SCORING MODELS DEVELOPMENT AND CONTROL COMPUTERIZED METHOD Russian patent published in 2019 - IPC G06Q40/02 

Abstract RU 2680760 C1

FIELD: computer equipment.

SUBSTANCE: invention relates to the field of computer equipment. Disclosed is the scoring models development and control computerized method, including the following steps: obtaining data for the specified period of time, containing the scoring model affecting factors; performing the obtained data partitioning into samples for the scoring model development, validation and testing; performing the factors transformation by establishing relationships between groups of the transformed factor values and the defaults levels; excluding from the samples at least one transformed factor, correlating with at least one other factor; forming the credit scoring model through the binary multiple logistic regression training; automatically selecting the cut-off zones for at least one scoring model for its installation into the credit procedure.

EFFECT: technical result is increase in the developed credit scoring models quality.

10 cl, 2 dwg

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RU 2 680 760 C1

Authors

Travkin Oleg Igorevich

Berestnev Dmitrij Alekseevich

Yudochev Dmitrij Vladimirovich

Zhukovskaya Ekaterina Sergeevna

Dates

2019-02-26Published

2018-04-04Filed