Patent · US Active

Computing device for machine learning based risk analysis

US11354749B2 · kind B2 · utility

2Cited by

3References

19Claims

0Family size

Assignee

SAP SE · DE

Inventors

Yang Jiang · Huanggu District, CN
Xiangyu Pang · Shanghai, CN
Baiquan Liu · Shanghai, CN
Dong Wang · Nanhu, CN

Key dates

Filing date	Apr 27, 2017
Grant date	Jun 7, 2022
Priority date	—
Expiry date	Sep 2, 2039

Classification

Technology area (CPC G)Physics
CPC primaryG06Q40/02
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Described herein is computing device for machine learning based risk analysis and decision automation in intelligent underwriting. In accordance with one aspect of the framework, input data of underwriting cases is preprocessed and used to train a predictive model. The predictive model may be cross-validated and tested for accuracy. The predictive model may then be applied to a current underwriting case in order to automatically identify and assess associated risks and provide a decision recommendation.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.