公开(公告)号：US20250094853A1

公开(公告)日：2025-03-20

申请号：US16917624

申请日：2020-06-30

Applicant: Stripe, Inc.

Inventor： Tianshi Zhu ,  Erik Osheim ,  Thomas Switzer ,  Stephanie Bian ,  David Abrahams ,  Susan Tu ,  Patrick Boykin

IPC: G06N20/00 ,  G06Q30/0202

Abstract: A machine learning framework and method for using the same are described. In one embodiment, the method for processing data with a machine learning framework comprises creating a plurality of features as independent features, each feature of the plurality features being based on one or more events that model a plurality of records related to payment processing information, creating a final feature that groups the plurality of features together, such that each feature of the plurality of features represents a sub-feature of the final feature, compiling the plurality of features and the final feature, computing, using a computing platform, each of the plurality of features as a separate job, including sending network related communications to access the payment processing information from one or more remote storage locations, and computing, using a computing platform, the final feature separately from computing the plurality of features, including grouping results of running each of the plurality of features together.