Unlock instant, AI-driven research and patent intelligence for your innovation.

Model analysis method and device

A model analysis and model technology, applied in the computer field, can solve problems such as high prediction error rate and limited accuracy of prediction results, and achieve the effect of improving accuracy

Active Publication Date: 2019-05-24
PING AN TECH (SHENZHEN) CO LTD
View PDF8 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] At present, in data mining prediction projects in the fields of finance, insurance, etc., the industry usually uses a single model to predict a specific target event (for example, an insurance claim event). The focus will be different, therefore, the accuracy of the prediction results brought by a single model has great limitations, and the prediction error rate is high

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
  • Model analysis method and device
  • Model analysis method and device
  • Model analysis method and device

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0038] In order to make the technical problems, technical solutions and beneficial effects to be solved by the present invention clearer and clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0039] The invention provides a model analysis method.

[0040] refer to figure 1 , figure 1 It is a schematic flowchart of an embodiment of the model analysis method of the present invention.

[0041] In one embodiment, the model analysis method includes:

[0042] Step S10, based on a preset number of customer information samples, training a variety of predetermined models;

[0043] In this embodiment, various predetermined models are trained based on a preset number (for example, 100,000) of customer information samples. For example, the customer...

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 discloses a model analysis method and device. The method includes: training a variety of predetermined models based on a preset number of customer information samples; combining the trained various models into a composite model according to a predetermined combination rule, And after receiving the customer information to be analyzed, input the customer information to be analyzed into the compound model to output the analysis result. Since the present invention combines multiple models to analyze and predict using the combined composite model, the advantages of different models can be combined, and compared with single model prediction, the accuracy of the prediction result is effectively improved.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to a model analysis method and device. Background technique [0002] At present, in data mining prediction projects in the fields of finance, insurance, etc., the industry usually uses a single model to predict a specific target event (for example, an insurance claim event). The focus will be different. Therefore, the accuracy of the prediction results brought by a single model has great limitations, and the prediction error rate is high. Contents of the invention [0003] The main purpose of the present invention is to provide a model analysis method and device, aiming at improving the accuracy of prediction results. [0004] In order to achieve the above object, the present invention provides a model analysis method, said method comprising the following steps: [0005] A. Based on a preset number of customer information samples, train a variety of pre-determined models; [...

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
Patent Type & Authority Patents(China)
IPC IPC(8): G06N3/04G06N3/08G06Q10/04
CPCG06N3/08G06Q10/04G06N3/048G06N3/045G06N20/20G06N20/00G06F30/10G06Q10/10G06Q30/0201G06Q40/08G06Q40/03
Inventor 陈依云
Owner PING AN TECH (SHENZHEN) CO LTD