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Predictive analytic modeling platform

  • US 8,473,431 B1
  • Filed: 05/18/2010
  • Issued: 06/25/2013
  • Est. Priority Date: 05/14/2010
  • Status: Active Grant
First Claim
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1. A system comprising:

  • one or more computers;

    one or more data storage devices coupled to the one or more computers;

    the one or more data storage devices storing a repository of training functions and further storing instructions that, when executed by the one or more computers, cause the one or more computers to perform operations comprising;

    receiving over a network predictive modeling training data from a client computing system;

    using the training data and a plurality of training functions obtained from the repository to train a plurality of predictive models, wherein the plurality of training functions includes two or more training functions for training predictive models of a same type, and wherein predictive models of the same type are trained with different hyper-parameter configurations;

    generating a score for each of the plurality of trained predictive models, where each score represents an estimation of the effectiveness of the respective trained predictive model;

    selecting a first trained predictive model from among the plurality of trained predictive models based on the generated scores; and

    providing access to the first trained predictive model over the network.

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