| System | Model | p | StdFit | %RE | R² | R²adj | AIC | AICc | %RMSPE | %MEP |
| HFP | ICA3 | 4 | 8.67 | 43.3 | 0.4382 | 0.3995 | 276.6 | 277.3 | 5.6 | 107.4 |
| Ensemble | ICA4 | 5 | 8.49 | 42.4 | 0.4699 | 0.4234 | 275.4 | 276.4 | 5.7 | 103.5 |
|
| ICA5 | 6 | 7.31 | 36.6 | 0.6137 | 0.5723 | 257.9 | 259.4 | 4.9 | 109.6 |
|
| ICA6 | 7 | 7.37 | 36.8 | 0.6145 | 0.5654 | 260.3 | 262.3 | 5.2 | 83.3 |
|
| ICA7 | 8 | 7.26 | 36.3 | 0.6324 | 0.5779 | 259.9 | 262.6 | 5.1 | 102.8 |
|
| ICA8 | 9 | 7.32 | 36.6 | 0.6327 | 0.5703 | 262.6 | 266.0 | 5.3 | 101.7 |
|
| ICA9 | 10 | 7.39 | 37.0 | 0.6328 | 0.5622 | 265.4 | 269.6 | 5.7 | 94.0 |
|
| ICA10 | 11 | 7.25 | 36.2 | 0.6538 | 0.5791 | 264.6 | 269.8 | 5.4 | 93.8 |
|
| ICA11 | 12 | 6.45 | 32.2 | 0.7313 | 0.6668 | 251.7 | 258.0 | 5.1 | 95.6 |
|
| ICA12 | 13 | 6.42 | 32.1 | 0.7385 | 0.6691 | 253.2 | 260.6 | 5.2 | 83.7 |
|
| ICA13 | 14 | 6.48 | 32.4 | 0.7389 | 0.6628 | 256.4 | 265.2 | 5.4 | 84.3 |
|
| ICA14 | 15 | 6.55 | 32.7 | 0.7393 | 0.6561 | 259.8 | 270.0 | 5.5 | 139.9 |
|
| ICA15 | 16 | 6.19 | 31.0 | 0.7714 | 0.6919 | 255.1 | 267.0 | 5.1 | 94.4 |
|
| ICA5²(21) | 21 | 5.66 | 28.3 | 0.8293 | 0.7419 | 257.4 | 280.0 | 9.8 | 80.9 |
|
| ICA5²p(10) | 10 | 5.59 | 27.9 | 0.7901 | 0.7498 | 230.2 | 234.4 | 4.2 | 99.4 |
|
| ICA5²p(5) | 5 | 7.56 | 37.8 | 0.5811 | 0.5444 | 260.7 | 261.8 | 5.0 | 56.2 |
|
| ICA5²(4) | 4 | 7.76 | 38.8 | 0.5504 | 0.5194 | 262.7 | 263.4 | 5.1 | 56.2 |
|
| ICA6²(28) | 28 | 4.88 | 24.4 | 0.8944 | 0.8075 | 266.4 | 314.2 | 8.0 | 101.4 |
|
| ICA6²p(20) | 20 | 4.67 | 23.4 | 0.8809 | 0.8241 | 230.2 | 250.2 | 4.9 | 101.4 |
|
| ICA6²p(12) | 12 | 5.69 | 28.4 | 0.7906 | 0.7404 | 236.0 | 242.3 | 4.3 | 101.4 |
|
| ICA6²p(8) | 8 | 6.67 | 33.4 | 0.6895 | 0.6435 | 249.3 | 251.9 | 4.4 | 101.4 |
|
| ICA6²p(5) | 5 | 7.53 | 37.6 | 0.5848 | 0.5484 | 260.2 | 261.3 | 5.0 | 101.4 |
|
| ICA6²(4) | 4 | 7.81 | 39.0 | 0.5457 | 0.5144 | 263.5 | 264.2 | 5.1 | 80.6 |
|
| ICA7²(36) | 36 | 4.82 | 24.1 | 0.9206 | 0.8106 | 319.2 | 421.6 | 34.0 | 97.9 |
|
| ICA7²p(19) | 19 | 4.47 | 22.3 | 0.8887 | 0.8395 | 221.7 | 239.3 | 5.2 | 97.9 |
|
| ICA7²p(16) | 16 | 4.75 | 23.7 | 0.8658 | 0.8191 | 221.6 | 233.4 | 6.2 | 97.9 |
|
| ICA7²p(11) | 11 | 5.41 | 27.1 | 0.8114 | 0.7707 | 227.9 | 233.1 | 4.7 | 97.9 |
|
| ICA7²(10) | 10 | 6.34 | 31.7 | 0.7304 | 0.6786 | 246.0 | 250.2 | 5.6 | 97.9 |
|
| ICA8²(45) | 45 | 2.76 | 13.8 | 0.9826 | 0.9366 | 382.5 | 626.0 | 50.6 | 101.4 |
|
| ICA8²p(29) | 29 | 2.92 | 14.6 | 0.9634 | 0.9311 | 206.7 | 259.4 | 5.8 | 103.5 |
|
| ICA8²p(18) | 18 | 4.76 | 23.8 | 0.8709 | 0.8181 | 226.9 | 242.4 | 4.5 | 103.5 |
|
| ICA8²p(11) | 11 | 5.65 | 28.3 | 0.7893 | 0.7439 | 233.3 | 238.5 | 4.4 | 95.8 |
|
| ICA8²p(5) | 5 | 8.24 | 41.2 | 0.5081 | 0.4649 | 271.5 | 272.6 | 6.0 | 95.8 |
|
| ICA8²p(2) | 2 | 9.92 | 49.6 | 0.2690 | 0.2446 | 291.3 | 291.5 | 6.4 | 45.2 |