AUTOMATIC MODEL MONITORING FOR DATA STREAMS

专利名称：AUTOMATIC MODEL MONITORING FOR

DATA STREAMS

发明人：SAMPAIO, Marco, Oliveira Pena,PINTO,

Fabio, Hernani Dos Santos Costa,BIZARRO,Pedro, Gustavo Santos Rodrigues,SILVA,Pedro, Cardoso Lessa e,RUELA, Ana,Margarida Caetano,ARAUJO, Miguel, Ramosde,DIEGUES, Nuno, Muguel Lourenco

申请号：EP20806162.2申请日：20200422公开号：EP3888023A1公开日：20211006

摘要：In an embodiment, a process for automatic model monitoring for data streamsincludes receiving an input dataset, using a machine learning model to determine a modelscore for each data record of at least a portion of the input dataset, and determiningmonitoring values. Each monitoring value is associated with a measure of similaritybetween model scores for those data records of the input dataset within a

corresponding moving reference window and model scores for those data records of theinput dataset within a corresponding moving target window. The process includesoutputting the determined monitoring values.

申请人：Feedzai - Consultadoria e Inovação Tecnológica, S.A.

地址：Rua Pedro Nunes - IPN 3030-199 Coimbra PT

国籍：PT

代理机构：Patentree

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