Data screening method, device, equipment and readable storage medium
A technology for data screening and storage media, which is applied in electronic digital data processing, digital data information retrieval, special data processing applications, etc. It can solve the problem of not being able to select good training data or participants in horizontal federated learning.
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[0071] Based on the first embodiment, a second embodiment of the command line string processing method of the present invention is proposed. In this embodiment, step S20 also includes:
[0072] Step S23, determining the total reconstruction error corresponding to the data set based on each reconstruction error in the reconstruction error set;
[0073] In this embodiment, the data screening result corresponding to the participant may also be determined according to the total reconstruction error corresponding to the data set owned by the participant. An alternative participant has many pieces of data (that is, has a training data set), each training data corresponds to a reconstruction error, and the total reconstruction error corresponding to the data set of an alternative participant can be The minimum reconstruction error, or the maximum reconstruction error, or the average reconstruction error, or the median of the reconstruction errors among the reconstruction errors corre...
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