公开(公告)号：US20240330692A1

公开(公告)日：2024-10-03

申请号：US18612257

申请日：2024-03-21

Applicant: STMicroelectronics International N. V.

Inventor： He Huang ,  Basile Wolfrom

IPC: G06N3/09

CPC classification number: G06N3/09

Abstract: According to one aspect, a method for searching, using a computer, for an optimal combination of hyperparameters allows an automatic learning model to be defined. The method includes several hyperparameter combination tests, each hyperparameter combination test including cross-validation, using a validation data set, the cross-validation defining several performance tests, each hyperparameter combination test being stopped if a performance test score is lower than a best score, the cross-validation further including updating the best score when all of the performance scores computed for this cross-validation are higher than the best score, the updated best score then corresponding to the lowest performance score from among the set of performance scores computed for this cross-validation.