18895464. MODEL GENERATION METHOD AND INFORMATION PROCESSING APPARATUS (Fujitsu Limited)
MODEL GENERATION METHOD AND INFORMATION PROCESSING APPARATUS
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MODEL GENERATION METHOD AND INFORMATION PROCESSING APPARATUS
This abstract first appeared for US patent application 18895464 titled 'MODEL GENERATION METHOD AND INFORMATION PROCESSING APPARATUS
Original Abstract Submitted
A computer obtains first feature data indicating a plurality of first feature values corresponding to a plurality of options and history data associating the value of an attribute of a person with a choice result of the person. The computer generates, for each of a plurality of classes with different standard options specified from a plurality of options, second feature data indicating a plurality of second feature values obtained by converting the first feature values using the first feature value of the standard option. The computer generates a prediction model including a plurality of first models that are respectively for the classes and that each calculate a prediction result of predicting choice behavior and a second model that calculates a result of classification into the classes on the basis of a value of the attribute, using the history data and the second feature value data generated for each class.
