公开(公告)号：WO2021262381A1

公开(公告)日：2021-12-30

申请号：PCT/US2021/034388

申请日：2021-05-27

Applicant: INTUIT INC.

Inventor： LESNER, Christopher Z. ,  RAN, Alexander S. ,  COOPER, Kristin

IPC: G06Q40/00 ,  G06Q40/02 ,  G06N20/00 ,  G06Q40/12

Abstract: Aspects of the present disclosure provide techniques for training a machine learning model. Embodiments include determining a set of unlabeled user transaction records associated with a user. Embodiments include selecting a first unlabeled user transaction record associated with a first vendor from the set of unlabeled user transaction records based on a transaction record prioritization scheme. Embodiments include presenting the first unlabeled user transaction record to the user in a label query. Embodiments include receiving, from the user in response to the label query, a label of a first account for the first unlabeled user transaction record. Embodiments include selecting a second unlabeled user transaction record associated with a second vendor from the set of unlabeled user transaction records based on: the transaction record prioritization scheme, and a determination that the second vendor is least likely to be categorized by the user in the first account.