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. 2024 Jun 28;7:1354742. doi: 10.3389/frai.2024.1354742

Table 8.

Fitness function based outcomes for the different combinations of GRU.

Algorithm Best Worst Mean Median SD Variance
GRU + PSO 0.73490 0.65483 0.72010 0.023912 0.067272 5.3 × 10−6
GRU + ACO 0.71230 0.63490 0.69034 0.019024 0.075343 6.3 × 10−6
GRU + BAT 0.75630 0.62390 0.65372 0.034930 0.06536 4.23 × 10−5
GRU + FF 0.78945 0.67890 0.71239 0.029043 0.0534102 3.130 × 10−4
GRU + RSA 0.85290 0.71012 0.73402 0.033393 0.053242 2.902 × 10−4
GRU + SHO 0.86342 0.70234 0.74022 0.045302 0.048933 2.7829 × 10−4
GRU + HHO 0.89267 0.80239 0.79340 0.059030 0.045672 2.0839 × 10−4
GRU + LCHHOA (proposed model) 0.98673 0.81202 0.85640 0.068313 0.0398303 1.28930 × 10−4