Method and device for optimizing data processing model
A technology of data processing and processing models, applied in electrical digital data processing, instruments, calculations, etc., can solve problems such as low efficiency of optimization, and it is not easy to find wrong code modules
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Embodiment 1
[0045] figure 1 The implementation flow of the data processing model optimization method provided by the first embodiment of the present invention is shown, and the details are as follows:
[0046] In step S101, input parameters for calculation processing of the data processing model are received.
[0047] Specifically, the data processing model may be a multi-parameter calculation model widely used in various industries, such as an insurance premium calculation model used in the insurance industry, or an environmental index evaluation model, etc. When the data processing model is an insurance premium calculation model, the corresponding input parameters may include: one or more of insurance product code, insurance product type, insurance business type, occupation of the insured, monthly salary of the insured, and premium calculation direction .
[0048] The data processing model includes a new data processing model and an old data processing model. Wherein, the old data pr...
Embodiment 2
[0060] figure 2 The implementation flow of the data processing model optimization method provided by the second embodiment of the present invention is shown, and the details are as follows:
[0061] In step S201, input parameters for calculation processing of the data processing model are received.
[0062] In step S202, the input parameters are respectively input into the old data processing model and the new data processing model to generate a first processing result and a second processing result respectively.
[0063] Steps S201-S202 are basically the same as steps S101-S102 in Embodiment 1, and will not be repeated here.
[0064] In step S203, when the absolute value of the difference between the first processing result and the second processing result exceeds a preset threshold, according to the input parameter, the code module corresponding to the input parameter is searched.
[0065] Specifically, in the embodiment of the present invention, the corresponding relatio...
Embodiment 3
[0074] image 3 The implementation flow of the data processing model optimization method provided by the third embodiment of the present invention is shown, and the details are as follows:
[0075] In step S301, input parameters for calculation processing of the data processing model are received.
[0076] In step S302, the input parameters are respectively input into the old data processing model and the new data processing model to generate a first processing result and a second processing result respectively.
[0077] Steps S301-S302 are basically the same as steps S101-S102 in Embodiment 1, and will not be repeated here.
[0078] In step S303, the absolute values of the differences between the plurality of first processing results and the second processing results are sorted from large to small.
[0079] When data processing is performed on input parameters, multiple abnormal results may appear within the same period of time (that is, the absolute value of the differen...
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