Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Interpretation information acquisition method and device, server and storage medium

A technology for acquiring method and feature information, applied in the field of machine learning, can solve the problems of narrow use range of machine learning models and low reliability of complex machine learning models, and achieve the effect of widening the use range and high reliability

Pending Publication Date: 2020-03-06
TENCENT TECH (SHENZHEN) CO LTD
View PDF0 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Used to solve the problem of low confidence in complex machine learning models, resulting in a narrow range of use of machine learning models

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Interpretation information acquisition method and device, server and storage medium
  • Interpretation information acquisition method and device, server and storage medium
  • Interpretation information acquisition method and device, server and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0053] In order to make the purpose, technical solution and advantages of the present disclosure clearer, the implementation manners of the present disclosure will be further described in detail below in conjunction with the accompanying drawings.

[0054] 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 examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present disclosure as recited in the appended claims.

[0055] With the research and progress of artificial intelligence technology, artificial intelligence (AI) technology has been researched a...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention provides an interpretation information acquisition method and device, a server and a storage medium, and belongs to the technical field of machine learning. The interpretation information acquisition method comprises the steps of determining target feature information and an adjustment amount in first input data to adjust the first input data; comparing the second output data corresponding to the adjusted second input data with the first output data; and determining an influence degree of target feature information on the first output data, and determining interpretation information of the first output data obtained by the first input data through the first machine learning model according to the influence degree through the first input data, the first output data, the secondinput data and the second output data. By determining the influence of the feature information of the first input data on the output data, the first machine learning model is automatically interpreted and attributed, so that the credibility of the result generated by the first machine learning model is higher, and the application range of the machine learning model is widened.

Description

technical field [0001] The present disclosure relates to the technical field of machine learning, and in particular to a method, device, server and storage medium for acquiring explanation information. Background technique [0002] A machine learning model can be established through machine learning technology, and input data can be input into the machine learning model, and output data corresponding to the input data can be directly output. With the development of machine learning technology, machine learning algorithms are becoming more and more complex, and machine learning models created based on machine learning algorithms are also becoming more and more complex, making it difficult for users to understand the logic of machine learning models to obtain output data based on input data, resulting in confusion. Distrust of machine learning models. Therefore, it is necessary to obtain the explanation information of the machine learning model, and explain the logic of the m...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06N20/00
CPCG06N20/00
Inventor 郑博黄巩怡陈培炫陈谦
Owner TENCENT TECH (SHENZHEN) CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com