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US 2014/0279742 A1Published application
Determining an obverse weight
AssigneeHewlett-Packard Development Company, L.P.
InventorGeorge Forman
Life of this patent
Estimating the term…
Abstract
A technique for determining an obverse weight. A set of cases can be divided into bins. An obverse weight for a bin can be determined based on an importance weight of the bin and a variance of an error estimate of the bin.
Claims18
A method, comprising:
- defining a plurality of bins;
- dividing a set of labeled cases into the plurality of bins;
- and
- determining an obverse weight for a bin of the plurality of bins based on (1) an importance weight of the bin and (2) a variance of an error estimate of a classifier on the set of labeled cases in the bin.
1 more element
A system, comprising:
- a binning module to divide a set of cases into a plurality of bins;
- an obverse weight module to determine an obverse weight of each bin of the plurality of bins based on an importance weight of the bin and a variance of an error estimate of the bin;
- and
- a selection module to select for labeling a case from one of the plurality of bins based on the obverse weights of the plurality of bins.
1 more element
A non-transitory computer readable storage medium storing instructions that, when executed by a processor, cause a computer to:
- divide a set of cases into a plurality of bins;
- and
- determine an obverse weight for a bin of the plurality of bins based on an importance weight of the bin and a variance of an error estimate of the bin.
Dependencies are inferred from the claim text.