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Automatic evolution method of intelligent model

An intelligent, model-based technology, applied in computing models, machine learning, computing, etc., to achieve high-intelligence effects

Active Publication Date: 2019-06-25
北京深度奇点科技有限公司
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  • Abstract
  • Description
  • Claims
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Problems solved by technology

[0006] In related technologies, implementing a machine learning algorithm cannot allow the algorithm model to be completely separated from human intervention during operation.

Method used

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  • Automatic evolution method of intelligent model
  • Automatic evolution method of intelligent model
  • Automatic evolution method of intelligent model

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Embodiment Construction

[0052] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary embodiments do not represent all implementations consistent with this application. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present application as recited in the appended claims.

[0053] figure 1 It is a flowchart of an automatic evolution method for an intelligent model according to an exemplary embodiment. The method includes the following steps:

[0054] Step S1: Obtain new business data and expand it into a trainable data set;

[0055] Step S2: Screen out sample data from the expanded trainable data set;

[0056] Step S3: using the sample data to train the...

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Abstract

The invention relates to an automatic evolution method for an intelligent model, and the method comprises the steps: obtaining new service data, and enabling the new service data to be expanded into atrainable data set; Screening out sample data from the expanded trainable data set; Training the intelligent model by using the sample data; And if the trained new intelligent model is superior to the original intelligent model, replacing the original intelligent model with the new intelligent model. According to the method, a set of complete automatic evolution iteration mechanism is provided, manual automatic completion can be replaced on each link of machine learning, evolution of the intelligent model becomes a complete closed loop, continuous evolution can be achieved along with increaseof the number of use times, and higher intelligence is achieved.

Description

technical field [0001] The present application relates to the technical fields of cloud computing and artificial intelligence, and in particular to an automatic evolution method of an intelligent model. Background technique [0002] Intelligent evolution refers to the improvement of the intelligence level of the intelligent model, and the improvement of the accuracy or prediction accuracy of recognition or classification. The automatic evolution of the intelligent model refers to the process that the intelligent model can independently and continuously complete the intelligent evolution process without human intervention and control during the use process. Automatic evolution is an extension of the concept of machine learning, so first introduce the concept of machine learning. [0003] Machine learning is a branch of artificial intelligence. The history of artificial intelligence research has a natural and clear vein from focusing on "reasoning", to focusing on "knowledge...

Claims

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Application Information

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IPC IPC(8): G06N20/00
Inventor 方勇戚骁亚刘创王柯
Owner 北京深度奇点科技有限公司
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