发明授权
- 专利标题: Computerized method, system and program product for generating a data mining model
-
申请号: US11923853申请日: 2007-10-25
-
公开(公告)号: US07739297B2公开(公告)日: 2010-06-15
- 发明人: Feng-wei Chen Russell , Ameet M. Kini , John A. Medicke, Jr. , Betsy M. Plunket , Ashish Sureka
- 申请人: Feng-wei Chen Russell , Ameet M. Kini , John A. Medicke, Jr. , Betsy M. Plunket , Ashish Sureka
- 申请人地址: US NY Armonk
- 专利权人: International Business Machines Corporation
- 当前专利权人: International Business Machines Corporation
- 当前专利权人地址: US NY Armonk
- 主分类号: G06F7/00
- IPC分类号: G06F7/00 ; G06F17/00
摘要:
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.
公开/授权文献
信息查询