公开(公告)号：US20240177162A1

公开(公告)日：2024-05-30

申请号：US18072126

申请日：2022-11-30

Applicant: Stripe, Inc.

Inventor： Isaac MADWED ,  Ryan DRAPEAU

IPC: G06Q20/40

CPC classification number: G06Q20/4016

Abstract: A method and apparatus for generating an ML model may include: generating an ML feature template comprising a first grouping of first ML feature variables and a second grouping of second ML feature variables; generating ML features by combining a respective one of each of the first ML feature variables with a respective one of each of the second ML feature variables; training a first ML model utilizing the ML features and first training data to generate an ML output; analyzing the ML output to determine a prediction accuracy of the ML features; based on the prediction accuracy of the ML features, selecting a subset of the ML features; training a second ML model based on the subset of the ML features and the first training data; and providing a network transaction to the second ML model to generate a classification of the network transaction.