Logistics service prediction method and device, and readable storage medium
A forecasting method and forecasting device technology, applied in the field of logistics, can solve the problems that the logistics business forecasting method cannot take into account both effect and efficiency, and the efficiency and effect are not satisfactory.
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[0041] In the existing logistics business forecasting methods, although the re-learning scheme can improve the performance of the trained model on new data, the performance of the old data is not as good as the previous model, that is, some of the old data will be forgotten. features, the effect is poor; the transfer learning scheme does not require too much new data to train an excellent new model, but there is no process of knowledge accumulation in the model, the new model will still forget the features on the old data, and, Old and new data must be generated in the same business scenario and share some features, which is less effective. Although the model library solution can perform well in both new data distribution and old data distribution, it needs to train a large number of models, which is inefficient. Therefore, the existing logistics business forecasting methods cannot take into account both effect and efficiency.
[0042] The embodiment of the present invention g...
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