METHOD, APPARATUS, AND SYSTEM FOR DETERMINING COLLECTION PERIOD, DEVICE, AND STORAGE MEDIUM

    公开(公告)号:US20230394373A1

    公开(公告)日:2023-12-07

    申请号:US18454868

    申请日:2023-08-24

    CPC classification number: G06N20/00

    Abstract: The technology of this disclosure relates to a method, an apparatus, a device, a storage medium, and a system for determining a collection period. The technology relates to the field of machine learning technologies. In this disclosure, a machine learning model is obtained by using a training dataset collected based on candidate collection periods of X features, and a candidate collection period of each of the X features is determined as a target collection period of each feature based on the obtained machine learning model and a first condition. Because the target collection period of each feature is greater than a minimum collection period of each feature, subsequently, if data is collected based on the target collection period of each feature, an amount of the collected data is reduced, to reduce collection load of a device and memory occupied by sampled data, thereby reducing time redundancy.

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