Invention Grant
- Patent Title: Balancing provenance and accuracy tradeoffs in data modeling
- Patent Title (中): 平衡数据建模中的出处和准确性权衡
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Application No.: US14133963Application Date: 2013-12-19
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Publication No.: US09275425B2Publication Date: 2016-03-01
- Inventor: Christian Guttmann , Xing Zhi Sun
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent Reza Sarbakhsh; Louis Percello
- Main IPC: G06F17/00
- IPC: G06F17/00 ; G06N5/02 ; G06Q50/22
Abstract:
Generating a data model may include receiving a raw data set and generating a first repository based on a first set of features of the raw data set, a second repository having a second set of features based on an aggregation of features of the first repository, and a third repository having a third set of features based on the first and second features sets. The data model may be generated based on a tradeoff between accuracy and provenance of the model.
Public/Granted literature
- US20150178622A1 BALANCING PROVENANCE AND ACCURACY TRADEOFFS IN DATA MODELING Public/Granted day:2015-06-25
Information query
