公开(公告)号：US20240152769A1

公开(公告)日：2024-05-09

申请号：US18050607

申请日：2022-10-28

Applicant: ADOBE INC.

Inventor： Ryan A. Rossi ,  Kanak Mahadik ,  Mustafa Abdallah ElHosiny Abdallah ,  Sungchul Kim ,  Handong Zhao

IPC: G06N3/0985 ,  G06Q10/04

CPC classification number: G06N3/0985 ,  G06Q10/04

Abstract: Systems and methods for automatic forecasting are described. Embodiments of the present disclosure receive a time-series dataset; compute a time-series meta-feature vector based on the time-series dataset; generate a performance score for a forecasting model using a meta-learner machine learning model that takes the time-series meta-feature vector as input; select the forecasting model from a plurality of forecasting models based on the performance score; and generate predicted time-series data based on the time-series dataset using the selected forecasting model.