Automatic Modeling Farmer

Patent №

US 9,779,187

Granted

2017-10-03

Filed 2014

Owner

FAIR ISAAC CORPORATION

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14468724

Data can be accessed from a plurality of disparate data sources from at least one database. A plurality of test models can be automatically built by a model building engine. Each test model can have predetermined predictive variables. A final set of predictive variables can be determined by a variable selector from the predetermined predictive variables in the plurality of test models by comparing the predictive power of the predictive variables across the plurality of test models. A master dataset can be generated from the disparate data sources. A master model can be built from the master dataset. The master model can combine the final set of predictive variables from the plurality of disparate data sources. The master model can characterize a quantitative estimate of the probability that an entity will display a defined behavior. Related apparatus, systems, techniques, and articles are also described.

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Natural language1.00
Knowledge representation0.96
Evolutionary computation0.00
Vision0.00
Speech0.00

Ownership

FAIR ISAAC CORPORATION

assignment · 434300919

Assignors

GAO, LU, LACOUNTE, BRENDAN, CHANDRA, RADHA, FRANCO, ERIK, DORNHELM, ETHAN, SHERMAN, JANE

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

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