公开(公告)号：US20210406779A1

公开(公告)日：2021-12-30

申请号：US16913054

申请日：2020-06-26

Applicant: Facebook, Inc.

Inventor： Luhui Hu ,  Yinglong Xia

IPC: G06N20/20 ,  G06N5/02 ,  G06N5/04 ,  G06N3/02

Abstract: In one embodiment, a computing system may receive query information associated with a machine-learning model. The system may access a knowledge graph that defines relationships between a number of machine-learning models and a number of features of the machine-learning models. The system may determine, based on the knowledge graph and the query information, one or more correlation metrics indicating correlations between the machine-learning model and one or more features of the features in the knowledge graph. The system may determine one or more recommended features for the machine-learning model based on the one or more correlation metrics and the one or more features.