System, method and device for realizing data mining and storage medium

Abstract

The invention discloses a system, method and device for achieving data mining and a storage medium, and belongs to the technical field of data mining, and the system comprises an acquisition module, an analysis module, a matching module, a display module, an adjustment module and an optimization module. The method comprises the following steps: selecting an application type in a click mode by using a visual interface, returning an adopted model strategy according to a corresponding relationship between the input application type and a machine learning model, and dividing a training set and a verification set for model-entering data in a background to carry out model training and parameter adjustment, judging whether the model index reaches a qualified threshold value or not; displaying the parameter information and the optimization process of the model during construction to a user, outputting the adopted model and parameters, and storing the machine learning model as a business prediction model, so the business user does not need any algorithm learning background, and the machine learning model is constructed by using a model pool to realize business prediction; the threshold of building the machine learning model by the user is reduced, and the building efficiency of the traditional machine learning model is improved.

Description

technical field [0001] The invention belongs to the technical field of data mining, and in particular relates to a system, method, device and storage medium for realizing data mining. Background technique [0002] At present, with the increasingly wide application of computers and networks and the increasing variety of business types in different fields, the amount of information released by major manufacturers on the network is also increasing. From the massive data records related to specific objects, effectively It is becoming more and more important to dig out different types of objects so as to implement different processing schemes for different types of objects. Therefore, it is necessary to study data mining technology so that customers can find the information they need from a large amount of network information [0003] Data mining is a hot issue in the field of artificial intelligence and database research. The so-called data mining refers to the non-trivial proce...

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Problems solved by technology

[0005] The main purpose of the present invention is to propose a system, method, device and storage medium for realizing data mining, aiming at the process of performing data mining technology in the prior art, it is necessary to construct a machine learning model to carry out data mining, which is A large amount of algorithm learning background is required, which increases the difficulty of creating models and raises the threshold for building machine learning models, so that users can use the model pool to build machine learning models to achieve business predictions without any algorithm learning background, reducing the need for building Threshold for Machine Learning Models

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