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Dataset | RN | NB | J48 | KNN | SVM1 | SVM2 | SVM3 | ANN1 | ANN2 | OneR |
|
Abalone | 87.04 ± 1.45 | 98.65 ± 3.48 | 96.11 ± 1.73 | 112.29 ± 3.33 | 100.03 ± 3.71 | 99.50 ± 3.56 | 99.58 ± 3.38 | 81.78 ± 1.93 | 82.19 ± 2.46 | 108.24 ± 2.48 |
Absenteeism-at-work | 64.13 ± 1.29 | 65.75 ± 7.93 | 5.26 ± 9.63 | 81.19 ± 7.45 | 78.51 ± 8.03 | 78.51 ± 8.03 | 78.51 ± 8.03 | 29.02 ± 6.25 | 29.45 ± 8.61 | 43.21 ± 8.16 |
Acute-inflammation | 49.79 ± 4.91 | 30.75 ± 6.75 | 0.00 ± 0.00 | 1.68 ± 0.08 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 1.23 ± 0.11 | 0.89 ± 0.09 | 89.41 ± 19.34 |
Acute-nephritis | 44.00 ± 2.74 | 28.44 ± 26.94 | 0.00 ± 0.00 | 1.69 ± 0.08 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 1.23 ± 0.14 | 0.98 ± 0.16 | 44.83 ± 39.70 |
Adult | 94.87 ± 0.89 | 94.07 ± 7.03 | 88.25 ± 6.56 | 108.54 ± 8.94 | 95.11 ± 11.86 | 94.77 ± 11.64 | 94.93 ± 11.80 | 89.31 ± 8.09 | 90.37 ± 7.98 | 103.82 ± 3.43 |
Aggregation | 41.47 ± 7.37 | 5.51 ± 3.22 | 5.39 ± 8.69 | 2.73 ± 5.41 | 1.82 ± 5.75 | 3.62 ± 7.64 | 3.62 ± 7.64 | 16.58 ± 4.55 | 15.24 ± 6.30 | 101.51 ± 3.69 |
Algerianforest | 67.39 ± 5.59 | 38.32 ± 28.13 | 32.55 ± 26.76 | 66.75 ± 19.67 | 129.31 ± 2.58 | 124.52 ± 6.88 | 124.52 ± 6.88 | 29.20 ± 20.27 | 23.61 ± 23.09 | 18.48 ± 30.00 |
Annealing | 92.46 ± 0.55 | 110.20 ± 10.34 | 37.23 ± 13.89 | 71.37 ± 8.09 | 73.64 ± 10.23 | 64.64 ± 9.73 | 62.34 ± 8.38 | 58.54 ± 14.28 | 57.72 ± 12.39 | 90.27 ± 0.06 |
Arrhythmia | 97.62 ± 0.51 | 105.27 ± 9.70 | 95.99 ± 10.56 | 115.41 ± 4.38 | 106.37 ± 3.39 | 100.94 ± 5.15 | 102.18 ± 6.11 | 89.64 ± 8.21 | 101.99 ± 11.41 | 109.41 ± 3.31 |
Au1-1000 | 99.16 ± 0.18 | 97.22 ± 2.15 | 97.74 ± 9.49 | 116.84 ± 8.88 | 116.17 ± 0.26 | 116.17 ± 0.26 | 115.48 ± 1.85 | 121.39 ± 7.93 | 116.95 ± 8.29 | 116.17 ± 0.26 |
Au4-2500 | 95.57 ± 0.69 | 98.30 ± 2.76 | 93.63 ± 8.56 | 113.00 ± 7.26 | 116.52 ± 4.28 | 116.52 ± 4.28 | 116.52 ± 4.28 | 101.91 ± 5.90 | 102.40 ± 6.97 | 127.86 ± 5.57 |
Au6-1000 | 100.19 ± 0.35 | 103.39 ± 0.83 | 130.38 ± 3.17 | 141.35 ± 3.10 | 133.03 ± 0.02 | 133.03 ± 0.02 | 133.03 ± 0.02 | 129.97 ± 2.01 | 131.94 ± 3.22 | 132.76 ± 1.94 |
Au6-250-drift-au6-cd1-500 | 100.42 ± 0.60 | 104.58 ± 1.76 | 130.17 ± 3.00 | 139.11 ± 3.50 | 135.09 ± 0.52 | 135.09 ± 0.52 | 135.09 ± 0.52 | 128.72 ± 1.87 | 128.09 ± 3.59 | 132.84 ± 3.07 |
Au6-cd1-400 | 100.02 ± 0.56 | 107.06 ± 3.95 | 116.33 ± 6.32 | 139.16 ± 6.89 | 131.99 ± 0.50 | 131.99 ± 0.50 | 131.99 ± 0.50 | 124.44 ± 5.63 | 125.69 ± 4.62 | 128.15 ± 6.26 |
Au7-300-drift-au7-cpd1-800 | 99.03 ± 0.63 | 97.68 ± 1.41 | 114.95 ± 4.82 | 130.95 ± 4.15 | 134.79 ± 1.52 | 135.47 ± 1.81 | 135.47 ± 1.81 | 106.21 ± 3.72 | 106.22 ± 3.32 | 137.99 ± 2.84 |
Au7-700 | 98.90 ± 1.36 | 98.55 ± 2.70 | 111.03 ± 4.59 | 138.48 ± 6.11 | 137.25 ± 3.13 | 138.19 ± 2.55 | 138.19 ± 2.55 | 113.58 ± 3.03 | 111.08 ± 3.93 | 128.82 ± 4.47 |
Au7-cpd1-500 | 99.46 ± 0.85 | 98.56 ± 2.77 | 102.46 ± 6.33 | 128.08 ± 5.92 | 128.48 ± 0.87 | 128.06 ± 1.63 | 128.06 ± 1.63 | 115.19 ± 4.86 | 115.27 ± 6.42 | 126.30 ± 5.00 |
Audiology-std | 97.30 ± 0.37 | 71.56 ± 13.39 | 66.74 ± 15.49 | 72.36 ± 17.49 | 92.29 ± 10.19 | 85.55 ± 15.05 | 81.75 ± 12.99 | 55.26 ± 10.04 | 58.45 ± 7.30 | 110.81 ± 2.16 |
Audit-risk | 62.32 ± 3.32 | 45.95 ± 9.60 | 2.31 ± 7.32 | 28.16 ± 11.64 | 20.84 ± 15.36 | 17.56 ± 15.99 | 15.22 ± 16.74 | 31.35 ± 11.06 | 32.12 ± 10.84 | 0.00 ± 0.00 |
Autism-adolescent-data | 79.76 ± 5.66 | 21.72 ± 14.92 | 0.00 ± 0.00 | 55.68 ± 30.30 | 25.41 ± 32.81 | 31.66 ± 33.38 | 25.41 ± 32.81 | 47.83 ± 37.02 | 47.60 ± 37.80 | 0.00 ± 0.00 |
Autism-adult-data | 76.53 ± 2.98 | 27.93 ± 13.51 | 0.00 ± 0.00 | 47.57 ± 19.04 | 11.90 ± 15.68 | 6.49 ± 13.93 | 9.17 ± 15.07 | 1.85 ± 1.12 | 1.61 ± 1.08 | 0.00 ± 0.00 |
Autism-child-data | 81.09 ± 2.35 | 20.96 ± 7.07 | 0.00 ± 0.00 | 66.42 ± 11.51 | 3.72 ± 11.75 | 0.00 ± 0.00 | 0.00 ± 0.00 | 6.57 ± 7.91 | 7.57 ± 8.33 | 0.00 ± 0.00 |
Autos | 79.44 ± 4.00 | 93.69 ± 15.49 | 59.87 ± 12.16 | 74.84 ± 18.73 | 130.14 ± 4.27 | 129.13 ± 5.18 | 129.13 ± 5.18 | 69.30 ± 10.55 | 69.54 ± 10.22 | 98.15 ± 12.45 |
Avila | 55.95 ± 0.61 | 113.05 ± 2.00 | 36.89 ± 3.61 | 79.05 ± 4.37 | 91.07 ± 3.03 | 87.94 ± 2.73 | 85.79 ± 3.46 | 81.95 ± 1.65 | 81.87 ± 2.52 | 85.67 ± 3.79 |
Balance-scale | 78.97 ± 2.17 | 64.09 ± 1.77 | 84.72 ± 6.53 | 74.91 ± 9.18 | 57.92 ± 4.57 | 50.23 ± 3.06 | 47.21 ± 5.01 | 46.13 ± 7.33 | 47.42 ± 7.76 | 123.73 ± 6.26 |
Balloons | 84.28 ± 22.19 | 100.00 ± 0.00 | 101.11 ± 32.98 | 73.52 ± 19.16 | 73.13 ± 77.59 | 45.07 ± 73.01 | 45.07 ± 73.01 | 75.07 ± 65.85 | 73.43 ± 68.31 | 132.51 ± 76.43 |
Bank | 96.18 ± 0.62 | 111.16 ± 4.14 | 97.70 ± 3.91 | 116.66 ± 5.44 | 101.26 ± 3.03 | 100.51 ± 2.80 | 99.77 ± 5.34 | 92.83 ± 4.15 | 94.47 ± 6.13 | 105.87 ± 2.83 |
Blood | 97.90 ± 1.24 | 100.92 ± 5.35 | 93.54 ± 3.96 | 124.81 ± 9.96 | 108.82 ± 5.05 | 107.53 ± 4.02 | 108.89 ± 3.54 | 92.25 ± 2.87 | 92.58 ± 3.13 | 114.18 ± 4.07 |
Breast-cancer-wisc-diag | 58.60 ± 4.87 | 49.18 ± 21.88 | 48.81 ± 21.01 | 40.40 ± 10.17 | 27.81 ± 17.56 | 25.83 ± 16.18 | 24.22 ± 13.55 | 35.55 ± 11.22 | 34.82 ± 15.56 | 67.21 ± 12.49 |
Breast-cancer-wisc-prog | 98.67 ± 2.27 | 122.29 ± 24.41 | 111.32 ± 19.13 | 120.18 ± 22.65 | 105.85 ± 15.90 | 107.68 ± 24.75 | 108.63 ± 25.97 | 109.19 ± 20.51 | 111.40 ± 23.50 | 127.77 ± 17.95 |
Breast-cancer-wisc | 42.39 ± 7.53 | 41.10 ± 9.69 | 49.02 ± 14.54 | 40.44 ± 18.99 | 31.30 ± 17.84 | 32.10 ± 18.23 | 35.28 ± 15.28 | 39.94 ± 20.14 | 38.95 ± 15.35 | 54.13 ± 18.22 |
Breast-cancer | 94.83 ± 2.43 | 99.22 ± 10.73 | 101.11 ± 7.07 | 117.59 ± 16.06 | 111.32 ± 11.38 | 112.77 ± 11.87 | 115.11 ± 10.81 | 104.46 ± 11.90 | 110.64 ± 7.47 | 118.69 ± 9.24 |
Breast-tissue | 76.84 ± 8.01 | 77.80 ± 20.83 | 79.52 ± 23.21 | 75.89 ± 27.92 | 98.27 ± 20.29 | 84.92 ± 24.48 | 78.96 ± 33.89 | 75.31 ± 11.32 | 77.58 ± 13.99 | 104.08 ± 11.32 |
Bupa | 96.09 ± 2.82 | 103.16 ± 7.94 | 109.46 ± 13.07 | 124.65 ± 8.26 | 129.90 ± 3.37 | 129.43 ± 3.63 | 129.43 ± 3.63 | 94.47 ± 8.36 | 94.72 ± 8.45 | 136.60 ± 11.34 |
Caesarian | 93.60 ± 11.35 | 96.05 ± 22.13 | 99.08 ± 10.67 | 116.36 ± 24.92 | 135.09 ± 8.43 | 122.67 ± 20.60 | 127.78 ± 26.66 | 122.23 ± 31.46 | 121.16 ± 27.44 | 142.18 ± 31.33 |
Car | 95.36 ± 0.79 | 69.09 ± 2.61 | 29.29 ± 7.47 | 36.24 ± 6.01 | 32.85 ± 8.17 | 27.62 ± 8.94 | 26.08 ± 7.74 | 43.50 ± 5.29 | 44.30 ± 5.80 | 114.50 ± 0.15 |
Cardiotocography-10classes | 84.03 ± 0.62 | 75.38 ± 3.86 | 60.30 ± 4.24 | 70.89 ± 4.93 | 66.78 ± 3.77 | 64.57 ± 4.93 | 63.32 ± 3.90 | 58.39 ± 5.07 | 60.51 ± 4.16 | 111.71 ± 2.42 |
Cardiotocography-3classes | 89.05 ± 1.39 | 94.05 ± 9.53 | 59.47 ± 10.72 | 65.38 ± 7.50 | 69.32 ± 7.48 | 65.19 ± 8.80 | 64.76 ± 7.36 | 59.43 ± 4.46 | 58.51 ± 8.59 | 100.16 ± 8.65 |
Cervical-cancer | 84.43 ± 6.46 | 51.34 ± 37.84 | 67.07 ± 48.21 | 57.33 ± 48.43 | 118.53 ± 2.39 | 111.60 ± 14.93 | 111.60 ± 14.93 | 36.13 ± 34.48 | 36.27 ± 35.10 | 101.32 ± 19.29 |
Chemicalcomposionofceramic | 50.06 ± 4.87 | 0.00 ± 0.00 | 7.07 ± 22.36 | 2.46 ± 0.01 | 147.37 ± 3.13 | 147.37 ± 3.13 | 147.37 ± 3.13 | 1.52 ± 1.09 | 1.15 ± 0.90 | 0.00 ± 0.00 |
Chess-krvk | 96.95 ± 0.21 | 95.51 ± 0.62 | 92.34 ± 3.10 | 105.32 ± 3.35 | 109.87 ± 2.65 | 107.60 ± 2.33 | 105.98 ± 3.07 | 88.64 ± 1.29 | 90.21 ± 1.38 | 128.99 ± 1.82 |
Chess-krvkp | 95.07 ± 0.24 | 63.94 ± 3.46 | 14.61 ± 7.45 | 46.19 ± 4.46 | 21.81 ± 7.50 | 16.25 ± 8.28 | 17.13 ± 6.00 | 14.65 ± 6.53 | 14.17 ± 7.25 | 115.92 ± 2.50 |
Congressional-voting | 99.08 ± 0.56 | 98.72 ± 8.37 | 100.02 ± 4.89 | 102.46 ± 10.65 | 127.09 ± 6.41 | 127.74 ± 8.38 | 128.44 ± 9.28 | 100.83 ± 7.17 | 100.21 ± 9.10 | 124.89 ± 4.38 |
Conn-bench-sonar-mines-rocks | 91.67 ± 2.69 | 105.49 ± 14.07 | 103.66 ± 12.82 | 70.39 ± 20.51 | 77.67 ± 18.97 | 66.81 ± 28.73 | 62.39 ± 28.49 | 76.31 ± 27.58 | 72.57 ± 27.11 | 119.98 ± 18.01 |
Conn-bench-vowel-deterding | 75.28 ± 0.72 | 71.22 ± 4.93 | 64.24 ± 9.74 | 8.49 ± 10.29 | 35.40 ± 6.57 | 20.36 ± 11.86 | 13.93 ± 12.42 | 52.47 ± 6.14 | 57.37 ± 6.61 | 119.12 ± 4.56 |
Connect-4 | 99.57 ± 0.06 | 109.71 ± 2.95 | 94.21 ± 4.89 | 122.65 ± 5.94 | 116.17 ± 0.57 | 112.39 ± 2.25 | 109.60 ± 4.18 | 108.75 ± 5.03 | 106.76 ± 4.24 | 115.97 ± 0.29 |
Connectionist | 91.28 ± 2.65 | 106.31 ± 19.31 | 98.82 ± 14.67 | 69.96 ± 16.79 | 123.85 ± 13.85 | 107.55 ± 25.61 | 98.53 ± 37.54 | 72.27 ± 22.00 | 72.77 ± 21.46 | 121.69 ± 11.57 |
Contrac | 97.07 ± 0.63 | 98.84 ± 3.76 | 101.01 ± 3.41 | 130.99 ± 4.40 | 118.62 ± 2.87 | 118.74 ± 4.60 | 119.53 ± 4.97 | 93.08 ± 2.38 | 93.39 ± 2.68 | 126.84 ± 2.43 |
Covid-19 | 87.72 ± 14.61 | 79.48 ± 43.86 | 73.28 ± 73.08 | 87.99 ± 54.30 | 82.96 ± 72.68 | 91.62 ± 83.90 | 75.86 ± 84.92 | 70.16 ± 68.24 | 69.60 ± 71.22 | 40.14 ± 65.67 |
Credit-approval | 85.23 ± 2.41 | 87.36 ± 7.07 | 71.92 ± 8.63 | 83.63 ± 15.02 | 75.69 ± 14.75 | 76.80 ± 12.65 | 77.99 ± 12.32 | 71.42 ± 7.89 | 74.32 ± 8.93 | 75.63 ± 12.80 |
Crowdsource | 78.25 ± 1.13 | 78.56 ± 5.38 | 65.54 ± 4.88 | 43.75 ± 4.47 | 100.86 ± 2.14 | 100.86 ± 2.14 | 100.86 ± 2.14 | 51.09 ± 6.51 | 51.84 ± 7.83 | 94.05 ± 4.77 |
Crx | 84.30 ± 2.50 | 87.46 ± 6.08 | 66.22 ± 8.16 | 86.43 ± 12.22 | 133.68 ± 5.46 | 132.53 ± 6.48 | 130.46 ± 7.92 | 77.27 ± 10.24 | 74.64 ± 6.95 | 75.63 ± 12.80 |
Cryother | 69.03 ± 11.06 | 61.61 ± 31.47 | 40.21 ± 30.25 | 52.56 ± 36.30 | 77.05 ± 35.77 | 74.27 ± 35.31 | 74.27 ± 35.31 | 55.57 ± 26.27 | 64.64 ± 24.75 | 84.20 ± 23.42 |
Cylinder-bands | 94.25 ± 1.70 | 109.94 ± 11.74 | 102.49 ± 12.31 | 112.91 ± 13.07 | 100.60 ± 7.85 | 93.26 ± 9.81 | 88.51 ± 7.15 | 98.44 ± 10.03 | 97.40 ± 9.04 | 118.22 ± 7.65 |
Dbworld-bodies | 97.96 ± 0.74 | 91.88 ± 39.78 | 72.99 ± 50.38 | 124.94 ± 15.83 | 134.97 ± 7.40 | 134.97 ± 7.40 | 118.84 ± 21.59 | / | / | 56.43 ± 50.38 |
Dbworld-bodies-stemmed | 97.80 ± 0.83 | 90.04 ± 36.82 | 55.89 ± 44.18 | 115.89 ± 24.62 | 134.97 ± 7.40 | 127.54 ± 14.01 | 100.12 ± 24.08 | / | / | 88.13 ± 53.62 |
Dbworld-subjects | 98.03 ± 0.74 | 55.45 ± 29.67 | 89.11 ± 19.44 | 84.40 ± 30.41 | 134.97 ± 7.40 | 134.97 ± 7.40 | 134.97 ± 7.40 | 49.62 ± 40.30 | 50.30 ± 45.60 | 120.97 ± 20.46 |
Dbworld-subjects-stemmed | 98.04 ± 0.93 | 54.72 ± 31.84 | 78.89 ± 33.77 | 74.88 ± 28.64 | 134.97 ± 7.40 | 134.97 ± 7.40 | 134.97 ± 7.40 | 52.27 ± 39.33 | 54.64 ± 39.86 | 124.42 ± 15.79 |
Dermatology | 75.32 ± 0.66 | 18.33 ± 14.16 | 25.26 ± 16.27 | 28.11 ± 19.83 | 18.90 ± 16.82 | 16.26 ± 17.56 | 16.01 ± 17.82 | 19.29 ± 8.81 | 19.56 ± 9.41 | 112.15 ± 2.54 |
Diabetes | 90.33 ± 4.04 | 87.05 ± 8.50 | 93.05 ± 10.72 | 114.11 ± 9.22 | 123.93 ± 0.35 | 123.93 ± 0.35 | 123.93 ± 0.35 | 88.21 ± 5.91 | 88.85 ± 7.35 | 111.61 ± 10.35 |
Diabetic | 94.35 ± 1.52 | 130.35 ± 3.28 | 102.47 ± 6.98 | 124.28 ± 7.54 | 129.33 ± 7.61 | 127.28 ± 9.96 | 127.18 ± 9.43 | 86.96 ± 7.13 | 87.10 ± 7.01 | 136.76 ± 8.48 |
Divorce | 30.00 ± 11.71 | 19.40 ± 25.05 | 34.83 ± 28.26 | 17.58 ± 22.38 | 19.40 ± 25.05 | 19.40 ± 25.05 | 19.40 ± 25.05 | 16.16 ± 20.73 | 16.27 ± 21.08 | 32.64 ± 30.09 |
Dota2train | 99.85 ± 0.08 | 104.85 ± 3.87 | 119.95 ± 7.33 | 123.48 ± 5.37 | 137.75 ± 0.47 | 136.25 ± 5.32 | 137.84 ± 4.80 | 130.90 ± 14.23 | 128.88 ± 16.59 | 133.68 ± 5.46 |
Dow-jones-index | 93.85 ± 2.66 | 110.18 ± 6.50 | 92.93 ± 6.89 | 134.37 ± 9.24 | 138.58 ± 0.30 | 138.58 ± 0.30 | 138.58 ± 0.30 | 105.45 ± 6.32 | 107.80 ± 5.42 | 131.99 ± 4.61 |
Dry-bean-dataset | 40.16 ± 1.36 | 46.24 ± 3.30 | 39.11 ± 2.97 | 36.00 ± 3.59 | 96.74 ± 3.46 | 96.74 ± 3.46 | 96.74 ± 3.46 | 37.71 ± 3.56 | 38.09 ± 3.06 | 87.48 ± 2.65 |
Early-stage-diabetes-data-upload | 80.52 ± 2.36 | 64.82 ± 9.54 | 38.85 ± 12.41 | 21.90 ± 19.27 | 44.74 ± 22.01 | 42.04 ± 21.76 | 37.91 ± 23.87 | 30.79 ± 14.39 | 32.21 ± 16.84 | 85.87 ± 10.59 |
Echocardiogram | 91.63 ± 5.20 | 85.00 ± 32.69 | 89.39 ± 24.07 | 105.49 ± 24.24 | 85.62 ± 32.14 | 86.34 ± 36.76 | 86.34 ± 36.76 | 89.68 ± 23.05 | 88.82 ± 26.16 | 78.84 ± 17.81 |
Ecoli | 79.44 ± 1.57 | 53.34 ± 10.91 | 59.99 ± 16.71 | 71.62 ± 12.14 | 59.84 ± 10.81 | 59.94 ± 10.23 | 58.76 ± 8.76 | 56.03 ± 7.79 | 58.51 ± 7.77 | 94.81 ± 10.09 |
Eegeyesate | 92.77 ± 0.51 | 140.59 ± 12.34 | 75.92 ± 2.30 | 81.12 ± 5.42 | 134.69 ± 0.04 | 134.63 ± 0.10 | 134.63 ± 0.10 | 100.04 ± 2.91 | 100.40 ± 3.71 | 122.94 ± 1.94 |
Electrical | 74.59 ± 7.33 | 28.67 ± 13.76 | 0.00 ± 0.00 | 57.61 ± 24.10 | 86.54 ± 18.21 | 86.90 ± 16.65 | 84.50 ± 15.91 | 17.48 ± 14.95 | 16.37 ± 13.97 | 3.84 ± 12.15 |
Energy-y1 | 67.33 ± 1.11 | 66.60 ± 4.27 | 25.99 ± 7.16 | 87.63 ± 7.32 | 60.16 ± 3.73 | 56.88 ± 4.79 | 56.45 ± 8.82 | 53.37 ± 3.02 | 53.97 ± 4.10 | 70.36 ± 4.26 |
Energy-y2 | 62.98 ± 1.82 | 59.28 ± 5.49 | 49.15 ± 6.73 | 86.64 ± 6.10 | 57.05 ± 5.91 | 54.18 ± 4.53 | 52.63 ± 4.43 | 46.47 ± 5.18 | 45.91 ± 6.73 | 60.36 ± 8.18 |
Extentionofz-alizadehsani | 93.28 ± 1.09 | 50.69 ± 15.96 | 4.91 ± 12.18 | 65.58 ± 17.91 | 118.38 ± 1.28 | 118.38 ± 1.28 | 118.38 ± 1.28 | 19.52 ± 19.64 | 19.47 ± 20.01 | 79.75 ± 16.62 |
Fertility | 99.64 ± 2.50 | 103.14 ± 8.97 | 110.92 ± 23.57 | 116.09 ± 51.45 | 105.82 ± 2.00 | 95.33 ± 33.55 | 89.19 ± 48.84 | 87.80 ± 34.79 | 90.72 ± 44.89 | 105.82 ± 2.00 |
First-order | 97.73 ± 1.16 | 278.38 ± 9.70 | 0.00 ± 0.00 | 21.63 ± 15.46 | 105.14 ± 0.20 | 71.37 ± 13.00 | 45.13 ± 19.14 | 6.20 ± 9.73 | 5.63 ± 9.67 | 103.00 ± 10.21 |
Flags | 93.17 ± 1.73 | 103.09 ± 6.74 | 93.28 ± 12.85 | 114.36 ± 9.25 | 108.36 ± 10.53 | 106.34 ± 11.56 | 107.13 ± 14.89 | 103.62 ± 13.05 | 101.17 ± 9.90 | 103.01 ± 8.41 |
Foresttypes | 65.19 ± 3.23 | 29.20 ± 21.71 | 28.54 ± 23.94 | 29.29 ± 19.57 | 136.89 ± 2.30 | 134.86 ± 3.38 | 134.86 ± 3.38 | 24.10 ± 16.45 | 24.09 ± 17.25 | 67.11 ± 17.23 |
Garments-worker-productivity | 95.85 ± 0.53 | 105.03 ± 2.13 | 104.73 ± 4.85 | 139.38 ± 3.22 | 130.58 ± 3.01 | 129.99 ± 3.04 | 129.23 ± 2.59 | 99.04 ± 3.33 | 100.34 ± 3.44 | 133.66 ± 3.68 |
Gender-name-dataset | 100.32 ± 0.82 | 124.83 ± 2.80 | 100.10 ± 0.15 | 99.11 ± 2.26 | 122.30 ± 2.35 | 122.12 ± 3.46 | 122.02 ± 3.10 | 100.56 ± 0.65 | 100.86 ± 0.87 | 128.32 ± 1.70 |
Gesture-a1-raw | 54.41 ± 2.09 | 78.70 ± 4.61 | 48.63 ± 5.56 | 32.45 ± 5.22 | 133.07 ± 0.23 | 133.07 ± 0.23 | 133.07 ± 0.23 | 47.38 ± 6.30 | 47.42 ± 2.85 | 30.33 ± 6.80 |
Gesture-a1-va3 | 83.35 ± 1.72 | 104.11 ± 4.61 | 95.81 ± 6.90 | 87.08 ± 4.64 | 133.19 ± 0.13 | 133.19 ± 0.13 | 133.19 ± 0.13 | 82.05 ± 2.58 | 84.43 ± 4.15 | 106.40 ± 2.71 |
Gesture-a2-raw | 55.12 ± 1.09 | 86.90 ± 5.39 | 53.71 ± 7.04 | 37.23 ± 12.58 | 132.00 ± 0.25 | 132.00 ± 0.25 | 132.00 ± 0.25 | 49.13 ± 4.49 | 48.19 ± 6.09 | 37.91 ± 9.21 |
Gesture-a2-va3 | 87.85 ± 2.04 | 117.67 ± 10.25 | 105.65 ± 3.66 | 95.63 ± 6.11 | 132.16 ± 0.24 | 132.16 ± 0.24 | 132.16 ± 0.24 | 92.42 ± 4.18 | 94.44 ± 5.19 | 114.52 ± 5.11 |
Gesture-a3-raw | 47.60 ± 1.73 | 91.15 ± 3.28 | 41.91 ± 3.44 | 31.34 ± 3.97 | 131.25 ± 0.15 | 131.25 ± 0.15 | 131.25 ± 0.15 | 48.29 ± 2.93 | 49.41 ± 5.23 | 35.29 ± 4.54 |
Gesture-a3-va3 | 85.41 ± 0.92 | 111.26 ± 3.87 | 77.48 ± 6.03 | 51.91 ± 4.77 | 131.35 ± 0.20 | 131.35 ± 0.20 | 131.35 ± 0.20 | 83.48 ± 3.53 | 82.86 ± 2.97 | 114.95 ± 2.80 |
Gesture-b1-raw | 51.48 ± 2.62 | 108.43 ± 4.39 | 43.24 ± 7.92 | 36.13 ± 10.17 | 129.61 ± 0.72 | 129.41 ± 0.81 | 129.41 ± 0.81 | 51.59 ± 6.43 | 48.95 ± 4.28 | 48.07 ± 6.62 |
Gesture-b1-va3 | 87.25 ± 2.47 | 128.32 ± 7.15 | 87.85 ± 5.85 | 50.33 ± 7.39 | 129.95 ± 0.31 | 129.95 ± 0.31 | 129.95 ± 0.31 | 87.35 ± 3.96 | 86.40 ± 6.04 | 125.54 ± 4.73 |
Gesture-b3-raw | 57.69 ± 2.80 | 93.30 ± 4.39 | 46.77 ± 8.60 | 34.08 ± 3.49 | 132.38 ± 0.32 | 132.38 ± 0.32 | 132.38 ± 0.32 | 50.93 ± 9.12 | 52.43 ± 8.73 | 33.85 ± 8.71 |
Gesture-b3-va3 | 93.98 ± 1.41 | 115.66 ± 3.94 | 101.47 ± 4.61 | 75.58 ± 4.98 | 132.48 ± 0.15 | 132.48 ± 0.15 | 132.48 ± 0.15 | 89.32 ± 4.80 | 94.06 ± 5.10 | 125.20 ± 5.78 |
Gesture-c1-raw | 57.89 ± 2.51 | 86.46 ± 3.70 | 50.93 ± 5.17 | 37.44 ± 5.75 | 137.26 ± 0.36 | 137.26 ± 0.36 | 137.26 ± 0.36 | 50.18 ± 7.09 | 51.27 ± 8.28 | 38.92 ± 8.27 |
Gesture-c1-va3 | 88.63 ± 2.11 | 102.77 ± 4.22 | 98.51 ± 4.20 | 86.33 ± 5.11 | 137.48 ± 0.28 | 137.48 ± 0.28 | 137.48 ± 0.28 | 85.44 ± 4.29 | 89.37 ± 2.79 | 121.76 ± 4.82 |
Gesture-c3-raw | 56.15 ± 2.12 | 90.95 ± 5.48 | 53.79 ± 8.13 | 41.72 ± 7.02 | 136.91 ± 0.21 | 136.91 ± 0.21 | 136.91 ± 0.21 | 54.09 ± 5.48 | 59.42 ± 3.46 | 37.86 ± 4.86 |
Gesture-c3-va3 | 91.31 ± 1.49 | 110.23 ± 2.36 | 102.38 ± 4.96 | 97.90 ± 6.11 | 136.95 ± 0.18 | 136.95 ± 0.18 | 136.95 ± 0.18 | 91.04 ± 3.87 | 92.53 ± 5.78 | 121.37 ± 2.94 |
Glass | 82.19 ± 3.64 | 102.03 ± 7.89 | 87.40 ± 12.52 | 87.15 ± 14.20 | 85.22 ± 10.46 | 86.50 ± 12.86 | 88.00 ± 12.60 | 80.26 ± 10.18 | 79.87 ± 6.72 | 107.44 ± 10.85 |
Go-track-tracks | 73.67 ± 8.97 | 76.28 ± 12.00 | 60.07 ± 27.30 | 48.88 ± 36.66 | 103.74 ± 22.81 | 104.08 ± 21.33 | 104.08 ± 21.33 | 64.23 ± 18.60 | 64.32 ± 17.64 | 95.42 ± 28.22 |
Haberman-survival | 97.97 ± 2.89 | 98.54 ± 7.58 | 98.53 ± 3.60 | 128.48 ± 14.74 | 118.32 ± 10.07 | 121.39 ± 5.88 | 121.39 ± 5.88 | 97.51 ± 6.19 | 97.41 ± 6.44 | 117.85 ± 5.87 |
Hayes-roth | 73.71 ± 3.96 | 77.38 ± 4.16 | 59.28 ± 10.77 | 46.15 ± 10.19 | 60.55 ± 24.53 | 75.26 ± 13.64 | 76.81 ± 13.70 | 73.09 ± 20.45 | 72.97 ± 21.55 | 131.15 ± 6.96 |
Hcc-data | 95.40 ± 2.24 | 109.37 ± 15.30 | 110.61 ± 12.20 | 122.62 ± 13.45 | 127.07 ± 2.32 | 127.07 ± 2.32 | 127.07 ± 2.32 | 111.77 ± 22.45 | 114.42 ± 17.38 | 111.74 ± 24.68 |
Hcvdat | 85.09 ± 2.36 | 78.59 ± 16.68 | 76.01 ± 11.37 | 87.36 ± 7.19 | 104.58 ± 0.23 | 104.58 ± 0.23 | 104.58 ± 0.23 | 64.82 ± 15.36 | 71.08 ± 13.04 | 96.31 ± 6.54 |
Heart-cleveland | 92.89 ± 2.29 | 94.58 ± 10.47 | 110.50 ± 10.30 | 117.14 ± 8.26 | 114.18 ± 10.92 | 112.30 ± 11.70 | 114.03 ± 11.93 | 105.31 ± 8.01 | 106.11 ± 8.97 | 120.91 ± 8.17 |
Heart-hungarian | 81.71 ± 5.53 | 81.94 ± 15.60 | 85.06 ± 14.95 | 96.81 ± 17.91 | 87.03 ± 19.27 | 85.86 ± 16.91 | 83.96 ± 18.04 | 86.49 ± 16.07 | 87.92 ± 11.64 | 92.81 ± 23.08 |
Heart-switzerland | 98.89 ± 3.07 | 106.19 ± 8.26 | 118.09 ± 14.35 | 133.59 ± 13.68 | 130.40 ± 6.78 | 129.62 ± 6.35 | 127.68 ± 7.19 | 111.78 ± 13.06 | 111.48 ± 11.46 | 137.20 ± 13.31 |
Heart-va | 98.75 ± 1.41 | 106.74 ± 8.88 | 121.36 ± 6.10 | 128.15 ± 7.90 | 130.27 ± 9.54 | 132.80 ± 8.65 | 134.71 ± 9.31 | 119.46 ± 7.43 | 121.70 ± 8.19 | 137.11 ± 9.38 |
Heart-failure-clinical-records-dataset | 94.23 ± 2.04 | 87.18 ± 8.48 | 88.56 ± 11.78 | 124.71 ± 13.39 | 121.30 ± 1.49 | 121.30 ± 1.49 | 121.30 ± 1.49 | 102.12 ± 11.40 | 96.17 ± 18.48 | 79.54 ± 16.67 |
Hepatitis | 93.31 ± 3.52 | 91.15 ± 25.26 | 102.30 ± 29.81 | 101.25 ± 17.53 | 99.62 ± 19.31 | 86.24 ± 47.29 | 86.24 ± 47.29 | 95.75 ± 28.21 | 102.81 ± 31.56 | 125.06 ± 18.48 |
Hill-valley | 102.00 ± 2.42 | 139.88 ± 9.03 | 100.30 ± 0.67 | 138.51 ± 5.04 | 138.07 ± 9.33 | 137.99 ± 10.62 | 136.58 ± 10.06 | 96.94 ± 3.62 | 97.73 ± 3.97 | 144.77 ± 6.83 |
Hiv1625data | 58.63 ± 3.99 | 51.93 ± 8.51 | 64.10 ± 7.23 | 64.25 ± 5.31 | 65.88 ± 8.70 | 60.27 ± 9.60 | 58.62 ± 10.89 | 47.93 ± 11.52 | 57.93 ± 12.01 | 107.86 ± 4.69 |
Hiv746data | 60.56 ± 5.01 | 52.90 ± 9.46 | 73.66 ± 8.01 | 67.27 ± 8.03 | 63.74 ± 12.49 | 59.78 ± 10.06 | 59.09 ± 11.45 | 50.21 ± 9.03 | 51.82 ± 11.75 | 86.83 ± 11.35 |
Horse-colic | 89.18 ± 2.62 | 97.44 ± 13.26 | 70.82 ± 16.01 | 98.76 ± 16.26 | 82.97 ± 13.38 | 80.16 ± 14.45 | 78.96 ± 16.19 | 90.78 ± 10.49 | 87.85 ± 19.79 | 86.54 ± 12.50 |
Htru | 55.10 ± 3.61 | 78.10 ± 3.57 | 47.16 ± 5.91 | 58.46 ± 3.99 | 103.17 ± 0.83 | 101.20 ± 1.13 | 101.76 ± 1.07 | 44.44 ± 4.82 | 44.93 ± 4.79 | 53.58 ± 4.38 |
Hypothyroid | 93.63 ± 1.15 | 72.24 ± 6.74 | 19.79 ± 9.48 | 107.70 ± 9.64 | 100.96 ± 1.88 | 99.96 ± 4.87 | 100.12 ± 5.11 | 81.22 ± 19.04 | 87.35 ± 21.40 | 71.52 ± 8.75 |
Ibeacon-rssi-labeled | 97.31 ± 0.22 | 107.16 ± 1.47 | 94.52 ± 2.03 | 89.22 ± 2.04 | 115.45 ± 1.48 | 113.31 ± 2.53 | 112.23 ± 2.83 | 91.45 ± 1.53 | 91.23 ± 1.74 | 139.03 ± 1.26 |
Ilpd-indian-liver | 96.22 ± 2.81 | 144.80 ± 8.99 | 103.60 ± 6.40 | 130.56 ± 11.37 | 118.37 ± 0.65 | 119.76 ± 3.59 | 119.36 ± 5.14 | 93.07 ± 3.12 | 93.10 ± 3.39 | 128.80 ± 6.22 |
Image-segmentation | 65.23 ± 2.86 | 69.31 ± 9.03 | 45.94 ± 22.03 | 53.06 ± 10.03 | 54.39 ± 6.81 | 53.90 ± 10.25 | 54.96 ± 10.01 | 39.77 ± 8.76 | 42.53 ± 9.91 | 97.18 ± 11.10 |
Immunotherapy | 93.17 ± 5.79 | 97.62 ± 21.85 | 91.37 ± 30.22 | 124.97 ± 54.46 | 111.97 ± 4.45 | 111.97 ± 4.45 | 111.97 ± 4.45 | 91.06 ± 29.58 | 95.88 ± 31.63 | 89.90 ± 37.42 |
Impensdata | 83.51 ± 2.93 | 70.69 ± 8.24 | 100.00 ± 0.00 | 90.49 ± 9.22 | 108.93 ± 0.21 | 108.93 ± 0.21 | 108.93 ± 0.21 | 80.25 ± 9.64 | 85.97 ± 11.92 | 108.35 ± 6.83 |
In-vehicle-coupon-recommendation | 97.92 ± 0.12 | 95.44 ± 1.65 | 92.34 ± 1.19 | 112.19 ± 2.23 | 112.59 ± 2.38 | 111.63 ± 2.38 | 110.86 ± 2.41 | 104.27 ± 1.75 | 103.05 ± 2.88 | 126.84 ± 1.42 |
Indian | 95.31 ± 2.20 | 144.46 ± 9.23 | 105.80 ± 8.41 | 131.74 ± 12.56 | 116.21 ± 3.38 | 117.66 ± 3.01 | 117.66 ± 3.01 | 94.53 ± 4.15 | 94.71 ± 3.40 | 129.12 ± 6.10 |
Ionosphere | 62.23 ± 4.81 | 81.13 ± 12.78 | 59.31 ± 12.13 | 75.60 ± 13.65 | 48.69 ± 10.28 | 43.50 ± 18.93 | 39.50 ± 17.90 | 60.43 ± 6.34 | 59.15 ± 11.10 | 88.58 ± 22.85 |
Iris | 59.06 ± 8.72 | 30.32 ± 17.48 | 22.67 ± 26.19 | 26.88 ± 26.91 | 22.36 ± 23.57 | 24.21 ± 26.11 | 22.36 ± 23.57 | 20.87 ± 18.68 | 21.64 ± 19.95 | 40.57 ± 28.95 |
Jain | 45.29 ± 13.71 | 41.53 ± 12.81 | 5.23 ± 16.55 | 0.68 ± 0.01 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 39.92 ± 11.04 | 40.90 ± 10.57 | 44.01 ± 25.18 |
Jsbach-chorals-harmony | 81.57 ± 0.79 | 50.79 ± 3.84 | 54.21 ± 4.56 | 45.20 ± 4.47 | 60.15 ± 4.88 | 54.68 ± 4.07 | 51.89 ± 6.48 | 45.78 ± 5.80 | 50.58 ± 8.14 | 62.55 ± 4.68 |
Knowledge | 85.87 ± 4.18 | 59.22 ± 16.30 | 34.90 ± 22.51 | 81.75 ± 13.88 | 64.23 ± 21.32 | 47.97 ± 29.57 | 38.60 ± 29.57 | 39.56 ± 17.94 | 41.39 ± 16.90 | 67.95 ± 17.68 |
Lasvegastripadvisorreviews | 100.32 ± 0.25 | 111.50 ± 3.13 | 121.51 ± 3.80 | 139.33 ± 3.30 | 142.23 ± 2.77 | 143.67 ± 3.93 | 141.71 ± 4.01 | 128.63 ± 4.12 | 129.31 ± 4.45 | 141.56 ± 2.71 |
Leaf | 86.01 ± 1.17 | 68.95 ± 10.66 | 83.50 ± 8.86 | 135.31 ± 2.22 | 130.96 ± 3.21 | 125.23 ± 4.31 | 124.00 ± 4.63 | 85.62 ± 6.01 | 88.69 ± 5.82 | 125.49 ± 3.94 |
Led-display | 88.07 ± 0.42 | 66.81 ± 3.97 | 70.14 ± 4.33 | 68.69 ± 4.89 | 78.85 ± 5.79 | 79.17 ± 5.30 | 79.60 ± 5.09 | 68.26 ± 4.39 | 68.70 ± 4.07 | 133.70 ± 1.05 |
Lenses | 82.99 ± 20.68 | 103.60 ± 12.86 | 60.43 ± 78.78 | 51.16 ± 53.78 | 53.59 ± 72.68 | 55.38 ± 78.02 | 55.38 ± 78.02 | 75.56 ± 66.81 | 79.26 ± 70.36 | 93.86 ± 84.38 |
Letter | 90.04 ± 0.12 | 72.31 ± 0.65 | 47.09 ± 1.30 | 29.17 ± 1.05 | 32.64 ± 0.80 | 28.83 ± 1.07 | 26.93 ± 0.84 | 56.10 ± 1.91 | 58.02 ± 1.50 | 131.19 ± 0.29 |
Libras | 82.82 ± 2.25 | 85.98 ± 11.79 | 74.79 ± 12.39 | 53.22 ± 10.15 | 63.27 ± 6.84 | 55.56 ± 8.53 | 52.31 ± 8.10 | 58.94 ± 6.85 | 58.09 ± 6.86 | 129.89 ± 5.00 |
Low-res-spect | 79.46 ± 1.62 | 76.21 ± 7.57 | 68.59 ± 7.60 | 69.06 ± 8.72 | 56.34 ± 6.62 | 55.72 ± 7.39 | 53.10 ± 7.30 | 43.58 ± 7.72 | 46.68 ± 8.00 | 88.79 ± 8.96 |
Lung-cancer | 93.99 ± 4.88 | 96.56 ± 31.00 | 117.28 ± 29.32 | 103.21 ± 56.95 | 110.93 ± 42.92 | 103.54 ± 41.58 | 112.79 ± 45.74 | 114.07 ± 24.85 | 114.63 ± 25.64 | 124.19 ± 22.45 |
Lymphography | 87.03 ± 2.34 | 70.67 ± 17.62 | 91.72 ± 19.36 | 88.84 ± 36.07 | 67.15 ± 29.90 | 72.22 ± 22.02 | 77.76 ± 18.30 | 75.23 ± 17.11 | 75.45 ± 19.22 | 94.63 ± 15.89 |
Magic | 84.07 ± 1.78 | 101.85 ± 4.24 | 78.74 ± 4.82 | 93.84 ± 5.47 | 81.20 ± 5.88 | 80.57 ± 4.71 | 80.60 ± 3.86 | 71.56 ± 5.36 | 74.11 ± 5.40 | 110.22 ± 8.88 |
Mammographic | 79.84 ± 2.61 | 82.69 ± 7.12 | 72.33 ± 4.82 | 94.63 ± 9.68 | 83.20 ± 5.26 | 84.13 ± 6.19 | 83.62 ± 6.41 | 73.77 ± 4.47 | 75.48 ± 6.23 | 85.30 ± 2.93 |
Miniboone | 82.25 ± 1.18 | 189.93 ± 1.93 | 81.34 ± 7.18 | 91.38 ± 4.32 | 88.45 ± 7.42 | 85.36 ± 6.44 | 83.07 ± 5.95 | 75.70 ± 4.34 | 76.58 ± 4.28 | 96.24 ± 4.74 |
Molec-biol-promoter | 89.39 ± 4.02 | 54.41 ± 28.47 | 96.63 ± 20.34 | 101.51 ± 23.11 | 79.01 ± 27.86 | 71.19 ± 34.52 | 71.19 ± 34.52 | 84.66 ± 19.60 | 85.23 ± 19.65 | 108.30 ± 20.19 |
Molec-biol-splice | 96.61 ± 0.21 | 43.89 ± 4.68 | 47.20 ± 6.16 | 109.44 ± 3.15 | 64.55 ± 5.12 | 64.20 ± 4.41 | 65.59 ± 3.29 | 64.73 ± 4.94 | 65.33 ± 4.39 | 109.16 ± 3.42 |
Monks-1 | 79.68 ± 6.35 | 85.58 ± 16.00 | 18.01 ± 25.67 | 107.12 ± 19.53 | 77.61 ± 43.67 | 72.46 ± 41.02 | 76.16 ± 32.30 | 43.91 ± 43.45 | 36.89 ± 47.79 | 101.45 ± 20.94 |
Monks-2 | 100.90 ± 2.75 | 103.08 ± 4.57 | 90.54 ± 20.46 | 126.56 ± 16.70 | 133.06 ± 10.97 | 127.05 ± 21.06 | 121.08 ± 19.59 | 92.51 ± 20.24 | 90.88 ± 13.73 | 132.43 ± 7.25 |
Monks-3 | 78.01 ± 7.23 | 64.86 ± 11.40 | 40.50 ± 31.32 | 94.43 ± 30.54 | 51.83 ± 37.08 | 57.14 ± 33.62 | 57.14 ± 33.62 | 64.71 ± 32.51 | 55.86 ± 24.15 | 93.71 ± 8.47 |
Mushroom | 67.75 ± 1.00 | 65.00 ± 3.45 | 0.00 ± 0.00 | 0.03 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.29 ± 0.04 | 0.22 ± 0.04 | 23.99 ± 4.20 |
Musk-1 | 82.69 ± 2.50 | 98.13 ± 14.21 | 75.59 ± 17.22 | 77.25 ± 12.78 | 59.52 ± 15.23 | 54.34 ± 11.78 | 49.30 ± 12.26 | 41.77 ± 10.93 | 42.38 ± 10.08 | 122.88 ± 14.88 |
Musk-2 | 79.29 ± 2.02 | 102.70 ± 5.93 | 56.26 ± 8.90 | 53.27 ± 6.39 | 53.67 ± 8.49 | 43.30 ± 8.56 | 37.44 ± 8.13 | 26.11 ± 9.61 | 26.31 ± 10.98 | 87.81 ± 5.55 |
Newdiagnosis | 50.72 ± 3.08 | 30.73 ± 7.33 | 0.00 ± 0.00 | 0.18 ± 0.02 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 1.51 ± 0.17 | 1.10 ± 0.10 | 94.98 ± 16.20 |
Nursery | 89.23 ± 0.16 | 50.15 ± 1.52 | 10.57 ± 3.75 | 47.61 ± 1.53 | 22.67 ± 1.42 | 19.67 ± 1.54 | 17.60 ± 1.60 | 27.33 ± 4.63 | 31.85 ± 5.47 | 92.21 ± 1.63 |
Obesitydataset-raw-and-data-sinthetic | 80.81 ± 0.44 | 72.54 ± 2.04 | 36.38 ± 5.59 | 64.50 ± 4.47 | 48.72 ± 5.55 | 43.66 ± 5.84 | 41.54 ± 6.13 | 33.04 ± 7.20 | 34.19 ± 4.07 | 87.58 ± 4.75 |
Obs-network-dataset-2-aug27 | 52.23 ± 2.24 | 86.99 ± 8.34 | 2.58 ± 8.15 | 14.70 ± 8.16 | 26.00 ± 4.09 | 26.00 ± 4.09 | 26.00 ± 4.09 | 26.01 ± 7.81 | 21.90 ± 6.73 | 52.27 ± 6.35 |
Occupancy-data | 35.36 ± 3.13 | 41.97 ± 5.20 | 22.80 ± 6.37 | 18.52 ± 5.69 | 90.59 ± 4.83 | 87.73 ± 5.66 | 87.73 ± 5.66 | 26.40 ± 5.83 | 25.76 ± 5.83 | 22.91 ± 6.78 |
Occupancy-data2 | 35.32 ± 2.07 | 46.60 ± 3.32 | 17.76 ± 2.81 | 17.59 ± 3.65 | 99.54 ± 1.49 | 92.95 ± 1.88 | 92.95 ± 1.88 | 17.73 ± 3.34 | 17.88 ± 2.64 | 19.26 ± 2.59 |
Occupancy-data3 | 28.48 ± 3.36 | 33.40 ± 4.77 | 16.77 ± 1.68 | 17.60 ± 3.81 | 101.09 ± 1.58 | 96.21 ± 1.89 | 96.17 ± 1.87 | 21.45 ± 3.16 | 21.58 ± 2.94 | 19.14 ± 3.05 |
Old | 85.14 ± 0.57 | 42.84 ± 3.78 | 39.55 ± 6.28 | 26.61 ± 5.34 | 44.47 ± 4.32 | 43.75 ± 5.86 | 42.45 ± 5.52 | 30.94 ± 5.80 | 30.90 ± 6.98 | 67.54 ± 4.81 |
Online-shoppers-intention | 93.64 ± 0.25 | 107.81 ± 3.48 | 82.63 ± 2.45 | 118.80 ± 1.82 | 108.85 ± 0.19 | 109.02 ± 0.45 | 109.22 ± 0.54 | 78.72 ± 2.32 | 80.45 ± 4.54 | 94.78 ± 4.01 |
Oocytes-merluccius-nucleus-4d | 92.39 ± 2.57 | 126.11 ± 8.34 | 93.80 ± 4.53 | 111.77 ± 7.42 | 101.17 ± 6.69 | 94.63 ± 5.96 | 92.41 ± 7.33 | 80.60 ± 6.86 | 83.56 ± 8.49 | 122.17 ± 9.10 |
Oocytes-merluccius-states-2f | 63.53 ± 4.90 | 79.46 ± 9.81 | 61.47 ± 11.02 | 61.45 ± 9.52 | 59.47 ± 9.30 | 58.27 ± 7.35 | 55.66 ± 7.29 | 53.41 ± 5.97 | 54.99 ± 7.37 | 88.04 ± 11.26 |
Oocytes-trisopterus-nucleus-2f | 94.00 ± 2.91 | 130.24 ± 8.25 | 98.36 ± 10.84 | 101.83 ± 11.84 | 87.53 ± 8.52 | 81.11 ± 8.90 | 82.39 ± 6.95 | 72.86 ± 8.59 | 78.50 ± 8.77 | 128.61 ± 9.79 |
Oocytes-trisopterus-states-5b | 71.13 ± 6.12 | 95.75 ± 8.13 | 64.57 ± 8.79 | 58.95 ± 12.75 | 56.09 ± 12.28 | 54.47 ± 10.42 | 53.04 ± 9.19 | 46.27 ± 9.36 | 45.98 ± 10.04 | 89.06 ± 6.25 |
Optdigits | 89.77 ± 0.15 | 42.09 ± 2.70 | 43.53 ± 3.37 | 17.13 ± 4.00 | 77.23 ± 2.78 | 74.66 ± 3.13 | 74.66 ± 3.13 | 18.30 ± 3.43 | 16.68 ± 3.29 | 127.34 ± 1.08 |
Optical | 89.27 ± 0.22 | 41.47 ± 3.05 | 45.83 ± 2.96 | 18.20 ± 3.46 | 17.43 ± 3.32 | 16.17 ± 4.42 | 16.45 ± 3.97 | 17.67 ± 3.15 | 18.78 ± 3.43 | 126.75 ± 1.13 |
Ozone | 99.38 ± 0.13 | 318.38 ± 16.15 | 119.39 ± 9.97 | 131.98 ± 8.63 | 101.46 ± 0.10 | 101.46 ± 0.10 | 101.46 ± 0.10 | 108.58 ± 14.16 | 103.74 ± 12.33 | 106.04 ± 6.86 |
Page-blocks | 73.74 ± 2.77 | 95.47 ± 6.48 | 54.63 ± 3.52 | 64.31 ± 5.03 | 63.14 ± 6.33 | 60.92 ± 6.85 | 60.60 ± 6.90 | 56.36 ± 6.09 | 57.36 ± 4.93 | 81.05 ± 3.97 |
Parkingbirmingham | 49.50 ± 2.79 | 56.99 ± 1.85 | 0.00 ± 0.00 | 22.73 ± 2.99 | 92.47 ± 4.19 | 89.49 ± 4.52 | 89.49 ± 4.52 | 46.52 ± 1.78 | 43.82 ± 2.02 | 0.00 ± 0.00 |
Parkinsons | 80.16 ± 7.40 | 124.32 ± 25.45 | 98.43 ± 12.59 | 36.91 ± 24.59 | 78.74 ± 21.53 | 68.60 ± 30.39 | 62.99 ± 28.27 | 63.95 ± 25.07 | 60.75 ± 32.61 | 83.06 ± 25.05 |
Pasture | 85.52 ± 8.61 | 70.69 ± 49.92 | 62.84 ± 47.61 | 70.45 ± 55.58 | 145.90 ± 3.85 | 145.90 ± 3.85 | 145.90 ± 3.85 | 63.21 ± 50.80 | 65.25 ± 51.66 | 91.28 ± 53.06 |
Pbc | 87.75 ± 3.46 | 88.39 ± 13.99 | 84.26 ± 14.91 | 129.68 ± 13.55 | 127.52 ± 0.80 | 127.52 ± 0.80 | 127.52 ± 0.80 | 101.73 ± 9.69 | 98.13 ± 6.58 | 106.95 ± 18.06 |
Pen | 72.38 ± 0.38 | 53.31 ± 2.25 | 26.98 ± 1.93 | 11.80 ± 1.59 | 138.66 ± 0.69 | 137.88 ± 0.77 | 137.88 ± 0.77 | 32.79 ± 1.90 | 33.46 ± 1.55 | 116.48 ± 1.48 |
Pendigits | 71.98 ± 0.40 | 49.64 ± 2.71 | 28.47 ± 2.79 | 11.05 ± 2.40 | 8.97 ± 2.47 | 8.09 ± 3.11 | 8.23 ± 3.21 | 30.62 ± 1.93 | 31.40 ± 1.82 | 115.72 ± 1.90 |
Pharynx | 101.25 ± 2.56 | 108.18 ± 9.07 | 100.00 ± 0.04 | 139.58 ± 22.58 | 115.08 ± 16.84 | 119.68 ± 22.09 | 126.61 ± 20.52 | 115.62 ± 9.70 | 119.82 ± 28.27 | 201.32 ± 11.50 |
Phishingwebsites | 87.95 ± 0.21 | 46.34 ± 2.22 | 37.25 ± 2.06 | 28.94 ± 2.65 | 47.16 ± 2.25 | 44.97 ± 2.23 | 43.78 ± 2.11 | 32.02 ± 2.06 | 32.09 ± 1.80 | 67.07 ± 1.70 |
Pima | 90.47 ± 3.59 | 87.25 ± 8.42 | 93.05 ± 10.72 | 114.11 ± 9.22 | 103.18 ± 8.64 | 104.30 ± 8.58 | 104.66 ± 7.23 | 88.21 ± 5.91 | 88.85 ± 7.35 | 111.61 ± 10.35 |
Pittsburg-bridges-rel-l | 89.50 ± 5.08 | 89.37 ± 18.30 | 97.38 ± 18.60 | 89.14 ± 38.62 | 102.52 ± 20.85 | 101.05 ± 20.80 | 92.90 ± 21.20 | 99.94 ± 19.10 | 96.28 ± 20.16 | 96.57 ± 19.22 |
Pittsburg-bridges-span | 89.67 ± 4.40 | 84.73 ± 15.52 | 94.81 ± 16.21 | 113.97 ± 26.05 | 104.74 ± 21.91 | 105.75 ± 26.40 | 105.75 ± 26.40 | 91.20 ± 12.11 | 91.85 ± 17.20 | 120.35 ± 16.75 |
Pittsburg-bridges-t-or-d | 95.87 ± 7.30 | 88.10 ± 22.04 | 106.33 ± 31.57 | 106.73 ± 46.76 | 98.57 ± 35.87 | 88.59 ± 50.29 | 84.28 ± 46.41 | 83.77 ± 58.07 | 89.37 ± 63.44 | 98.71 ± 59.34 |
Pittsburg-bridges-type | 92.48 ± 4.29 | 88.86 ± 10.41 | 91.56 ± 10.94 | 101.39 ± 15.88 | 109.49 ± 15.61 | 98.66 ± 23.87 | 98.12 ± 19.29 | 90.60 ± 19.32 | 95.59 ± 19.39 | 107.61 ± 7.39 |
Pittsburg-bridgesmaterial | 80.30 ± 5.59 | 80.47 ± 16.73 | 68.43 ± 21.17 | 81.75 ± 38.26 | 80.98 ± 15.65 | 83.67 ± 14.88 | 82.05 ± 34.00 | 79.77 ± 19.53 | 86.96 ± 19.61 | 78.92 ± 11.95 |
Planning | 100.69 ± 2.28 | 109.01 ± 8.59 | 100.00 ± 0.02 | 127.40 ± 17.80 | 118.23 ± 1.26 | 120.18 ± 11.79 | 128.81 ± 13.19 | 124.95 ± 13.76 | 133.30 ± 19.79 | 135.77 ± 15.55 |
Plant-margin | 95.45 ± 0.12 | 53.64 ± 4.45 | 97.15 ± 4.59 | 70.29 ± 3.67 | 58.80 ± 4.03 | 55.28 ± 5.16 | 54.59 ± 5.18 | 50.54 ± 3.17 | 51.14 ± 3.91 | 136.54 ± 1.61 |
Plant-shape | 93.38 ± 0.12 | 94.55 ± 3.05 | 98.45 ± 3.28 | 81.84 ± 3.95 | 101.54 ± 1.61 | 93.41 ± 3.39 | 89.74 ± 3.79 | 73.32 ± 4.17 | 74.65 ± 3.18 | 135.89 ± 1.20 |
Plant-texture | 95.78 ± 0.15 | 70.64 ± 4.59 | 93.55 ± 3.26 | 61.49 ± 4.34 | 57.93 ± 4.25 | 53.86 ± 4.30 | 52.90 ± 4.50 | 51.11 ± 2.22 | 52.36 ± 2.09 | 139.65 ± 0.65 |
Poker-hand-training-true | 100.00 ± 0.01 | 100.01 ± 0.04 | 112.92 ± 2.44 | 136.31 ± 1.12 | 120.55 ± 1.45 | 122.21 ± 1.34 | 123.81 ± 1.58 | 99.37 ± 0.59 | 100.33 ± 1.10 | 132.74 ± 0.01 |
Post-operative | 100.05 ± 3.10 | 107.98 ± 7.49 | 99.93 ± 0.31 | 135.74 ± 14.49 | 116.16 ± 4.71 | 120.44 ± 8.71 | 124.20 ± 12.12 | 120.66 ± 17.21 | 128.98 ± 20.86 | 120.44 ± 8.71 |
Primary-tumor | 95.96 ± 0.67 | 92.08 ± 8.27 | 99.11 ± 5.53 | 114.86 ± 7.80 | 109.30 ± 11.30 | 111.22 ± 10.70 | 112.01 ± 12.02 | 102.94 ± 7.17 | 104.08 ± 7.15 | 127.72 ± 2.50 |
Qsarbioconcentration | 100.25 ± 0.61 | 102.46 ± 2.87 | 103.67 ± 8.00 | 142.45 ± 10.81 | 115.78 ± 0.99 | 119.26 ± 3.67 | 125.03 ± 6.00 | 108.72 ± 6.30 | 110.13 ± 5.28 | 120.21 ± 6.76 |
Qsarbiodegradation | 89.51 ± 1.69 | 100.09 ± 6.60 | 80.51 ± 7.36 | 85.38 ± 5.91 | 79.18 ± 7.31 | 78.18 ± 6.39 | 79.99 ± 7.23 | 69.56 ± 5.11 | 70.77 ± 6.78 | 101.76 ± 8.68 |
Qualitative-bankruptcy | 32.35 ± 3.73 | 5.51 ± 10.58 | 17.29 ± 22.81 | 1.33 ± 2.38 | 9.79 ± 21.04 | 9.79 ± 21.04 | 4.03 ± 12.74 | 4.33 ± 11.38 | 4.13 ± 11.31 | 13.86 ± 22.80 |
Ringnorm | 74.09 ± 2.09 | 19.74 ± 2.98 | 56.68 ± 0.70 | 99.62 ± 3.20 | 23.46 ± 3.65 | 24.51 ± 3.38 | 25.43 ± 3.77 | 53.40 ± 4.65 | 53.76 ± 2.92 | 119.27 ± 1.63 |
Risk-factors-cervical-cancer | 94.94 ± 1.15 | 126.72 ± 13.05 | 77.04 ± 17.52 | 95.64 ± 19.78 | 103.33 ± 0.35 | 104.24 ± 5.08 | 99.45 ± 11.46 | 80.68 ± 15.46 | 87.01 ± 18.10 | 77.93 ± 21.08 |
Robotnavigation | 55.25 ± 1.48 | 107.44 ± 1.88 | 10.13 ± 3.43 | 59.46 ± 3.13 | 54.79 ± 3.15 | 51.52 ± 2.86 | 49.12 ± 2.39 | 55.42 ± 4.28 | 55.26 ± 6.04 | 86.18 ± 3.25 |
Sapfile | 96.14 ± 1.48 | 100.24 ± 9.39 | 115.93 ± 15.89 | 129.08 ± 8.60 | 125.60 ± 11.63 | 124.81 ± 8.63 | 124.58 ± 10.95 | 116.65 ± 10.66 | 117.63 ± 13.94 | 133.77 ± 14.89 |
Sat | 60.61 ± 0.60 | 69.58 ± 2.17 | 56.20 ± 2.03 | 48.23 ± 2.01 | 135.02 ± 0.49 | 133.93 ± 0.43 | 133.93 ± 0.43 | 46.77 ± 3.44 | 49.11 ± 2.28 | 99.66 ± 1.62 |
Satelite | 60.65 ± 0.61 | 69.61 ± 2.16 | 55.92 ± 1.59 | 48.11 ± 2.83 | 135.03 ± 0.52 | 133.86 ± 0.65 | 133.86 ± 0.65 | 46.50 ± 1.04 | 48.25 ± 2.28 | 99.38 ± 2.04 |
Scadi | 87.09 ± 1.43 | 61.49 ± 23.59 | 62.84 ± 26.02 | 66.13 ± 26.97 | 79.45 ± 15.60 | 70.12 ± 31.33 | 61.52 ± 37.62 | 67.24 ± 19.91 | 67.29 ± 20.46 | 104.98 ± 13.00 |
Schillingdata | 84.94 ± 1.12 | 62.10 ± 2.63 | 100.00 ± 0.00 | 91.64 ± 3.69 | 107.37 ± 0.09 | 97.69 ± 4.54 | 85.26 ± 3.41 | 71.97 ± 9.52 | 85.21 ± 12.03 | 107.98 ± 1.36 |
Seeds | 58.92 ± 5.93 | 44.58 ± 18.36 | 45.28 ± 20.77 | 40.64 ± 6.55 | 38.07 ± 21.30 | 38.07 ± 21.30 | 38.07 ± 21.30 | 30.45 ± 10.31 | 29.24 ± 9.57 | 70.34 ± 19.38 |
Segment | 59.50 ± 1.21 | 65.40 ± 2.80 | 25.83 ± 4.34 | 25.64 ± 2.84 | 89.82 ± 3.71 | 87.68 ± 3.17 | 87.74 ± 3.25 | 27.25 ± 3.48 | 25.77 ± 2.60 | 91.78 ± 3.52 |
Seismic-bumps | 99.02 ± 0.35 | 138.24 ± 9.17 | 100.18 ± 0.57 | 131.00 ± 9.20 | 103.46 ± 0.01 | 103.46 ± 0.01 | 103.46 ± 0.01 | 100.79 ± 3.96 | 102.92 ± 4.94 | 106.98 ± 4.05 |
Semeion | 96.86 ± 0.07 | 53.86 ± 5.51 | 70.01 ± 3.45 | 42.40 ± 4.21 | 31.05 ± 3.77 | 29.08 ± 2.48 | 29.31 ± 2.58 | 35.85 ± 4.06 | 35.19 ± 4.68 | 133.68 ± 0.39 |
Setapprocesst1 | 95.41 ± 5.81 | 130.37 ± 39.71 | 120.89 ± 28.33 | 123.25 ± 19.31 | 128.77 ± 13.55 | 118.98 ± 21.01 | 122.56 ± 17.65 | 116.55 ± 45.33 | 116.16 ± 44.96 | 98.22 ± 61.05 |
Setapprocesst10 | 99.97 ± 4.17 | 154.43 ± 21.86 | 131.27 ± 23.89 | 127.99 ± 32.23 | 122.05 ± 5.22 | 122.05 ± 5.22 | 122.05 ± 5.22 | 133.00 ± 42.66 | 133.55 ± 36.13 | 129.59 ± 14.46 |
Setapprocesst11 | 99.41 ± 4.33 | 134.13 ± 42.31 | 116.67 ± 34.31 | 132.74 ± 23.21 | 122.05 ± 5.22 | 122.05 ± 5.22 | 122.05 ± 5.22 | 121.08 ± 25.91 | 114.69 ± 28.33 | 137.85 ± 16.93 |
Setapprocesst2 | 98.71 ± 4.31 | 114.63 ± 26.50 | 90.85 ± 49.65 | 117.85 ± 48.89 | 122.05 ± 5.22 | 122.05 ± 5.22 | 122.05 ± 5.22 | 118.79 ± 31.46 | 113.52 ± 32.85 | 77.95 ± 49.39 |
Setapprocesst3 | 99.05 ± 4.05 | 122.25 ± 23.50 | 126.61 ± 30.35 | 119.20 ± 27.49 | 122.05 ± 5.22 | 122.05 ± 5.22 | 122.05 ± 5.22 | 117.27 ± 24.34 | 118.37 ± 16.90 | 143.18 ± 26.50 |
Setapprocesst4 | 100.78 ± 1.89 | 146.77 ± 47.89 | 141.95 ± 29.31 | 133.29 ± 34.37 | 116.99 ± 7.71 | 116.99 ± 7.71 | 116.99 ± 7.71 | 136.51 ± 38.59 | 136.70 ± 30.51 | 113.48 ± 23.96 |
Setapprocesst5 | 97.92 ± 5.06 | 150.96 ± 26.50 | 134.24 ± 31.44 | 129.29 ± 27.69 | 124.00 ± 9.11 | 125.95 ± 11.41 | 125.95 ± 11.41 | 121.69 ± 19.30 | 120.29 ± 18.53 | 113.68 ± 55.27 |
Setapprocesst6 | 98.36 ± 2.96 | 114.55 ± 30.62 | 116.30 ± 25.27 | 122.44 ± 27.05 | 122.05 ± 5.22 | 122.05 ± 5.22 | 122.05 ± 5.22 | 117.72 ± 37.58 | 119.04 ± 33.16 | 130.04 ± 35.03 |
Setapprocesst7 | 98.65 ± 4.55 | 98.83 ± 35.72 | 118.41 ± 49.74 | 121.67 ± 25.15 | 122.05 ± 5.22 | 122.05 ± 5.22 | 122.05 ± 5.22 | 97.17 ± 40.62 | 98.87 ± 40.41 | 143.69 ± 23.95 |
Setapprocesst8 | 97.57 ± 3.64 | 113.36 ± 28.07 | 103.27 ± 30.86 | 120.07 ± 43.69 | 122.05 ± 5.22 | 122.05 ± 5.22 | 122.05 ± 5.22 | 109.43 ± 40.65 | 107.74 ± 43.23 | 150.24 ± 22.05 |
Setapprocesst9 | 98.89 ± 3.20 | 117.62 ± 26.75 | 110.54 ± 31.35 | 133.62 ± 14.38 | 122.05 ± 5.22 | 122.05 ± 5.22 | 122.05 ± 5.22 | 97.88 ± 43.95 | 108.83 ± 43.44 | 147.47 ± 28.50 |
Shillbiddingdataset | 68.39 ± 0.58 | 55.61 ± 4.28 | 19.11 ± 3.70 | 28.07 ± 5.14 | 21.45 ± 4.75 | 20.85 ± 5.67 | 18.40 ± 5.37 | 15.59 ± 4.50 | 15.05 ± 7.07 | 53.18 ± 5.20 |
Shuttle-landing-control | 105.16 ± 98.60 | 166.55 ± 227.78 | 62.34 ± 15.65 | 84.84 ± 117.72 | 10.69 ± 33.80 | 10.69 ± 33.80 | 10.69 ± 33.80 | 102.61 ± 199.52 | 106.67 ± 212.35 | 90.69 ± 251.48 |
Somervillehappinesssurvey2015 | 97.70 ± 6.04 | 103.40 ± 12.60 | 96.69 ± 20.43 | 111.71 ± 21.10 | 125.77 ± 16.48 | 128.01 ± 15.36 | 127.58 ± 18.64 | 117.91 ± 19.08 | 118.43 ± 20.09 | 114.71 ± 26.82 |
Sonar | 91.62 ± 2.77 | 105.49 ± 14.10 | 103.66 ± 12.82 | 70.39 ± 20.51 | 116.68 ± 9.43 | 108.18 ± 16.25 | 101.43 ± 18.65 | 74.27 ± 29.19 | 74.33 ± 29.17 | 121.44 ± 18.90 |
Soybean | 89.33 ± 0.66 | 36.08 ± 16.54 | 47.74 ± 8.71 | 49.93 ± 10.10 | 44.37 ± 13.94 | 39.92 ± 11.59 | 41.48 ± 12.26 | 39.47 ± 11.30 | 39.60 ± 9.78 | 123.24 ± 2.12 |
Spambase | 85.27 ± 0.75 | 93.02 ± 3.90 | 52.34 ± 4.65 | 62.03 ± 3.75 | 52.49 ± 3.69 | 52.01 ± 4.34 | 52.40 ± 3.66 | 54.04 ± 3.55 | 59.05 ± 14.74 | 95.13 ± 4.38 |
Speaker-accent | 91.78 ± 1.83 | 94.38 ± 11.13 | 88.13 ± 14.93 | 72.21 ± 16.93 | 109.16 ± 4.98 | 103.82 ± 5.74 | 103.82 ± 5.74 | 67.13 ± 9.34 | 72.38 ± 10.63 | 119.12 ± 5.82 |
Spect | 95.44 ± 7.39 | 102.14 ± 40.33 | 103.21 ± 21.86 | 133.24 ± 23.52 | 124.73 ± 22.08 | 125.35 ± 24.79 | 128.37 ± 18.79 | 128.96 ± 32.08 | 128.60 ± 34.38 | 110.24 ± 19.55 |
Spectf | 94.23 ± 3.59 | 91.65 ± 27.14 | 98.75 ± 23.79 | 108.64 ± 30.80 | 113.48 ± 11.61 | 113.48 ± 11.61 | 90.20 ± 38.92 | 96.18 ± 37.11 | 96.91 ± 27.49 | 106.06 ± 16.70 |
Statlog-australian-credit | 98.96 ± 0.48 | 107.03 ± 5.64 | 108.70 ± 11.95 | 142.02 ± 5.56 | 121.92 ± 3.24 | 127.38 ± 11.14 | 128.23 ± 10.04 | 113.34 ± 6.96 | 115.26 ± 7.19 | 125.81 ± 11.36 |
Statlog-german-credit | 97.75 ± 0.31 | 91.18 ± 9.26 | 101.98 ± 10.77 | 123.48 ± 7.63 | 106.29 ± 9.64 | 103.65 ± 8.60 | 103.51 ± 10.34 | 111.43 ± 6.66 | 108.76 ± 7.25 | 117.63 ± 4.61 |
Statlog-heart | 82.60 ± 3.30 | 72.29 ± 14.04 | 91.43 ± 18.07 | 97.58 ± 22.29 | 82.16 ± 12.91 | 88.01 ± 19.85 | 88.40 ± 22.00 | 85.72 ± 11.79 | 83.24 ± 17.25 | 107.56 ± 12.07 |
Statlog-image | 57.69 ± 1.16 | 65.61 ± 2.80 | 25.80 ± 4.36 | 25.64 ± 2.84 | 36.41 ± 2.85 | 33.47 ± 3.49 | 32.41 ± 3.37 | 26.62 ± 3.57 | 27.11 ± 4.36 | 92.01 ± 3.11 |
Statlog-landsat | 60.00 ± 1.20 | 69.60 ± 3.86 | 56.29 ± 3.34 | 49.16 ± 4.47 | 50.91 ± 3.91 | 49.15 ± 3.50 | 48.94 ± 4.15 | 47.79 ± 2.41 | 48.96 ± 4.41 | 98.91 ± 2.10 |
Statlog-shuttle | 75.97 ± 0.52 | 55.93 ± 2.89 | 3.96 ± 2.30 | 5.32 ± 2.37 | 11.79 ± 1.08 | 10.62 ± 1.27 | 10.45 ± 1.18 | 12.91 ± 0.97 | 12.44 ± 1.44 | 54.45 ± 1.53 |
Statlog-vehicle | 82.35 ± 1.47 | 105.79 ± 3.29 | 77.33 ± 7.49 | 89.18 ± 7.10 | 78.56 ± 6.68 | 72.42 ± 4.86 | 72.01 ± 4.41 | 60.55 ± 4.46 | 63.31 ± 6.52 | 113.97 ± 6.04 |
Steel-plates | 81.03 ± 1.11 | 95.55 ± 4.13 | 73.83 ± 4.89 | 84.63 ± 4.10 | 79.20 ± 4.55 | 76.86 ± 3.76 | 76.98 ± 4.79 | 75.69 ± 4.31 | 76.97 ± 4.56 | 115.36 ± 4.37 |
Synthetic-control | 71.91 ± 1.54 | 33.55 ± 10.45 | 43.08 ± 8.09 | 26.76 ± 11.35 | 8.00 ± 10.33 | 6.00 ± 9.66 | 6.00 ± 9.66 | 10.17 ± 6.45 | 9.86 ± 6.70 | 101.50 ± 4.44 |
Teaching | 94.76 ± 3.91 | 96.13 ± 6.24 | 98.63 ± 12.16 | 101.23 ± 17.58 | 113.25 ± 18.91 | 106.11 ± 17.95 | 105.23 ± 17.49 | 94.76 ± 8.62 | 97.42 ± 6.28 | 126.23 ± 13.02 |
Thoraricsurgery | 99.45 ± 0.57 | 109.78 ± 18.45 | 102.63 ± 4.26 | 132.67 ± 17.50 | 108.40 ± 0.00 | 110.64 ± 3.62 | 110.64 ± 3.62 | 116.89 ± 12.79 | 114.78 ± 17.81 | 114.29 ± 5.75 |
Thyroid | 68.47 ± 12.02 | 26.24 ± 23.77 | 48.57 ± 29.18 | 27.35 ± 21.99 | 101.08 ± 10.29 | 98.28 ± 9.98 | 98.28 ± 9.98 | 29.59 ± 19.61 | 29.79 ± 20.14 | 53.58 ± 35.33 |
Thyroid-train | 93.14 ± 1.53 | 70.78 ± 7.61 | 14.42 ± 13.66 | 105.06 ± 8.86 | 83.03 ± 6.05 | 77.92 ± 5.45 | 72.39 ± 6.23 | 61.02 ± 11.32 | 67.36 ± 7.95 | 70.09 ± 8.43 |
Tic-tac-toe | 96.73 ± 0.39 | 90.24 ± 1.41 | 47.77 ± 9.33 | 0.19 ± 0.01 | 19.64 ± 15.44 | 12.30 ± 13.80 | 5.20 ± 11.16 | 28.86 ± 7.00 | 26.86 ± 10.01 | 115.14 ± 4.59 |
Titanic | 88.41 ± 1.91 | 89.75 ± 4.30 | 84.88 ± 3.28 | 84.21 ± 2.86 | 99.13 ± 5.01 | 98.09 ± 4.62 | 98.09 ± 4.62 | 86.21 ± 3.78 | 86.83 ± 3.79 | 101.12 ± 4.52 |
Trains | 84.82 ± 15.40 | 73.34 ± 94.66 | 51.94 ± 84.05 | 76.67 ± 77.46 | 73.33 ± 94.67 | 55.00 ± 88.56 | 55.00 ± 88.56 | 50.95 ± 67.29 | 49.70 ± 68.53 | 183.33 ± 0.00 |
Transfusion | 97.89 ± 1.28 | 101.29 ± 5.76 | 93.54 ± 3.96 | 123.86 ± 10.03 | 116.61 ± 6.74 | 121.88 ± 6.71 | 124.21 ± 8.00 | 92.25 ± 2.87 | 92.58 ± 3.13 | 114.18 ± 4.07 |
Trial | 71.22 ± 2.99 | 61.56 ± 12.59 | 0.00 ± 0.00 | 3.58 ± 10.41 | 15.05 ± 13.28 | 11.72 ± 12.36 | 11.72 ± 12.36 | 12.98 ± 13.25 | 10.62 ± 13.25 | 0.00 ± 0.00 |
Turkiye-student-evaluation | 94.38 ± 0.27 | 65.14 ± 3.64 | 1.60 ± 3.37 | 59.50 ± 4.97 | 40.85 ± 2.39 | 37.12 ± 3.05 | 37.12 ± 3.05 | 0.40 ± 0.05 | 0.29 ± 0.04 | 1.60 ± 3.37 |
Unbalanced | 99.74 ± 0.37 | 235.69 ± 70.87 | 99.98 ± 0.04 | 124.01 ± 60.40 | 100.62 ± 0.20 | 108.95 ± 17.51 | 115.38 ± 19.81 | 111.48 ± 11.91 | 113.44 ± 19.54 | 100.62 ± 0.20 |
Urbanlandcover | 82.34 ± 3.57 | 66.22 ± 17.19 | 65.92 ± 14.08 | 68.91 ± 17.55 | 136.97 ± 1.66 | 136.97 ± 1.66 | 136.97 ± 1.66 | 60.94 ± 18.91 | 61.47 ± 19.17 | 106.26 ± 15.89 |
Userknowledgemodeling | 84.76 ± 4.06 | 54.15 ± 11.90 | 36.41 ± 14.46 | 70.68 ± 20.81 | 78.40 ± 11.21 | 63.64 ± 9.44 | 62.85 ± 8.75 | 39.38 ± 12.61 | 36.40 ± 17.04 | 61.92 ± 18.43 |
Vehicle | 81.91 ± 1.54 | 106.66 ± 3.74 | 77.14 ± 7.64 | 89.18 ± 7.10 | 136.15 ± 2.49 | 135.32 ± 3.04 | 135.32 ± 3.04 | 60.31 ± 5.77 | 62.30 ± 8.02 | 113.14 ± 6.02 |
Vertebral-column-2classes | 85.52 ± 8.10 | 90.62 ± 18.71 | 78.76 ± 15.04 | 89.82 ± 12.51 | 79.79 ± 17.55 | 82.11 ± 19.52 | 81.50 ± 18.11 | 68.63 ± 12.67 | 68.66 ± 13.18 | 108.06 ± 17.67 |
Vertebral-column-3classes | 78.56 ± 3.93 | 62.09 ± 8.69 | 68.73 ± 9.58 | 81.65 ± 9.57 | 70.69 ± 13.71 | 68.08 ± 15.71 | 69.92 ± 13.91 | 57.42 ± 7.72 | 57.94 ± 7.70 | 88.43 ± 12.33 |
Veteran | 95.55 ± 1.99 | 102.19 ± 14.10 | 99.16 ± 13.68 | 136.01 ± 16.45 | 118.84 ± 0.89 | 118.84 ± 0.89 | 118.84 ± 0.89 | 119.03 ± 25.78 | 112.21 ± 25.61 | 111.85 ± 15.81 |
Vowel | 84.58 ± 1.12 | 72.78 ± 4.98 | 59.07 ± 7.83 | 9.27 ± 8.77 | 57.14 ± 5.18 | 43.98 ± 4.85 | 39.05 ± 5.81 | 36.65 ± 7.58 | 33.50 ± 6.25 | 122.24 ± 3.70 |
Wall-following | 55.39 ± 1.48 | 107.47 ± 1.49 | 9.26 ± 4.25 | 59.65 ± 3.10 | 57.51 ± 3.68 | 53.11 ± 4.42 | 50.98 ± 3.82 | 57.18 ± 3.46 | 56.64 ± 4.85 | 85.73 ± 2.46 |
Waveform-noise | 86.71 ± 1.01 | 71.40 ± 3.04 | 83.64 ± 2.55 | 88.91 ± 2.16 | 64.39 ± 3.61 | 66.17 ± 2.97 | 67.24 ± 3.23 | 66.72 ± 3.80 | 68.45 ± 3.21 | 117.79 ± 3.50 |
Waveform | 82.03 ± 0.70 | 69.94 ± 2.73 | 81.03 ± 2.77 | 83.15 ± 3.65 | 63.76 ± 3.21 | 65.52 ± 3.16 | 65.98 ± 3.25 | 64.30 ± 3.07 | 67.02 ± 2.96 | 119.31 ± 2.07 |
Wbc | 37.11 ± 6.99 | 29.48 ± 13.02 | 49.19 ± 5.07 | 38.62 ± 12.77 | 28.23 ± 16.15 | 28.23 ± 16.15 | 25.70 ± 18.48 | 39.65 ± 7.43 | 37.50 ± 9.78 | 62.02 ± 9.71 |
Wdbc | 58.62 ± 4.93 | 49.24 ± 21.86 | 48.65 ± 21.03 | 40.40 ± 10.17 | 126.24 ± 0.73 | 126.24 ± 0.73 | 126.24 ± 0.73 | 33.32 ± 11.34 | 35.81 ± 14.00 | 65.33 ± 10.09 |
Weathernominal | 104.96 ± 33.71 | 91.92 ± 35.51 | 89.15 ± 79.96 | 112.45 ± 59.89 | 69.39 ± 73.26 | 94.39 ± 88.11 | 65.79 ± 91.09 | 65.58 ± 89.13 | 65.63 ± 89.79 | 125.02 ± 96.40 |
Weathernumeric | 120.03 ± 26.66 | 99.85 ± 31.34 | 56.97 ± 76.30 | 59.08 ± 76.89 | 69.39 ± 73.26 | 105.66 ± 96.79 | 105.66 ± 96.79 | 60.65 ± 85.06 | 61.50 ± 85.55 | 125.02 ± 96.40 |
Website-phishingdata | 79.99 ± 1.06 | 64.11 ± 4.29 | 50.91 ± 5.65 | 57.76 ± 5.77 | 71.44 ± 3.16 | 70.14 ± 3.00 | 66.14 ± 5.56 | 58.22 ± 5.13 | 57.40 ± 6.15 | 80.60 ± 3.65 |
Wholesalecustomersdata | 63.07 ± 4.98 | 63.19 ± 10.85 | 61.88 ± 9.32 | 72.69 ± 15.03 | 121.49 ± 0.83 | 121.49 ± 0.83 | 121.49 ± 0.83 | 54.15 ± 9.90 | 54.77 ± 10.03 | 64.87 ± 13.39 |
Wifi-localization | 59.41 ± 1.29 | 19.68 ± 4.03 | 26.37 ± 2.75 | 20.62 ± 5.50 | 74.62 ± 4.57 | 72.06 ± 4.85 | 72.06 ± 4.85 | 21.39 ± 2.98 | 21.94 ± 3.18 | 74.44 ± 8.05 |
Wilt | 98.84 ± 1.18 | 121.71 ± 6.00 | 55.88 ± 7.46 | 100.06 ± 5.77 | 101.22 ± 1.27 | 101.22 ± 1.27 | 101.22 ± 1.27 | 54.61 ± 11.19 | 51.12 ± 9.33 | 104.16 ± 1.59 |
Wine-quality-red | 89.86 ± 1.73 | 97.64 ± 3.22 | 101.93 ± 3.86 | 104.40 ± 4.03 | 107.55 ± 3.49 | 107.00 ± 3.74 | 106.82 ± 3.78 | 92.25 ± 3.08 | 92.41 ± 3.62 | 118.72 ± 3.95 |
Wine-quality-white | 92.27 ± 0.45 | 103.72 ± 1.36 | 102.88 ± 3.21 | 101.09 ± 3.72 | 112.80 ± 3.01 | 111.66 ± 3.27 | 111.33 ± 3.51 | 93.01 ± 1.49 | 93.72 ± 1.18 | 126.72 ± 2.49 |
Wine | 58.31 ± 4.34 | 19.42 ± 21.36 | 37.09 ± 22.77 | 32.53 ± 22.18 | 8.20 ± 17.29 | 12.45 ± 20.05 | 12.45 ± 20.05 | 19.20 ± 17.00 | 19.17 ± 17.76 | 82.06 ± 17.14 |
Yamilnaduelectricty | 97.44 ± 0.59 | 100.01 ± 0.01 | 115.13 ± 0.78 | 128.98 ± 1.07 | 140.56 ± 0.41 | 140.44 ± 0.42 | 140.53 ± 0.46 | 100.05 ± 0.02 | 100.08 ± 0.02 | 139.95 ± 0.85 |
Yeast | 93.16 ± 0.64 | 85.84 ± 2.25 | 96.02 ± 4.56 | 110.39 ± 2.76 | 101.06 ± 5.16 | 100.97 ± 5.39 | 100.78 ± 5.69 | 85.35 ± 2.58 | 86.19 ± 2.76 | 124.22 ± 3.50 |
Youtobe-kabita-preprocessing | 94.81 ± 0.39 | 106.30 ± 0.92 | 101.09 ± 1.73 | 114.12 ± 1.29 | 120.91 ± 2.29 | 121.97 ± 2.09 | 122.63 ± 2.01 | 94.26 ± 0.77 | 94.43 ± 0.79 | 125.61 ± 1.86 |
Youtobe-nisha-preprocessing | 94.07 ± 0.26 | 102.51 ± 1.20 | 99.08 ± 1.55 | 112.16 ± 1.84 | 117.86 ± 2.11 | 119.07 ± 2.06 | 119.47 ± 2.18 | 93.15 ± 0.91 | 93.46 ± 0.93 | 126.67 ± 1.21 |
Z-alizadehsani | 96.14 ± 1.07 | 85.75 ± 15.52 | 95.62 ± 20.20 | 101.44 ± 15.72 | 118.38 ± 1.28 | 118.38 ± 1.28 | 118.38 ± 1.28 | 82.76 ± 19.42 | 85.13 ± 15.70 | 119.29 ± 10.99 |
Zoo | 69.25 ± 4.04 | 17.28 ± 26.77 | 29.70 ± 31.08 | 18.10 ± 20.91 | 24.24 ± 31.96 | 24.24 ± 31.96 | 24.24 ± 31.96 | 21.01 ± 21.73 | 20.30 ± 22.40 | 82.11 ± 16.46 |
Average rrse (rank) | 83.25 (5) | 85.51 (6) | 70.59 (2) | 80.47 (4) | 90.03 (9) | 88.26 (8) | 87.19 (7) | 69.93 (1) | 70.66 (3) | 98.86 (10) |
Average rrse std (rank) | 3.40 (1) | 12.11 (5) | 12.26 (6) | 13.81 (9) | 9.34 (2) | 10.67 (3) | 11.056 (4) | 13.39 (8) | 13.99 (10) | 12.36 (7) |
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