SYSTEM AND METHOD FOR AUTOMATICALLY GENERATING AND UPDATING CLASSIFICATION MODELS
卷宗概要
发明人
Yonit MARCUS; Kiran Kumar BATHULA; Ankur PALIWAL
IPC 分类
CPC 分类
A system and method for automatically training a machine learning model may include a computing device; a memory; and a processor, the processor configured to: use of one or more subgroups of decision variables of a first machine learning model to train one or more candidate models; evaluate performance metric of one or more candidate models against the first machine learning model: when the performance metric of one or more candidate models is higher than the performance metric of the first machine learning model, update the first machine learning model to a second machine learning model selected from one or more candidate models.
原文(中文)
A system and method for automatically training a machine learning model may include a computing device; a memory; and a processor, the processor configured to: use of one or more subgroups of decision variables of a first machine learning model to train one or more candidate models; evaluate performance metric of one or more candidate models against the first machine learning model: when the performance metric of one or more candidate models is higher than the performance metric of the first machine learning model, update the first machine learning model to a second machine learning model selected from one or more candidate models.