Invention Grant
US07734645B2 Computerized method, system and program product for generating a data mining model
失效
用于生成数据挖掘模型的计算机化方法,系统和程序产品
- Patent Title: Computerized method, system and program product for generating a data mining model
- Patent Title (中): 用于生成数据挖掘模型的计算机化方法,系统和程序产品
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Application No.: US11923862Application Date: 2007-10-25
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Publication No.: US07734645B2Publication Date: 2010-06-08
- Inventor: Feng-wei Chen Russell , Ameet M. Kini , John A. Medicke, Jr. , Betsy M. Plunket , Ashish Sureka
- Applicant: Feng-wei Chen Russell , Ameet M. Kini , John A. Medicke, Jr. , Betsy M. Plunket , Ashish Sureka
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Main IPC: G06F7/00
- IPC: G06F7/00 ; G06F17/00

Abstract:
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.
Public/Granted literature
- US20080046426A1 COMPUTERIZED METHOD, SYSTEM AND PROGRAM PRODUCT FOR GENERATING A DATA MINING MODEL Public/Granted day:2008-02-21
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