Invention Grant
- Patent Title: Classification accuracy estimation
-
Application No.: US14749554Application Date: 2015-06-24
-
Publication No.: US10726060B1Publication Date: 2020-07-28
- Inventor: Archiman Dutta , Shoubhik Bhattacharya , Subhadeep Chakraborty , Deepak Kumar Nayak , Nathan Rose , Avik Sinha
- 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: Thorpe North & Western, LLP.
- Main IPC: G06F16/35
- IPC: G06F16/35 ; G06Q30/06 ; G06N20/00 ; G06F16/28

Abstract:
A technology for determining accuracy estimates for classifications used in an electronic catalog. In one example, classifications for product groupings included in an electronic catalog may be updated as a result of the classifications inaccurately representing products included in the product groupings. The electronic catalog of products may be grouped into a plurality of product groupings using classifications. Classifications of product groupings that inaccurately represent products included in the product grouping may be updated with suggested classifications. Update metrics for updates made to the grouping classifications may be collected and the update metrics may be used to calculate an accuracy estimate for the classifications used in the electronic catalog.
Information query