Patent ID: 11928562
Assignee: BUSINESS OBJECTS SOFTWARE LTD
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A method according to claim 10, wherein assigning a model region to each of the input training records based on its corresponding feature contribution record comprises:
assigning each feature contribution record to one of a plurality of bins based on the target value associated with its corresponding input training record;
for each bin, generating an aggregated bin record based on each feature contribution record assigned to the bin;
determining a plurality of model regions based on the aggregated bin records, where each region comprises a respective one or more of the plurality of bins;
assigning a model region to each feature contribution record based on the model region comprising the bin to which the feature contribution record is assigned; and
assigning a model region to each of the input training records based on a model region assigned to its corresponding feature contribution record.