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Machine learning scheme template creating method, using method and device

A machine learning and solution technology, applied in the field of artificial intelligence, can solve problems such as time-consuming threshold requirements for machine learning

Pending Publication Date: 2020-04-10
THE FOURTH PARADIGM BEIJING TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Exemplary embodiments of the present invention aim to overcome the defects of time-consuming machine learning modeling process and high threshold requirements in the prior art

Method used

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  • Machine learning scheme template creating method, using method and device
  • Machine learning scheme template creating method, using method and device
  • Machine learning scheme template creating method, using method and device

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Embodiment Construction

[0081] In order to enable those skilled in the art to better understand the present invention, exemplary embodiments of the present invention will be described in further detail below in conjunction with the accompanying drawings and specific implementation methods.

[0082] figure 1 A flowchart showing a method for creating a machine learning solution template according to an exemplary embodiment of the present invention. figure 1 The illustrated methods can be implemented entirely in software by a computer program, and can also be executed by specially configured computing devices figure 1 method shown.

[0083] see figure 1 , in step S110, acquire a template solution for describing at least part of a machine learning process for at least one input source tag.

[0084] Machine learning modeling solutions in different business scenarios are often quite different. For example, the machine learning modeling solution in the time-series scenario focuses on the construction of...

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Abstract

The invention discloses a machine learning scheme template creating method, a using method and a device. The method includes the following steps that: a template scheme for describing at least part ofthe machine learning process for at least one input source mark is obtained; input source configuration limiting information about the template scheme is obtained, wherein the input source configuration limiting information is used for generating an input source configuration interface, so that at least one configuration input source configured via the input source configuration interface replaces the at least one input source mark in the template scheme; and the template file of a machine learning scheme template is generated based on the obtained template scheme and the input source configuration limiting information. Therefore, modeling threshold and modeling time consumption can be reduced by reusing the created machine learning scheme template; and the problem of data matching between actual service data and inherent data in the template scheme can be solved; and therefore, a better modeling effect can be obtained when the machine learning scheme template is applied to the service data of different data structures in the same service direction.

Description

technical field [0001] The present invention generally relates to the field of artificial intelligence, and more specifically, relates to a method for creating a machine learning solution template, a method for using it, and a device. Background technique [0002] Machine learning is an inevitable product of the development of artificial intelligence research to a certain stage. It is committed to improving the performance of the system itself by means of calculation and using experience. In computer systems, "experience" usually exists in the form of "data". Through machine learning algorithms, "models" can be generated from data. Model, when faced with a new situation, the model will provide the corresponding judgment, that is, predict the result. It can be seen that how to generate a model based on empirical data (ie, the machine learning modeling process) is the key to machine learning technology. [0003] At present, when applying machine learning technology to specif...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F8/71G06N20/00
CPCG06F8/71G06N20/00
Inventor 孔维宋尧王萌吕自荟朱晓丹李冠琳黄缨宁周振华
Owner THE FOURTH PARADIGM BEIJING TECH CO LTD