发明名称 |
AUTOMATED PREDICTIVE MODELING OF BUSINESS FUTURE EVENTS BASED ON HISTORICAL DATA |
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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申请公布号 |
US2010198762(A1) |
申请公布日期 |
2010.08.05 |
申请号 |
US20100756147 |
申请日期 |
2010.04.07 |
申请人 |
AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY,INC. |
发明人 |
CHAUDHURY JAYATU SEN;GUPTA AMBER;SAHU PRASANTA;CHOUDHURI TIRTHANKAR |
分类号 |
G06F15/18;G06N5/02 |
主分类号 |
G06F15/18 |
代理机构 |
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代理人 |
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地址 |
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