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Method and device for data binning

A technology of binning and data, applied in the network field, can solve problems such as time-consuming, complicated operation, software or algorithm can not produce results normally, and achieve the effect of ensuring correctness and improving efficiency

Active Publication Date: 2021-02-02
ADVANCED NEW TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The operation of exporting data from the data set of the database and then binning the data using corresponding software or algorithms is very complicated and highly dependent on software or algorithms. At the same time, if the amount of data in the database is very large, The entire binning process will consume a lot of time, and the corresponding software or algorithm may not be able to produce results normally due to the large amount of data

Method used

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  • Method and device for data binning
  • Method and device for data binning
  • Method and device for data binning

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Embodiment Construction

[0051] The technical solutions in this application will be clearly and completely described below in conjunction with the drawings in this application. Apparently, the described embodiments are part of the embodiments of this application, not all of them. Based on the embodiments in this application, other embodiments obtained by those skilled in the art all belong to the protection scope of this application.

[0052] A data binning method, such as figure 1 As shown, the method includes the following steps:

[0053] Step 101, the server counts the number of data groups included in the data set to be binned.

[0054] The server counts the number of data groups included in the data set to be binned, specifically:

[0055] The server adds a constant attribute to the data set;

[0056] The server adds a constant to the constant attribute corresponding to each set of data in the data set;

[0057] The server counts the number of added constants.

[0058] Specifically, the data...

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Abstract

The present application discloses a data binning method, which includes: the server counts the number of data groups in the data set; the server sorts an attribute of the data groups in the data set according to a set rule; the server Determining a first ratio generated by the sequence number generated by sorting and the number; the server bins the data in the data set according to a preset depth threshold and the first ratio. This application can directly bin the data in the data set without exporting the data in the data set, which improves the efficiency of binning.

Description

technical field [0001] The present application relates to the field of network technology, in particular to a data binning method and device. Background technique [0002] Data binning is a simple and commonly used data preprocessing method in data mining, which determines the final value by examining adjacent data. In fact, the attribute is divided into sub-intervals according to the data. If a piece of data is within the range of a certain sub-interval, put the data into the "box" represented by this sub-interval. Put the data to be processed (a column of attribute values) into some boxes according to certain rules, examine the data in each box, and use a certain method to process the data in each box separately. [0003] In the existing technology, when data analysts do binning, they use software to do binning, and various algorithms for binning are integrated in the software. However, there are still some application scenarios where the binning needs to be completed in...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/35
CPCG06F16/35
Inventor 张世晶
Owner ADVANCED NEW TECH CO LTD
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