Table 12 MAPE statistics for 1001 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 | 0.0033055 | 0.0033889 | 0.0033066 | 0.0000074 | 69.4666568 | 1000 | 281 | 7 |
GWO | 0.0032457 | 0.0032991 | 0.0032462 | 0.0000034 | 124.2312211 | 1000 | 650 | 2 |
HGSO | 0.0032683 | 0.0032835 | 0.0032691 | 0.0000022 | 93.3155002 | 994 | 601 | 5 |
BMO | 0.0032467 | 0.0032929 | 0.0032477 | 0.0000065 | 203.7472222 | 999 | 621 | 3 |
MRFO | 0.0032470 | 0.0032985 | 0.0032478 | 0.0000049 | 95.6612414 | 993 | 608 | 4 |
SSA | 0.0032735 | 0.0033440 | 0.0032751 | 0.0000069 | 96.1546419 | 999 | 423 | 6 |
WOA | 0.0033814 | 0.0035842 | 0.0033832 | 0.0000132 | 26.1253467 | 998 | 100 | 8 |
HHO | 0.0031921 | 0.0033400 | 0.0032168 | 0.0000274 | 507.0908333 | 521 | 307 | 1 |
