Table 13 MAPE statistics for 1003 dataset.
From: A hybrid Harris Hawks Optimization with Support Vector Regression for air quality forecasting
Methods | Best | Worst | Average | SD | CPU Time | C | Alpha | Rank |
|---|---|---|---|---|---|---|---|---|
EO | 0.0123176 | 0.0124201 | 0.0123198 | 0.0000115 | 17.8029015 | 684 | 66 | 2 |
GWO | 0.0123625 | 0.0124684 | 0.0123645 | 0.0000085 | 19.0358477 | 1000 | 47 | 5 |
HGSO | 0.0123669 | 0.0124000 | 0.0123705 | 0.0000040 | 39.1187216 | 956 | 46 | 7 |
BMO | 0.0123655 | 0.0124684 | 0.0123661 | 0.0000070 | 50.8555556 | 1000 | 52 | 6 |
MRFO | 0.0122805 | 0.0124744 | 0.0122831 | 0.0000100 | 24.2104032 | 975 | 64 | 1 |
SSA | 0.0123620 | 0.0124038 | 0.0123671 | 0.0000091 | 26.6693466 | 1000 | 47 | 4 |
WOA | 0.0123620 | 0.0123771 | 0.0123653 | 0.0000049 | 24.9293342 | 1000 | 47 | 3 |
HHO | 0.0124393 | 0.0128603 | 0.0124417 | 0.0000284 | 50.8356167 | 213 | 177 | 8 |
