公开(公告)号：US20230177408A1

公开(公告)日：2023-06-08

申请号：US18075723

申请日：2022-12-06

Applicant: X Development LLC

Inventor： Akshina Gupta ,  Eliot Julien Cowan

IPC: G06N20/20

CPC classification number: G06N20/20

Abstract: Methods, systems, and apparatus for obtaining a first plurality of data elements, each data element representing a fire-related metric of a geographic region, determining, using at least a subset of the first data elements, one or more values representing one or more derived fire-related metrics, associating the one or more values with the first data elements, obtaining a second plurality of data elements, each data element representing a fire-related metric of the geographic region, and training a machine learning (ML) model using at least a subset of the first plurality of data elements, at least a subset of the second plurality of data elements, and values associated with the subset of the first plurality of data elements to provide a trained ML model.