Research Article
Metaheuristic Approaches Integrated with ANN in Forecasting Daily Emergency Department Visits
Table 4
The trials for GA-ANN for testing.
| Population | Crossover rate | Mutation rate | #n | MSE | Population | Crossover rate | Mutation rate | #n | MSE |
| 50 | 0.8 | 0.1 | 14 | 3765.061 | 50 | 0.6 | 0.2 | 31 | 3809.621 | 50 | 0.9 | 0.1 | 41 | 3766.242 | 50 | 0.4 | 0.4 | 11 | 3813.64 | 50 | 0.8 | 0.4 | 35 | 3778.22 | 50 | 0.9 | 0.3 | 50 | 3814.467 | 50 | 0.7 | 0.3 | 6 | 3778.834 | 50 | 0.8 | 0.2 | 2 | 3814.507 | 50 | 0.4 | 0.2 | 4 | 3780.327 | 50 | 0.6 | 0.3 | 42 | 3818.202 | 50 | 0.7 | 0.3 | 20 | 3797.909 | 50 | 0.8 | 0.3 | 10 | 3819.057 | 50 | 0.7 | 0.4 | 3 | 3800.592 | 50 | 0.7 | 0.4 | 45 | 3820.331 | 50 | 0.9 | 0.4 | 37 | 3801.734 | 50 | 0.9 | 0.1 | 11 | 3820.392 | 50 | 0.9 | 0.2 | 36 | 3804.538 | 50 | 0.7 | 0.1 | 46 | 3820.961 | 50 | 0.9 | 0.3 | 9 | 3808.179 | 50 | 0.8 | 0.1 | 21 | 3822.238 |
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