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US Patent 8370280 Combining predictive models in predictive analytical modeling

Patent 8370280 was granted and assigned to Google on February, 2013 by the United States Patent and Trademark Office.

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Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent

Patent attributes

Current Assignee
Google
Google
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
8370280
Patent Inventor Names
Wei-Hao Lin18
Gideon S. Mann18
Robert Kaplow18
Travis H. Green18
Gang Fu18
Date of Patent
February 5, 2013
Patent Application Number
13252063
Date Filed
October 3, 2011
Patent Citations Received
‌
US Patent 12073298 Machine learning service
1
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US Patent 11922329 Systems for second-order predictive data analytics, and related methods and apparatus
2
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US Patent 11967418 Scalable and traceable healthcare analytics management
3
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US Patent 11972363 Predictive model importation
4
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US Patent 11989626 Generating performance predictions with uncertainty intervals
5
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US Patent 11995521 Cross-model score normalization
6
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US Patent 12020132 Evolved machine learning models
7
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8
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Patent Primary Examiner
‌
Kakali Chaki
Patent abstract

A method can include the actions of: receiving a feature vector, the feature vector including one or more elements; identifying an element type for each of the one or more elements; selecting, from a set of predictive models, a subset of one or more predictive models based on the element types and one or more performance indicators associated with each predictive model in the set of predictive models; processing the feature vector using the subset of predictive models, each predictive model of the subset of predictive models generating an output based on the feature vector to provide a plurality of outputs; and generating a final output based on the plurality of outputs. Other embodiments may include corresponding systems, apparatus, and computer program products for executing the method.

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