Data analysis modeling method and platform, server and readable storage medium
A data analysis and modeling method technology, which is applied in other database browsing/visualization, other database retrieval, special data processing applications, etc., can solve problems such as technology fragmentation, large differences, and heavy modeling workload, and reduce construction costs. Effects on modeling workload, improving efficiency and effectiveness
Pending Publication Date: 2020-06-12
PING AN TECH (SHENZHEN) CO LTD
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[0003] However, this method will lead to serious technology fragmentation, heavy modeling workload, and low efficiency due to the large differences in the background knowledge and business skills of researchers, business personnel, product personnel, modelers, and model users.
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[0047] 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 making creative efforts belong to the protection scope of the present invention.
[0048] The data analysis and modeling method provided by the embodiment of the present invention can be executed by a data analysis and modeling platform, wherein the data analysis and modeling platform can be set on a server. In some embodiments, the data analysis and modeling platform can be installed on a server; in some embodiments, the data analysis and modeling platform can be spatially independent from the server; in some embodiments , the ...
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The embodiment of the invention discloses a data analysis modeling method and platform, a server and a readable storage medium, and the method comprises the steps: monitoring the selection operation of a user for one or more function icons in an icon region on the data analysis modeling platform; when it is monitored that the selection operation drags one or more function icons into the modeling aggregation analysis area, connecting each function icon to obtain a modeling flow chart; according to a plurality of different algorithms corresponding to each function icon selected by a user in thealgorithm selection area, respectively executing an algorithm flow corresponding to the modeling flow chart, each function icon comprising a plurality of different algorithms, and the plurality of different algorithms being randomly combined; determining an optimal algorithm model according to a comparison result obtained by comparing different algorithm result data; and releasing the optimal algorithm model. By means of the implementation mode, data visualization analysis modeling and unified management of the model are achieved, and the modeling efficiency and effectiveness are improved.
Description
technical field [0001] The invention relates to the field of data analysis and modeling, in particular to a data analysis and modeling method, platform, server and readable storage medium. Background technique [0002] Data analysis and modeling is the basis of data mining applications. At present, data analysis and modeling requires researchers or business personnel to investigate customer pain points, product personnel to design solutions, and modelers to use their familiar modeling tools for data preprocessing, feature engineering, After the steps of modeling tuning, model selection and verification, the model is finally generated for users to use. [0003] However, this method will lead to serious technology fragmentation, heavy modeling workload, and low efficiency due to the large differences in the background knowledge and business skills of researchers, business personnel, product personnel, modelers, and model users. Therefore, how to conduct data analysis and mode...
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Login to View More IPC IPC(8): G06F16/90G06F16/904
CPCG06F16/90G06F16/904
Inventor 江春梅苏煜鋆刘念慈李世武姜波游少华曾鹏
Owner PING AN TECH (SHENZHEN) CO LTD