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Automatic modeling method and system based on data analyzing processing system

A data analysis processing and automatic modeling technology, applied in the field of big data processing, can solve problems such as high requirements, complicated modeling process, and inability to realize the professional level of automated users

Active Publication Date: 2020-01-21
DATACANVAS LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] The purpose of the present invention is to provide an automatic modeling method and system based on a data analysis and processing system, so as to solve the problems in the prior art that the modeling process is complicated and cannot be automated and requires a high professional level of the user

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  • Automatic modeling method and system based on data analyzing processing system
  • Automatic modeling method and system based on data analyzing processing system

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Embodiment Construction

[0095] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention more clear, the following will clearly and completely describe the technical solutions of the embodiments of the present invention in conjunction with the drawings of the embodiments of the present invention. Apparently, the described embodiments are some, not all, embodiments of the present invention. All other embodiments obtained by those skilled in the art based on the described embodiments of the present invention belong to the protection scope of the present invention.

[0096] Please refer to figure 1 , figure 1 It is a schematic flow chart of an automatic modeling method based on a data analysis and processing system in an embodiment of the present invention, and the automatic modeling method includes:

[0097] Step S101, displaying a user interface, the user interface is used for the user to set a data set for creating a time series prediction model; ...

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Abstract

The invention provides an automatic modeling method and system based on a data analysis processing system, and relates to the technical field of data processing, and the method comprises the steps: displaying a user interface which is used for a user to set a data set for creating a time sequence prediction model; obtaining a data set arranged by a user on the user interface; determining a corresponding time sequence prediction scene according to the data characteristics of the data set; determining a modeling strategy according to the data characteristics and the time sequence prediction scene; wherein the modeling strategy comprises at least one of a modeling algorithm, an algorithm evaluation method and an algorithm parameter optimization method; and creating the time sequence prediction model according to the determined modeling strategy. According to the scheme, the requirement for the professional level of the user is lowered, non-professionals can also achieve one-key modeling and obtain an optimal prediction result, and the user experience is improved.

Description

technical field [0001] The invention relates to the technical field of big data processing, in particular to an automatic modeling method and system based on a data analysis and processing system. Background technique [0002] In the prior art, when modeling a time series prediction model, it is necessary for the modeler to perform multiple information interactions with the data analysis and processing system, and to select various parameters required in the modeling process one by one. If the parameters selected by the user are not suitable, then There will be problems with modeling failures or inaccurate predictions. Therefore, the disadvantages of the prior art are: the modeling process is complex and cannot be automated, and the professional level of the user is highly required. Contents of the invention [0003] The purpose of the present invention is to provide an automatic modeling method and system based on a data analysis and processing system, so as to solve the...

Claims

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Application Information

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IPC IPC(8): G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06N3/044G06N3/045G06F18/23213G06F18/24323
Inventor 舒兰路明奎吴楠京
Owner DATACANVAS LTD
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