Research Article
[Retracted] Optimization Algorithm of Tourism Security Early Warning Information System Based on Long Short-Term Memory (LSTM)
Table 1
Based on LSTM recursive neural network tourism security early warning information system simulation test results.
| ā | X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 | X10 | Alarm indication |
| 1 | 0.95 | 0.74 | 0.089 | 0.06 | 0.02 | 0.72 | 0.44 | 0.04 | 0.03 | 0.12 | (1000) green | 2 | 0.87 | 0.61 | 0.06 | 0.11 | 0.05 | 0.67 | 0.36 | 0.15 | 0.06 | 0.11 | (1000) green | 3 | 0.74 | 0.66 | 0.14 | 0.16 | 0.08 | 0.67 | 0.44 | 0.20 | 0.09 | 0.16 | (0100) blue | 4 | 0.67 | 0.51 | 0.16 | 0.17 | 0.07 | 0.54 | 0.34 | 0.28 | 0.12 | 0.32 | (0010) orange | 5 | 0.82 | 0.67 | 0.08 | 0.11 | 0.05 | 0.68 | 0.39 | 0.15 | 0.06 | 0.14 | (0100) blue | 6 | 0.58 | 0.58 | 0.16 | 0.20 | 0.09 | 0.50 | 0.27 | 0.31 | 0.15 | 0.22 | (0010) orange | 7 | 0.62 | 0.48 | 0.27 | 0.20 | 0.12 | 0.50 | 0.25 | 0.36 | 0.22 | 0.32 | (0001) red | 8 | 0.57 | 0.41 | 0.21 | 0.22 | 0.15 | 0.42 | 0.28 | 0.44 | 0.27 | 0.51 | (0001) red |
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