For a short description on the computed values, refer to the documentation.
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. best | virt. worst |
|---|---|---|---|---|---|---|---|---|---|---|
| count | 135.00 | 135.00 | 135.00 | 135.00 | 135.00 | 135.00 | 135.00 | 135.00 | 135.00 | 135.00 |
| arith. mean | 238.60 | 313.89 | 243.35 | 242.88 | 243.45 | 223.88 | 243.00 | 244.99 | 202.08 | 342.07 |
| arith. std. | 368.62 | 365.03 | 378.54 | 372.98 | 379.36 | 368.03 | 378.99 | 372.26 | 351.28 | 373.05 |
| geom. mean | 32.02 | 77.28 | 36.12 | 31.63 | 34.09 | 28.22 | 31.78 | 39.84 | 17.70 | 101.40 |
| geom. std. | 10.40 | 9.42 | 8.58 | 10.25 | 9.17 | 9.48 | 9.64 | 8.79 | 11.44 | 7.75 |
| sh.geom. mean | 54.08 | 112.13 | 53.91 | 53.02 | 52.88 | 46.01 | 51.05 | 59.77 | 35.52 | 133.33 |
| sh.geom. std. | 5.24 | 4.91 | 5.16 | 5.39 | 5.23 | 5.15 | 5.34 | 5.05 | 5.38 | 4.71 |
| min | 0.32 | 0.23 | 0.38 | 0.27 | 0.28 | 0.22 | 0.32 | 0.31 | 0.22 | 0.49 |
| 10.0% | 1.39 | 2.15 | 3.12 | 2.10 | 2.66 | 2.41 | 2.02 | 3.05 | 1.06 | 4.75 |
| 25.0% | 6.96 | 25.44 | 10.62 | 3.97 | 10.36 | 8.75 | 8.99 | 9.82 | 2.33 | 33.77 |
| 50.0% | 29.50 | 111.64 | 20.78 | 23.06 | 19.96 | 15.68 | 17.78 | 24.27 | 10.67 | 148.92 |
| 75.0% | 424.30 | 887.16 | 388.86 | 411.18 | 395.20 | 182.74 | 453.47 | 327.06 | 182.74 | 900.00 |
| 90.0% | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 |
| max | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 |
Performance with respect to virt. best:
Tolerance:
relative 0.1
absolute 0.1
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. worst |
|---|---|---|---|---|---|---|---|---|---|
| count | 135.00 | 135.00 | 135.00 | 135.00 | 135.00 | 135.00 | 135.00 | 135.00 | 135.00 |
| arith. mean | 3.84 | 28.70 | 2.95 | 3.75 | 13.07 | 2.41 | 9.53 | 2.99 | 32.45 |
| arith. std. | 6.60 | 103.91 | 5.31 | 18.63 | 101.69 | 6.65 | 86.94 | 2.64 | 109.37 |
| min | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 10.0% | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 25.0% | 1.00 | 1.23 | 1.16 | 1.00 | 1.06 | 1.00 | 1.04 | 1.14 | 1.92 |
| 50.0% | 1.00 | 2.61 | 1.71 | 1.52 | 1.45 | 1.23 | 1.41 | 1.87 | 4.31 |
| 75.0% | 1.75 | 6.11 | 3.14 | 2.59 | 2.47 | 2.05 | 2.25 | 4.10 | 9.28 |
| 90.0% | 14.62 | 114.03 | 5.13 | 4.00 | 5.23 | 4.11 | 4.64 | 5.73 | 117.54 |
| max | 30.47 | 1105.83 | 57.13 | 217.19 | 1137.80 | 77.51 | 1012.02 | 16.29 | 1137.80 |
| better | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| close | 75.00 | 31.00 | 31.00 | 54.00 | 39.00 | 61.00 | 40.00 | 36.00 | 25.00 |
| worse | 60.00 | 104.00 | 104.00 | 81.00 | 96.00 | 74.00 | 95.00 | 99.00 | 110.00 |
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. best | virt. worst |
|---|---|---|---|---|---|---|---|---|---|---|
| count | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 |
| arith. mean | 176.11 | 250.35 | 170.36 | 174.40 | 162.64 | 160.66 | 170.30 | 177.67 | 146.48 | 261.68 |
| arith. std. | 323.78 | 325.95 | 325.81 | 327.58 | 320.23 | 321.42 | 328.20 | 324.64 | 308.02 | 328.09 |
| geom. mean | 23.17 | 58.81 | 24.84 | 21.18 | 22.15 | 19.37 | 21.36 | 28.35 | 12.10 | 74.04 |
| geom. std. | 8.95 | 9.11 | 7.16 | 8.73 | 7.50 | 7.98 | 8.02 | 7.61 | 9.38 | 7.41 |
| sh.geom. mean | 39.34 | 87.92 | 37.06 | 36.10 | 34.47 | 31.68 | 34.48 | 42.87 | 24.27 | 99.82 |
| sh.geom. std. | 4.51 | 4.60 | 4.30 | 4.58 | 4.26 | 4.33 | 4.44 | 4.33 | 4.52 | 4.38 |
| min | 0.32 | 0.23 | 0.38 | 0.27 | 0.28 | 0.22 | 0.32 | 0.31 | 0.22 | 0.49 |
| 10.0% | 1.26 | 1.89 | 2.65 | 2.00 | 2.15 | 1.83 | 1.62 | 2.47 | 1.00 | 4.24 |
| 25.0% | 6.06 | 14.78 | 10.04 | 2.92 | 8.71 | 8.02 | 7.43 | 9.59 | 2.16 | 20.69 |
| 50.0% | 24.19 | 64.82 | 18.63 | 19.42 | 16.59 | 14.75 | 16.28 | 19.26 | 8.50 | 93.69 |
| 75.0% | 55.19 | 342.00 | 39.62 | 51.96 | 29.44 | 28.38 | 34.77 | 86.49 | 19.13 | 346.05 |
| 90.0% | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 |
| max | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 |
Performance with respect to virt. best:
Tolerance:
relative 0.1
absolute 0.1
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. worst |
|---|---|---|---|---|---|---|---|---|---|
| count | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 |
| arith. mean | 4.18 | 23.24 | 2.59 | 2.08 | 2.25 | 1.91 | 2.10 | 3.04 | 24.20 |
| arith. std. | 6.98 | 48.17 | 2.51 | 1.48 | 1.73 | 1.37 | 1.46 | 2.45 | 47.83 |
| min | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 10.0% | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 25.0% | 1.00 | 1.62 | 1.30 | 1.00 | 1.16 | 1.00 | 1.12 | 1.28 | 2.10 |
| 50.0% | 1.04 | 3.39 | 1.77 | 1.62 | 1.49 | 1.26 | 1.42 | 1.98 | 4.54 |
| 75.0% | 1.97 | 6.85 | 3.16 | 2.60 | 2.48 | 2.12 | 2.33 | 4.16 | 9.48 |
| 90.0% | 16.49 | 116.16 | 4.94 | 3.97 | 5.05 | 4.09 | 4.63 | 5.97 | 116.16 |
| max | 30.47 | 174.33 | 23.16 | 9.89 | 8.37 | 7.48 | 7.65 | 13.79 | 174.33 |
| better | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| close | 61.00 | 21.00 | 21.00 | 43.00 | 29.00 | 49.00 | 30.00 | 26.00 | 15.00 |
| worse | 57.00 | 97.00 | 97.00 | 75.00 | 89.00 | 69.00 | 88.00 | 92.00 | 103.00 |
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. best | virt. worst |
|---|---|---|---|---|---|---|---|---|---|---|
| count | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 |
| arith. mean | 223.04 | 316.91 | 215.35 | 220.50 | 205.68 | 203.26 | 215.53 | 224.62 | 185.49 | 330.90 |
| arith. std. | 350.45 | 337.60 | 354.04 | 355.42 | 348.67 | 350.32 | 356.69 | 351.45 | 336.74 | 337.69 |
| geom. mean | 50.52 | 148.84 | 46.94 | 38.99 | 43.16 | 38.28 | 42.92 | 56.57 | 23.09 | 171.72 |
| geom. std. | 5.84 | 3.93 | 5.38 | 7.41 | 5.40 | 5.73 | 5.73 | 5.25 | 7.85 | 3.51 |
| sh.geom. mean | 62.98 | 160.03 | 56.69 | 55.13 | 52.68 | 48.13 | 53.28 | 67.31 | 36.12 | 181.16 |
| sh.geom. std. | 4.34 | 3.42 | 4.29 | 4.66 | 4.26 | 4.41 | 4.45 | 4.17 | 4.82 | 3.14 |
| min | 1.51 | 8.31 | 5.81 | 1.97 | 4.93 | 4.18 | 4.42 | 6.21 | 1.51 | 10.25 |
| 10.0% | 7.40 | 27.43 | 10.75 | 2.32 | 10.48 | 8.86 | 9.36 | 9.90 | 2.25 | 36.91 |
| 25.0% | 11.56 | 43.38 | 13.38 | 15.37 | 13.64 | 11.81 | 12.21 | 15.23 | 6.03 | 61.33 |
| 50.0% | 34.20 | 188.01 | 21.58 | 26.87 | 20.83 | 15.97 | 20.97 | 36.15 | 11.64 | 188.01 |
| 75.0% | 215.98 | 369.11 | 183.51 | 130.13 | 148.71 | 120.37 | 172.24 | 177.00 | 120.37 | 417.08 |
| 90.0% | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 |
| max | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 |
Performance with respect to virt. best:
Tolerance:
relative 0.1
absolute 0.1
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. worst |
|---|---|---|---|---|---|---|---|---|---|
| count | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 |
| arith. mean | 4.99 | 28.98 | 2.49 | 2.02 | 2.35 | 2.01 | 2.24 | 3.24 | 29.67 |
| arith. std. | 7.67 | 52.85 | 1.73 | 1.39 | 1.85 | 1.45 | 1.54 | 2.61 | 52.55 |
| min | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 10.0% | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 25.0% | 1.00 | 2.06 | 1.21 | 1.00 | 1.11 | 1.00 | 1.10 | 1.21 | 2.61 |
| 50.0% | 1.00 | 4.63 | 1.81 | 1.30 | 1.46 | 1.24 | 1.58 | 2.42 | 5.47 |
| 75.0% | 4.23 | 10.19 | 3.41 | 2.63 | 2.65 | 2.47 | 2.93 | 4.28 | 12.46 |
| 90.0% | 18.14 | 131.28 | 4.97 | 3.97 | 5.25 | 4.15 | 4.95 | 6.45 | 131.28 |
| max | 30.47 | 174.33 | 8.03 | 9.13 | 8.37 | 7.48 | 7.65 | 13.79 | 174.33 |
| better | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| close | 48.00 | 15.00 | 19.00 | 40.00 | 24.00 | 39.00 | 24.00 | 23.00 | 15.00 |
| worse | 45.00 | 78.00 | 74.00 | 53.00 | 69.00 | 54.00 | 69.00 | 70.00 | 78.00 |
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. best | virt. worst |
|---|---|---|---|---|---|---|---|---|---|---|
| count | 92.00 | 92.00 | 92.00 | 92.00 | 92.00 | 92.00 | 92.00 | 92.00 | 92.00 | 92.00 |
| arith. mean | 26.41 | 105.81 | 19.83 | 22.37 | 17.43 | 15.11 | 19.95 | 30.26 | 10.45 | 113.46 |
| arith. std. | 61.04 | 128.65 | 38.31 | 51.00 | 29.98 | 28.85 | 54.31 | 57.58 | 28.70 | 126.23 |
| geom. mean | 10.12 | 31.81 | 11.01 | 9.04 | 9.78 | 8.33 | 9.20 | 13.18 | 4.71 | 42.19 |
| geom. std. | 4.45 | 7.25 | 3.10 | 4.00 | 3.27 | 3.33 | 3.46 | 3.94 | 3.38 | 5.80 |
| sh.geom. mean | 15.42 | 49.19 | 14.09 | 13.41 | 12.92 | 11.20 | 12.54 | 18.16 | 6.95 | 57.72 |
| sh.geom. std. | 2.05 | 3.37 | 1.72 | 1.97 | 1.66 | 1.61 | 1.76 | 2.08 | 1.58 | 3.24 |
| min | 0.32 | 0.23 | 0.38 | 0.27 | 0.28 | 0.22 | 0.32 | 0.31 | 0.22 | 0.49 |
| 10.0% | 1.02 | 1.47 | 2.15 | 1.97 | 1.67 | 1.44 | 1.16 | 1.79 | 0.85 | 2.99 |
| 25.0% | 3.39 | 8.01 | 6.89 | 2.43 | 5.19 | 5.21 | 4.95 | 7.45 | 2.09 | 9.99 |
| 50.0% | 11.32 | 42.27 | 13.34 | 13.82 | 13.45 | 11.73 | 12.07 | 15.02 | 5.82 | 60.70 |
| 75.0% | 34.06 | 177.50 | 21.46 | 25.92 | 20.69 | 15.92 | 20.79 | 35.29 | 11.58 | 179.75 |
| 90.0% | 49.80 | 320.83 | 33.90 | 44.44 | 26.34 | 23.69 | 25.79 | 69.23 | 16.08 | 320.83 |
| max | 565.01 | 566.41 | 360.64 | 472.86 | 280.06 | 275.06 | 516.70 | 494.33 | 275.06 | 566.41 |
Performance with respect to virt. best:
Tolerance:
relative 0.1
absolute 0.1
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. worst |
|---|---|---|---|---|---|---|---|---|---|
| count | 92.00 | 92.00 | 92.00 | 92.00 | 92.00 | 92.00 | 92.00 | 92.00 | 92.00 |
| arith. mean | 4.93 | 29.21 | 2.92 | 2.27 | 2.54 | 2.13 | 2.32 | 3.51 | 30.40 |
| arith. std. | 7.72 | 53.08 | 2.72 | 1.56 | 1.84 | 1.47 | 1.55 | 2.56 | 52.56 |
| min | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.72 |
| 10.0% | 1.00 | 1.26 | 1.18 | 1.00 | 1.11 | 1.00 | 1.08 | 1.23 | 2.09 |
| 25.0% | 1.00 | 2.12 | 1.46 | 1.13 | 1.31 | 1.07 | 1.30 | 1.64 | 3.30 |
| 50.0% | 1.22 | 4.54 | 2.01 | 1.80 | 1.67 | 1.48 | 1.65 | 2.80 | 5.51 |
| 75.0% | 2.18 | 9.75 | 3.65 | 2.72 | 3.02 | 2.51 | 2.94 | 4.59 | 12.64 |
| 90.0% | 18.16 | 131.72 | 5.57 | 3.97 | 5.30 | 4.25 | 5.06 | 6.63 | 131.72 |
| max | 30.47 | 174.33 | 23.16 | 9.89 | 8.37 | 7.48 | 7.65 | 13.79 | 174.33 |
| better | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| close | 43.00 | 6.00 | 6.00 | 25.00 | 12.00 | 29.00 | 14.00 | 10.00 | 0.00 |
| worse | 49.00 | 86.00 | 86.00 | 67.00 | 80.00 | 63.00 | 78.00 | 82.00 | 92.00 |
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. best | virt. worst |
|---|---|---|---|---|---|---|---|---|---|---|
| count | 94.00 | 94.00 | 94.00 | 94.00 | 94.00 | 94.00 | 94.00 | 94.00 | 94.00 | 94.00 |
| arith. mean | 30.24 | 113.16 | 20.46 | 22.86 | 17.81 | 15.53 | 20.28 | 30.58 | 10.97 | 120.64 |
| arith. std. | 72.31 | 151.78 | 38.77 | 50.96 | 30.20 | 29.09 | 54.00 | 57.35 | 29.02 | 149.42 |
| geom. mean | 10.30 | 32.02 | 11.06 | 9.09 | 9.78 | 8.33 | 9.20 | 13.12 | 4.76 | 42.23 |
| geom. std. | 4.66 | 7.46 | 3.18 | 4.07 | 3.35 | 3.42 | 3.54 | 4.03 | 3.48 | 6.01 |
| sh.geom. mean | 15.97 | 49.91 | 14.30 | 13.59 | 13.05 | 11.35 | 12.67 | 18.26 | 7.15 | 58.35 |
| sh.geom. std. | 2.16 | 3.47 | 1.75 | 1.99 | 1.69 | 1.64 | 1.79 | 2.10 | 1.62 | 3.34 |
| min | 0.32 | 0.23 | 0.38 | 0.27 | 0.28 | 0.22 | 0.32 | 0.31 | 0.22 | 0.49 |
| 10.0% | 1.05 | 1.47 | 2.06 | 1.85 | 1.65 | 1.39 | 1.14 | 1.77 | 0.86 | 2.53 |
| 25.0% | 3.07 | 7.40 | 6.24 | 2.41 | 5.02 | 4.99 | 4.83 | 7.24 | 2.09 | 9.48 |
| 50.0% | 11.32 | 42.27 | 13.34 | 13.82 | 13.45 | 11.73 | 12.07 | 15.02 | 5.82 | 60.70 |
| 75.0% | 34.15 | 184.51 | 21.54 | 26.55 | 20.79 | 15.95 | 20.91 | 35.86 | 11.62 | 185.26 |
| 90.0% | 50.57 | 333.94 | 35.99 | 44.49 | 26.90 | 24.61 | 25.98 | 70.11 | 17.47 | 333.94 |
| max | 565.01 | 900.00 | 360.64 | 472.86 | 280.06 | 275.06 | 516.70 | 494.33 | 275.06 | 900.00 |
Performance with respect to virt. best:
Tolerance:
relative 0.1
absolute 0.1
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. worst |
|---|---|---|---|---|---|---|---|---|---|
| count | 94.00 | 94.00 | 94.00 | 94.00 | 94.00 | 94.00 | 94.00 | 94.00 | 94.00 |
| arith. mean | 4.90 | 28.75 | 2.89 | 2.25 | 2.51 | 2.10 | 2.30 | 3.46 | 29.92 |
| arith. std. | 7.65 | 52.61 | 2.70 | 1.55 | 1.83 | 1.47 | 1.54 | 2.55 | 52.10 |
| min | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.72 |
| 10.0% | 1.00 | 1.30 | 1.19 | 1.00 | 1.10 | 1.00 | 1.07 | 1.24 | 2.10 |
| 25.0% | 1.00 | 2.16 | 1.44 | 1.15 | 1.30 | 1.04 | 1.29 | 1.57 | 3.26 |
| 50.0% | 1.25 | 4.54 | 2.00 | 1.77 | 1.66 | 1.47 | 1.61 | 2.68 | 5.51 |
| 75.0% | 2.37 | 10.05 | 3.57 | 2.71 | 2.98 | 2.51 | 2.91 | 4.52 | 13.00 |
| 90.0% | 18.12 | 130.84 | 5.50 | 3.97 | 5.29 | 4.23 | 5.05 | 6.60 | 130.84 |
| max | 30.47 | 174.33 | 23.16 | 9.89 | 8.37 | 7.48 | 7.65 | 13.79 | 174.33 |
| better | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| close | 43.00 | 6.00 | 6.00 | 25.00 | 13.00 | 31.00 | 15.00 | 10.00 | 0.00 |
| worse | 51.00 | 88.00 | 88.00 | 69.00 | 81.00 | 63.00 | 79.00 | 84.00 | 94.00 |
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. best | virt. worst |
|---|---|---|---|---|---|---|---|---|---|---|
| count | 97.00 | 97.00 | 97.00 | 97.00 | 97.00 | 97.00 | 97.00 | 97.00 | 97.00 | 97.00 |
| arith. mean | 45.48 | 128.28 | 31.17 | 34.61 | 28.25 | 25.64 | 30.74 | 41.06 | 21.20 | 135.53 |
| arith. std. | 130.19 | 187.35 | 98.56 | 105.97 | 95.36 | 94.82 | 104.97 | 106.12 | 95.24 | 184.92 |
| geom. mean | 11.06 | 33.73 | 11.83 | 9.73 | 10.45 | 8.89 | 9.84 | 13.97 | 5.15 | 44.10 |
| geom. std. | 5.19 | 7.70 | 3.52 | 4.52 | 3.69 | 3.79 | 3.91 | 4.33 | 3.98 | 6.23 |
| sh.geom. mean | 17.64 | 52.52 | 15.66 | 14.99 | 14.32 | 12.50 | 13.93 | 19.72 | 8.17 | 61.04 |
| sh.geom. std. | 2.47 | 3.64 | 2.01 | 2.27 | 1.95 | 1.91 | 2.05 | 2.31 | 1.93 | 3.50 |
| min | 0.32 | 0.23 | 0.38 | 0.27 | 0.28 | 0.22 | 0.32 | 0.31 | 0.22 | 0.49 |
| 10.0% | 1.08 | 1.48 | 2.08 | 1.90 | 1.65 | 1.41 | 1.15 | 1.77 | 0.89 | 2.67 |
| 25.0% | 2.91 | 7.10 | 5.91 | 2.40 | 4.93 | 4.88 | 4.77 | 7.13 | 2.08 | 9.22 |
| 50.0% | 11.56 | 43.38 | 13.38 | 15.37 | 13.64 | 11.81 | 12.21 | 15.23 | 6.03 | 61.33 |
| 75.0% | 35.00 | 234.07 | 22.13 | 27.02 | 21.10 | 16.04 | 21.00 | 36.76 | 11.72 | 234.07 |
| 90.0% | 51.66 | 344.65 | 38.44 | 47.17 | 29.35 | 27.24 | 30.25 | 79.35 | 18.43 | 344.65 |
| max | 900.00 | 900.00 | 899.71 | 900.00 | 899.77 | 900.00 | 900.00 | 899.63 | 899.61 | 900.00 |
Performance with respect to virt. best:
Tolerance:
relative 0.1
absolute 0.1
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. worst |
|---|---|---|---|---|---|---|---|---|---|
| count | 97.00 | 97.00 | 97.00 | 97.00 | 97.00 | 97.00 | 97.00 | 97.00 | 97.00 |
| arith. mean | 4.83 | 27.98 | 2.86 | 2.23 | 2.48 | 2.08 | 2.27 | 3.41 | 29.11 |
| arith. std. | 7.55 | 51.96 | 2.67 | 1.53 | 1.81 | 1.45 | 1.52 | 2.53 | 51.48 |
| min | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 10.0% | 1.00 | 1.24 | 1.16 | 1.00 | 1.09 | 1.00 | 1.05 | 1.22 | 2.08 |
| 25.0% | 1.00 | 2.14 | 1.43 | 1.14 | 1.30 | 1.03 | 1.29 | 1.55 | 3.24 |
| 50.0% | 1.23 | 4.51 | 1.99 | 1.76 | 1.65 | 1.47 | 1.58 | 2.57 | 5.47 |
| 75.0% | 2.47 | 9.60 | 3.48 | 2.70 | 2.94 | 2.50 | 2.85 | 4.31 | 12.46 |
| 90.0% | 18.07 | 129.52 | 5.38 | 3.97 | 5.29 | 4.20 | 5.04 | 6.56 | 129.52 |
| max | 30.47 | 174.33 | 23.16 | 9.89 | 8.37 | 7.48 | 7.65 | 13.79 | 174.33 |
| better | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| close | 45.00 | 7.00 | 7.00 | 26.00 | 14.00 | 33.00 | 16.00 | 11.00 | 1.00 |
| worse | 52.00 | 90.00 | 90.00 | 71.00 | 83.00 | 64.00 | 81.00 | 86.00 | 96.00 |
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. best | virt. worst |
|---|---|---|---|---|---|---|---|---|---|---|
| count | 81.00 | 81.00 | 81.00 | 81.00 | 81.00 | 81.00 | 81.00 | 81.00 | 81.00 | 81.00 |
| arith. mean | 25.37 | 71.37 | 24.49 | 36.17 | 23.83 | 17.96 | 24.85 | 36.27 | 13.99 | 86.82 |
| arith. std. | 69.01 | 100.16 | 52.51 | 111.06 | 61.73 | 36.95 | 66.56 | 67.78 | 36.94 | 131.75 |
| geom. mean | 8.03 | 21.78 | 11.04 | 11.68 | 9.60 | 8.15 | 9.15 | 13.68 | 5.43 | 30.37 |
| geom. std. | 4.51 | 6.66 | 3.59 | 4.28 | 3.85 | 3.84 | 4.04 | 4.58 | 3.80 | 5.56 |
| sh.geom. mean | 12.74 | 34.85 | 14.98 | 16.92 | 13.62 | 11.77 | 13.40 | 20.01 | 8.31 | 42.85 |
| sh.geom. std. | 2.08 | 2.96 | 1.91 | 2.18 | 1.91 | 1.77 | 1.97 | 2.26 | 1.73 | 3.00 |
| min | 0.32 | 0.23 | 0.38 | 0.27 | 0.28 | 0.22 | 0.32 | 0.31 | 0.22 | 0.49 |
| 10.0% | 0.98 | 1.35 | 1.87 | 1.68 | 1.38 | 0.93 | 1.07 | 1.75 | 0.81 | 2.16 |
| 25.0% | 2.19 | 6.48 | 4.99 | 4.17 | 3.82 | 3.72 | 3.43 | 5.61 | 2.08 | 7.37 |
| 50.0% | 8.96 | 37.03 | 14.09 | 18.37 | 15.64 | 13.16 | 14.53 | 17.16 | 8.03 | 47.54 |
| 75.0% | 25.53 | 86.74 | 23.39 | 29.91 | 22.66 | 16.09 | 21.58 | 37.66 | 14.45 | 101.68 |
| 90.0% | 44.48 | 234.65 | 37.77 | 45.69 | 29.30 | 27.24 | 29.31 | 79.27 | 18.22 | 234.65 |
| max | 565.01 | 566.41 | 360.64 | 900.00 | 493.31 | 275.06 | 516.70 | 494.33 | 275.06 | 900.00 |
Performance with respect to virt. best:
Tolerance:
relative 0.1
absolute 0.1
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. worst |
|---|---|---|---|---|---|---|---|---|---|
| count | 81.00 | 81.00 | 81.00 | 81.00 | 81.00 | 81.00 | 81.00 | 81.00 | 81.00 |
| arith. mean | 2.22 | 9.73 | 2.48 | 2.49 | 2.02 | 1.69 | 1.90 | 3.22 | 11.12 |
| arith. std. | 3.58 | 22.84 | 2.65 | 1.59 | 1.31 | 1.04 | 1.17 | 2.62 | 22.61 |
| min | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.72 |
| 10.0% | 1.00 | 1.23 | 1.14 | 1.09 | 1.09 | 1.00 | 1.06 | 1.21 | 2.06 |
| 25.0% | 1.00 | 1.95 | 1.37 | 1.48 | 1.28 | 1.01 | 1.25 | 1.42 | 2.79 |
| 50.0% | 1.00 | 3.42 | 1.81 | 2.17 | 1.57 | 1.28 | 1.43 | 2.07 | 4.67 |
| 75.0% | 1.57 | 5.90 | 2.57 | 2.83 | 2.32 | 1.90 | 2.10 | 4.02 | 7.73 |
| 90.0% | 3.47 | 10.95 | 3.85 | 4.06 | 3.45 | 2.60 | 3.10 | 6.50 | 13.79 |
| max | 22.83 | 132.16 | 23.16 | 9.89 | 8.37 | 5.78 | 7.65 | 13.79 | 132.16 |
| better | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| close | 43.00 | 6.00 | 6.00 | 12.00 | 12.00 | 31.00 | 14.00 | 10.00 | 0.00 |
| worse | 38.00 | 75.00 | 75.00 | 69.00 | 69.00 | 50.00 | 67.00 | 71.00 | 81.00 |
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. best | virt. worst |
|---|---|---|---|---|---|---|---|---|---|---|
| count | 95.00 | 95.00 | 95.00 | 95.00 | 95.00 | 95.00 | 95.00 | 95.00 | 95.00 | 95.00 |
| arith. mean | 32.51 | 115.67 | 23.60 | 32.09 | 22.82 | 17.47 | 23.41 | 33.41 | 12.96 | 128.85 |
| arith. std. | 75.27 | 152.96 | 49.22 | 103.29 | 57.29 | 34.59 | 61.79 | 63.39 | 34.79 | 168.77 |
| geom. mean | 10.65 | 32.84 | 11.45 | 9.54 | 10.19 | 8.61 | 9.55 | 13.56 | 4.95 | 43.61 |
| geom. std. | 4.78 | 7.49 | 3.32 | 4.36 | 3.55 | 3.54 | 3.70 | 4.15 | 3.66 | 6.12 |
| sh.geom. mean | 16.60 | 51.06 | 14.97 | 14.52 | 13.81 | 11.87 | 13.32 | 18.98 | 7.60 | 60.24 |
| sh.geom. std. | 2.23 | 3.49 | 1.86 | 2.18 | 1.84 | 1.72 | 1.89 | 2.17 | 1.72 | 3.41 |
| min | 0.32 | 0.23 | 0.38 | 0.27 | 0.28 | 0.22 | 0.32 | 0.31 | 0.22 | 0.49 |
| 10.0% | 1.06 | 1.47 | 2.07 | 1.87 | 1.65 | 1.39 | 1.14 | 1.77 | 0.87 | 2.58 |
| 25.0% | 3.23 | 7.71 | 6.56 | 2.42 | 5.10 | 5.10 | 4.89 | 7.34 | 2.09 | 9.73 |
| 50.0% | 11.56 | 43.38 | 13.38 | 15.37 | 13.64 | 11.81 | 12.21 | 15.23 | 6.03 | 61.33 |
| 75.0% | 34.60 | 211.04 | 21.86 | 26.94 | 20.97 | 16.00 | 20.98 | 36.46 | 11.68 | 211.04 |
| 90.0% | 51.07 | 341.37 | 37.38 | 45.22 | 28.43 | 26.34 | 28.00 | 75.61 | 18.16 | 341.37 |
| max | 565.01 | 900.00 | 360.64 | 900.00 | 493.31 | 275.06 | 516.70 | 494.33 | 275.06 | 900.00 |
Performance with respect to virt. best:
Tolerance:
relative 0.1
absolute 0.1
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. worst |
|---|---|---|---|---|---|---|---|---|---|
| count | 95.00 | 95.00 | 95.00 | 95.00 | 95.00 | 95.00 | 95.00 | 95.00 | 95.00 |
| arith. mean | 4.86 | 28.47 | 2.88 | 2.27 | 2.51 | 2.09 | 2.29 | 3.44 | 29.65 |
| arith. std. | 7.61 | 52.40 | 2.69 | 1.56 | 1.82 | 1.46 | 1.53 | 2.54 | 51.89 |
| min | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.72 |
| 10.0% | 1.00 | 1.33 | 1.19 | 1.00 | 1.10 | 1.00 | 1.07 | 1.24 | 2.11 |
| 25.0% | 1.00 | 2.10 | 1.45 | 1.16 | 1.31 | 1.03 | 1.29 | 1.52 | 3.28 |
| 50.0% | 1.23 | 4.51 | 1.99 | 1.78 | 1.67 | 1.47 | 1.59 | 2.57 | 5.47 |
| 75.0% | 2.28 | 9.90 | 3.54 | 2.73 | 2.97 | 2.51 | 2.89 | 4.45 | 12.82 |
| 90.0% | 18.10 | 130.40 | 5.46 | 4.00 | 5.29 | 4.22 | 5.05 | 6.59 | 130.40 |
| max | 30.47 | 174.33 | 23.16 | 9.89 | 8.37 | 7.48 | 7.65 | 13.79 | 174.33 |
| better | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| close | 43.00 | 6.00 | 6.00 | 25.00 | 13.00 | 32.00 | 15.00 | 10.00 | 0.00 |
| worse | 52.00 | 89.00 | 89.00 | 70.00 | 82.00 | 63.00 | 80.00 | 85.00 | 95.00 |
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. best | virt. worst |
|---|---|---|---|---|---|---|---|---|---|---|
| count | 104.00 | 104.00 | 104.00 | 104.00 | 104.00 | 104.00 | 104.00 | 104.00 | 104.00 | 104.00 |
| arith. mean | 83.11 | 162.90 | 72.53 | 80.16 | 69.99 | 64.74 | 72.07 | 80.44 | 59.55 | 175.76 |
| arith. std. | 208.69 | 235.78 | 197.77 | 213.96 | 197.92 | 194.38 | 200.60 | 198.14 | 194.26 | 243.80 |
| geom. mean | 14.26 | 40.74 | 15.33 | 12.84 | 13.64 | 11.61 | 12.91 | 17.80 | 6.95 | 52.89 |
| geom. std. | 6.42 | 8.15 | 4.75 | 6.01 | 5.02 | 5.15 | 5.30 | 5.41 | 5.77 | 6.67 |
| sh.geom. mean | 23.55 | 62.54 | 21.60 | 20.99 | 20.03 | 17.66 | 19.62 | 26.05 | 12.58 | 72.62 |
| sh.geom. std. | 3.15 | 3.94 | 2.82 | 3.12 | 2.80 | 2.75 | 2.90 | 2.99 | 2.85 | 3.82 |
| min | 0.32 | 0.23 | 0.38 | 0.27 | 0.28 | 0.22 | 0.32 | 0.31 | 0.22 | 0.49 |
| 10.0% | 1.13 | 1.50 | 2.24 | 1.98 | 1.70 | 1.45 | 1.23 | 1.83 | 0.94 | 3.24 |
| 25.0% | 4.09 | 9.44 | 7.33 | 2.57 | 6.18 | 5.58 | 5.57 | 7.80 | 2.11 | 11.48 |
| 50.0% | 12.33 | 48.00 | 14.10 | 16.39 | 15.50 | 12.94 | 12.71 | 15.91 | 7.24 | 67.61 |
| 75.0% | 43.13 | 250.12 | 24.46 | 32.06 | 23.60 | 18.36 | 22.01 | 43.88 | 15.16 | 250.12 |
| 90.0% | 163.19 | 365.20 | 92.86 | 94.28 | 71.77 | 63.07 | 97.42 | 127.65 | 58.24 | 370.13 |
| max | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 | 900.00 |
Performance with respect to virt. best:
Tolerance:
relative 0.1
absolute 0.1
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. worst |
|---|---|---|---|---|---|---|---|---|---|
| count | 104.00 | 104.00 | 104.00 | 104.00 | 104.00 | 104.00 | 104.00 | 104.00 | 104.00 |
| arith. mean | 4.57 | 26.19 | 2.76 | 2.19 | 2.40 | 2.01 | 2.21 | 3.26 | 27.27 |
| arith. std. | 7.35 | 50.61 | 2.61 | 1.52 | 1.78 | 1.43 | 1.49 | 2.51 | 50.18 |
| min | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 10.0% | 1.00 | 1.13 | 1.11 | 1.00 | 1.03 | 1.00 | 1.00 | 1.02 | 1.91 |
| 25.0% | 1.00 | 1.89 | 1.38 | 1.08 | 1.26 | 1.00 | 1.25 | 1.39 | 2.73 |
| 50.0% | 1.17 | 3.89 | 1.83 | 1.69 | 1.61 | 1.42 | 1.58 | 2.41 | 5.21 |
| 75.0% | 2.06 | 7.99 | 3.42 | 2.64 | 2.74 | 2.27 | 2.77 | 4.25 | 10.38 |
| 90.0% | 17.86 | 125.24 | 5.16 | 3.97 | 5.24 | 4.15 | 4.91 | 6.43 | 125.24 |
| max | 30.47 | 174.33 | 23.16 | 9.89 | 8.37 | 7.48 | 7.65 | 13.79 | 174.33 |
| better | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| close | 50.00 | 11.00 | 11.00 | 31.00 | 18.00 | 39.00 | 20.00 | 16.00 | 5.00 |
| worse | 54.00 | 93.00 | 93.00 | 73.00 | 86.00 | 65.00 | 84.00 | 88.00 | 99.00 |
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
Attribute values were projected onto interval [0.1, 900.0].
Missing values and values for failed instances substituted by 900.0 .
Attribute values were projected onto interval [1, inf].
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. best | virt. worst |
|---|---|---|---|---|---|---|---|---|---|---|
| count | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 |
| arith. mean | 92.03 | 103.97 | 38.75 | 28.53 | 41.19 | 40.34 | 55.86 | 33.33 | 22.98 | 131.86 |
| arith. std. | 188.82 | 143.59 | 68.44 | 66.60 | 74.01 | 69.29 | 108.07 | 70.49 | 54.08 | 200.81 |
| geom. mean | 24.50 | 35.02 | 16.01 | 8.46 | 16.63 | 16.24 | 17.65 | 13.30 | 7.70 | 42.10 |
| geom. std. | 5.48 | 5.39 | 3.40 | 3.81 | 3.57 | 3.57 | 4.22 | 3.25 | 3.54 | 5.55 |
| min | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 10.0% | 4.00 | 5.00 | 4.70 | 2.00 | 4.00 | 4.00 | 4.00 | 3.70 | 2.00 | 5.00 |
| 25.0% | 5.00 | 8.00 | 7.25 | 4.00 | 7.00 | 7.00 | 6.25 | 6.25 | 3.00 | 10.00 |
| 50.0% | 32.00 | 44.00 | 13.00 | 6.00 | 15.00 | 14.00 | 13.50 | 12.50 | 5.00 | 65.50 |
| 75.0% | 91.00 | 178.00 | 24.50 | 17.50 | 28.75 | 24.75 | 29.75 | 21.75 | 17.50 | 212.25 |
| 90.0% | 222.50 | 232.00 | 116.30 | 59.00 | 110.90 | 128.80 | 180.20 | 59.20 | 40.10 | 251.90 |
| max | 1279.00 | 933.00 | 346.00 | 355.00 | 430.00 | 380.00 | 743.00 | 390.00 | 346.00 | 1279.00 |
Performance with respect to virt. best:
Tolerance:
relative 0.1
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. worst |
|---|---|---|---|---|---|---|---|---|---|
| count | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 | 118.00 |
| arith. mean | 8.95 | 19.00 | 2.79 | 1.18 | 2.97 | 2.80 | 3.43 | 2.25 | 20.20 |
| arith. std. | 14.16 | 37.26 | 2.54 | 0.85 | 2.72 | 2.36 | 3.92 | 2.04 | 37.06 |
| min | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 10.0% | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.20 |
| 25.0% | 1.14 | 1.50 | 1.17 | 1.00 | 1.20 | 1.20 | 1.20 | 1.04 | 1.67 |
| 50.0% | 1.40 | 2.88 | 1.62 | 1.00 | 1.74 | 1.61 | 1.67 | 1.32 | 3.35 |
| 75.0% | 7.18 | 8.50 | 3.39 | 1.00 | 3.48 | 3.95 | 4.64 | 2.25 | 9.86 |
| 90.0% | 36.50 | 107.15 | 7.00 | 1.33 | 7.65 | 6.77 | 7.50 | 6.50 | 107.15 |
| max | 52.00 | 127.00 | 14.00 | 9.74 | 11.91 | 9.00 | 23.33 | 10.79 | 127.00 |
| better | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| close | 28.00 | 14.00 | 28.00 | 97.00 | 23.00 | 27.00 | 26.00 | 40.00 | 8.00 |
| worse | 90.00 | 104.00 | 90.00 | 21.00 | 95.00 | 91.00 | 92.00 | 78.00 | 110.00 |
Attribute values were projected onto interval [1, inf].
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. best | virt. worst |
|---|---|---|---|---|---|---|---|---|---|---|
| count | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 |
| arith. mean | 115.55 | 130.20 | 47.51 | 34.85 | 50.70 | 49.73 | 69.58 | 40.78 | 28.10 | 165.18 |
| arith. std. | 206.65 | 151.43 | 74.75 | 73.81 | 80.81 | 75.39 | 118.12 | 77.79 | 59.94 | 214.43 |
| geom. mean | 39.83 | 59.14 | 21.80 | 10.20 | 23.50 | 23.01 | 26.20 | 17.76 | 9.50 | 70.20 |
| geom. std. | 4.81 | 4.32 | 3.16 | 4.10 | 3.19 | 3.20 | 3.80 | 3.03 | 3.74 | 4.61 |
| min | 3.00 | 3.00 | 3.00 | 2.00 | 3.00 | 3.00 | 3.00 | 3.00 | 2.00 | 3.00 |
| 10.0% | 5.00 | 8.00 | 7.00 | 2.00 | 6.20 | 6.20 | 6.00 | 5.00 | 2.00 | 9.20 |
| 25.0% | 7.00 | 12.00 | 10.00 | 4.00 | 11.00 | 10.00 | 10.00 | 9.00 | 4.00 | 13.00 |
| 50.0% | 59.00 | 120.00 | 17.00 | 6.00 | 19.00 | 18.00 | 18.00 | 14.00 | 6.00 | 128.00 |
| 75.0% | 109.00 | 201.00 | 31.00 | 20.00 | 37.00 | 34.00 | 77.00 | 25.00 | 20.00 | 225.00 |
| 90.0% | 247.20 | 234.00 | 132.20 | 90.20 | 125.60 | 151.40 | 187.20 | 63.80 | 58.80 | 272.80 |
| max | 1279.00 | 933.00 | 346.00 | 355.00 | 430.00 | 380.00 | 743.00 | 390.00 | 346.00 | 1279.00 |
Performance with respect to virt. best:
Tolerance:
relative 0.1
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. worst |
|---|---|---|---|---|---|---|---|---|---|
| count | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 | 93.00 |
| arith. mean | 11.05 | 23.70 | 3.04 | 1.16 | 3.39 | 3.20 | 4.04 | 2.49 | 25.02 |
| arith. std. | 15.30 | 40.75 | 2.49 | 0.93 | 2.90 | 2.50 | 4.21 | 2.23 | 40.42 |
| min | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 10.0% | 1.00 | 1.21 | 1.00 | 1.00 | 1.04 | 1.04 | 1.15 | 1.00 | 1.38 |
| 25.0% | 1.20 | 1.83 | 1.27 | 1.00 | 1.25 | 1.25 | 1.47 | 1.07 | 2.33 |
| 50.0% | 3.20 | 3.73 | 1.80 | 1.00 | 1.81 | 1.86 | 2.00 | 1.40 | 4.64 |
| 75.0% | 12.80 | 11.00 | 3.75 | 1.00 | 4.50 | 4.67 | 6.00 | 2.62 | 20.22 |
| 90.0% | 37.80 | 111.40 | 7.00 | 1.08 | 8.27 | 7.00 | 8.11 | 6.50 | 111.40 |
| max | 52.00 | 127.00 | 10.00 | 9.74 | 11.91 | 9.00 | 23.33 | 10.79 | 127.00 |
| better | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| close | 15.00 | 6.00 | 18.00 | 84.00 | 11.00 | 15.00 | 9.00 | 28.00 | 3.00 |
| worse | 78.00 | 87.00 | 75.00 | 9.00 | 82.00 | 78.00 | 84.00 | 65.00 | 90.00 |
Attribute values were projected onto interval [1, inf].
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. best | virt. worst |
|---|---|---|---|---|---|---|---|---|---|---|
| count | 97.00 | 88.00 | 107.00 | 105.00 | 108.00 | 108.00 | 107.00 | 108.00 | 114.00 | 81.00 |
| arith. mean | 67.66 | 59.35 | 30.74 | 20.42 | 32.03 | 34.29 | 43.98 | 26.27 | 20.71 | 65.43 |
| arith. std. | 163.70 | 94.67 | 55.74 | 53.02 | 59.38 | 60.52 | 100.65 | 56.98 | 49.81 | 133.53 |
| geom. mean | 16.15 | 19.36 | 14.04 | 7.09 | 14.41 | 14.76 | 14.35 | 12.27 | 7.46 | 19.82 |
| geom. std. | 4.94 | 4.63 | 3.12 | 3.29 | 3.26 | 3.39 | 3.78 | 2.92 | 3.39 | 4.49 |
| min | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 10.0% | 4.00 | 4.00 | 4.00 | 2.00 | 3.70 | 3.70 | 3.60 | 3.70 | 2.00 | 5.00 |
| 25.0% | 5.00 | 6.00 | 7.00 | 3.00 | 7.00 | 7.00 | 6.00 | 7.00 | 3.00 | 7.00 |
| 50.0% | 7.00 | 12.00 | 13.00 | 5.00 | 13.00 | 13.00 | 12.00 | 12.00 | 5.00 | 12.00 |
| 75.0% | 59.00 | 87.75 | 23.00 | 15.00 | 27.00 | 24.00 | 23.50 | 21.00 | 15.75 | 79.00 |
| 90.0% | 146.40 | 183.20 | 88.80 | 29.60 | 83.60 | 94.30 | 146.60 | 42.90 | 42.00 | 186.00 |
| max | 1020.00 | 580.00 | 346.00 | 355.00 | 430.00 | 380.00 | 743.00 | 390.00 | 346.00 | 1020.00 |
Performance with respect to virt. best:
Tolerance:
relative 0.1
| Data | OA.0 | ROA-ℒ₁.0 | ROA-ℒ₁/ℓ₂².0 | ROA-ℒ₂.0 | ROA-ℓ₁.0 | ROA-ℓ₂².0 | ROA-ℓ∞.0 | ROA-∇²ℒ.0 | virt. worst |
|---|---|---|---|---|---|---|---|---|---|
| count | 97.00 | 88.00 | 107.00 | 105.00 | 108.00 | 108.00 | 107.00 | 108.00 | 81.00 |
| arith. mean | 4.85 | 7.13 | 2.50 | 1.11 | 2.74 | 2.52 | 2.55 | 2.21 | 7.96 |
| arith. std. | 9.86 | 18.51 | 2.44 | 0.32 | 2.54 | 2.23 | 2.23 | 1.90 | 19.18 |
| min | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
| 10.0% | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.17 |
| 25.0% | 1.00 | 1.22 | 1.09 | 1.00 | 1.17 | 1.16 | 1.13 | 1.05 | 1.50 |
| 50.0% | 1.25 | 1.92 | 1.42 | 1.00 | 1.65 | 1.54 | 1.60 | 1.33 | 2.40 |
| 75.0% | 3.38 | 3.42 | 2.50 | 1.00 | 3.00 | 2.56 | 2.75 | 2.25 | 3.95 |
| 90.0% | 6.75 | 8.86 | 7.00 | 1.33 | 7.50 | 6.67 | 6.50 | 6.50 | 9.00 |
| max | 45.50 | 116.00 | 14.00 | 3.00 | 10.00 | 9.00 | 11.00 | 7.50 | 116.00 |
| better | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| close | 30.00 | 12.00 | 28.00 | 87.00 | 22.00 | 26.00 | 27.00 | 34.00 | 8.00 |
| worse | 67.00 | 76.00 | 79.00 | 18.00 | 86.00 | 82.00 | 80.00 | 74.00 | 73.00 |
Attribute values were projected onto interval [1, inf].