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Method for generating predictive models in a computer system

Patent 5692107 Issued on November 25, 1997. Estimated Expiration Date: Icon_subject September 20, 2016. Estimated Expiration Date is calculated based on simple USPTO term provisions. It does not account for terminal disclaimers, term adjustments, failure to pay maintenance fees, or other factors which might affect the term of a patent.

Inventors

Assignee

Application

No. 718226 filed on 09/20/1996

US Classes:

706/12, MACHINE LEARNING706/45KNOWLEDGE PROCESSING SYSTEM

Examiners

Primary: Hafiz, Tariq R.

Attorney, Agent or Firm

International Class

G06F 015/18

Abstract

Data mining system including a user interface 102, a plurality of data sources 114, at least one top-down data analysis module 104 and at least one bottom-up data analysis module 104' in cooperative communication with each other and with the user interface 102, and a server processor 106 in communication with the data sources 114 and with the data analysis modules 104, 104'. Data mining method involving the integration of top-down and bottom-up data mining techniques to extract 208 predictive models from a data source 114. A data source 114 is selected 200 and used to construct 202 a target data set 108. A data analysis module is selected 203 and module specific parameters are set 205. The selected data analysis module is applied 206 to the target data set based on the set parameters. Finally, predictive models are extracted 208 based on the target data set 108.

Other References

  • Kaufman, K., R. Michalski, and L. Kerschberg. "Mining for Knowledge in Databases: Goals and General Description of the INLEN System." Knowledge Discovery in Databases. eds, G. Pietetsky-Shapiro and W. Frawley. AAAI/MIT 1991
  • Miller, David B. "Classic Cliches". Midrange Systems, Mar. 23, 1993 v6 n6 p. 39(2)
  • Szladow, A. "Rough Sets Working with imperfect data". AI Expert Jul. 1993 v8 n7 p. 36(6)
  • Petrovsky, M. "How's your Business IQ?" HP Professional Feb. 1993 v7 n2 p. 42(3
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