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Method and device for updating online self-learning event detection model

机译:用于更新在线自学习事件检测模型的方法和设备

摘要

Embodiments of the present application provide a method and apparatus for updating an online self-learning event detection model. The method includes: presenting, when at least one target alerting event generated by the current event detection model is detected, to a user the at least one target alerting event, so that the user provides an event result for each target alerting event based on the at least one presented target alerting event; obtaining the event result for each target alerting event provided by the user based on the at least one presented target alerting event; determining whether a target alerting event for which an event result has been provided by the user satisfies a predetermined update condition, and if so, training and obtaining a target event detection model based on at least one target alerting event for which an event result has been provided by the user and corresponding event result, and predetermined training samples; and replacing the current event detection model with the target event detection model. By means of the method and apparatus according to the present application, the current event detection model may be continually updated, and thus improving the accuracy of the online learning.
机译:本申请的实施例提供了一种用于更新在线自学习事件检测模型的方法和装置。该方法包括:当检测到由当前事件检测模型生成的至少一个目标警报事件被检测到用户到用户至少一个目标警报事件,使得用户基于的每个目标警报事件提供事件结果至少一个呈现的目标警报事件;基于至少一个所呈现的目标警报事件获取用户提供的每个目标警报事件的事件结果;确定用户提供了事件结果的目标警报事件是否满足预定的更新条件,以及如果是,则基于至少一个目标警报事件的训练和获得目标事件检测模型由用户提供和相应的事件结果,以及预定的训练样本;用目标事件检测模型替换当前事件检测模型。借助于根据本申请的方法和装置,可以连续地更新当前事件检测模型,从而提高在线学习的准确性。

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