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Generalized segmentation method for estimation/optimization problem

  • US 20020188579A1
  • Filed: 05/10/2001
  • Published: 12/12/2002
  • Est. Priority Date: 05/10/2001
  • Status: Active Grant
First Claim
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1. A method for action selection based upon an objective of an outcome relative to a subject, said method comprising the steps of:

  • a) acquiring and storing a training set, said training set an existent database of information, wherein said information are attributes of said subject, wherein said training set is to provide a base of data for said method;

    b) calculating and storing a best behavioral model for predicting said outcome, provided an action is applied to said subject;

    c) mapping of said training set to said best behavioral model within a business metric space, wherein said mapping is subsequently stored;

    d) selecting and storing a random sub-sample of said training set said mapped to said best behavioral model, said random sub-sample for reducing computational requirements when determining an optimized strategy; and

    e) determining and storing said optimized strategy for said random sub-sample, said optimized strategy for providing an optimal action relative to said subject for said objective of said outcome.

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