DRIVING MODEL TRAINING METHOD, DRIVER IDENTIFICATION METHOD, APPARATUS, DEVICE AND MEDIUM
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United States of America Patent
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Issued Date -
Apr 25, 2024
app pub date -
Dec 25, 2023
filing date -
Dec 25, 2023
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Abstract
A driving model training method, a driver identification method, an apparatus, a device and a medium are provided. The training method comprises: acquiring training behavior data of a user wherein the training behavior data are associated with a user identifier; acquiring training driving data associated with the user identifier based on the training behavior data; acquiring positive and negative samples from the training driving data based on the user identifier, and dividing the positive and negative samples into a training set and a test set; training the training set using a bagging algorithm, and acquiring an original driving model; testing the original driving model using the test set, and acquiring a target driving model. The training method effectively enhances generalization of the driving model, solves the problem of poor identification results of the existing driving identification model, and improves the accuracy rate of identifying driving of drivers.
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