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公开(公告)号:US12061639B2
公开(公告)日:2024-08-13
申请号:US17937190
申请日:2022-09-30
IPC分类号: G06F16/35 , G06F16/332 , G06N20/00
CPC分类号: G06F16/35 , G06F16/3329 , G06N20/00
摘要: Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive data analysis operations. Certain embodiments of the present invention utilize systems, methods, and computer program products that perform predictive data analysis operations by generating a hybrid class for a multi-party communication transcript data object associated with a predictive entity utilizing a hybrid space classification machine learning model, generating a machine learning-based risk score utilizing a hybrid-class-based risk scoring machine learning model, and generating a hierarchical-workflow risk score using a hierarchical risk score adjustment workflow.
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2.
公开(公告)号:US20240111799A1
公开(公告)日:2024-04-04
申请号:US17937190
申请日:2022-09-30
IPC分类号: G06F16/35 , G06F16/332 , G06N20/00
CPC分类号: G06F16/35 , G06F16/3329 , G06N20/00
摘要: Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive data analysis operations. Certain embodiments of the present invention utilize systems, methods, and computer program products that perform predictive data analysis operations by generating a hybrid class for a multi-party communication transcript data object associated with a predictive entity utilizing a hybrid space classification machine learning model, generating a machine learning-based risk score utilizing a hybrid-class-based risk scoring machine learning model, and generating a hierarchical-workflow risk score using a hierarchical risk score adjustment workflow.
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