Business data classification model training method and device and business data classification method and device
A business data and classification model technology, applied in the computer field, can solve the problem of low accuracy of classification methods and achieve the effect of efficient business data processing
Pending Publication Date: 2021-12-03
BEIJING WODONG TIANJUN INFORMATION TECH CO LTD +1
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Problems solved by technology
[0005] Since it is difficult to fully reflect the characteristics of business data by setting corresponding data characteristics for manual processing and automatic processing, the accuracy of the existing classification methods is low
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[0084] Exemplary embodiments of the present invention are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present invention to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the invention. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
[0085] figure 1 It is a training method of a business data classification model according to an embodiment of the present invention, such as figure 1 As shown, the training method of the business data classification model may include the following steps:
[0086] S101: Construct a sample set by using multiple business data samples, wherein one sample in the sample set in...
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The invention discloses a business data classification model training method and device and a business data classification method and device, and relates to the technical field of computers. According to one specific embodiment, the method comprises the steps: constructing a sample set through a plurality of business data samples, wherein one sample in the sample set comprises the sample feature of one business data sample and the corresponding processing category; dividing a training sample set and a test sample set based on the sample set; training a classification model by using the sample features in the training sample set and the corresponding processing categories to obtain a data classification model; and testing the data classification model by using the sample features in the test sample set and the corresponding processing categories, and correcting a classification threshold value for the data classification model according to a test result. According to the embodiment, the business data can be accurately classified, so that business data processing can be more accurately and efficiently completed.
Description
technical field [0001] The present invention relates to the field of computer technology, in particular to a method and device for training business data classification models and business data classification. Background technique [0002] As online services become more and more common, the business data generated by online services, such as product inquiries, such as product performance, price, delivery range, etc., and after-sales service related business data, such as user complaints The data and data generated by returned goods have also increased exponentially. In order to process these business data as soon as possible, an automatic processing method is introduced for these business data. For example, the data generated by inquiring about product performance, price, delivery range, etc., and the data generated by returned products can be processed automatically. However, some business data, such as some data generated by user complaints, such as complaints about produ...
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IPC IPC(8): G06K9/62
CPCG06F18/24G06F18/214
Inventor 王永杰赵晓艳李雨冯朝明焦飞
Owner BEIJING WODONG TIANJUN INFORMATION TECH CO LTD