US Patent Issued to Stripe on May 19 for "Random forest rule generator" (California, Washington Inventors)

ALEXANDRIA, Va., May 19 -- United States Patent no. 12,632,743, issued on May 19, was assigned to Stripe LLC (South San Francisco, Calif.).

"Random forest rule generator" was invented by Ariel David Sagalovsky (San Francisco) and Chiranth Manjunath Hegde (Seattle).

According to the abstract* released by the U.S. Patent & Trademark Office: "In an example embodiment, a random forest machine learning algorithm is used to create and/or identify rules to apply to an individual entity in a computer system that has a plurality of entities, each with a number of rules. More precisely, rule predicates are used as features of a random forest model built to predict a particular outcome (e.g., a transaction that is fraudulent). Hyperparameters of the...