Quantity prediction model training method, quantity prediction method and related equipment

• Main Authors: LI PEIJI, XIA YANG, LI SI, CHEN YUFEN
• Format: Patent
• Language: Chinese; English
• Published: 21.09.2021
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention relates to the field of artificial intelligence, is applied to express delivery quantity prediction, and provides a quantity prediction model training method and device, equipment and a storage medium. The method comprises the following steps: acquiring historical business data of a target website in a specific time period, and preprocessing the historical business data to obtain original business data; performing feature extraction on the original business data to obtain training business data carrying feature vectors; training the training service data through a preset time sequence analysis model to generate an original quantity prediction model; and taking the updated training service data as a new training sample set, and inputting the new training sample set into the original quantity prediction model for iterative training to obtain a target quantity prediction model. The part quantity prediction model obtained through training can get through data, follow-up overall resource planning is