Research Article
Multimodal Data Guided Spatial Feature Fusion and Grouping Strategy for E-Commerce Commodity Demand Forecasting
Table 7
MAPE comparative experimental results of different methods.
| | Methods | Good_ID: 192 (%) | Good_ID: 73 (%) | Good_ID: 106 (%) | Good_ID: 213 (%) | Good_ID: 50 (%) | Good_ID: 239 (%) |
| | ARIMA | 8.25 | 6.96 | 7.99 | 5.74 | 6.14 | 9.25 | | MLP-LSTM | 3.65 | 6.59 | 9.25 | 2.96 | 3.48 | 5.11 | | Ours | 1.32 | 1.50 | 1.62 | 1.41 | 1.36 | 1.27 |
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