Data processing model construction method and device, server and client

Abstract

A data processing model construction method and device, a server and a client are provided in that present specification. The method comprises the following steps: acquiring model description parameters and sample data of the target data processing model; determining a basic model according to the model description parameters and the sample data; training the basic model according to the sample data to obtain a target data processing model. In the embodiment of that present specification, the model description parameters are obtained in a targeted manner, and based on the model description parameters, the server is able to accurately determine the modeling requirements of the user, and automatically matches the appropriate model as the basic model according to the user's modeling requirements, and then the corresponding data processing model is constructed, so that users do not have to do tedious test, feature engineering, model selection, model parameter search and other operations tofind the appropriate basic model, the difficulty of user operation is reduced, and the processing efficiency is improved.

Description

technical field [0001] This specification belongs to the field of Internet technology, and in particular relates to a data processing model construction method, device, server and client. Background technique [0002] With the development of artificial intelligence technology, the corresponding data processing model is constructed through machine learning, and then the data processing model is used to perform specific data processing on the target data. This data processing method is widely used in more and more fields. . [0003] At present, when building the above data processing model based on existing methods, users need to simultaneously design and perform operations such as testing and analysis on multiple possible model analysis through corresponding code programs (for example, including feature engineering, model selection, model parameter search, etc.) , to determine the appropriate model that meets the target data processing requirements as the basic model, and th...

AI Technical Summary

Problems solved by technology

In the implementation process of the above method, the professional ability of the user (such as the test of the model structure, the data analysis of the model, etc.) The basic model will inevitably increase the complexity of the processing process and affect the processing efficiency

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