Attribution method, device, equipment, medium and product

The invention discloses an attribution method, device, equipment, medium and product, and the method comprises the steps: for streaming data which needs to be processed by a machine learning model in an online algorithm service, carrying out the real-time statistical analysis of the streaming data through rolling windows, obtaining the analysis results of a plurality of rolling windows, and obtaining the analysis results of the rolling windows; the analysis result of each rolling window can represent the distribution state of the features in the corresponding rolling window; analyzing and processing the analysis results of the rolling windows by using a sliding window to obtain the analysis result of the sliding window, so that the analysis result of the sliding window is used for describing the distribution state of the features in the sliding window, and the analysis result of the sliding window can express the distribution state of the features in the streaming data to a certain extent; and then, according