Patent ID: 6879971
Filing Date: 2005-04-12
Classification: G06N,Y10S

Abstract:
1. A method for determining an output value having a known relationship to an input value with a predicted value that has errors associated therewith, comprising the steps of: training a predictive model with at least one known output for a given set of inputs that exist in a finite dataset which at least one known output has a fixed and defined relationship to each of the inputs within the given set of inputs such that each and all of the inputs has a direct effect on the at least one known output; inputting input data to the predictive model that is within the set of given inputs and such that there is data provided for each input; and predicting an output from the predictive model that corresponds to the given input or inputs that corresponds to the input data such that a predicted output value will be obtained which will have associated therewith the errors of the predictive model as compared to the actual fixed and defined relationship between the inputs and the at least one known output.