COMBINING PREDICTIVE MODELS IN PREDICTIVE ANALYTICAL MODELING

Patent №

US 8,370,280

Granted

2013-02-05

Filed 2011

Owner

GOOGLE INC.

AI components

6

ml · nlp · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13252063

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.

AI classification

AI hardware1.00
Machine learning1.00
Natural language1.00
Planning1.00
Knowledge representation0.99
Evolutionary computation0.90
Vision0.09
Speech0.00

Ownership

GOOGLE INC.

assignment · 271250389

Assignors

LIN, WEI-HAO, GREEN, TRAVIS H., KAPLOW, ROBERT, FU, GANG, MANN, GIDEON S.

On an employer assignment, the assignors are typically the inventors.

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