Research Article
Research on the Forecast of the Combined GRU Model Based on the Optimized Bat Algorithm in the Bank Transaction Volume
Table 2
Performance comparison of different initialization strategies.
| | Function | Random initialization | General reverse learning | Fuch chaos inversion | | Fit | Driver | Fit | Driver | Fit | Driver |
| | f1 | 20.7497 | 18.1645 | 20.7483 | 18.4191 | 20.5793 | 19.8864 | | f2 | 1.12E + 03 | 341.662 | 1.06E + 03 | 343.9945 | 960.117 | 372.0474 | | f3 | 3.26E + 03 | 8.5075 | 3.23E + 03 | 8.6192 | 2.77E + 03 | 9.3072 | | f4 | 1.21E + 05 | 56.8516 | 1.20E + 05 | 57.3976 | 1.08E + 05 | 62.1469 | | f5 | 3.85E + 23 | 5.674 | 5.80E + 22 | 5.7708 | 3.84E + 11 | 6.212 | | f6 | 469.0284 | 2.842 | 450.6013 | 2.8784 | 368.8445 | 3.1041 | | f7 | 6.10E + 10 | 56.93 | 5.62E + 10 | 57.5255 | 4.65E + 10 | 62.2366 | | f8 | 1.33E + 06 | 56.9289 | 7.37E + 05 | 57.6686 | 3.87E + 05 | 62.0767 | | f9 | 1.23E + 05 | 56.9036 | 1.21E + 05 | 57.5548 | 9.81E + 04 | 62.1608 |
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