The invention provides a driving behavior scoring method, electronic equipment and a vehicle. The method comprises the following steps: acquiring driving behavior data of a user; and inputting the driving behavior data into a trained prediction scoring model, and outputting a predicted driving score corresponding to the driving behavior data through the prediction scoring model. And explaining and analyzing the predicted driving score by adopting a plurality of preset initial indexes to obtain an initial score corresponding to each initial index. And clustering the plurality of initial indexes to obtain a plurality of target indexes which are indexes with relatively high interpretability and relatively high influence. And calculating a target score corresponding to each target index based on the initial score. The user can intuitively understand the interpretation analysis result of the predicted driving score through the target score, so that the guiding effect of the predicted driving score in different application scenes is improved.
本申请提供一种驾驶行为评分方法、电子设备及车辆,所述方法包括:获取用户的驾驶行为数据;将所述驾驶行为数据输入至经过训练的预测评分模型中,通过所述预测评分模型输出所述驾驶行为数据对应的预测驾驶评分。采用多个预设初始指标对所述预测驾驶评分进行解释分析,得到每个初始指标对应的初始评分。对所述多个初始指标进行聚类,得到多个目标指标,目标指标是可解释性较强且影响力较大的指标。基于所述初始评分,计算得到每个目标指标对应的目标评分。用户通过目标评分可以直观了解对于预测驾驶评分的解释分析结果,从而提升预测驾驶评分在不同应用场景下的指导作用。
Driving behavior scoring method, electronic equipment and vehicle
驾驶行为评分方法、电子设备及车辆
2024-05-28
Patent
Electronic Resource
Chinese
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