Table 9 MAPE comparative performance metric results between the proposed HHO-SVR model and other hybrid SVR approaches for dataset 1005 (50 Iterations and 10 Runs).
From: A hybrid Harris Hawks Optimization with Support Vector Regression for air quality forecasting
Run | EO-SVR | GWO-SVR | HGSO-SVR | BMO-SVR | MRFO-SVR | SSA-SVR | WOA-SVR | HHO-SVR |
---|---|---|---|---|---|---|---|---|
1 | 0.0052068 | 0.0052073 | 0.0052256 | 0.0052210 | 0.0052105 | 0.0052139 | 0.0052293 | 0.0051539 |
2 | 0.0052068 | 0.0052073 | 0.0052152 | 0.0052210 | 0.0052093 | 0.0052090 | 0.0052292 | 0.0051539 |
3 | 0.0052068 | 0.0052073 | 0.0052127 | 0.0052210 | 0.0052088 | 0.0052090 | 0.0052292 | 0.0051529 |
4 | 0.0052068 | 0.0052073 | 0.0052127 | 0.0052210 | 0.0052088 | 0.0052074 | 0.0052292 | 0.0051529 |
5 | 0.0052068 | 0.0052073 | 0.0052090 | 0.0052210 | 0.0052088 | 0.0052074 | 0.0052292 | 0.0051529 |
6 | 0.0052068 | 0.0052073 | 0.0052090 | 0.0052210 | 0.0052088 | 0.0052071 | 0.0052292 | 0.0051525 |
7 | 0.0052068 | 0.0052073 | 0.0052090 | 0.0052210 | 0.0052088 | 0.0052069 | 0.0052292 | 0.0051525 |
8 | 0.0052068 | 0.0052073 | 0.0052090 | 0.0052210 | 0.0052088 | 0.0052069 | 0.0052292 | 0.0051522 |
9 | 0.0052068 | 0.0052073 | 0.0052090 | 0.0052210 | 0.0052088 | 0.0052069 | 0.0052285 | 0.0051522 |
10 | 0.0052068 | 0.0052071 | 0.0052090 | 0.0052210 | 0.0052088 | 0.0052069 | 0.0052285 | 0.0051521 |