公开(公告)号：US20240378487A1

公开(公告)日：2024-11-14

申请号：US18313636

申请日：2023-05-08

Applicant: GM Global Technology Operations LLC

Inventor： Chuan Li ,  Fan Bai ,  Wardah Jaleel Khan ,  Douglas C. Martin

IPC: G06N20/00

Abstract: A method for training a machine learning algorithm includes performing at least one exploratory training session of the machine learning algorithm using an input data set. The input data set includes a first plurality of input data samples. The method further includes dividing the input data set into a plurality of input data categories. The method further includes determining a regression curve equation for each of the plurality of input data categories based at least in part on the at least one exploratory training session. The method further includes collecting a second plurality of input data samples based at least in part on the regression curve equation for each of the plurality of input data categories. The method further includes training the machine learning algorithm using the second plurality of input data samples and the input data set.