WO2005106656A3 - Predictive modeling - Google Patents

Predictive modeling Download PDF

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Publication number
WO2005106656A3
WO2005106656A3 PCT/US2005/011749 US2005011749W WO2005106656A3 WO 2005106656 A3 WO2005106656 A3 WO 2005106656A3 US 2005011749 W US2005011749 W US 2005011749W WO 2005106656 A3 WO2005106656 A3 WO 2005106656A3
Authority
WO
WIPO (PCT)
Prior art keywords
model
generation
predictive modeling
model generation
user
Prior art date
Application number
PCT/US2005/011749
Other languages
French (fr)
Other versions
WO2005106656A2 (en
Inventor
Stephen K Pinto
Richard Mansfield
Marc Jacobs
Donald Rubin
Original Assignee
Fortelligent Inc
Stephen K Pinto
Richard Mansfield
Marc Jacobs
Donald Rubin
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from US10/826,630 external-priority patent/US7933762B2/en
Priority claimed from US10/826,453 external-priority patent/US7725300B2/en
Priority claimed from US10/826,947 external-priority patent/US8170841B2/en
Priority claimed from US10/826,950 external-priority patent/US7730003B2/en
Priority claimed from US10/826,452 external-priority patent/US7562058B2/en
Priority claimed from US10/826,624 external-priority patent/US7499897B2/en
Priority claimed from US10/826,949 external-priority patent/US8165853B2/en
Priority claimed from US10/826,711 external-priority patent/US20050234761A1/en
Application filed by Fortelligent Inc, Stephen K Pinto, Richard Mansfield, Marc Jacobs, Donald Rubin filed Critical Fortelligent Inc
Publication of WO2005106656A2 publication Critical patent/WO2005106656A2/en
Publication of WO2005106656A3 publication Critical patent/WO2005106656A3/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders

Abstract

Models are generated using a variety of tools and features of a model generation platform. For example, in connection with a project in which a user generates a predictive model based on historical data about a system being modeled, the user is provided through a graphical user interface a structured sequence of model generation activities to be followed, the sequence including dimension reduction, model generation, model process validation, and model re-generation.
PCT/US2005/011749 2004-04-16 2005-04-07 Predictive modeling WO2005106656A2 (en)

Applications Claiming Priority (16)

Application Number Priority Date Filing Date Title
US10/826,947 2004-04-16
US10/826,453 2004-04-16
US10/826,630 US7933762B2 (en) 2004-04-16 2004-04-16 Predictive model generation
US10/826,453 US7725300B2 (en) 2004-04-16 2004-04-16 Target profiling in predictive modeling
US10/826,947 US8170841B2 (en) 2004-04-16 2004-04-16 Predictive model validation
US10/826,950 US7730003B2 (en) 2004-04-16 2004-04-16 Predictive model augmentation by variable transformation
US10/826,452 US7562058B2 (en) 2004-04-16 2004-04-16 Predictive model management using a re-entrant process
US10/826,711 2004-04-16
US10/826,624 US7499897B2 (en) 2004-04-16 2004-04-16 Predictive model variable management
US10/826,949 2004-04-16
US10/826,452 2004-04-16
US10/826,630 2004-04-16
US10/826,950 2004-04-16
US10/826,624 2004-04-16
US10/826,949 US8165853B2 (en) 2004-04-16 2004-04-16 Dimension reduction in predictive model development
US10/826,711 US20050234761A1 (en) 2004-04-16 2004-04-16 Predictive model development

Publications (2)

Publication Number Publication Date
WO2005106656A2 WO2005106656A2 (en) 2005-11-10
WO2005106656A3 true WO2005106656A3 (en) 2006-12-28

Family

ID=35266997

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2005/011749 WO2005106656A2 (en) 2004-04-16 2005-04-07 Predictive modeling

Country Status (1)

Country Link
WO (1) WO2005106656A2 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102555174B1 (en) 2018-11-14 2023-07-12 에이에스엠엘 네델란즈 비.브이. Training data acquisition method for training a model of semiconductor manufacturing process

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8165853B2 (en) 2004-04-16 2012-04-24 Knowledgebase Marketing, Inc. Dimension reduction in predictive model development
US7562058B2 (en) 2004-04-16 2009-07-14 Fortelligent, Inc. Predictive model management using a re-entrant process
US7499897B2 (en) 2004-04-16 2009-03-03 Fortelligent, Inc. Predictive model variable management
US7730003B2 (en) 2004-04-16 2010-06-01 Fortelligent, Inc. Predictive model augmentation by variable transformation
WO2018217635A1 (en) * 2017-05-20 2018-11-29 Google Llc Application development platform and software development kits that provide comprehensive machine learning services
TWI639925B (en) * 2017-08-28 2018-11-01 Powerchip Technology Corporation Statistical method from mutiple variables to calculate productivity, to obtain priority and to optimize arrangement
CN111340361B (en) * 2020-02-25 2023-04-28 武汉轻工大学 Data-driven model analysis method and device for solving yellow wine raw material index range
CN116187094B (en) * 2023-04-18 2023-07-04 中国标准化研究院 Quality work prediction system based on real-time analysis of working conditions
CN117094184B (en) * 2023-10-19 2024-01-26 上海数字治理研究院有限公司 Modeling method, system and medium of risk prediction model based on intranet platform

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2002019061A2 (en) * 2000-08-31 2002-03-07 Marketswitch Corporation Method and apparatus for determining a prepayment score for an individual applicant
US6430539B1 (en) * 1999-05-06 2002-08-06 Hnc Software Predictive modeling of consumer financial behavior
WO2003005232A2 (en) * 2001-07-06 2003-01-16 Angoss Software Corporation A method and system for the visual presentation of data mining models
US6879971B1 (en) * 1995-12-22 2005-04-12 Pavilion Technologies, Inc. Automated method for building a model
US6954758B1 (en) * 2000-06-30 2005-10-11 Ncr Corporation Building predictive models within interactive business analysis processes
US7043461B2 (en) * 2001-01-19 2006-05-09 Genalytics, Inc. Process and system for developing a predictive model
US7047251B2 (en) * 2002-11-22 2006-05-16 Accenture Global Services, Gmbh Standardized customer application and record for inputting customer data into analytic models

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6879971B1 (en) * 1995-12-22 2005-04-12 Pavilion Technologies, Inc. Automated method for building a model
US6430539B1 (en) * 1999-05-06 2002-08-06 Hnc Software Predictive modeling of consumer financial behavior
US6954758B1 (en) * 2000-06-30 2005-10-11 Ncr Corporation Building predictive models within interactive business analysis processes
WO2002019061A2 (en) * 2000-08-31 2002-03-07 Marketswitch Corporation Method and apparatus for determining a prepayment score for an individual applicant
US7043461B2 (en) * 2001-01-19 2006-05-09 Genalytics, Inc. Process and system for developing a predictive model
WO2003005232A2 (en) * 2001-07-06 2003-01-16 Angoss Software Corporation A method and system for the visual presentation of data mining models
US7047251B2 (en) * 2002-11-22 2006-05-16 Accenture Global Services, Gmbh Standardized customer application and record for inputting customer data into analytic models

Non-Patent Citations (6)

* Cited by examiner, † Cited by third party
Title
ANGUS J.: "Enterprise Miner 5.1 Digs into Data", INFORWORLD, vol. 26, no. 32, 9 August 2004 (2004-08-09), pages 22 - 23 *
CABENA P. ET AL.: "Intelligent Miner for Data Applications Guide, IBM Redbook, SG24-5252-00", March 1999, pages: 9 - 17 *
CHAPMAN ET AL.: "CRISP-DM 1.0 Step-by-Step data mining guide", August 2000 (2000-08-01), pages 27 - 31, AND 53 - 59, AND 71 - 79 *
HARRISON H.C.: "An Intelligent Business Forecasting System", ACM, May 1993 (1993-05-01), pages 229 - 236 *
HAUGHTON ET AL.: "A review of software packages for data mining", THE AMERICAN STATISTICIAN, vol. 57, no. 5, November 2003 (2003-11-01), pages 290 - 309 *
LITTLE R.J.A. ET AL.: "Statistical Analysis with Missing Data", 2002, WILEY-INTERSCIENCE, ISBN: 0-471-18386-5, pages: 19 - 21 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102555174B1 (en) 2018-11-14 2023-07-12 에이에스엠엘 네델란즈 비.브이. Training data acquisition method for training a model of semiconductor manufacturing process

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Publication number Publication date
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