公开(公告)号：US20240005177A1

公开(公告)日：2024-01-04

申请号：US17810297

申请日：2022-06-30

Applicant: Amazon Technologies, Inc.

Inventor： Adarsh Singh ,  Rajendra Kumar Vippagunta ,  Jitendra Bangani ,  Namita Das ,  Xiufeng Zhao ,  Narayan Agrawal

IPC: G06N5/02

CPC classification number: G06N5/022

Abstract: Monitoring may be performed for time series prediction models. Data to generate a new time series forecast may be received. A determination may be made that the data is associated with a previously generated time series forecast by a machine learning model. Performance metrics may be generated for the machine learning model according to a comparison of the data with the previously generated time series forecast. The performance metrics can then be provided for further analysis and action.