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Evaluation model updating method and evaluation model updating system

An evaluation model and update method technology, applied in the field of data processing, can solve the problems of long update cycle and high cost of evaluation model, and achieve the effect of shortening cycle, reducing cost and improving system performance

Inactive Publication Date: 2016-10-12
SHENZHEN AUDAQUE DATA TECH
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Problems solved by technology

[0010] The existing evaluation model has a long update cycle and high cost

Method used

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  • Evaluation model updating method and evaluation model updating system

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Embodiment Construction

[0025] Embodiments of the technical solutions of the present invention will be described in detail below in conjunction with the accompanying drawings. The following examples are only used to illustrate the technical solution of the present invention more clearly, so they are only examples, and should not be used to limit the protection scope of the present invention.

[0026] It should be noted that, unless otherwise specified, the technical terms or scientific terms used in this application shall have the usual meanings understood by those skilled in the art to which the present invention belongs.

[0027] Such as figure 1 As shown, the method for updating the evaluation model in the embodiment of the present invention includes:

[0028] Step S10, monitoring the stability and / or accuracy of the current evaluation model running on the running platform;

[0029] Step S20, if the current evaluation model is unstable or inaccurate, generate a new evaluation model, and run the ...

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Abstract

The invention provides an evaluation model updating method and an evaluation model updating system. The evaluation model updating method according to the invention comprises the steps of monitoring stability and / or accuracy of a current evaluation model which is operated in an operation platform; if the current evaluation model is instable or inaccurate, generating a new evaluation model, and operating the new evaluation model in a testing platform for determining whether the new evaluation model is useful until a useful new evaluation model is generated; and replacing the current evaluation module which is operated in the operation platform by the useful new evaluation model. The evaluation model updating method and the evaluation model updating system according to the invention have advantages of realizing real-time updating of the evaluation algorithm, shortening period, improving system performance and reducing cost.

Description

technical field [0001] The invention relates to the technical field of data processing, in particular to an evaluation model updating method and system. Background technique [0002] Evaluation models (scoring models) are widely used. For example, applications such as borrowing and lending need to evaluate the user's credit, and the credit scoring model will be used; another example, applications such as advertising and analyzing user purchase needs need to evaluate the user's needs, and the demand scoring model will be used. [0003] The current technical solution is usually to complete the sample training offline, establish an evaluation model, and then manually verify the evaluation model offline, and then go online after the verification is passed. [0004] Taking the loan process as an example, the generation and update process of the evaluation model for evaluating user credit is as follows: [0005] Use existing samples for training and build an evaluation model; ...

Claims

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Application Information

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IPC IPC(8): G06Q40/02
CPCG06Q40/03
Inventor 刘慧贾西贝
Owner SHENZHEN AUDAQUE DATA TECH
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