公开(公告)号：US12159240B2

公开(公告)日：2024-12-03

申请号：US17233600

申请日：2021-04-19

Applicant: BUSINESS OBJECTS SOFTWARE LTD.

Inventor： Jacques Doan Huu ,  Elouan Argouarch

IPC: G06N5/04 ,  G06N20/00

Abstract: Provided is a system and method which decomposes a predicted output signal of a time-series forecasting model into a plurality of sub signals that correspond to a plurality of components, and determines and displays a global contribution of each component. In one example, the method may include iteratively predicting an output signal of a time-series data value via execution of a time-series model, decomposing the predicted output signal into a plurality of component signals corresponding to a plurality of components of the time-series machine learning algorithm, respectively, and displaying the plurality of global values via a user interface.