Invention Grant
- Patent Title: Artificial intelligence system providing interactive model interpretation and enhancement tools
-
Application No.: US16742746Application Date: 2020-01-14
-
Publication No.: US11669753B1Publication Date: 2023-06-06
- Inventor: Shikhar Gupta , Shriram Venkataramana , Sri Kaushik Pavani , Sunny Dasgupta
- Applicant: Amazon Technologies, Inc.
- Applicant Address: US WA Seattle
- Assignee: Amazon Technologies, Inc.
- Current Assignee: Amazon Technologies, Inc.
- Current Assignee Address: US WA Seattle
- Agency: Kowert, Hood, Munyon, Rankin & Goetzel, P.C.
- Agent Robert C. Kowert
- Main IPC: G06F7/00
- IPC: G06F7/00 ; G06N5/04 ; G06N20/00 ; G06F16/28
Abstract:
An interactive interpretation session with respect to a first version of a machine learning model is initiated. In the session, indications of factors contributing to a prediction decision are provided, as well indications of candidate model enhancement actions. In response to received input, an enhancement action is implemented to obtain a second version of the model. The second version of the model is stored.
Information query
