Online prediction method, system and server

A forecasting method and forecasting system technology, applied in the Internet field, can solve the problem of long offline model online period and so on

Active Publication Date: 2020-04-24
微民保险代理有限公司
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  • Abstract
  • Description
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Problems solved by technology

[0004] An object of the embodiments of the present invention is to provide an online prediction method, system and server, which can solve the technical problem of long online period of existing offline models and improve the speed of online offline models

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  • Online prediction method, system and server
  • Online prediction method, system and server
  • Online prediction method, system and server

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Embodiment Construction

[0089] In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

[0090] It should be noted that, if there is no conflict, various features in the embodiments of the present invention can be combined with each other, which are all within the protection scope of the present invention. In addition, although the functional modules are divided in the schematic diagram of the device, and the logical sequence is shown in the flowchart, in some cases, the...

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Abstract

The invention relates to the technical field of the Internet, and discloses an online prediction method and system, and a server, and the method comprises the following steps: obtaining an offline model file; performing online activation on the offline model file to generate an online model; and obtaining an online prediction instruction, and generating an online prediction result based on the online model. The offline model file is activated online to directly generate the online model, so that the online period of the offline model can be shortened, the technical problem of long online period of an existing offline model is solved, and the online speed of the offline model is increased.

Description

technical field [0001] The present invention relates to the field of Internet technologies, and in particular, to an online prediction method, system and server. Background technique [0002] The traditional machine learning algorithm is put into production from offline to online, requiring special personnel to develop, it is difficult to ensure the consistency of offline and online, and the development speed of offline model online, and developers need to re-implement high-availability services in the demo model of algorithm personnel, resulting in the existence of Problems such as long iteration cycle. Because algorithm personnel and application personnel need to perform end-to-end modeling and then put into production experiments, the test perimeter is difficult to quickly compare multiple groups of experiments. Users provide online predictions. [0003] Based on this, the existing technology is in urgent need of improvement. SUMMARY OF THE INVENTION [0004] An obje...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06F8/20
CPCG06Q10/04G06F8/20
Inventor 熊乐甘露洪庚伟李羽
Owner 微民保险代理有限公司
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