Data prediction method and device based on fusion model, equipment and storage medium

A technology that integrates models and data prediction, applied in the field of artificial intelligence, can solve problems such as large deviation of results, and achieve the effect of accurate data results

Pending Publication Date: 2021-12-03
PING AN TECH (SHENZHEN) CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The main purpose of the present invention is to provide a data prediction method, device, equipment, and storage medium based on a fusion model, aiming at the large limitations of the prediction model, resulting in a large deviation between the prediction result of the prediction model and the actual result

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  • Data prediction method and device based on fusion model, equipment and storage medium
  • Data prediction method and device based on fusion model, equipment and storage medium
  • Data prediction method and device based on fusion model, equipment and storage medium

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Embodiment Construction

[0050] 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 only part of the embodiments of the present invention, 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.

[0051] It should be noted that all directional indications (such as up, down, left, right, front, back, etc.) in the embodiments of the present invention are only used to explain the relative relationship between the components in a certain posture (as shown in the accompanying drawings). If the positional relationship, movement conditions, etc. change, the directional indication will also change accordingly, and the connection may be a direct connecti...

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Abstract

The invention relates to the field of artificial intelligence, and provides a data prediction method and device based on a fusion model, equipment and a storage medium. The method comprises the steps that prediction is carried out through a fusion model of an empirical formula source model and a neural network source model, a better function model is obtained through the empirical formula source model, then function model parameters in a calculation formula are obtained based on the neural network source model, and finally a predicted value calculated by hypothesis data is subtracted from the predicted value of the current real-time data, so that the obtained data result is more accurate. And a prediction result with guidance and reference is provided for the user.

Description

technical field [0001] The present invention relates to the field of artificial intelligence, in particular to a fusion model-based data prediction method, device, equipment and storage medium. Background technique [0002] In some scenarios, people need to predict the data generated by some operations to determine the direction of the data, so that people can choose the best option. For example, taking the capital position as an example, the capital position refers to a transaction intention expressed by buying or selling. Therefore, it is necessary to make data predictions for different capital positions so that people can implement more favorable execution methods for themselves. [0003] At present, the prediction model is generally used to predict the possible correlation between the final result and multiple variables, but there are many parameters that affect the result, and the prediction model has great limitations, which leads to the prediction result of the predic...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q40/04G06Q10/04G06K9/62G06N3/04G06N3/08
CPCG06Q40/04G06Q10/04G06N3/08G06N3/047G06N3/045G06F18/241G06F18/2415
Inventor 覃德
Owner PING AN TECH (SHENZHEN) CO LTD
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