Invention Grant
- Patent Title: Combining predictive models in predictive analytical modeling
- Patent Title (中): 将预测模型结合在预测分析建模中
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Application No.: US13252063Application Date: 2011-10-03
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Publication No.: US08370280B1Publication Date: 2013-02-05
- Inventor: Wei-Hao Lin , Travis H. Green , Robert Kaplow , Gang Fu , Gideon S. Mann
- Applicant: Wei-Hao Lin , Travis H. Green , Robert Kaplow , Gang Fu , Gideon S. Mann
- Applicant Address: US CA Mountain View
- Assignee: Google Inc.
- Current Assignee: Google Inc.
- Current Assignee Address: US CA Mountain View
- Agency: Fish & Richardson P.C.
- Main IPC: G06F15/18
- IPC: G06F15/18

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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