Data processing method and system and electronic equipment
A data processing and data technology, applied in the field of structured data, can solve problems such as disordered order, poor actual effect, changing weight, etc., to achieve the effect of improving training effect
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Embodiment 1
[0064] In order to realize the data processing method disclosed in this application, the embodiment of this application provides a data processing method applied to a supervised classification model, such as figure 1 As shown, taking the binary classification model as an example, applying the data processing method disclosed in this embodiment to enhance the training data includes:
[0065] S100. Acquire the acquisition time point corresponding to the initial training data and the label generation time point;
[0066] S110. According to the corresponding acquisition time point and the corresponding label generation time point, determine the initial training data whose corresponding acquisition time point is earlier than the corresponding label generation time point as training data; and generate a training data set to be processed according to the determined training data ;
[0067] Wherein, the initial training data may be data samples collected from actual business scenario...
Embodiment 2
[0145] Corresponding to the above embodiments, the present application provides a data processing method, such as figure 2As shown, the method includes:
[0146] 1000. Acquire a training data set to be processed, where the training data set to be processed includes training data;
[0147] Preferably, before the acquisition of the training data set to be processed, the data processing method further includes:
[0148] 1100. Obtain the acquisition time point and label generation time point corresponding to the initial training data;
[0149] 1120. According to the acquisition time point corresponding to the initial training data and the corresponding label generation time point, determine that the initial training data whose corresponding acquisition time point is earlier than the corresponding label generation time point is the training data;
[0150] 1130. Generate the training data set to be processed according to the training data.
[0151] 2000. Generate target trainin...
Embodiment 3
[0175] Corresponding to Embodiment 1 and Embodiment 2, the present application provides a data processing system, such as image 3 As shown, the system includes:
[0176] An acquisition module 310, configured to acquire a training data set to be processed, the training data set to be processed includes training data;
[0177] A generating module 320, configured to generate target training data corresponding to the training data to be processed according to the target code corresponding to the training data and the acquisition time point;
[0178] The generation module 320 is further configured to determine the training data to be processed included in the training data set to be processed and generate the training data corresponding to the training data to be processed according to the acquisition time point of the training data to be processed and the corresponding time processing rules Incremental time point;
[0179] The generating module 320 is further configured to gene...
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