Table 16 MAPE statistics for 1009 dataset.
From: A hybrid Harris Hawks Optimization with Support Vector Regression for air quality forecasting
Methods | Best | Worst | Average | SD | Time (H) | C | Alpha | Rank |
|---|---|---|---|---|---|---|---|---|
EO | 0.0049599 | 0.0050321 | 0.0049606 | 0.0000057 | 115.8019583 | 1000 | 570 | 4 |
GWO | 0.0049600 | 0.0050321 | 0.0049610 | 0.0000052 | 116.2327811 | 1000 | 519 | 5 |
HGSO | 0.0049623 | 0.0051158 | 0.0049654 | 0.0000144 | 114.3111473 | 990 | 521 | 7 |
BMO | 0.0048836 | 0.0049141 | 0.0048839 | 0.0000024 | 275.2083333 | 1000 | 717 | 1 |
MRFO | 0.0049598 | 0.0049935 | 0.0049607 | 0.0000042 | 109.5209263 | 999 | 570 | 3 |
SSA | 0.0049602 | 0.0050321 | 0.0049614 | 0.0000077 | 117.8218834 | 1000 | 567 | 6 |
WOA | 0.0054772 | 0.0055324 | 0.0054775 | 0.0000025 | 38.8181049 | 1000 | 100 | 8 |
HHO | 0.0049327 | 0.0051315 | 0.0049348 | 0.0000103 | 288.5619450 | 862 | 798 | 2 |
