Medical insurance abnormal data on-line intelligent detection method
A technology of abnormal data and intelligent detection, applied in electrical digital data processing, special data processing applications, instruments, etc., can solve the problems of extensive business operation and management, harm to the medical insurance system, slow speed, etc.
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[0072] The technical solutions of the present invention will be described in further detail below with reference to the accompanying drawings, but the protection scope of the present invention is not limited to the following.
[0073] Such as figure 1 As shown, an online intelligent detection method for medical insurance abnormal data includes the following steps:
[0074] S1. Training data set acquisition: extract the original medical insurance data and perform clustering and screening to obtain suspicious feature data clusters, manually review and label the data in the suspicious feature data clusters filtered out, and add the labeled data to the training data set;
[0075] S2. Online learning: The training model uses the marked suspicious feature data clusters for online training and learning, until the maturity of the training model meets the requirements, the training model is defined to be mature and the training mature model parameters are stored;
[0076] S3. Online detection:...
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