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Machine Learning System and Method

A machine learning and learning module technology, applied in the field of health information interaction, can solve the problem of uncertain initialization parameter values ​​of machine learning systems, and achieve the effect of fast time

Active Publication Date: 2019-07-09
广州英康唯尔互联网服务有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] The present invention intends to provide a machine learning system to solve the problem of uncertain initialization parameter values ​​in existing machine learning systems

Method used

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  • Machine Learning System and Method
  • Machine Learning System and Method
  • Machine Learning System and Method

Examples

Experimental program
Comparison scheme
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Embodiment

[0058] Such as figure 1 As shown, the machine learning system includes a cloud server and at least three clients connected to the cloud server through a network.

[0059] The client includes a first processor 12, an input component 7, a video analysis component 8, a display screen 9, a first memory 10 and a network transceiver component 11, an input component 7, a video analysis component 8, a display screen 9, a first memory 10 and The network transceiver component 11 is connected to the first processor 12 through a data bus, and the first processor 12 controls the operation of each component of the client; the network transceiver component 11 establishes a data communication link between the client and the cloud server through at least one network protocol; The input component 7 is used for the user to input information such as identity verification information and evaluation questionnaire answers; The first memory 10 stores the scheme that is pushed from the cloud server vi...

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Abstract

The invention discloses a machine learning system. The system comprises clients used to collect to-be-recovered data and a cloud-end server connected with the client via network. Each client comprises a first processor provided with an improved intelligent algorithm; and the cloud end server comprises a second processor provided with a BP neural network model, the second processor processes the to-be-recovered data via the BP neural network model and optimizes initial parameters value of the BP neural network via the improved intelligent algorithm, and the initial parameter values include an initial weight and an initial threshold. The machine learning system is higher in learning speed and learning precision.

Description

technical field [0001] The invention relates to the field of health information interaction, in particular to a machine learning system. Background technique [0002] Machine learning (Machine Learning, ML) is a multi-field interdisciplinary subject, involving probability theory, statistics, approximation theory, convex analysis, algorithm complexity theory and other disciplines. Specializes in the study of how computers simulate or implement human learning behaviors to acquire new knowledge or skills, and reorganize existing knowledge structures to continuously improve their performance. Machine learning is the core of artificial intelligence and the fundamental way to make computers intelligent, and its application pervades all fields of artificial intelligence. [0003] In recent years, the aging of my country's population has accelerated, and with the rapid development of the times, people's pace of life has been accelerating, and the pressure of life has continued to i...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06N3/04G06N3/08
CPCG06N3/02G06N20/00
Inventor 李欣潼罗炜樑
Owner 广州英康唯尔互联网服务有限公司