Naive Bayes data processing system and method based on minority-class sample synthesis
A data processing system and data processing technology, applied in the fields of instrumentation, computing, medical informatics, etc., can solve the problems of increasing data volume, defect of naive Bayesian feature assumption independence, data imbalance, etc.
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[0071] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention.
[0072] The present invention provides a naive Bayesian data processing system and method based on the synthesis of minority samples. Its working principle is to ensure medical data by filling in missing medical data, smoothing processing, eliminating redundancy, and accurately analyzing and predicting medical data. The completeness of the medical data makes the interpretation of medical data more accurate.
[0073] The present invention will be further described in detail below in conjunction with examples and specific implementations.
[0074] Such as figure 1 with figure 2 As shown, a naive Bayesian data processing system based on the synthesis of minority samples, the system includes a medical information database 1, a data preprocessing module 2, and a data analysis module 3. The...
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