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Dataset | RN | NB | J48 | KNN | SVM1 | SVM2 | SVM3 | ANN1 | ANN2 | OneR |
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Abalone | 75.92 ± 1.42 | 64.51 ± 3.17 | 64.97 ± 1.91 | 63.17 ± 3.75 | 50.10 ± 3.70 | 49.56 ± 3.54 | 49.63 ± 3.38 | 65.50 ± 2.15 | 64.96 ± 2.45 | 58.61 ± 2.68 |
Absenteeism-at-work | 62.76 ± 1.26 | 33.47 ± 5.17 | 0.73 ± 1.25 | 33.50 ± 5.85 | 31.11 ± 6.09 | 31.11 ± 6.09 | 31.11 ± 6.09 | 7.25 ± 2.91 | 7.28 ± 3.18 | 9.63 ± 3.49 |
Acute-inflammation | 46.10 ± 4.81 | 19.62 ± 5.03 | 0.00 ± 0.00 | 1.64 ± 0.10 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 1.10 ± 0.10 | 0.79 ± 0.08 | 41.67 ± 16.20 |
Acute-nephritis | 43.11 ± 2.40 | 10.82 ± 11.20 | 0.00 ± 0.00 | 1.66 ± 0.10 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 1.12 ± 0.14 | 0.90 ± 0.18 | 17.13 ± 16.15 |
Adult | 94.23 ± 1.18 | 55.36 ± 6.78 | 60.24 ± 7.54 | 59.42 ± 9.83 | 45.84 ± 11.29 | 45.50 ± 11.36 | 45.67 ± 11.76 | 58.87 ± 7.66 | 58.37 ± 7.45 | 53.92 ± 3.56 |
Aggregation | 17.56 ± 6.47 | 1.06 ± 0.54 | 0.48 ± 0.78 | 1.23 ± 0.52 | 0.16 ± 0.52 | 0.33 ± 0.69 | 0.33 ± 0.69 | 7.37 ± 2.22 | 6.05 ± 2.49 | 51.54 ± 3.72 |
Algerianforest | 61.49 ± 4.72 | 12.11 ± 10.35 | 9.21 ± 8.93 | 24.91 ± 13.53 | 83.64 ± 3.36 | 77.76 ± 8.52 | 77.76 ± 8.52 | 8.33 ± 6.21 | 7.25 ± 7.42 | 5.78 ± 9.62 |
Annealing | 91.67 ± 0.60 | 76.69 ± 9.34 | 10.96 ± 5.44 | 27.17 ± 5.51 | 27.39 ± 7.85 | 21.16 ± 6.34 | 19.61 ± 5.29 | 25.69 ± 8.98 | 24.05 ± 6.96 | 40.47 ± 0.10 |
Arrhythmia | 96.40 ± 0.43 | 56.91 ± 10.57 | 56.76 ± 10.48 | 70.08 ± 4.75 | 56.02 ± 3.65 | 50.52 ± 5.06 | 51.82 ± 6.11 | 50.80 ± 7.65 | 66.27 ± 20.92 | 59.26 ± 3.73 |
Au1-1000 | 99.01 ± 0.36 | 92.85 ± 2.65 | 77.84 ± 7.92 | 84.06 ± 11.34 | 67.43 ± 0.59 | 67.43 ± 0.59 | 66.65 ± 2.15 | 81.90 ± 9.76 | 75.90 ± 9.28 | 67.43 ± 0.59 |
Au4-2500 | 95.13 ± 0.73 | 83.45 ± 2.61 | 52.13 ± 9.35 | 64.38 ± 7.72 | 67.92 ± 4.82 | 67.92 ± 4.82 | 67.92 ± 4.82 | 62.96 ± 6.80 | 62.81 ± 7.92 | 81.84 ± 7.39 |
Au6-1000 | 99.65 ± 0.37 | 99.20 ± 0.74 | 94.38 ± 4.26 | 100.82 ± 4.36 | 88.47 ± 0.01 | 88.47 ± 0.01 | 88.47 ± 0.01 | 99.67 ± 3.16 | 100.64 ± 4.46 | 88.13 ± 2.58 |
Au6-250-drift-au6-cd1-500 | 99.81 ± 0.54 | 98.95 ± 1.65 | 95.38 ± 4.14 | 97.98 ± 4.88 | 91.22 ± 0.76 | 91.22 ± 0.76 | 91.22 ± 0.76 | 99.52 ± 2.11 | 98.83 ± 3.99 | 88.26 ± 4.02 |
Au6-cd1-400 | 99.51 ± 0.58 | 95.72 ± 3.69 | 77.36 ± 8.00 | 99.20 ± 9.43 | 87.01 ± 0.82 | 87.01 ± 0.82 | 87.01 ± 0.82 | 97.11 ± 6.08 | 97.61 ± 5.16 | 82.20 ± 7.92 |
Au7-300-drift-au7-cpd1-800 | 98.16 ± 0.61 | 92.66 ± 1.38 | 81.78 ± 4.66 | 86.32 ± 5.39 | 90.85 ± 2.08 | 91.77 ± 2.45 | 91.77 ± 2.45 | 88.86 ± 2.66 | 87.74 ± 3.17 | 95.23 ± 3.94 |
Au7-700 | 97.73 ± 1.32 | 91.56 ± 2.35 | 75.84 ± 5.04 | 96.84 ± 8.31 | 94.08 ± 4.32 | 95.37 ± 3.52 | 95.37 ± 3.52 | 90.41 ± 3.23 | 88.33 ± 3.98 | 82.94 ± 5.72 |
Au7-cpd1-500 | 98.68 ± 0.92 | 94.29 ± 2.51 | 70.29 ± 5.31 | 83.29 ± 7.52 | 82.49 ± 1.33 | 81.96 ± 2.13 | 81.96 ± 2.13 | 84.23 ± 5.60 | 82.95 ± 6.86 | 79.82 ± 6.44 |
Audiology-std | 96.20 ± 0.35 | 31.94 ± 11.68 | 29.80 ± 8.89 | 38.14 ± 12.51 | 42.68 ± 9.22 | 37.28 ± 11.79 | 33.87 ± 9.68 | 25.65 ± 7.03 | 26.42 ± 5.98 | 60.90 ± 2.39 |
Audit-risk | 58.08 ± 2.67 | 11.29 ± 4.10 | 0.27 ± 0.85 | 4.85 ± 2.54 | 3.24 ± 2.78 | 2.69 ± 2.83 | 2.42 ± 2.95 | 8.64 ± 4.01 | 8.72 ± 3.90 | 0.00 ± 0.00 |
Autism-adolescent-data | 77.89 ± 5.47 | 9.38 ± 6.01 | 0.00 ± 0.00 | 21.64 ± 13.14 | 8.02 ± 10.37 | 9.94 ± 10.50 | 8.02 ± 10.37 | 21.09 ± 18.16 | 20.85 ± 18.51 | 0.00 ± 0.00 |
Autism-adult-data | 74.39 ± 2.64 | 8.31 ± 4.77 | 0.00 ± 0.00 | 13.34 ± 9.74 | 1.81 ± 2.55 | 1.09 ± 2.45 | 1.45 ± 2.53 | 0.56 ± 0.31 | 0.44 ± 0.25 | 0.00 ± 0.00 |
Autism-child-data | 79.33 ± 2.43 | 8.93 ± 3.35 | 0.00 ± 0.00 | 23.54 ± 7.65 | 0.69 ± 2.18 | 0.00 ± 0.00 | 0.00 ± 0.00 | 1.82 ± 1.73 | 1.95 ± 1.88 | 0.00 ± 0.00 |
Autos | 75.47 ± 3.50 | 56.55 ± 14.32 | 26.24 ± 8.52 | 33.42 ± 12.55 | 84.46 ± 5.52 | 83.20 ± 6.66 | 83.20 ± 6.66 | 31.92 ± 7.36 | 31.38 ± 6.33 | 48.67 ± 12.86 |
Avila | 51.66 ± 0.55 | 97.65 ± 2.37 | 8.75 ± 1.60 | 31.65 ± 3.48 | 41.49 ± 2.74 | 38.68 ± 2.40 | 36.83 ± 2.97 | 62.83 ± 2.84 | 62.56 ± 3.53 | 36.74 ± 3.26 |
Balance-scale | 73.87 ± 2.73 | 56.05 ± 2.27 | 49.81 ± 6.48 | 33.52 ± 7.43 | 16.85 ± 2.67 | 12.64 ± 1.52 | 11.24 ± 2.34 | 21.20 ± 2.88 | 21.89 ± 3.60 | 76.65 ± 7.70 |
Balloons | 81.25 ± 23.98 | 100.00 ± 0.00 | 91.06 ± 31.00 | 68.48 ± 22.88 | 57.00 ± 63.60 | 37.00 ± 62.55 | 37.00 ± 62.55 | 56.90 ± 46.90 | 54.78 ± 48.74 | 112.50 ± 77.28 |
Bank | 95.82 ± 0.54 | 87.54 ± 4.70 | 70.70 ± 4.16 | 68.26 ± 6.54 | 51.27 ± 3.03 | 50.51 ± 2.78 | 49.86 ± 5.20 | 63.84 ± 5.63 | 65.32 ± 9.20 | 56.04 ± 3.01 |
Blood | 96.32 ± 1.56 | 79.63 ± 5.50 | 83.64 ± 3.41 | 88.71 ± 11.09 | 59.27 ± 5.65 | 57.81 ± 4.24 | 59.28 ± 3.90 | 81.45 ± 4.21 | 81.29 ± 5.46 | 65.18 ± 4.59 |
Breast-cancer-wisc-diag | 52.63 ± 4.65 | 14.91 ± 8.87 | 15.46 ± 8.53 | 9.03 ± 3.99 | 5.25 ± 4.74 | 4.51 ± 4.26 | 3.76 ± 2.50 | 8.15 ± 3.78 | 8.12 ± 4.00 | 23.28 ± 8.76 |
Breast-cancer-wisc-prog | 97.66 ± 1.44 | 93.25 ± 26.65 | 79.33 ± 16.09 | 75.56 ± 24.57 | 56.86 ± 16.40 | 60.03 ± 25.23 | 61.33 ± 27.19 | 75.38 ± 25.65 | 73.70 ± 30.26 | 82.38 ± 22.18 |
Breast-cancer-wisc | 30.02 ± 4.69 | 9.08 ± 3.74 | 16.30 ± 7.31 | 10.02 ± 6.58 | 6.33 ± 4.22 | 6.65 ± 4.34 | 7.28 ± 4.22 | 12.22 ± 7.57 | 10.45 ± 4.70 | 16.14 ± 10.05 |
Breast-cancer | 93.44 ± 2.87 | 75.65 ± 9.99 | 87.28 ± 6.25 | 72.06 ± 18.00 | 62.49 ± 12.22 | 64.17 ± 12.75 | 66.71 ± 12.25 | 77.44 ± 13.67 | 78.80 ± 8.96 | 70.83 ± 11.74 |
Breast-tissue | 67.58 ± 7.19 | 40.04 ± 13.68 | 41.08 ± 16.69 | 38.07 ± 15.80 | 50.18 ± 17.49 | 38.79 ± 19.93 | 36.37 ± 20.11 | 51.89 ± 8.28 | 51.91 ± 11.17 | 54.78 ± 11.74 |
Bupa | 92.74 ± 3.01 | 94.88 ± 6.47 | 81.13 ± 16.90 | 78.64 ± 10.05 | 84.41 ± 4.54 | 83.81 ± 4.89 | 83.81 ± 4.89 | 76.65 ± 7.63 | 73.89 ± 7.61 | 93.87 ± 16.05 |
Caesarian | 88.07 ± 11.68 | 84.08 ± 21.17 | 93.33 ± 11.98 | 96.10 ± 29.64 | 91.75 ± 12.23 | 76.84 ± 25.03 | 84.51 ± 35.13 | 91.04 ± 37.86 | 91.03 ± 36.15 | 105.03 ± 38.01 |
Car | 94.52 ± 0.77 | 54.16 ± 2.40 | 6.32 ± 1.72 | 8.13 ± 2.30 | 5.69 ± 2.47 | 4.17 ± 2.52 | 3.66 ± 2.10 | 18.40 ± 2.78 | 17.59 ± 3.27 | 65.45 ± 0.26 |
Cardiotocography-10classes | 81.53 ± 0.59 | 36.58 ± 2.75 | 23.93 ± 2.57 | 25.86 ± 3.51 | 22.35 ± 2.49 | 20.95 ± 3.05 | 20.11 ± 2.46 | 24.50 ± 3.11 | 25.72 ± 2.69 | 62.40 ± 2.72 |
Cardiotocography-3classes | 87.86 ± 1.25 | 50.02 ± 8.43 | 23.36 ± 6.87 | 21.95 ± 4.73 | 24.26 ± 5.22 | 21.57 ± 5.64 | 21.19 ± 4.73 | 23.56 ± 2.74 | 22.59 ± 5.56 | 50.44 ± 8.62 |
Cervical-cancer | 82.50 ± 7.36 | 23.68 ± 18.11 | 38.98 ± 28.40 | 30.08 ± 26.38 | 69.87 ± 5.37 | 62.97 ± 15.91 | 62.97 ± 15.91 | 18.32 ± 18.30 | 18.11 ± 18.48 | 52.95 ± 20.63 |
Chemicalcomposionofceramic | 48.22 ± 4.83 | 0.00 ± 0.00 | 2.50 ± 7.91 | 2.46 ± 0.01 | 108.77 ± 4.62 | 108.77 ± 4.62 | 108.77 ± 4.62 | 1.03 ± 0.45 | 0.76 ± 0.36 | 0.00 ± 0.00 |
Chess-krvk | 96.17 ± 0.23 | 90.50 ± 0.64 | 59.18 ± 2.87 | 56.30 ± 3.59 | 60.36 ± 2.90 | 57.89 ± 2.50 | 56.18 ± 3.27 | 74.77 ± 1.16 | 75.03 ± 1.79 | 83.17 ± 2.35 |
Chess-krvkp | 94.95 ± 0.25 | 42.83 ± 3.05 | 2.14 ± 0.93 | 20.43 ± 2.78 | 2.63 ± 1.81 | 1.63 ± 1.26 | 1.63 ± 1.07 | 1.99 ± 1.11 | 1.82 ± 1.11 | 67.22 ± 2.90 |
Congressional-voting | 98.94 ± 0.62 | 93.83 ± 8.29 | 96.58 ± 5.20 | 94.06 ± 9.83 | 80.94 ± 8.39 | 81.91 ± 11.00 | 82.87 ± 12.24 | 91.50 ± 5.95 | 91.17 ± 6.95 | 78.06 ± 5.53 |
Conn-bench-sonar-mines-rocks | 90.85 ± 2.57 | 62.64 ± 17.90 | 57.49 ± 14.47 | 27.74 ± 13.91 | 31.80 ± 14.15 | 26.05 ± 15.63 | 23.14 ± 15.75 | 39.52 ± 18.34 | 36.71 ± 17.20 | 73.43 ± 21.12 |
Conn-bench-vowel-deterding | 69.18 ± 0.74 | 47.05 ± 4.24 | 24.61 ± 6.91 | 3.07 ± 1.42 | 6.46 ± 2.08 | 2.71 ± 1.97 | 1.66 ± 1.64 | 22.53 ± 3.06 | 23.12 ± 3.66 | 71.04 ± 5.43 |
Connect-4 | 99.54 ± 0.11 | 100.96 ± 2.40 | 64.33 ± 4.35 | 75.45 ± 7.14 | 67.46 ± 0.66 | 63.17 ± 2.51 | 60.13 ± 4.59 | 70.08 ± 5.04 | 67.21 ± 4.00 | 67.23 ± 0.35 |
Connectionist | 90.55 ± 2.58 | 64.31 ± 21.22 | 53.66 ± 14.58 | 26.82 ± 11.63 | 77.57 ± 17.04 | 60.81 ± 23.09 | 54.92 ± 24.46 | 34.74 ± 15.76 | 33.84 ± 15.80 | 74.66 ± 13.93 |
Contrac | 96.44 ± 0.59 | 85.85 ± 3.75 | 79.77 ± 4.22 | 88.33 ± 5.68 | 70.39 ± 3.42 | 70.59 ± 5.45 | 71.54 ± 5.97 | 80.87 ± 3.06 | 80.04 ± 2.48 | 80.47 ± 3.12 |
Covid-19 | 82.03 ± 14.93 | 74.56 ± 43.25 | 59.63 ± 65.09 | 79.44 ± 49.06 | 62.70 ± 59.12 | 73.88 ± 73.34 | 59.34 ± 71.97 | 58.59 ± 61.89 | 56.92 ± 63.13 | 30.51 ± 52.42 |
Credit-approval | 83.51 ± 2.47 | 45.92 ± 6.36 | 38.63 ± 6.36 | 36.30 ± 11.38 | 29.63 ± 11.00 | 30.21 ± 9.77 | 31.10 ± 9.29 | 31.95 ± 5.23 | 34.02 ± 7.16 | 29.34 ± 9.07 |
Crowdsource | 73.96 ± 0.93 | 39.44 ± 4.39 | 26.14 ± 3.03 | 10.15 ± 1.97 | 50.77 ± 2.17 | 50.77 ± 2.17 | 50.77 ± 2.17 | 17.46 ± 3.77 | 17.68 ± 4.13 | 44.23 ± 4.55 |
Crx | 82.23 ± 2.36 | 45.10 ± 5.62 | 38.94 ± 6.45 | 38.35 ± 9.75 | 89.49 ± 7.22 | 88.02 ± 8.61 | 85.38 ± 10.37 | 36.33 ± 8.22 | 33.45 ± 4.95 | 29.34 ± 9.07 |
Cryother | 63.26 ± 9.90 | 36.78 ± 21.94 | 21.18 ± 14.92 | 22.05 ± 16.12 | 35.58 ± 25.91 | 33.34 ± 26.00 | 33.34 ± 26.00 | 27.40 ± 16.86 | 33.55 ± 18.89 | 37.93 ± 21.23 |
Cylinder-bands | 93.48 ± 1.64 | 68.93 ± 11.88 | 60.97 ± 12.45 | 64.94 ± 15.13 | 50.87 ± 8.08 | 43.91 ± 9.21 | 39.39 ± 6.58 | 57.23 ± 10.13 | 55.07 ± 9.63 | 70.12 ± 9.03 |
Dbworld-bodies | 97.83 ± 0.70 | 49.39 ± 31.18 | 42.52 ± 32.62 | 82.56 ± 20.22 | 91.52 ± 10.51 | 91.52 ± 10.51 | 72.85 ± 25.44 | / | / | 27.35 ± 26.75 |
Dbworld-bodies-stemmed | 97.66 ± 0.79 | 47.11 ± 26.12 | 30.81 ± 26.46 | 73.31 ± 28.56 | 91.52 ± 10.51 | 82.41 ± 18.05 | 52.77 ± 26.76 | / | / | 51.81 ± 41.11 |
Dbworld-subjects | 98.00 ± 0.72 | 34.71 ± 20.89 | 61.24 ± 20.24 | 50.30 ± 24.75 | 91.52 ± 10.51 | 91.52 ± 10.51 | 91.52 ± 10.51 | 26.89 ± 24.71 | 26.72 ± 27.31 | 75.22 ± 24.75 |
Dbworld-subjects-stemmed | 98.01 ± 0.91 | 34.39 ± 22.86 | 54.43 ± 27.54 | 38.63 ± 18.38 | 91.52 ± 10.51 | 91.52 ± 10.51 | 91.52 ± 10.51 | 28.03 ± 23.32 | 28.47 ± 23.09 | 78.63 ± 20.43 |
Dermatology | 72.96 ± 0.82 | 3.58 ± 3.29 | 6.40 ± 3.79 | 7.57 ± 5.23 | 3.06 ± 2.96 | 2.71 ± 3.10 | 2.71 ± 3.49 | 4.35 ± 1.62 | 4.10 ± 1.71 | 62.88 ± 2.99 |
Diabetes | 86.31 ± 3.39 | 62.50 ± 7.63 | 69.45 ± 9.95 | 65.77 ± 10.36 | 76.77 ± 0.63 | 76.77 ± 0.63 | 76.77 ± 0.63 | 64.99 ± 5.29 | 63.83 ± 4.80 | 62.74 ± 11.34 |
Diabetic | 92.32 ± 1.49 | 86.85 ± 4.44 | 76.21 ± 7.00 | 77.67 ± 9.51 | 83.89 ± 9.59 | 81.45 ± 12.08 | 81.27 ± 11.48 | 66.22 ± 6.30 | 65.45 ± 5.31 | 93.84 ± 11.41 |
Divorce | 19.50 ± 5.15 | 4.71 ± 6.08 | 11.74 ± 11.75 | 5.11 ± 5.53 | 4.71 ± 6.08 | 4.71 ± 6.08 | 4.71 ± 6.08 | 4.07 ± 5.11 | 4.05 ± 5.17 | 9.41 ± 10.80 |
Dota2train | 99.84 ± 0.08 | 94.52 ± 3.62 | 94.55 ± 8.29 | 89.94 ± 6.06 | 94.88 ± 0.69 | 92.95 ± 7.23 | 95.10 ± 6.60 | 99.93 ± 6.20 | 96.66 ± 4.21 | 89.49 ± 7.29 |
Dow-jones-index | 89.78 ± 3.12 | 99.48 ± 6.00 | 57.59 ± 7.94 | 90.96 ± 12.70 | 96.02 ± 0.43 | 96.02 ± 0.43 | 96.02 ± 0.43 | 91.60 ± 6.27 | 89.30 ± 5.10 | 87.20 ± 6.17 |
Dry-bean-dataset | 26.66 ± 0.80 | 12.10 ± 1.59 | 9.98 ± 1.33 | 6.74 ± 1.36 | 46.84 ± 3.31 | 46.84 ± 3.31 | 46.84 ± 3.31 | 11.68 ± 1.87 | 11.20 ± 1.54 | 38.29 ± 2.33 |
Early-stage-diabetes-data-upload | 78.44 ± 2.75 | 31.47 ± 7.34 | 11.59 ± 5.57 | 4.37 ± 4.61 | 12.18 ± 8.77 | 10.97 ± 8.57 | 9.75 ± 7.94 | 8.41 ± 4.89 | 9.15 ± 6.25 | 37.37 ± 9.14 |
Echocardiogram | 89.70 ± 4.98 | 50.08 ± 25.33 | 54.44 ± 22.21 | 59.82 ± 30.06 | 41.36 ± 18.41 | 43.30 ± 25.02 | 43.30 ± 25.02 | 54.38 ± 28.56 | 51.03 ± 28.13 | 32.62 ± 14.70 |
Ecoli | 75.32 ± 1.74 | 23.54 ± 5.79 | 27.01 ± 9.08 | 29.22 ± 8.50 | 18.34 ± 6.25 | 18.34 ± 5.94 | 17.52 ± 4.81 | 26.48 ± 3.88 | 26.48 ± 4.78 | 45.16 ± 9.41 |
Eegeyesate | 91.56 ± 0.57 | 107.84 ± 4.22 | 34.17 ± 1.96 | 33.05 ± 4.11 | 90.71 ± 0.06 | 90.63 ± 0.13 | 90.63 ± 0.13 | 98.31 ± 1.76 | 97.85 ± 2.01 | 75.59 ± 2.38 |
Electrical | 68.31 ± 5.99 | 13.75 ± 5.86 | 0.00 ± 0.00 | 19.92 ± 16.10 | 38.93 ± 16.77 | 38.96 ± 14.64 | 36.80 ± 13.94 | 4.36 ± 3.42 | 3.90 ± 3.09 | 0.73 ± 2.31 |
Energy-y1 | 59.86 ± 1.20 | 30.85 ± 3.38 | 5.99 ± 2.46 | 39.08 ± 6.40 | 18.15 ± 2.23 | 16.28 ± 2.57 | 16.28 ± 4.49 | 20.68 ± 1.21 | 21.30 ± 2.18 | 24.83 ± 3.02 |
Energy-y2 | 55.82 ± 1.10 | 26.84 ± 3.05 | 20.89 ± 3.06 | 38.15 ± 5.31 | 16.43 ± 3.27 | 14.77 ± 2.47 | 13.94 ± 2.39 | 19.92 ± 2.78 | 18.35 ± 3.67 | 18.52 ± 4.92 |
Extentionofz-alizadehsani | 93.03 ± 1.21 | 19.68 ± 9.03 | 1.59 ± 2.20 | 23.91 ± 12.40 | 69.98 ± 2.67 | 69.98 ± 2.67 | 69.98 ± 2.67 | 5.18 ± 5.21 | 4.99 ± 5.25 | 32.95 ± 11.46 |
Fertility | 96.97 ± 4.64 | 92.36 ± 13.73 | 103.29 ± 16.87 | 80.50 ± 51.66 | 53.87 ± 10.40 | 48.98 ± 20.03 | 48.98 ± 30.55 | 57.42 ± 28.54 | 60.18 ± 42.97 | 53.87 ± 10.40 |
First-order | 97.19 ± 1.01 | 393.57 ± 21.98 | 0.00 ± 0.00 | 3.81 ± 2.79 | 55.11 ± 1.16 | 26.10 ± 8.60 | 11.74 ± 6.33 | 1.72 ± 1.86 | 1.44 ± 1.83 | 53.29 ± 10.21 |
Flags | 92.10 ± 1.78 | 66.51 ± 7.33 | 55.39 ± 10.35 | 70.24 ± 10.52 | 59.01 ± 11.69 | 56.97 ± 12.75 | 58.21 ± 16.34 | 69.74 ± 13.52 | 65.32 ± 12.69 | 53.20 ± 8.94 |
Foresttypes | 61.01 ± 2.62 | 6.73 ± 5.55 | 8.70 ± 7.50 | 8.20 ± 4.86 | 93.73 ± 3.22 | 91.00 ± 4.76 | 91.00 ± 4.76 | 6.85 ± 4.62 | 6.50 ± 4.84 | 23.86 ± 11.45 |
Garments-worker-productivity | 94.96 ± 0.57 | 97.33 ± 2.17 | 73.76 ± 5.31 | 97.73 ± 4.55 | 85.27 ± 3.86 | 84.50 ± 3.89 | 83.51 ± 3.30 | 86.04 ± 3.49 | 87.19 ± 3.55 | 89.36 ± 4.91 |
Gender-name-dataset | 99.13 ± 0.82 | 86.75 ± 9.13 | 100.02 ± 0.10 | 86.20 ± 3.04 | 74.81 ± 2.89 | 74.62 ± 4.21 | 74.49 ± 3.78 | 100.20 ± 2.29 | 99.95 ± 2.89 | 82.34 ± 2.17 |
Gesture-a1-raw | 43.80 ± 1.19 | 41.31 ± 3.68 | 13.74 ± 2.79 | 5.76 ± 1.65 | 88.48 ± 0.37 | 88.48 ± 0.37 | 88.48 ± 0.37 | 16.33 ± 2.58 | 15.27 ± 1.27 | 4.81 ± 1.98 |
Gesture-a1-va3 | 76.61 ± 2.00 | 60.43 ± 4.81 | 52.58 ± 6.74 | 38.36 ± 4.03 | 88.64 ± 0.21 | 88.64 ± 0.21 | 88.64 ± 0.21 | 51.35 ± 3.53 | 50.57 ± 3.20 | 56.61 ± 2.98 |
Gesture-a2-raw | 44.81 ± 0.99 | 45.32 ± 3.76 | 16.78 ± 3.88 | 8.14 ± 4.32 | 87.07 ± 0.36 | 87.07 ± 0.36 | 87.07 ± 0.36 | 18.17 ± 2.42 | 16.61 ± 2.97 | 7.56 ± 3.75 |
Gesture-a2-va3 | 81.75 ± 2.12 | 82.33 ± 10.29 | 63.73 ± 3.73 | 46.37 ± 5.87 | 87.27 ± 0.34 | 87.27 ± 0.34 | 87.27 ± 0.34 | 64.21 ± 4.71 | 63.64 ± 5.66 | 65.65 ± 5.84 |
Gesture-a3-raw | 34.69 ± 1.28 | 53.80 ± 3.19 | 10.48 ± 1.45 | 5.31 ± 1.33 | 86.11 ± 0.26 | 86.11 ± 0.26 | 86.11 ± 0.26 | 17.87 ± 1.71 | 18.09 ± 2.40 | 6.32 ± 1.56 |
Gesture-a3-va3 | 81.14 ± 0.83 | 67.45 ± 3.72 | 34.68 ± 4.42 | 13.90 ± 2.38 | 86.25 ± 0.28 | 86.25 ± 0.28 | 86.25 ± 0.28 | 57.22 ± 3.36 | 55.36 ± 3.35 | 66.08 ± 3.20 |
Gesture-b1-raw | 41.41 ± 2.23 | 72.03 ± 4.67 | 11.04 ± 3.44 | 7.69 ± 3.91 | 83.92 ± 0.90 | 83.66 ± 1.05 | 83.66 ± 1.05 | 21.63 ± 3.76 | 17.96 ± 2.56 | 11.74 ± 3.07 |
Gesture-b1-va3 | 83.39 ± 2.35 | 90.45 ± 8.66 | 43.56 ± 5.25 | 13.47 ± 3.67 | 84.39 ± 0.47 | 84.39 ± 0.47 | 84.39 ± 0.47 | 60.78 ± 3.92 | 56.72 ± 5.54 | 78.87 ± 5.95 |
Gesture-b3-raw | 48.32 ± 2.62 | 60.30 ± 3.59 | 12.84 ± 4.51 | 6.27 ± 1.15 | 87.61 ± 0.43 | 87.61 ± 0.43 | 87.61 ± 0.43 | 18.99 ± 4.84 | 18.83 ± 4.55 | 6.07 ± 3.08 |
Gesture-b3-va3 | 90.20 ± 1.63 | 75.18 ± 4.51 | 57.61 ± 4.64 | 29.08 ± 3.82 | 87.73 ± 0.25 | 87.73 ± 0.25 | 87.73 ± 0.25 | 60.88 ± 4.90 | 62.11 ± 4.47 | 78.51 ± 7.19 |
Gesture-c1-raw | 47.07 ± 2.15 | 47.52 ± 3.53 | 14.73 ± 2.89 | 7.66 ± 2.13 | 94.19 ± 0.53 | 94.19 ± 0.53 | 94.19 ± 0.53 | 19.08 ± 3.35 | 19.07 ± 4.29 | 7.88 ± 3.30 |
Gesture-c1-va3 | 83.85 ± 2.07 | 62.77 ± 3.70 | 54.69 ± 4.34 | 37.89 ± 4.35 | 94.50 ± 0.42 | 94.50 ± 0.42 | 94.50 ± 0.42 | 50.38 ± 4.02 | 51.14 ± 3.08 | 74.23 ± 5.90 |
Gesture-c3-raw | 44.71 ± 1.72 | 51.60 ± 5.30 | 16.74 ± 4.75 | 9.32 ± 2.97 | 93.71 ± 0.28 | 93.71 ± 0.28 | 93.71 ± 0.28 | 21.17 ± 2.88 | 23.33 ± 2.29 | 7.27 ± 1.72 |
Gesture-c3-va3 | 86.27 ± 1.65 | 69.93 ± 2.91 | 59.86 ± 5.09 | 48.48 ± 6.04 | 93.77 ± 0.25 | 93.77 ± 0.25 | 93.77 ± 0.25 | 62.21 ± 4.70 | 62.77 ± 5.26 | 73.69 ± 3.58 |
Glass | 74.97 ± 3.67 | 71.06 ± 9.08 | 48.23 ± 10.02 | 42.06 ± 11.80 | 36.66 ± 8.94 | 37.99 ± 11.64 | 39.26 ± 11.50 | 53.34 ± 9.99 | 50.21 ± 5.68 | 58.02 ± 12.16 |
Go-track-tracks | 67.60 ± 8.74 | 37.42 ± 9.95 | 27.13 ± 13.92 | 19.34 ± 16.96 | 56.18 ± 25.50 | 56.25 ± 23.12 | 56.25 ± 23.12 | 37.59 ± 11.74 | 36.30 ± 10.90 | 49.11 ± 27.29 |
Haberman-survival | 94.64 ± 3.43 | 85.03 ± 6.71 | 93.09 ± 6.02 | 86.06 ± 18.01 | 70.33 ± 11.67 | 73.69 ± 7.19 | 73.69 ± 7.19 | 90.85 ± 6.56 | 90.66 ± 7.17 | 69.48 ± 7.26 |
Hayes-roth | 62.76 ± 4.25 | 67.68 ± 4.69 | 30.93 ± 7.92 | 21.33 ± 8.68 | 21.04 ± 10.92 | 29.15 ± 10.03 | 30.33 ± 10.01 | 51.32 ± 15.37 | 49.42 ± 15.86 | 86.18 ± 9.07 |
Hcc-data | 94.91 ± 2.00 | 70.55 ± 13.41 | 90.97 ± 11.91 | 77.33 ± 16.70 | 80.73 ± 3.96 | 80.73 ± 3.96 | 80.73 ± 3.96 | 75.16 ± 23.89 | 76.59 ± 20.02 | 65.20 ± 23.22 |
Hcvdat | 80.27 ± 2.16 | 38.07 ± 12.46 | 33.72 ± 8.25 | 40.46 ± 5.94 | 53.59 ± 1.50 | 53.59 ± 1.50 | 53.59 ± 1.50 | 32.43 ± 10.46 | 34.86 ± 10.24 | 45.68 ± 6.81 |
Heart-cleveland | 91.33 ± 2.49 | 71.33 ± 10.43 | 80.13 ± 9.05 | 70.80 ± 9.79 | 65.53 ± 12.65 | 63.49 ± 13.59 | 65.48 ± 14.24 | 72.20 ± 8.53 | 71.26 ± 7.75 | 73.19 ± 10.59 |
Heart-hungarian | 78.79 ± 4.96 | 41.67 ± 13.98 | 59.37 ± 11.70 | 49.09 ± 17.48 | 39.56 ± 16.42 | 38.16 ± 13.73 | 36.72 ± 13.99 | 50.25 ± 16.24 | 50.26 ± 14.06 | 45.51 ± 20.32 |
Heart-switzerland | 97.90 ± 3.28 | 92.11 ± 8.88 | 90.12 ± 15.16 | 94.39 ± 18.58 | 84.83 ± 8.69 | 83.77 ± 7.91 | 81.35 ± 9.02 | 84.47 ± 15.43 | 80.93 ± 13.60 | 94.32 ± 17.44 |
Heart-va | 97.78 ± 1.25 | 91.24 ± 7.37 | 91.84 ± 6.28 | 85.06 ± 9.93 | 85.18 ± 12.46 | 88.43 ± 11.16 | 91.04 ± 12.31 | 93.90 ± 7.85 | 94.42 ± 10.22 | 94.29 ± 12.81 |
Heart-failure-clinical-records-dataset | 93.16 ± 1.63 | 57.66 ± 10.11 | 54.22 ± 10.92 | 79.25 ± 15.41 | 73.52 ± 2.86 | 73.52 ± 2.86 | 73.52 ± 2.86 | 62.49 ± 10.67 | 54.54 ± 18.04 | 32.91 ± 14.29 |
Hepatitis | 92.08 ± 3.55 | 54.48 ± 24.83 | 73.05 ± 20.64 | 54.33 ± 16.47 | 50.89 ± 18.80 | 47.08 ± 28.08 | 47.08 ± 28.08 | 61.88 ± 27.40 | 65.42 ± 34.33 | 78.56 ± 21.85 |
Hill-valley | 100.16 ± 2.29 | 102.38 ± 4.86 | 100.08 ± 0.25 | 96.41 ± 6.94 | 95.70 ± 13.15 | 95.71 ± 14.88 | 93.73 ± 13.99 | 91.27 ± 4.53 | 90.95 ± 4.77 | 105.01 ± 9.86 |
Hiv1625data | 49.77 ± 3.56 | 20.84 ± 5.20 | 36.62 ± 6.44 | 32.25 ± 3.53 | 22.02 ± 5.66 | 18.55 ± 6.01 | 17.69 ± 6.59 | 14.33 ± 5.04 | 18.96 ± 6.49 | 58.22 ± 4.93 |
Hiv746data | 49.45 ± 3.09 | 21.20 ± 5.60 | 51.28 ± 6.19 | 33.32 ± 6.09 | 21.02 ± 7.46 | 18.32 ± 5.62 | 18.05 ± 6.56 | 15.19 ± 4.47 | 16.16 ± 6.28 | 38.28 ± 8.74 |
Horse-colic | 87.65 ± 2.40 | 59.11 ± 12.16 | 33.81 ± 9.25 | 50.78 ± 16.06 | 35.25 ± 10.36 | 33.09 ± 11.30 | 32.37 ± 12.29 | 49.23 ± 10.99 | 47.76 ± 14.44 | 38.15 ± 11.72 |
Htru | 37.39 ± 2.04 | 33.26 ± 2.70 | 20.41 ± 2.69 | 17.19 ± 2.29 | 53.21 ± 0.84 | 51.20 ± 1.14 | 51.77 ± 1.09 | 18.13 ± 2.96 | 17.91 ± 2.34 | 14.44 ± 2.41 |
Hypothyroid | 93.55 ± 0.93 | 48.91 ± 5.21 | 4.16 ± 1.75 | 58.72 ± 10.61 | 50.73 ± 2.01 | 49.82 ± 4.91 | 50.00 ± 5.21 | 52.30 ± 32.65 | 56.91 ± 36.33 | 25.81 ± 6.37 |
Ibeacon-rssi-labeled | 97.01 ± 0.23 | 83.22 ± 1.70 | 75.07 ± 2.27 | 64.94 ± 2.84 | 66.64 ± 1.72 | 64.22 ± 2.84 | 63.01 ± 3.17 | 84.54 ± 1.89 | 82.78 ± 2.15 | 96.65 ± 1.75 |
Ilpd-indian-liver | 94.61 ± 3.03 | 108.16 ± 11.80 | 94.49 ± 8.25 | 86.13 ± 14.60 | 70.00 ± 1.38 | 71.70 ± 4.24 | 71.29 ± 6.12 | 84.04 ± 6.74 | 83.75 ± 7.20 | 83.01 ± 7.53 |
Image-segmentation | 59.74 ± 3.02 | 26.23 ± 6.59 | 15.54 ± 9.18 | 18.04 ± 5.08 | 15.00 ± 3.75 | 15.00 ± 5.27 | 15.56 ± 5.11 | 15.24 ± 4.33 | 14.83 ± 4.43 | 47.78 ± 10.21 |
Immunotherapy | 89.60 ± 4.21 | 92.94 ± 19.96 | 69.14 ± 23.77 | 91.35 ± 50.14 | 62.20 ± 8.35 | 62.20 ± 8.35 | 62.20 ± 8.35 | 57.96 ± 25.66 | 61.26 ± 26.96 | 45.99 ± 27.09 |
Impensdata | 77.82 ± 2.69 | 47.91 ± 6.07 | 99.79 ± 0.00 | 58.34 ± 8.29 | 59.21 ± 0.74 | 59.21 ± 0.74 | 59.21 ± 0.74 | 38.09 ± 7.74 | 43.16 ± 10.61 | 58.80 ± 7.71 |
In-vehicle-coupon-recommendation | 97.77 ± 0.12 | 83.15 ± 1.27 | 76.82 ± 1.34 | 73.01 ± 2.69 | 63.41 ± 2.68 | 62.33 ± 2.67 | 61.48 ± 2.69 | 60.94 ± 1.98 | 59.27 ± 2.63 | 80.46 ± 1.80 |
Indian | 94.02 ± 2.54 | 107.75 ± 12.26 | 80.09 ± 10.71 | 87.84 ± 16.73 | 67.51 ± 3.81 | 69.19 ± 3.32 | 69.19 ± 3.32 | 84.54 ± 7.55 | 83.72 ± 7.19 | 83.42 ± 7.37 |
Ionosphere | 51.47 ± 4.53 | 37.70 ± 10.11 | 20.34 ± 7.16 | 30.12 ± 9.79 | 12.34 ± 4.95 | 11.09 ± 6.88 | 9.24 ± 6.53 | 21.13 ± 3.91 | 20.94 ± 5.71 | 41.49 ± 16.32 |
Iris | 37.75 ± 5.36 | 10.00 ± 5.76 | 7.87 ± 7.85 | 8.98 ± 8.04 | 5.00 ± 5.27 | 6.00 ± 6.99 | 5.00 ± 5.27 | 7.36 ± 6.20 | 6.64 ± 5.32 | 12.00 ± 9.19 |
Jain | 21.84 ± 8.21 | 17.35 ± 7.28 | 1.39 ± 4.38 | 0.77 ± 0.01 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 17.70 ± 6.28 | 17.64 ± 6.43 | 12.52 ± 8.66 |
Jsbach-chorals-harmony | 80.38 ± 0.77 | 22.07 ± 2.53 | 26.32 ± 2.96 | 13.94 ± 2.18 | 18.19 ± 2.95 | 15.02 ± 2.18 | 13.64 ± 3.32 | 12.76 ± 2.82 | 14.35 ± 4.55 | 19.65 ± 3.00 |
Knowledge | 76.90 ± 4.13 | 35.94 ± 11.06 | 11.39 ± 7.67 | 36.84 ± 11.45 | 22.75 ± 13.76 | 15.49 ± 12.38 | 11.42 ± 11.02 | 14.79 ± 6.92 | 14.60 ± 7.07 | 24.50 ± 13.45 |
Lasvegastripadvisorreviews | 99.97 ± 0.25 | 98.75 ± 2.60 | 97.89 ± 4.52 | 98.63 ± 4.57 | 101.19 ± 3.93 | 103.28 ± 5.62 | 100.49 ± 5.64 | 99.59 ± 5.39 | 98.21 ± 4.86 | 100.23 ± 3.81 |
Leaf | 82.76 ± 1.37 | 28.96 ± 7.37 | 42.06 ± 7.51 | 100.12 ± 3.03 | 85.83 ± 4.24 | 78.52 ± 5.33 | 77.00 ± 5.75 | 56.53 ± 5.59 | 57.23 ± 5.43 | 78.83 ± 5.06 |
Led-display | 86.13 ± 0.43 | 42.75 ± 2.23 | 46.22 ± 2.64 | 42.55 ± 2.56 | 31.24 ± 4.55 | 31.46 ± 4.23 | 31.80 ± 4.07 | 42.19 ± 2.22 | 40.90 ± 2.41 | 89.39 ± 1.40 |
Lenses | 78.24 ± 19.64 | 102.13 ± 12.97 | 43.55 ± 64.20 | 37.48 ± 34.78 | 36.36 ± 49.65 | 32.73 ± 47.28 | 32.73 ± 47.28 | 53.43 ± 45.66 | 55.71 ± 48.24 | 62.42 ± 68.75 |
Letter | 89.09 ± 0.12 | 43.64 ± 0.59 | 14.28 ± 0.71 | 4.39 ± 0.31 | 5.33 ± 0.26 | 4.16 ± 0.31 | 3.63 ± 0.22 | 21.06 ± 1.04 | 20.96 ± 0.80 | 86.06 ± 0.38 |
Libras | 79.37 ± 2.43 | 39.44 ± 9.81 | 33.97 ± 10.24 | 18.90 ± 5.10 | 20.23 ± 4.39 | 15.77 ± 4.66 | 13.98 ± 4.22 | 25.08 ± 4.49 | 23.87 ± 4.32 | 84.50 ± 6.46 |
Low-res-spect | 74.95 ± 1.64 | 29.64 ± 5.91 | 27.01 ± 5.08 | 26.51 ± 5.94 | 15.95 ± 3.69 | 15.66 ± 4.15 | 14.24 ± 3.85 | 14.10 ± 4.78 | 14.10 ± 4.52 | 39.53 ± 7.99 |
Lung-cancer | 92.89 ± 5.02 | 56.37 ± 24.31 | 87.48 ± 36.43 | 76.93 ± 50.20 | 70.31 ± 32.97 | 61.64 ± 32.47 | 73.12 ± 38.09 | 79.89 ± 33.05 | 79.31 ± 34.22 | 79.46 ± 27.00 |
Lymphography | 84.63 ± 2.26 | 38.02 ± 11.23 | 52.62 ± 13.94 | 48.40 ± 24.02 | 26.31 ± 17.07 | 27.84 ± 18.24 | 31.39 ± 16.28 | 37.80 ± 14.21 | 37.20 ± 13.19 | 45.35 ± 14.88 |
Magic | 74.32 ± 1.89 | 60.02 ± 4.33 | 48.72 ± 3.98 | 44.28 ± 5.09 | 33.12 ± 4.66 | 32.55 ± 3.78 | 32.55 ± 3.08 | 41.43 ± 4.15 | 42.65 ± 4.22 | 61.10 ± 9.66 |
Mammographic | 72.02 ± 2.56 | 48.19 ± 5.74 | 49.33 ± 3.99 | 51.58 ± 9.61 | 34.73 ± 4.29 | 35.56 ± 5.22 | 35.15 ± 5.31 | 50.99 ± 3.11 | 52.18 ± 5.22 | 36.41 ± 2.52 |
Miniboone | 77.60 ± 0.71 | 180.29 ± 3.52 | 36.81 ± 6.06 | 42.03 ± 4.01 | 39.34 ± 6.27 | 36.60 ± 5.36 | 34.65 ± 4.70 | 53.19 ± 7.06 | 54.03 ± 8.21 | 46.39 ± 4.51 |
Molec-biol-promoter | 89.02 ± 4.01 | 26.91 ± 16.74 | 53.25 ± 20.10 | 55.99 ± 23.67 | 34.72 ± 26.91 | 30.72 ± 23.89 | 30.72 ± 23.89 | 46.07 ± 17.97 | 46.21 ± 18.16 | 60.51 ± 22.18 |
Molec-biol-splice | 96.55 ± 0.23 | 16.95 ± 2.43 | 13.87 ± 2.87 | 60.03 ± 3.40 | 20.95 ± 3.21 | 20.69 ± 2.78 | 21.56 ± 2.12 | 26.61 ± 3.45 | 27.08 ± 2.93 | 59.63 ± 3.71 |
Monks-1 | 78.06 ± 6.44 | 73.39 ± 15.31 | 8.32 ± 13.87 | 61.26 ± 18.44 | 38.71 ± 24.21 | 33.84 ± 21.84 | 33.71 ± 19.18 | 27.39 ± 27.93 | 23.27 ± 32.81 | 53.45 ± 19.63 |
Monks-2 | 100.45 ± 2.64 | 101.79 ± 5.62 | 57.45 ± 20.60 | 82.85 ± 22.09 | 89.06 ± 15.27 | 82.81 ± 26.21 | 75.20 ± 25.61 | 61.57 ± 19.79 | 57.60 ± 17.00 | 87.86 ± 9.58 |
Monks-3 | 74.97 ± 6.43 | 53.25 ± 8.94 | 21.44 ± 15.42 | 50.96 ± 30.89 | 19.62 ± 15.12 | 21.41 ± 15.91 | 21.41 ± 15.91 | 33.73 ± 20.12 | 25.08 ± 12.86 | 44.24 ± 7.68 |
Mushroom | 65.43 ± 0.94 | 24.96 ± 2.21 | 0.00 ± 0.00 | 0.03 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.14 ± 0.01 | 0.09 ± 0.01 | 2.96 ± 0.96 |
Musk-1 | 80.80 ± 2.69 | 52.32 ± 14.54 | 31.55 ± 13.33 | 31.05 ± 9.22 | 18.77 ± 8.74 | 15.39 ± 5.82 | 12.83 ± 6.08 | 14.69 ± 4.89 | 14.71 ± 4.77 | 76.50 ± 18.17 |
Musk-2 | 76.64 ± 1.26 | 55.96 ± 5.83 | 18.49 ± 4.90 | 14.48 ± 3.61 | 14.72 ± 4.51 | 9.70 ± 3.58 | 7.30 ± 2.85 | 5.64 ± 2.64 | 5.43 ± 3.23 | 38.67 ± 4.73 |
Newdiagnosis | 48.01 ± 3.55 | 20.34 ± 6.58 | 0.00 ± 0.00 | 0.17 ± 0.02 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 1.41 ± 0.18 | 1.02 ± 0.10 | 46.26 ± 14.11 |
Nursery | 88.77 ± 0.15 | 31.12 ± 0.76 | 0.89 ± 0.39 | 17.22 ± 0.86 | 2.58 ± 0.32 | 1.94 ± 0.30 | 1.56 ± 0.29 | 7.45 ± 1.96 | 9.42 ± 2.55 | 42.53 ± 1.51 |
Obesitydataset-raw-and-data-sinthetic | 78.81 ± 0.39 | 44.47 ± 1.69 | 8.71 ± 2.07 | 21.26 ± 2.88 | 12.01 ± 2.72 | 9.68 ± 2.62 | 8.80 ± 2.59 | 8.47 ± 3.07 | 8.33 ± 1.77 | 38.45 ± 4.18 |
Obs-network-dataset-2-aug27 | 45.55 ± 1.79 | 41.61 ± 7.45 | 0.52 ± 1.64 | 1.51 ± 0.92 | 3.45 ± 0.97 | 3.45 ± 0.97 | 3.45 ± 0.97 | 7.92 ± 2.39 | 5.39 ± 1.83 | 13.83 ± 3.08 |
Occupancy-data | 18.67 ± 2.03 | 10.09 ± 2.20 | 3.99 ± 1.68 | 1.95 ± 1.08 | 41.13 ± 4.35 | 38.62 ± 4.99 | 38.62 ± 4.99 | 7.57 ± 1.99 | 7.12 ± 2.18 | 2.83 ± 1.67 |
Occupancy-data2 | 22.14 ± 1.37 | 11.92 ± 1.51 | 2.71 ± 0.55 | 1.64 ± 0.68 | 49.55 ± 1.50 | 43.21 ± 1.76 | 43.21 ± 1.76 | 2.78 ± 0.62 | 2.62 ± 0.53 | 1.88 ± 0.47 |
Occupancy-data3 | 14.30 ± 1.40 | 6.64 ± 1.54 | 2.00 ± 0.45 | 1.66 ± 0.67 | 51.10 ± 1.59 | 46.29 ± 1.83 | 46.25 ± 1.81 | 4.03 ± 0.84 | 3.97 ± 0.88 | 1.87 ± 0.53 |
Old | 84.69 ± 0.53 | 15.52 ± 2.13 | 13.01 ± 2.86 | 5.28 ± 1.68 | 9.97 ± 1.88 | 9.73 ± 2.58 | 9.15 ± 2.41 | 6.60 ± 2.04 | 6.64 ± 2.48 | 22.91 ± 3.27 |
Online-shoppers-intention | 92.63 ± 0.42 | 86.25 ± 4.57 | 53.53 ± 1.74 | 70.60 ± 2.19 | 59.24 ± 0.21 | 59.42 ± 0.49 | 59.64 ± 0.59 | 51.02 ± 5.28 | 52.07 ± 6.12 | 44.98 ± 3.77 |
Oocytes-merluccius-nucleus-4d | 89.08 ± 2.38 | 90.22 ± 8.87 | 65.21 ± 8.13 | 62.94 ± 8.77 | 51.35 ± 6.60 | 44.93 ± 5.64 | 42.93 ± 6.77 | 45.77 ± 5.96 | 47.91 ± 7.66 | 75.00 ± 11.58 |
Oocytes-merluccius-states-2f | 53.89 ± 4.04 | 32.92 ± 8.01 | 23.11 ± 7.17 | 19.73 ± 6.14 | 18.04 ± 5.61 | 17.19 ± 4.55 | 15.71 ± 4.28 | 19.18 ± 3.56 | 19.41 ± 4.66 | 39.27 ± 10.17 |
Oocytes-trisopterus-nucleus-2f | 89.86 ± 2.47 | 94.11 ± 10.06 | 61.67 ± 11.17 | 52.72 ± 11.86 | 38.64 ± 7.51 | 33.25 ± 6.97 | 34.15 ± 5.66 | 37.00 ± 5.56 | 39.20 ± 6.51 | 83.14 ± 12.22 |
Oocytes-trisopterus-states-5b | 61.02 ± 4.44 | 48.06 ± 8.10 | 26.01 ± 6.06 | 18.56 ± 7.37 | 16.39 ± 6.78 | 15.30 ± 5.46 | 14.42 ± 4.63 | 14.42 ± 5.03 | 14.44 ± 5.16 | 39.78 ± 5.50 |
Optdigits | 89.32 ± 0.15 | 9.66 ± 1.12 | 11.34 ± 1.61 | 1.74 ± 0.71 | 29.85 ± 2.12 | 27.92 ± 2.31 | 27.92 ± 2.31 | 2.91 ± 0.67 | 2.43 ± 0.57 | 81.08 ± 1.37 |
Optical | 88.77 ± 0.22 | 9.36 ± 1.35 | 12.64 ± 1.31 | 2.00 ± 0.63 | 1.57 ± 0.62 | 1.39 ± 0.67 | 1.42 ± 0.65 | 2.91 ± 0.68 | 2.93 ± 0.75 | 80.33 ± 1.44 |
Ozone | 98.65 ± 0.75 | 514.31 ± 55.69 | 83.66 ± 10.30 | 87.49 ± 11.32 | 51.08 ± 1.86 | 51.08 ± 1.86 | 51.08 ± 1.86 | 67.47 ± 15.39 | 61.98 ± 13.01 | 55.98 ± 7.57 |
Page-blocks | 67.45 ± 1.99 | 57.06 ± 7.90 | 21.18 ± 2.32 | 21.68 ± 3.22 | 20.05 ± 3.93 | 18.71 ± 3.95 | 18.52 ± 4.00 | 26.28 ± 3.56 | 25.37 ± 3.44 | 32.81 ± 3.16 |
Parkingbirmingham | 21.04 ± 1.66 | 31.59 ± 1.11 | 0.00 ± 0.00 | 3.44 ± 0.69 | 42.84 ± 3.92 | 40.14 ± 4.05 | 40.14 ± 4.05 | 27.47 ± 1.45 | 23.68 ± 1.49 | 0.00 ± 0.00 |
Parkinsons | 74.34 ± 7.36 | 82.45 ± 30.00 | 53.50 ± 10.07 | 11.04 ± 6.57 | 32.95 ± 16.92 | 27.47 ± 16.79 | 23.27 ± 15.50 | 31.68 ± 15.10 | 29.52 ± 19.55 | 37.10 ± 20.47 |
Pasture | 81.94 ± 8.65 | 40.75 ± 34.25 | 35.21 ± 28.56 | 47.07 ± 37.59 | 107.02 ± 6.04 | 107.02 ± 6.04 | 107.02 ± 6.04 | 41.92 ± 35.99 | 43.88 ± 36.49 | 54.68 ± 39.33 |
Pbc | 83.92 ± 3.21 | 50.57 ± 13.52 | 60.78 ± 11.94 | 85.44 ± 18.48 | 81.30 ± 1.38 | 81.30 ± 1.38 | 81.30 ± 1.38 | 61.73 ± 10.61 | 56.72 ± 6.29 | 58.61 ± 19.36 |
Pen | 68.81 ± 0.36 | 16.90 ± 1.26 | 4.44 ± 0.53 | 0.81 ± 0.19 | 96.14 ± 0.95 | 95.06 ± 1.06 | 95.06 ± 1.06 | 6.74 ± 0.77 | 6.83 ± 0.43 | 67.85 ± 1.71 |
Pendigits | 68.16 ± 0.40 | 14.41 ± 1.41 | 4.97 ± 0.79 | 0.78 ± 0.26 | 0.43 ± 0.21 | 0.37 ± 0.17 | 0.39 ± 0.19 | 6.10 ± 0.69 | 6.03 ± 0.60 | 66.97 ± 2.20 |
Pharynx | 100.44 ± 3.94 | 107.48 ± 11.56 | 99.56 ± 0.04 | 100.09 ± 29.37 | 67.52 ± 22.16 | 73.58 ± 28.05 | 81.86 ± 28.07 | 80.91 ± 10.33 | 82.63 ± 43.90 | 201.57 ± 18.02 |
Phishingwebsites | 87.61 ± 0.21 | 18.12 ± 1.15 | 11.49 ± 0.83 | 6.55 ± 1.11 | 11.14 ± 1.05 | 10.14 ± 1.02 | 9.60 ± 0.93 | 6.99 ± 0.83 | 6.88 ± 0.63 | 22.51 ± 1.14 |
Pima | 86.45 ± 3.14 | 62.48 ± 7.65 | 69.45 ± 9.95 | 65.77 ± 10.36 | 53.56 ± 8.94 | 54.71 ± 8.81 | 55.00 ± 7.52 | 65.00 ± 5.29 | 63.83 ± 4.80 | 62.74 ± 11.34 |
Pittsburg-bridges-rel-l | 85.63 ± 4.14 | 66.08 ± 15.18 | 76.14 ± 17.01 | 49.78 ± 27.10 | 54.48 ± 20.28 | 52.97 ± 20.36 | 45.14 ± 18.33 | 67.73 ± 16.66 | 64.05 ± 17.55 | 48.20 ± 17.58 |
Pittsburg-bridges-span | 86.15 ± 3.47 | 64.47 ± 11.41 | 72.83 ± 17.00 | 72.74 ± 26.22 | 56.74 ± 24.06 | 58.65 ± 26.75 | 58.65 ± 26.75 | 58.68 ± 11.30 | 54.18 ± 17.94 | 73.56 ± 22.28 |
Pittsburg-bridges-t-or-d | 92.43 ± 8.61 | 80.50 ± 21.12 | 86.75 ± 31.08 | 69.10 ± 43.95 | 53.74 ± 26.20 | 47.70 ± 33.01 | 43.14 ± 29.26 | 58.96 ± 44.70 | 65.23 ± 51.65 | 60.71 ± 42.49 |
Pittsburg-bridges-type | 89.03 ± 3.97 | 67.18 ± 9.43 | 65.56 ± 7.28 | 58.61 ± 14.73 | 60.67 ± 16.06 | 50.95 ± 23.20 | 49.46 ± 17.71 | 60.92 ± 18.91 | 59.26 ± 20.97 | 57.79 ± 7.39 |
Pittsburg-bridgesmaterial | 73.99 ± 3.79 | 45.14 ± 15.62 | 47.53 ± 13.35 | 42.97 ± 27.99 | 33.41 ± 14.32 | 35.53 ± 13.89 | 38.09 ± 22.43 | 45.06 ± 20.52 | 52.34 ± 19.88 | 31.28 ± 10.34 |
Planning | 99.62 ± 2.38 | 104.13 ± 8.76 | 99.73 ± 0.02 | 83.73 ± 22.67 | 69.71 ± 2.82 | 72.56 ± 14.76 | 83.38 ± 17.31 | 101.14 ± 12.75 | 105.45 ± 20.71 | 92.84 ± 21.47 |
Plant-margin | 94.95 ± 0.12 | 15.73 ± 2.46 | 54.50 ± 4.17 | 31.05 ± 2.63 | 17.36 ± 2.29 | 15.40 ± 2.83 | 15.02 ± 2.85 | 24.09 ± 1.81 | 23.12 ± 2.51 | 93.24 ± 2.19 |
Plant-shape | 91.94 ± 0.11 | 47.32 ± 3.03 | 55.79 ± 3.25 | 39.84 ± 3.16 | 51.57 ± 1.63 | 43.68 ± 3.16 | 40.34 ± 3.39 | 43.86 ± 3.22 | 41.23 ± 3.03 | 92.35 ± 1.63 |
Plant-texture | 95.39 ± 0.15 | 25.87 ± 3.18 | 50.29 ± 3.39 | 25.28 ± 2.68 | 16.86 ± 2.52 | 14.59 ± 2.31 | 14.08 ± 2.37 | 23.84 ± 1.60 | 22.80 ± 1.59 | 97.53 ± 0.91 |
Poker-hand-training-true | 99.97 ± 0.01 | 99.98 ± 0.03 | 84.40 ± 2.91 | 93.48 ± 1.51 | 72.66 ± 1.76 | 74.66 ± 1.64 | 76.64 ± 1.96 | 96.31 ± 1.26 | 96.86 ± 1.79 | 88.07 ± 0.03 |
Post-operative | 97.54 ± 2.88 | 103.29 ± 8.23 | 97.97 ± 0.37 | 101.82 ± 20.36 | 66.34 ± 9.65 | 71.48 ± 12.99 | 76.48 ± 17.86 | 97.20 ± 19.90 | 101.48 ± 28.67 | 71.48 ± 12.99 |
Primary-tumor | 95.28 ± 0.69 | 68.67 ± 6.71 | 73.20 ± 6.01 | 76.00 ± 9.25 | 60.18 ± 12.24 | 62.24 ± 11.86 | 63.26 ± 13.42 | 70.17 ± 7.30 | 70.44 ± 7.80 | 81.40 ± 3.14 |
Qsarbioconcentration | 100.17 ± 0.61 | 100.83 ± 4.02 | 102.60 ± 5.96 | 102.26 ± 15.18 | 66.97 ± 1.48 | 71.09 ± 4.12 | 78.25 ± 7.59 | 104.51 ± 6.05 | 104.62 ± 4.85 | 72.41 ± 8.44 |
Qsarbiodegradation | 88.05 ± 1.73 | 53.37 ± 6.92 | 42.98 ± 6.42 | 36.83 ± 5.01 | 31.57 ± 5.87 | 30.73 ± 4.85 | 32.22 ± 5.57 | 32.16 ± 3.76 | 32.35 ± 3.67 | 52.10 ± 8.81 |
Qualitative-bankruptcy | 26.63 ± 1.92 | 1.79 ± 3.29 | 4.80 ± 6.53 | 0.66 ± 0.54 | 2.46 ± 5.54 | 2.46 ± 5.54 | 0.81 ± 2.57 | 1.60 ± 3.70 | 1.48 ± 3.65 | 3.28 ± 5.74 |
Ringnorm | 59.88 ± 2.39 | 3.92 ± 0.66 | 18.08 ± 0.37 | 49.70 ± 3.17 | 2.81 ± 0.83 | 3.05 ± 0.82 | 3.30 ± 0.97 | 16.74 ± 2.49 | 17.42 ± 1.69 | 71.14 ± 1.93 |
Risk-factors-cervical-cancer | 96.16 ± 1.09 | 92.97 ± 11.30 | 49.02 ± 12.44 | 47.55 ± 18.02 | 52.88 ± 2.93 | 53.88 ± 5.59 | 49.80 ± 12.09 | 41.47 ± 12.51 | 45.32 ± 16.32 | 31.89 ± 16.03 |
Robotnavigation | 47.91 ± 1.23 | 71.45 ± 2.17 | 0.69 ± 0.37 | 17.81 ± 1.83 | 15.05 ± 1.73 | 13.31 ± 1.48 | 12.09 ± 1.17 | 19.84 ± 2.42 | 19.17 ± 3.47 | 37.18 ± 2.86 |
Sapfile | 95.19 ± 1.58 | 77.07 ± 9.48 | 92.26 ± 18.29 | 96.60 ± 13.95 | 79.45 ± 13.75 | 78.18 ± 10.63 | 78.15 ± 13.06 | 81.94 ± 12.13 | 82.67 ± 16.59 | 90.31 ± 19.72 |
Sat | 51.32 ± 0.52 | 25.36 ± 1.49 | 18.48 ± 1.13 | 11.75 ± 0.97 | 91.15 ± 0.66 | 89.69 ± 0.58 | 89.69 ± 0.58 | 13.80 ± 1.71 | 14.23 ± 1.26 | 49.67 ± 1.61 |
Satelite | 51.35 ± 0.60 | 25.36 ± 1.36 | 18.21 ± 0.85 | 11.72 ± 1.37 | 91.17 ± 0.71 | 89.59 ± 0.88 | 89.59 ± 0.88 | 13.49 ± 0.66 | 14.00 ± 1.03 | 49.40 ± 2.03 |
Scadi | 84.82 ± 1.64 | 22.22 ± 11.10 | 32.14 ± 15.34 | 35.37 ± 17.03 | 32.36 ± 12.76 | 28.64 ± 18.71 | 24.89 ± 20.41 | 28.81 ± 14.85 | 28.22 ± 14.97 | 55.28 ± 13.83 |
Schillingdata | 82.03 ± 2.00 | 42.45 ± 2.63 | 99.92 ± 0.00 | 63.68 ± 3.93 | 57.60 ± 0.40 | 47.78 ± 4.43 | 36.36 ± 2.87 | 32.39 ± 8.29 | 39.05 ± 12.63 | 58.26 ± 1.72 |
Seeds | 42.07 ± 5.78 | 14.04 ± 6.27 | 14.78 ± 8.74 | 10.00 ± 2.96 | 9.29 ± 5.88 | 9.29 ± 5.88 | 9.29 ± 5.88 | 9.26 ± 3.26 | 8.33 ± 3.11 | 26.43 ± 15.08 |
Segment | 53.80 ± 1.24 | 23.49 ± 1.80 | 4.27 ± 1.12 | 3.65 ± 0.72 | 40.40 ± 3.36 | 38.48 ± 2.80 | 38.54 ± 2.88 | 6.42 ± 1.05 | 5.63 ± 0.83 | 42.17 ± 3.24 |
Seismic-bumps | 98.69 ± 0.40 | 115.78 ± 13.12 | 98.60 ± 3.58 | 86.32 ± 11.80 | 53.38 ± 0.06 | 53.38 ± 0.06 | 53.38 ± 0.06 | 78.60 ± 8.88 | 75.65 ± 8.05 | 57.15 ± 4.41 |
Semeion | 96.78 ± 0.07 | 15.63 ± 3.03 | 29.94 ± 2.41 | 10.00 ± 1.86 | 4.88 ± 1.19 | 4.26 ± 0.77 | 4.33 ± 0.80 | 9.99 ± 1.85 | 9.37 ± 1.92 | 89.35 ± 0.53 |
Setapprocesst1 | 93.44 ± 5.93 | 96.50 ± 43.94 | 87.03 ± 39.95 | 81.33 ± 23.35 | 83.51 ± 18.75 | 72.54 ± 24.34 | 76.34 ± 21.09 | 82.46 ± 42.80 | 85.72 ± 44.19 | 64.52 ± 53.46 |
Setapprocesst10 | 98.97 ± 3.13 | 124.35 ± 32.41 | 94.02 ± 29.97 | 88.89 ± 36.54 | 74.50 ± 9.59 | 74.50 ± 9.59 | 74.50 ± 9.59 | 105.91 ± 54.99 | 105.17 ± 48.88 | 84.35 ± 17.77 |
Setapprocesst11 | 98.56 ± 4.45 | 101.50 ± 58.38 | 81.02 ± 38.41 | 93.61 ± 33.26 | 74.50 ± 9.59 | 74.50 ± 9.59 | 74.50 ± 9.59 | 86.46 ± 33.25 | 78.38 ± 37.24 | 95.80 ± 22.70 |
Setapprocesst2 | 97.76 ± 3.58 | 73.36 ± 30.55 | 59.92 ± 40.59 | 83.49 ± 46.02 | 74.50 ± 9.59 | 74.50 ± 9.59 | 74.50 ± 9.59 | 84.47 ± 38.01 | 78.61 ± 38.22 | 41.47 ± 37.02 |
Setapprocesst3 | 97.51 ± 3.17 | 78.93 ± 26.90 | 88.97 ± 34.49 | 76.68 ± 30.30 | 74.50 ± 9.59 | 74.50 ± 9.59 | 74.50 ± 9.59 | 77.26 ± 27.64 | 77.43 ± 19.43 | 104.81 ± 36.47 |
Setapprocesst4 | 99.87 ± 2.10 | 122.70 ± 60.90 | 110.95 ± 35.48 | 97.13 ± 42.87 | 68.66 ± 13.00 | 68.66 ± 13.00 | 68.66 ± 13.00 | 109.70 ± 45.59 | 105.27 ± 38.88 | 66.22 ± 27.24 |
Setapprocesst5 | 96.83 ± 4.53 | 118.50 ± 38.81 | 105.16 ± 36.94 | 90.15 ± 36.20 | 77.22 ± 14.45 | 79.94 ± 17.59 | 79.94 ± 17.59 | 91.72 ± 26.54 | 86.41 ± 25.92 | 77.05 ± 57.09 |
Setapprocesst6 | 97.09 ± 2.12 | 72.69 ± 34.89 | 78.35 ± 27.56 | 80.69 ± 31.47 | 74.50 ± 9.59 | 74.50 ± 9.59 | 74.50 ± 9.59 | 82.28 ± 31.96 | 83.55 ± 31.72 | 89.05 ± 46.01 |
Setapprocesst7 | 97.36 ± 4.02 | 57.12 ± 30.93 | 87.54 ± 43.22 | 80.30 ± 31.09 | 74.50 ± 9.59 | 74.50 ± 9.59 | 74.50 ± 9.59 | 62.70 ± 38.99 | 64.34 ± 39.59 | 105.09 ± 34.29 |
Setapprocesst8 | 96.38 ± 2.61 | 70.34 ± 32.11 | 67.05 ± 33.15 | 83.06 ± 34.00 | 74.50 ± 9.59 | 74.50 ± 9.59 | 74.50 ± 9.59 | 76.02 ± 35.53 | 74.51 ± 36.64 | 113.36 ± 28.85 |
Setapprocesst9 | 98.09 ± 2.65 | 78.22 ± 32.68 | 70.80 ± 35.69 | 93.07 ± 20.30 | 74.50 ± 9.59 | 74.50 ± 9.59 | 74.50 ± 9.59 | 64.42 ± 39.11 | 73.83 ± 36.60 | 110.64 ± 39.73 |
Shillbiddingdataset | 64.59 ± 0.97 | 18.80 ± 1.93 | 2.83 ± 0.76 | 4.15 ± 1.48 | 2.40 ± 0.91 | 2.32 ± 1.09 | 1.82 ± 1.02 | 2.19 ± 0.88 | 1.92 ± 1.04 | 14.25 ± 2.80 |
Shuttle-landing-control | 98.09 ± 98.47 | 153.52 ± 221.31 | 61.65 ± 13.48 | 81.09 ± 116.78 | 10.00 ± 31.62 | 10.00 ± 31.62 | 10.00 ± 31.62 | 94.74 ± 194.49 | 98.24 ± 206.94 | 90.00 ± 251.44 |
Somervillehappinesssurvey2015 | 93.67 ± 5.90 | 89.07 ± 11.60 | 82.68 ± 20.00 | 83.95 ± 20.26 | 80.34 ± 21.75 | 83.02 ± 20.63 | 82.95 ± 23.46 | 84.30 ± 21.18 | 85.77 ± 21.62 | 69.05 ± 31.84 |
Sonar | 90.81 ± 2.64 | 62.61 ± 17.91 | 57.49 ± 14.47 | 27.74 ± 13.91 | 68.49 ± 10.87 | 59.72 ± 18.03 | 53.03 ± 19.12 | 38.08 ± 19.26 | 37.80 ± 18.79 | 75.34 ± 22.26 |
Soybean | 88.59 ± 0.63 | 9.44 ± 5.73 | 15.32 ± 5.03 | 18.94 ± 4.92 | 10.70 ± 6.56 | 8.56 ± 4.87 | 9.26 ± 5.13 | 15.90 ± 6.44 | 15.33 ± 5.95 | 75.82 ± 2.65 |
Spambase | 84.20 ± 0.69 | 43.63 ± 3.71 | 18.72 ± 2.09 | 19.36 ± 2.26 | 13.84 ± 1.95 | 13.61 ± 2.30 | 13.79 ± 1.93 | 22.48 ± 2.57 | 27.47 ± 12.10 | 45.33 ± 4.18 |
Speaker-accent | 88.94 ± 2.95 | 65.19 ± 10.75 | 45.75 ± 13.13 | 29.60 ± 12.53 | 59.48 ± 5.54 | 53.85 ± 6.07 | 53.85 ± 6.07 | 36.25 ± 8.70 | 37.57 ± 9.12 | 70.82 ± 6.72 |
Spect | 94.05 ± 5.88 | 70.52 ± 33.64 | 86.21 ± 21.82 | 111.23 ± 27.49 | 79.59 ± 25.42 | 80.41 ± 27.23 | 83.14 ± 22.23 | 105.25 ± 38.65 | 105.67 ± 38.35 | 62.49 ± 20.91 |
Spectf | 93.47 ± 4.09 | 49.03 ± 24.59 | 56.85 ± 22.77 | 65.95 ± 36.62 | 65.00 ± 12.91 | 65.00 ± 12.91 | 47.50 ± 27.51 | 59.54 ± 28.00 | 57.60 ± 26.15 | 57.50 ± 16.87 |
Statlog-australian-credit | 98.53 ± 0.69 | 105.50 ± 4.70 | 92.82 ± 10.37 | 101.28 ± 7.68 | 74.34 ± 4.06 | 81.65 ± 14.63 | 82.63 ± 12.80 | 93.88 ± 7.57 | 95.03 ± 7.04 | 79.67 ± 14.60 |
Statlog-german-credit | 97.57 ± 0.32 | 68.80 ± 7.51 | 72.76 ± 9.80 | 76.73 ± 9.35 | 56.88 ± 9.81 | 54.02 ± 8.91 | 54.02 ± 10.53 | 70.24 ± 8.41 | 66.81 ± 7.40 | 69.26 ± 5.43 |
Statlog-heart | 79.99 ± 3.41 | 37.70 ± 13.10 | 56.04 ± 16.74 | 50.66 ± 17.20 | 34.50 ± 10.72 | 40.50 ± 17.03 | 41.25 ± 19.44 | 45.54 ± 11.90 | 41.61 ± 15.50 | 58.49 ± 12.65 |
Statlog-image | 50.97 ± 1.19 | 23.62 ± 1.87 | 4.25 ± 1.14 | 3.65 ± 0.72 | 6.67 ± 1.03 | 5.66 ± 1.11 | 5.30 ± 1.04 | 6.16 ± 1.00 | 6.14 ± 1.22 | 42.37 ± 2.87 |
Statlog-landsat | 50.64 ± 0.88 | 25.41 ± 2.74 | 18.67 ± 2.16 | 12.33 ± 2.10 | 13.03 ± 1.96 | 12.13 ± 1.71 | 12.05 ± 1.99 | 14.70 ± 1.53 | 14.52 ± 2.13 | 48.93 ± 2.08 |
Statlog-shuttle | 72.47 ± 0.54 | 27.12 ± 1.38 | 0.14 ± 0.07 | 0.21 ± 0.10 | 0.70 ± 0.13 | 0.57 ± 0.13 | 0.55 ± 0.12 | 1.28 ± 0.17 | 1.26 ± 0.14 | 14.83 ± 0.84 |
Statlog-vehicle | 77.89 ± 1.57 | 74.64 ± 3.21 | 37.89 ± 5.61 | 40.51 ± 5.94 | 31.06 ± 5.18 | 26.33 ± 3.47 | 26.01 ± 3.15 | 26.89 ± 3.52 | 26.91 ± 4.84 | 65.11 ± 6.80 |
Steel-plates | 74.89 ± 1.28 | 51.74 ± 4.59 | 32.78 ± 3.85 | 36.31 ± 3.49 | 31.44 ± 3.56 | 29.59 ± 2.90 | 29.72 ± 3.74 | 37.74 ± 2.85 | 37.67 ± 2.92 | 66.60 ± 4.99 |
Synthetic-control | 67.81 ± 1.68 | 6.59 ± 3.88 | 10.39 ± 4.21 | 5.25 ± 2.55 | 0.80 ± 1.03 | 0.60 ± 0.97 | 0.60 ± 0.97 | 2.38 ± 1.17 | 2.10 ± 1.14 | 51.60 ± 4.60 |
Teaching | 91.04 ± 3.59 | 85.30 ± 6.22 | 65.99 ± 14.73 | 56.33 ± 19.19 | 65.76 ± 22.04 | 57.76 ± 19.01 | 56.76 ± 18.56 | 80.76 ± 7.84 | 80.52 ± 7.84 | 80.45 ± 16.39 |
Thoraricsurgery | 98.87 ± 1.05 | 111.80 ± 29.70 | 99.67 ± 0.22 | 89.90 ± 23.21 | 58.48 ± 0.00 | 60.99 ± 4.04 | 60.99 ± 4.04 | 92.81 ± 15.64 | 86.92 ± 17.56 | 65.17 ± 6.59 |
Thyroid | 57.77 ± 8.05 | 7.98 ± 7.66 | 18.77 ± 13.14 | 8.02 ± 5.05 | 51.27 ± 10.32 | 48.41 ± 9.52 | 48.41 ± 9.52 | 9.32 ± 6.57 | 8.93 ± 6.43 | 19.81 ± 18.26 |
Thyroid-train | 92.47 ± 1.02 | 47.14 ± 5.66 | 2.20 ± 2.26 | 55.74 ± 9.39 | 34.50 ± 4.86 | 30.39 ± 4.22 | 26.29 ± 4.44 | 30.70 ± 6.72 | 35.07 ± 10.96 | 24.80 ± 5.47 |
Tic-tac-toe | 96.31 ± 0.52 | 82.35 ± 1.30 | 15.71 ± 4.65 | 0.18 ± 0.01 | 3.00 ± 3.10 | 1.62 ± 2.20 | 0.69 ± 1.57 | 6.34 ± 2.17 | 5.45 ± 2.62 | 66.37 ± 5.27 |
Titanic | 83.80 ± 1.82 | 71.83 ± 3.90 | 71.99 ± 3.00 | 70.67 ± 2.81 | 49.24 ± 5.01 | 48.20 ± 4.60 | 48.20 ± 4.60 | 73.76 ± 4.95 | 73.97 ± 6.57 | 51.21 ± 4.63 |
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 | 96.33 ± 1.56 | 80.83 ± 5.96 | 83.64 ± 3.41 | 87.89 ± 11.10 | 68.12 ± 7.91 | 74.38 ± 8.43 | 77.33 ± 10.26 | 81.45 ± 4.21 | 81.29 ± 5.46 | 65.18 ± 4.59 |
Trial | 68.74 ± 3.53 | 20.60 ± 7.26 | 0.00 ± 0.00 | 0.84 ± 1.75 | 1.92 ± 1.85 | 1.37 ± 1.45 | 1.37 ± 1.45 | 2.16 ± 1.92 | 1.78 ± 1.94 | 0.00 ± 0.00 |
Turkiye-student-evaluation | 93.92 ± 0.34 | 27.54 ± 2.76 | 0.06 ± 0.13 | 17.88 ± 2.93 | 8.37 ± 0.97 | 6.93 ± 1.10 | 6.93 ± 1.10 | 0.20 ± 0.02 | 0.14 ± 0.02 | 0.06 ± 0.13 |
Unbalanced | 95.88 ± 1.76 | 389.07 ± 168.32 | 95.69 ± 0.55 | 87.80 ± 59.75 | 47.45 ± 8.26 | 56.16 ± 18.15 | 63.68 ± 22.74 | 88.33 ± 22.73 | 82.28 ± 28.37 | 47.45 ± 8.26 |
Urbanlandcover | 80.42 ± 3.34 | 23.92 ± 10.79 | 25.59 ± 7.52 | 30.66 ± 11.82 | 93.85 ± 2.26 | 93.85 ± 2.26 | 93.85 ± 2.26 | 27.55 ± 10.22 | 27.18 ± 10.37 | 57.61 ± 16.50 |
Userknowledgemodeling | 75.33 ± 5.18 | 30.86 ± 5.69 | 11.70 ± 4.63 | 28.66 ± 14.08 | 31.26 ± 9.01 | 20.64 ± 6.01 | 20.09 ± 5.50 | 12.98 ± 4.39 | 11.14 ± 5.47 | 20.65 ± 11.01 |
Vehicle | 77.45 ± 1.66 | 75.41 ± 3.51 | 37.74 ± 5.74 | 40.51 ± 5.94 | 92.71 ± 3.38 | 91.61 ± 4.09 | 91.61 ± 4.09 | 27.03 ± 4.00 | 26.45 ± 5.37 | 64.16 ± 6.72 |
Vertebral-column-2classes | 78.84 ± 9.07 | 50.23 ± 15.73 | 47.01 ± 14.02 | 41.81 ± 11.55 | 33.18 ± 12.17 | 35.39 ± 14.25 | 34.65 ± 13.03 | 41.47 ± 9.67 | 40.32 ± 9.74 | 59.72 ± 17.53 |
Vertebral-column-3classes | 66.41 ± 4.10 | 33.87 ± 5.65 | 32.10 ± 9.04 | 34.85 ± 7.69 | 25.81 ± 9.43 | 24.27 ± 11.17 | 25.30 ± 10.73 | 31.61 ± 5.37 | 30.66 ± 5.10 | 39.75 ± 11.17 |
Veteran | 92.97 ± 1.93 | 75.26 ± 12.85 | 80.96 ± 8.67 | 95.26 ± 21.20 | 70.42 ± 1.88 | 70.42 ± 1.88 | 70.42 ± 1.88 | 93.54 ± 29.30 | 81.84 ± 28.68 | 63.59 ± 17.95 |
Vowel | 80.68 ± 1.05 | 51.58 ± 3.76 | 21.88 ± 5.27 | 1.99 ± 0.90 | 16.44 ± 2.86 | 9.78 ± 2.21 | 7.78 ± 2.28 | 12.32 ± 3.37 | 10.10 ± 2.58 | 74.78 ± 4.63 |
Wall-following | 48.03 ± 1.15 | 71.46 ± 1.43 | 0.60 ± 0.39 | 17.92 ± 1.83 | 16.60 ± 2.13 | 14.19 ± 2.39 | 13.06 ± 1.96 | 20.34 ± 2.17 | 19.91 ± 2.62 | 36.77 ± 2.15 |
Waveform-noise | 82.77 ± 0.94 | 30.52 ± 2.17 | 38.30 ± 1.82 | 39.61 ± 1.90 | 20.79 ± 2.27 | 21.93 ± 1.92 | 22.65 ± 2.12 | 24.73 ± 2.35 | 25.51 ± 2.03 | 69.42 ± 4.12 |
Waveform | 75.61 ± 0.91 | 29.23 ± 1.85 | 38.13 ± 1.95 | 34.70 ± 3.02 | 20.37 ± 2.04 | 21.51 ± 2.07 | 21.81 ± 2.15 | 24.51 ± 1.76 | 25.52 ± 1.87 | 71.20 ± 2.46 |
Wbc | 21.48 ± 3.02 | 5.64 ± 3.13 | 19.31 ± 4.17 | 10.08 ± 4.61 | 5.15 ± 3.47 | 5.15 ± 3.47 | 4.83 ± 3.81 | 9.33 ± 3.05 | 8.55 ± 4.04 | 19.64 ± 6.41 |
Wdbc | 52.63 ± 4.72 | 14.94 ± 8.88 | 15.44 ± 8.53 | 9.03 ± 3.99 | 79.67 ± 1.28 | 79.67 ± 1.28 | 79.67 ± 1.28 | 7.46 ± 3.60 | 8.46 ± 4.45 | 21.79 ± 6.79 |
Weathernominal | 99.31 ± 34.07 | 89.36 ± 34.03 | 79.58 ± 76.74 | 105.12 ± 59.86 | 55.00 ± 59.86 | 80.00 ± 82.33 | 55.00 ± 83.17 | 55.18 ± 81.59 | 55.09 ± 82.12 | 115.00 ± 97.33 |
Weathernumeric | 117.85 ± 31.20 | 94.85 ± 27.94 | 51.25 ± 72.28 | 53.86 ± 72.31 | 55.00 ± 59.86 | 100.00 ± 97.18 | 100.00 ± 97.18 | 57.19 ± 82.33 | 58.08 ± 82.85 | 115.00 ± 97.33 |
Website-phishingdata | 77.13 ± 1.04 | 37.13 ± 3.15 | 22.20 ± 3.01 | 24.98 ± 3.42 | 25.55 ± 2.26 | 24.63 ± 2.13 | 22.00 ± 3.66 | 22.88 ± 3.32 | 21.51 ± 3.94 | 32.53 ± 2.92 |
Wholesalecustomersdata | 52.14 ± 4.41 | 27.19 ± 6.34 | 30.44 ± 6.43 | 27.98 ± 10.93 | 73.76 ± 1.66 | 73.76 ± 1.66 | 73.76 ± 1.66 | 24.95 ± 5.71 | 24.87 ± 5.84 | 21.82 ± 8.40 |
Wifi-localization | 53.31 ± 0.96 | 3.08 ± 0.75 | 4.59 ± 0.68 | 2.48 ± 1.18 | 27.93 ± 3.32 | 26.07 ± 3.43 | 26.07 ± 3.43 | 3.69 ± 0.48 | 3.36 ± 0.70 | 28.00 ± 5.94 |
Wilt | 98.25 ± 1.77 | 169.09 ± 9.21 | 21.81 ± 4.42 | 50.33 ± 5.73 | 51.14 ± 1.29 | 51.14 ± 1.29 | 51.14 ± 1.29 | 26.92 ± 4.66 | 22.69 ± 3.57 | 54.17 ± 1.88 |
Wine-quality-red | 85.83 ± 2.01 | 82.11 ± 3.21 | 63.71 ± 3.92 | 55.01 ± 4.21 | 57.83 ± 3.82 | 57.24 ± 4.11 | 57.05 ± 4.14 | 77.23 ± 3.54 | 75.38 ± 3.21 | 70.46 ± 4.77 |
Wine-quality-white | 90.26 ± 0.40 | 89.15 ± 0.96 | 65.18 ± 3.20 | 51.32 ± 3.70 | 63.63 ± 3.38 | 62.36 ± 3.65 | 62.00 ± 3.90 | 82.93 ± 1.44 | 82.53 ± 1.38 | 80.28 ± 3.17 |
Wine | 52.96 ± 3.13 | 5.09 ± 7.02 | 11.00 ± 7.84 | 9.36 ± 6.11 | 1.68 ± 3.55 | 2.58 ± 4.16 | 2.58 ± 4.16 | 5.66 ± 4.98 | 5.43 ± 5.11 | 34.99 ± 14.01 |
Yamilnaduelectricty | 92.30 ± 0.69 | 100.00 ± 0.00 | 92.08 ± 0.89 | 83.42 ± 1.38 | 98.78 ± 0.58 | 98.61 ± 0.59 | 98.74 ± 0.64 | 99.98 ± 0.04 | 99.98 ± 0.05 | 97.94 ± 1.18 |
Yeast | 91.42 ± 0.61 | 67.16 ± 2.46 | 65.36 ± 4.00 | 61.75 ± 3.05 | 51.13 ± 5.26 | 51.04 ± 5.46 | 50.87 ± 5.80 | 65.48 ± 2.40 | 65.15 ± 2.53 | 77.12 ± 4.38 |
Youtobe-kabita-preprocessing | 92.32 ± 0.36 | 86.08 ± 0.85 | 83.77 ± 1.30 | 83.17 ± 1.38 | 73.12 ± 2.76 | 74.40 ± 2.56 | 75.21 ± 2.46 | 87.94 ± 0.65 | 87.78 ± 0.65 | 78.90 ± 2.34 |
Youtobe-nisha-preprocessing | 91.64 ± 0.26 | 85.67 ± 0.84 | 81.03 ± 0.87 | 80.28 ± 1.97 | 69.48 ± 2.48 | 70.90 ± 2.45 | 71.38 ± 2.60 | 86.17 ± 0.67 | 86.08 ± 0.95 | 80.24 ± 1.53 |
Z-alizadehsani | 95.90 ± 1.24 | 48.74 ± 14.11 | 57.45 ± 18.02 | 53.44 ± 16.65 | 69.98 ± 2.67 | 69.98 ± 2.67 | 69.98 ± 2.67 | 42.10 ± 17.85 | 43.58 ± 15.44 | 71.56 ± 12.76 |
Zoo | 65.90 ± 3.25 | 5.23 ± 8.36 | 10.06 ± 11.09 | 8.68 ± 6.54 | 7.54 ± 10.51 | 7.54 ± 10.51 | 7.54 ± 10.51 | 8.97 ± 7.18 | 7.92 ± 7.07 | 34.76 ± 13.50 |
Average rae (rank) | 79.08 (10) | 60.74 (9) | 44.76 (3) | 45.24 (4) | 49.04 (7) | 47.95 (6) | 47.48 (5) | 43.61 (2) | 43.27 (1) | 56.74 (8) |
Average rae std (rank) | 3.21 (1) | 10.91 (7) | 9.45 (5) | 11.66 (9) | 7.55 (2) | 8.53 (3) | 8.75 (4) | 10.86 (6) | 11.51 (8) | 11.75 (10) |
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