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Data model replacement method and device, computer equipment and storage medium

A technology of data model and computer program, applied in the field of big data processing, to achieve the effect of ensuring accuracy and reliability

Pending Publication Date: 2020-03-06
CHINA PING AN PROPERTY INSURANCE CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

At present, there is no method or device that can solve the above problems in the prior art.

Method used

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  • Data model replacement method and device, computer equipment and storage medium
  • Data model replacement method and device, computer equipment and storage medium
  • Data model replacement method and device, computer equipment and storage medium

Examples

Experimental program
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Effect test

Embodiment 1

[0040] See figure 1 This embodiment proposes a data model replacement method, which specifically includes the following steps:

[0041] S1: Obtain an effect indicator of the current version data model, where the effect indicator is used to characterize the data processing effect of the current version data model.

[0042] The data model of the present invention refers to a set of algorithms with a logical relationship established on the data level, and the set is predictable for future operations on homologous data. The data model may specifically include a variety of content, such as a loan risk evaluation model, an insurance claim probability model, a service quality evaluation model, etc., which are not limited by the present invention.

[0043] The current version data model refers to the data model in the running process. Those skilled in the art can understand that a data model usually contains multiple versions, and data models of different versions have different content alg...

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Abstract

The invention provides a data model replacement method and device, computer equipment and a storage medium, and the method comprises the following steps: obtaining an effect index of a current versiondata model, with the effect index being used for representing a data processing effect of the current version data model; judging whether the comprehensive effect of the current version data model isattenuated or not according to the effect index; when it is determined that the comprehensive effect of the current version data model attenuates, obtaining an optimized data model of which the comprehensive effect is superior to that of the current version data model; and activating the optimized data model, and replacing the current version data model with the optimized data model. The effect indexes of data models can be monitored in real time, and intelligent switching between the data models of different versions is realized according to the effect indexes, so that the accuracy and reliability of big data processing are ensured.

Description

Technical field [0001] The invention relates to the technical field of big data processing, in particular to a data model replacement method, device, computer equipment and storage medium. Background technique [0002] With the development of the IT industry, model systems for rapid processing of various types of data are constantly changing. The model's judgment on the input data depends on the built-in judgment algorithm of the model, and the specific judgment algorithm or algorithm details of different versions of the model can be very different. When a system contains many different types of data, each data corresponds to a different model, and each model has a different version, how to better monitor each type of data, and how to choose a suitable one The model version has become an important problem to be solved urgently in the industry in order to achieve better monitoring results. At present, there is no method or device that can solve the above problems in the prior ar...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F30/20G06F111/10
Inventor 丁元惠王忠
Owner CHINA PING AN PROPERTY INSURANCE CO LTD
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