Express code prediction method and device, equipment and storage medium

Abstract

The invention discloses an express code prediction method and device, equipment and a storage medium. At present, a plurality of prediction methods are adopted to independently perform coding prediction on express addresses, then sorting output is performed according to the accuracy of the prediction methods, and the accuracy of prediction results is limited by the accuracy of a single prediction method, so that the prediction recognition rate and the accuracy of the whole coding prediction process are relatively low. In order to solve the problems, according to the invention, a plurality of existing prediction methods are integrated together to carry out parallel coding prediction on express addresses through the idea of integrated learning, so that the coding prediction time is saved; then, confidence calculation is carried out on the express codes obtained through prediction; and the express code with relatively high confidence are taken as a final express code. The express code prediction method is adjusted on the basis of not increasing any equipment and computing power, and the code prediction accuracy is improved.

Description

technical field [0001] The invention belongs to the technical field of logistics, and in particular relates to a express code prediction method, device, equipment and storage medium. Background technique [0002] Express delivery has become an indispensable part of people's lives, and the number of express deliveries is huge. Sorting according to the express address to transport to different destinations is an important part of express transportation. Although there are automatic sorting equipment that can speed up the sorting speed of express delivery to a certain extent, there are still certain technical problems. For example, the express address is written in text, and automatic sorting equipment can identify provinces, cities, districts, etc., but since there are no strict standards for address writing, more detailed addresses, such as streets, communities, roads, etc., still need to be manually corrected. Identify, sort and transport. The text of the address is more e...

AI Technical Summary

Problems solved by technology

[0005] The purpose of the present invention is to provide a express code prediction method, device, equipment and storage medium, aiming at the relatively low accuracy rate of a single prediction method, based on the idea of ​​integrated learning, without increasing any equipment and computing power Adjust the forecasting scheme of the courier code to achieve the purpose of improving the forecasting accuracy

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