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Distributed scalable incrementally updated models in decisioning systems

  • US 8,620,840 B2
  • Filed: 07/18/2012
  • Issued: 12/31/2013
  • Est. Priority Date: 07/19/2011
  • Status: Active Grant
First Claim
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1. At least one non-transitory computer-readable medium storing thereon computer-readable instructions for performing a method, comprising:

  • obtaining weight information indicating two or more sets of delta values, each set of delta values including a delta value for each weight in a set of weights, the set of weights including a weight for each of a set of one or more parameters of a model;

    generating a combined set of delta values based, at least in part, upon each of the two or more sets of delta values; and

    generating a combined set of weights or providing the combined set of delta values for use in generating the combined set of weights, the combined set of weights being generated based, at least in part, upon the set of weights and the combined set of delta values,wherein the obtained weight information further comprises two or more sets of counts, where each of the two or more sets of counts includes a count for each weight in the set of weights, wherein the count indicates a number of times the weight has been changed by a corresponding decisioning module during a period of time;

    wherein the combined set of delta values is generated based, at least in part, upon each of the two or more sets of delta values and the two or more sets of counts.

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