Short-Term Demand Forecast of E-Commerce Platform Based on ConvLSTM Network

Table 2

Comparison of forecast results of different stores.

Shop_Number	MAPE_LGBM	MAPE_LSTM	MAPE_ConvLSTM	MAPE_SVR	MAPE_ARIMA
101015	37.00	36.45	36.25	36.01	35.23
101016	40.31	39.83	38.50	37.1	38.21
101031	35.70	36.34	36.80	35.33	36.41
101044	40.83	41.95	40.00	39.89	38.98
101166	41.06	39.07	39.95	38.34	38.9
Mean value	40.98	38.728	38.03	37.34	37.55