公开(公告)号：US20220230024A1

公开(公告)日：2022-07-21

申请号：US17153852

申请日：2021-01-20

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： CHAITRA KALLIANPUR ,  Kalapriya Kannan ,  Suparna Bhattacharya

IPC: G06K9/62 ,  G06N20/00

Abstract: Systems and methods are provided for reusing machine learning models. For example, the applicability of prior models may be compared using one or more assessment values, including a similarity threshold and/or an accuracy threshold. The similarity threshold may identify a similarity of data between a first data set used to generate a first model and a new data set that is received by the system. When the similarity between these two data sets is exceeded, the system may reuse a model with the highest similarity value. When an accuracy value of the data set does not exceed an accuracy threshold, the system may initiate a retraining process to generate a second ML model associated with the second data.