- 专利标题： Model quality and related models using provenance data
-
申请号： US16419116申请日： 2019-05-22
-
公开(公告)号： US11205138B2公开(公告)日： 2021-12-21
- 发明人: Samiulla Zakir Hussain Shaikh , Himanshu Gupta , Rajmohan Chandrahasan , Sameep Mehta , Manish Anand Bhide
- 申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
- 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
- 代理商 Caleb D. Wilkes
- 主分类号： G06N20/00
- IPC分类号： G06N20/00
摘要：
A method, computer system, and a computer program product for utilizing provenance data to improve machine learning is provided. Embodiments of the present invention may include collecting provenance data. Embodiments of the present invention may include identifying model quality improvements based on the collected provenance data. Embodiments of the present invention may include identifying related models based on the collected provenance data. Embodiments of the present invention may include recommending model quality improvements to a user.
公开/授权文献
- US20200372398A1 MODEL QUALITY AND RELATED MODELS USING PROVENANCE DATA 公开/授权日：2020-11-26
信息查询
