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Data processing method and device and electronic equipment

A data processing and sample data technology, applied in the computer field, can solve the problems of low efficiency of business model business processing, achieve the effects of improving training effect and business processing effect, improving generalization ability, and preventing overfitting

Pending Publication Date: 2020-03-24
ALIPAY (HANGZHOU) INFORMATION TECH CO LTD
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  • Application Information

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Problems solved by technology

[0004] In view of this, the embodiment of this specification provides a data processing method, device and electronic equipment, which are used to solve the problem of low business processing efficiency of the business model obtained by training multiple separate businesses in the prior art

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  • Data processing method and device and electronic equipment
  • Data processing method and device and electronic equipment
  • Data processing method and device and electronic equipment

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Embodiment Construction

[0061] When training different target types of business, it is usually to collect sample data of each target type of business, respectively determine the preset characteristics of each target type of business, and then perform separate training to obtain a business model for processing the target type of business.

[0062] In the prior art, when training different target services with similar service attributes, only the influence of the preset features of each target service is considered, and the interaction between the preset features of each target service is not considered. As a result, the processing efficiency of multiple business models obtained through training is not high, and processing errors are prone to occur.

[0063] Therefore, the embodiments of this specification provide a data processing method, device, and electronic equipment. By using sample data to train the business model, and then determine the characteristic parameters of the same preset feature in the...

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Abstract

The embodiment of the invention discloses a data processing method and device and electronic equipment, and the method comprises the steps: training a business model through sample data, so as to determine the feature parameters of all preset features in the business model when the preset features correspond to different target types of businesses, wherein the sample data comprises the business data of the different target types of businesses; and respectively adjusting the feature parameters in the service model according to the target type services to obtain respective sub-models of the different target type services, so that the sub-models perform corresponding target type service processing.

Description

technical field [0001] The embodiments of this specification relate to the field of computer technology, and in particular, to a data processing method, device, and electronic equipment. Background technique [0002] In business activities such as commerce and production, especially in the context of big data, a large number of businesses need to be processed. In order to effectively process the business and ensure the normal progress of the business, different business models are usually used to correspond business is processed. [0003] In the prior art, it is often to use the sample data corresponding to different target businesses to carry out corresponding business processing training for different target businesses to determine the business model corresponding to each target business, so as to use the business model Process the corresponding target business. Contents of the invention [0004] In view of this, the embodiments of this specification provide a data pro...

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Application Information

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IPC IPC(8): G06K9/62G06Q10/06
CPCG06Q10/0635G06F18/241
Inventor 刘腾飞
Owner ALIPAY (HANGZHOU) INFORMATION TECH CO LTD