
基本信息:
- 专利标题: System and Method for Adjusting a Model
- 申请号:US17893348 申请日:2022-08-23
- 公开(公告)号:US20230060452A1 公开(公告)日:2023-03-02
- 发明人: Nuri Vinod Purswani Ramchandani , Ajit Vilasrao Patil , Shuang Xia , Shrey Nautiyal , Neil O. Rubens , Amir Shareghi Najar , Hasan Al-Madfai , Suresh Krishna Vaidyanathan
- 申请人: Visa International Service Association
- 申请人地址: US
- 专利权人: Visa International Service Association
- 当前专利权人: Visa International Service Association
- 当前专利权人地址: US
- 主分类号: G06Q30/02
- IPC分类号: G06Q30/02 ; G06N5/02
摘要:
Provided is a system, method, and computer program product for adjusting a model. The method includes training or receiving a model based on transaction data for a plurality of account holders, the model configured to classify each individual of the plurality of account holders, segmenting each individual of at least a portion of account holders of the plurality of account holders into at least one subgroup of a plurality of subgroups, separately executing the model for each subgroup of the plurality of subgroups by inputting, into the model, a portion of the transaction data associated with individuals in each subgroup, comparing a plurality of outputs of the model resulting from the separate execution of the model for each subgroup of the plurality of subgroups, and adjusting the model based on at least one differential between the plurality of outputs.