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A data evaluation, model training method, device, equipment and storage medium

A technology for evaluating models and training methods, which is applied in the field of data processing, can solve problems such as inaccurate data evaluation results, and achieve the effects of accurate evaluation results, increased dimensions, and improved accuracy

Active Publication Date: 2021-12-24
MASHANG CONSUMER FINANCE CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] Embodiments of the present invention provide a data evaluation, model training method, device, equipment, and storage medium to solve the problem of inaccurate data evaluation results

Method used

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  • A data evaluation, model training method, device, equipment and storage medium
  • A data evaluation, model training method, device, equipment and storage medium
  • A data evaluation, model training method, device, equipment and storage medium

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Embodiment Construction

[0032] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0033] see figure 1 , figure 1 It is a flow chart of the data evaluation model training method provided by the embodiment of the present invention, such as figure 1 shown, including the following steps:

[0034] Step 101. According to the first sample and the second sample, a candidate data set corresponding to the sample is obtained as a training sample.

[0035] In the embodiments of the present invention, different forms of samples can be obtaine...

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Abstract

The invention discloses a data evaluation and model training method, device, equipment and storage medium, relates to the technical field of communication, and aims to solve the problem of inaccurate data evaluation results. This includes: obtaining a candidate data set of corresponding samples according to the first sample and the second sample as a training sample, the number of variables included in the training sample is greater than 1; selecting candidate variables from the variables of the training sample; determining Model algorithm: input the data set corresponding to the candidate variable into the model algorithm, and train to obtain the data evaluation model. The embodiments of the present invention can improve the accuracy of the obtained evaluation results.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a data evaluation and model training method, device, equipment and storage medium. Background technique [0002] With the development of financial business, it is more and more urgent to control the personal credit of users. At present, relying on credit information data alone is not enough to cover all the population. Therefore, on the basis of existing credit information data, it is necessary to rely on data services provided by other companies to evaluate users' personal credit more comprehensively and improve the existing credit information system. [0003] Before a new data source is connected, it is necessary to reasonably evaluate the effect of the data source. Most of the current evaluation schemes only consider the evaluation effect of the data source from the perspective of univariate or model, which leads to inaccurate evaluation results of the data. ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F11/34G06F16/25
CPCG06F11/3409G06F16/25
Inventor 解晓薇林亚臣李谦
Owner MASHANG CONSUMER FINANCE CO LTD
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