Method and device for data mining process generating

Abstract

The invention provides a method and device for data mining process generating. The method includes the following steps that, the metadata and training data submitted by an input device are received, and the metadata includes output data types; the preset output data types of multiple algorithm nodes are matched with the output data types in the metadata, so as to determine the successfully matched algorithm nodes; all the forward and the backward nodes of each successfully matched algorithm node are recursively searched, so as to confirm the multiple data mining paths corresponding to each successfully matched algorithm node; multiple data mining processes are established according to the preset node parameter templates; and the multiple data mining processes are respectively verified according to the training data, ad the optimal data mining process in the multiple data mining processes is determined according to the verification result and the preset evaluation rule. As long as an ordinary user specifies the evaluation rule, the optimal data mining process can be automatically chosen, so as to reduce the difficulty of modeling.

Description

technical field [0001] Embodiments of the present invention relate to communication technologies, and in particular to a method and device for generating a data mining process. Background technique [0002] At present, the field of data mining is mainly modeled by experts who are proficient in both business and algorithms, making data mining difficult to popularize and apply. [0003] For example, the data mining tool platform Clementine provides a graphical operation interface, enabling analysts to visualize each step of the data mining process. Through interaction with the data flow, analysts and business personnel can cooperate to integrate Business knowledge is integrated into the data mining process. figure 1 Generate a schematic diagram of the data mining process for Clementine, such as figure 1 As shown, after business understanding and data understanding, analysts are required to complete multiple data preparation and modeling with high business knowledge and under...

AI Technical Summary

Problems solved by technology

[0005] Embodiments of the present invention provide a method and device for generating a data mining process, which are used to solve the problems of high difficulty in modeling, high difficulty in determining the optimal data mining process, and complicated process in the existing method for generating a data mining process

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