COMPUTERIZED METHOD, SYSTEM AND PROGRAM PRODUCT FOR GENERATING A DATA MINING MODEL

Patent №

US 7,349,919

Granted

2008-03-25

Filed 2003

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10719820

A computerized method, system and program product for generating a data mining model. A user can provide objectives for the model and sample data to train, validate, and test the model. A rules system can automatically select a set of algorithms based on the objectives and/or sample data. A plurality of datasets can also be created from the sample data. Using the datasets, the set of algorithms can be optimized for the particular data on which it is intended to be used. The data mining model can then be generated from the optimized set of algorithms.

AI classification

Planning1.00
Machine learning1.00
Knowledge representation1.00
Evolutionary computation0.99
AI hardware0.94
Vision0.27
Natural language0.18
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 147460515

Assignors

RUSSELL, FENG-WEI CHEN, KINI, AMEET M., MEDICKE, JOHN A., PLUNKET, BETSY M., SUREKA, ASHISH

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

From the same owner

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