Data processing: artificial intelligence – Neural network – Learning task
Reexamination Certificate
2006-07-18
2006-07-18
Starks, Jr., Wilbert L. (Department: 2129)
Data processing: artificial intelligence
Neural network
Learning task
C706S025000
Reexamination Certificate
active
07080052
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.
REFERENCES:
patent: 5408586 (1995-04-01), Skeirik
patent: 5420786 (1995-05-01), Felthauser et al.
patent: 5461699 (1995-10-01), Arbabi et al.
patent: 5479573 (1995-12-01), Keeler et al.
patent: 5537488 (1996-07-01), Menon et al.
patent: 5781893 (1998-07-01), Felthauser et al.
patent: 6026397 (2000-02-01), Sheppard
patent: 6151601 (2000-11-01), Papierniak et al.
http://www.megaputer.com/html/polyanalyst4.0html;PolyAnalyst 4,Nov. 28, 2000, pp. 1-2.
http://www.megaputer.com/html/mb.html;Memory Based Reasoning Engine,Nov. 28, 2000, pp. 1-2.
http://www.megaputer.com/html/fd.html;Find Dependencies Engine,Nov. 28, 2000, pp. 1-2.
http://www.megaputer.com/html/fc.html;Cluster Engine,Nov. 28, 2000, pp. 1-2.
http://www.megaputer.com/html/pn.html;PolyNet Predictor Engine,Nov. 28, 2000, pp. 1-3.
Formby Betty
International Business Machines - Corporation
Pivnichny John R.
Starks, Jr. Wilbert L.
Yee Duke W.
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