Intelligent data auditing optimization method, device, equipment, storage medium and product

Abstract

The application discloses an intelligent data auditing optimization method, device and equipment, a storage medium and a product. The method comprises the following steps: receiving first information carrying basic attribute information of service data and a required model type which is sent by an edge node; determining a target artificial intelligence model and an auditing rule according to the basic attribute information, the model type and current auditing service requirements; making a decision on a filling strategy for missing data in the service data, and filling the missing data according to at least one filling algorithm indicated by the decision-making filling strategy to obtain a complete data set; and performing data auditing on the complete data set according to the target artificial intelligence model and the auditing rule by the edge node. The application supports selecting multiple filling methods to fill the missing data, can effectively improve the accuracy of missing data filling, meets the data auditing requirements of complex and changeable communication network environments and service scenarios, and improves the data auditing effect.

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