Field label obtaining method and device, storage medium and electronic device

Abstract

The embodiment of the invention provides a field label obtaining method and device, a storage medium and an electronic device. The method comprises the steps that a training sample set is acquired, the training sample set comprises sample fields used for training an initial network model and labels, the mapping relation between the sample fields and the labels is known, and the labels are used forrepresenting the categories of the sample fields; the training sample set is input into a plurality of initial network models for training to obtain a plurality of target network models, the target network models being used for outputting corresponding labels according to the fields, and the training algorithms corresponding to the plurality of target network models being different; the pluralityof target network models are tested by using a test sample set, and the target network model with the minimum error between the output label and a preset label is determined as an application model,the test sample set comprising a test field for testing the target network model and the label; and the to-be-classified fields are input into the application model to obtain labels corresponding to the to-be-classified fields.

Description

technical field [0001] The present disclosure relates to the technical field of data processing, and in particular, to a field label acquisition method and device, a storage medium, and an electronic device. Background technique [0002] Data quality management refers to the standardization of each information collection point of the information system in order to meet the needs of information utilization, including a series of processes such as the establishment of modeled operating procedures, verification of original information, feedback of error information, and correction. Poor data quality, the leading cause of IT project failure, is one of the driving factors behind customer churn. [0003] Good quality data means having accurate and timely information to manage products and services from research and development to sales. Poor quality data leads to wrong insights and thus wrong decisions. If the decision is wrong, the company will pay a heavy price. Therefore, th...

AI Technical Summary

Problems solved by technology

[0006] Embodiments of the present disclosure provide a field label acquisition method and device, a storage medium, and an electronic device, so as to at least solve the problem of heavy workload and low efficiency caused by manual identification of field types in the related art

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