models are developed automatically for a plurality of modeling variables. The plurality of modeling variables is transformed, based on a transformation rule. A clustering of the transformed modeling variables is performed to create variable clusters. A set of variables is selected from the variable clusters based on a selection rule. A regression of the set of variables is performed to determine prediction variables. The prediction variables are utilized in developing a predictive model. The development of the predictive model may include modification of the predictive model, review of the plurality of transformations, and validation of the predictive model.
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