Method and system for sample data selection to test and train predictive algorithms of customer behavior
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United States of America Patent
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Jul 18, 2006
Grant Date -
Nov 14, 2002
app pub date -
Apr 19, 2001
filing date -
Apr 19, 2001
priority date (Note) -
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status (Latency Note)
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Abstract
A method and system for sample data selection to test and train predictive algorithm of customer behavior are provided. The method and system generate frequency distributions of a customer database data set, training data set and testing data set and compare the frequency distributions of geographical characteristics to determine if there are discrepancies. If the discrepancies are above a predetermined tolerance, one or more of the data sets may not be representative of the customer database taking into account geographical influences on customer behavior. Thus, recommendations for improving the training data set and/or testing data set are then provided such that the data set is more representative of the customer database. In this way, 'nuggeting' of customers is accounted for in the training and/or testing data sets.
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