Table 15 MAPE statistics for 1007 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 | 0.0033640 | 0.0034207 | 0.0033648 | 0.0000044 | 113.8061068 | 1000 | 574 | 4 |
GWO | 0.0033642 | 0.0034207 | 0.0033647 | 0.0000025 | 112.6148437 | 1000 | 572 | 6 |
HGSO | 0.0033666 | 0.0034069 | 0.0033692 | 0.0000051 | 90.0221714 | 978 | 583 | 7 |
BMO | 0.0033578 | 0.0033764 | 0.0033579 | 0.0000011 | 186.5833333 | 787 | 576 | 2 |
MRFO | 0.0033641 | 0.0033739 | 0.0033646 | 0.0000013 | 103.7009238 | 999 | 573 | 5 |
SSA | 0.0033640 | 0.0033713 | 0.0033645 | 0.0000006 | 115.8633256 | 999 | 575 | 3 |
WOA | 0.0035080 | 0.0035252 | 0.0035082 | 0.0000008 | 48.2469431 | 1000 | 100 | 8 |
HHO | 0.0032429 | 0.0034207 | 0.0033308 | 0.0000678 | 472.2213889 | 934 | 429 | 1 |
