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Dataset | RN | NB | J48 | KNN | SVM1 | SVM2 | SVM3 | ANN1 | ANN2 | OneR |
|
Abalone | 58.87 ± 2.79 | 57.65 ± 2.04 | 60.69 ± 1.97 | 57.94 ± 2.50 | 66.63 ± 2.47 | 66.98 ± 2.36 | 66.94 ± 2.25 | 65.55 ± 3.38 | 65.62 ± 4.13 | 60.95 ± 1.79 |
Absenteeism-at-work | 98.92 ± 1.53 | 86.08 ± 3.61 | 99.73 ± 0.57 | 83.65 ± 2.88 | 84.73 ± 2.99 | 84.73 ± 2.99 | 84.73 ± 2.99 | 97.70 ± 1.11 | 96.89 ± 2.21 | 95.27 ± 1.72 |
Acute-inflammation | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 79.17 ± 8.10 |
Acute-nephritis | 100.00 ± 0.00 | 95.00 ± 7.03 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 91.67 ± 7.86 |
Adult | 76.04 ± 0.06 | 80.41 ± 2.49 | 81.76 ± 3.29 | 78.38 ± 3.59 | 83.29 ± 4.11 | 83.41 ± 4.15 | 83.35 ± 4.29 | 80.71 ± 3.27 | 80.10 ± 3.07 | 80.34 ± 1.30 |
Aggregation | 84.64 ± 5.38 | 99.87 ± 0.40 | 99.62 ± 0.61 | 99.87 ± 0.41 | 99.87 ± 0.41 | 99.75 ± 0.54 | 99.75 ± 0.54 | 99.24 ± 0.89 | 99.24 ± 1.07 | 59.64 ± 2.89 |
Algerianforest | 89.35 ± 7.86 | 94.67 ± 4.73 | 95.50 ± 4.53 | 88.10 ± 6.70 | 58.85 ± 1.69 | 61.73 ± 4.28 | 61.73 ± 4.28 | 95.92 ± 3.85 | 96.75 ± 4.58 | 97.15 ± 4.75 |
Annealing | 76.19 ± 0.13 | 70.43 ± 4.45 | 96.50 ± 2.27 | 89.35 ± 2.13 | 88.98 ± 3.15 | 91.48 ± 2.54 | 92.11 ± 2.12 | 91.11 ± 3.57 | 90.86 ± 3.39 | 83.71 ± 0.09 |
Arrhythmia | 54.20 ± 1.02 | 60.85 ± 7.44 | 64.38 ± 7.08 | 53.55 ± 3.26 | 61.72 ± 2.57 | 65.49 ± 3.47 | 64.60 ± 4.20 | 66.38 ± 5.17 | 56.26 ± 13.10 | 59.51 ± 2.65 |
Au1-1000 | 74.10 ± 0.32 | 72.80 ± 1.40 | 77.90 ± 4.43 | 66.70 ± 4.72 | 74.10 ± 0.32 | 74.10 ± 0.32 | 74.40 ± 0.84 | 68.80 ± 3.79 | 71.00 ± 3.68 | 74.10 ± 0.32 |
Au4-2500 | 62.60 ± 6.11 | 57.30 ± 4.30 | 72.40 ± 5.74 | 63.60 ± 4.35 | 61.50 ± 2.68 | 61.50 ± 2.68 | 61.50 ± 2.68 | 64.70 ± 4.88 | 64.90 ± 4.89 | 53.60 ± 4.27 |
Au6-1000 | 23.70 ± 1.34 | 18.70 ± 2.95 | 19.40 ± 4.03 | 13.40 ± 3.78 | 24.00 ± 0.00 | 24.00 ± 0.00 | 24.00 ± 0.00 | 14.60 ± 3.20 | 13.30 ± 4.14 | 24.30 ± 2.21 |
Au6-250-drift-au6-cd1-500 | 22.13 ± 2.45 | 20.40 ± 4.75 | 19.33 ± 4.37 | 16.27 ± 4.25 | 22.00 ± 0.70 | 22.00 ± 0.70 | 22.00 ± 0.70 | 14.93 ± 2.80 | 15.73 ± 3.31 | 24.53 ± 3.45 |
Au6-cd1-400 | 28.75 ± 6.69 | 25.75 ± 6.35 | 37.00 ± 6.85 | 17.75 ± 7.95 | 27.75 ± 0.79 | 27.75 ± 0.79 | 27.75 ± 0.79 | 21.00 ± 6.26 | 20.00 ± 6.01 | 31.75 ± 6.57 |
Au7-300-drift-au7-cpd1-800 | 28.64 ± 4.12 | 34.18 ± 3.72 | 37.91 ± 4.35 | 32.00 ± 4.26 | 28.36 ± 1.65 | 27.64 ± 1.93 | 27.64 ± 1.93 | 33.45 ± 3.58 | 35.36 ± 4.30 | 24.91 ± 3.10 |
Au7-700 | 41.00 ± 6.32 | 42.00 ± 5.35 | 52.29 ± 4.00 | 35.57 ± 5.57 | 37.29 ± 2.89 | 36.43 ± 2.36 | 36.43 ± 2.36 | 41.29 ± 5.24 | 43.57 ± 3.76 | 44.71 ± 3.81 |
Au7-cpd1-500 | 39.40 ± 2.50 | 38.20 ± 5.92 | 53.40 ± 4.62 | 37.80 ± 5.69 | 38.20 ± 1.14 | 38.60 ± 1.65 | 38.60 ± 1.65 | 39.40 ± 6.40 | 38.00 ± 5.66 | 40.20 ± 4.85 |
Audiology-std | 28.07 ± 4.62 | 73.04 ± 10.91 | 76.05 ± 7.46 | 74.18 ± 11.92 | 63.14 ± 7.94 | 67.81 ± 10.16 | 70.75 ± 8.33 | 84.15 ± 6.29 | 83.01 ± 4.43 | 47.39 ± 2.12 |
Audit-risk | 90.72 ± 3.88 | 94.59 ± 1.98 | 99.87 ± 0.41 | 97.81 ± 1.22 | 98.45 ± 1.33 | 98.71 ± 1.35 | 98.84 ± 1.41 | 96.91 ± 2.72 | 96.78 ± 2.72 | 100.00 ± 0.00 |
Autism-adolescent-data | 80.82 ± 7.86 | 98.00 ± 4.22 | 100.00 ± 0.00 | 90.45 ± 6.39 | 96.18 ± 4.94 | 95.27 ± 4.99 | 96.18 ± 4.94 | 89.45 ± 10.34 | 89.45 ± 10.34 | 100.00 ± 0.00 |
Autism-adult-data | 83.94 ± 3.42 | 97.01 ± 2.64 | 100.00 ± 0.00 | 94.89 ± 3.84 | 99.29 ± 1.00 | 99.57 ± 0.96 | 99.43 ± 1.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 |
Autism-child-data | 91.75 ± 5.20 | 98.97 ± 1.67 | 100.00 ± 0.00 | 88.34 ± 3.74 | 99.66 ± 1.09 | 100.00 ± 0.00 | 100.00 ± 0.00 | 99.66 ± 1.09 | 99.66 ± 1.09 | 100.00 ± 0.00 |
Autos | 71.67 ± 10.00 | 56.62 ± 12.80 | 82.88 ± 7.79 | 76.43 ± 10.04 | 34.64 ± 4.34 | 35.62 ± 5.21 | 35.62 ± 5.21 | 77.00 ± 6.32 | 77.02 ± 4.82 | 62.36 ± 9.87 |
Avila | 97.20 ± 0.76 | 27.16 ± 2.24 | 94.01 ± 1.24 | 75.60 ± 2.71 | 67.76 ± 2.13 | 69.94 ± 1.87 | 71.38 ± 2.31 | 61.72 ± 1.71 | 61.98 ± 3.05 | 71.45 ± 2.52 |
Balance-scale | 79.67 ± 2.45 | 90.39 ± 1.72 | 76.65 ± 3.77 | 80.97 ± 4.45 | 90.40 ± 1.53 | 92.80 ± 0.86 | 93.60 ± 1.32 | 90.70 ± 3.79 | 91.02 ± 3.75 | 56.33 ± 4.39 |
Balloons | 65.00 ± 41.16 | 60.00 ± 31.62 | 65.00 ± 33.75 | 75.00 ± 35.36 | 70.00 ± 34.96 | 80.00 ± 34.96 | 80.00 ± 34.96 | 75.00 ± 26.35 | 75.00 ± 26.35 | 45.00 ± 36.89 |
Bank | 88.48 ± 0.06 | 83.70 ± 1.10 | 88.79 ± 1.14 | 86.09 ± 1.35 | 89.54 ± 0.61 | 89.69 ± 0.56 | 89.83 ± 1.06 | 88.59 ± 0.89 | 88.39 ± 1.65 | 88.56 ± 0.62 |
Blood | 76.88 ± 1.34 | 74.47 ± 2.97 | 77.81 ± 3.77 | 69.91 ± 4.27 | 78.48 ± 2.09 | 79.01 ± 1.54 | 78.48 ± 1.44 | 78.21 ± 2.47 | 78.48 ± 2.80 | 76.34 ± 1.66 |
Breast-cancer-wisc-diag | 93.68 ± 3.71 | 92.98 ± 4.30 | 93.33 ± 3.94 | 95.96 ± 1.87 | 97.54 ± 2.22 | 97.89 ± 1.99 | 98.24 ± 1.17 | 96.13 ± 2.00 | 96.48 ± 2.04 | 89.11 ± 4.11 |
Breast-cancer-wisc-prog | 76.29 ± 2.10 | 67.66 ± 11.40 | 74.24 ± 7.29 | 72.79 ± 9.05 | 79.32 ± 6.01 | 78.26 ± 8.95 | 77.79 ± 9.57 | 73.79 ± 10.91 | 74.26 ± 13.10 | 70.11 ± 7.77 |
Breast-cancer-wisc | 96.13 ± 2.44 | 95.85 ± 1.72 | 93.85 ± 3.16 | 95.56 ± 2.97 | 97.14 ± 1.91 | 96.99 ± 1.96 | 96.71 ± 1.91 | 94.85 ± 3.76 | 95.57 ± 2.07 | 92.71 ± 4.54 |
Breast-cancer | 70.64 ± 1.49 | 72.03 ± 5.96 | 71.71 ± 4.22 | 70.28 ± 7.73 | 73.83 ± 5.25 | 73.13 ± 5.47 | 72.07 ± 5.25 | 72.45 ± 6.54 | 68.90 ± 2.76 | 70.32 ± 5.22 |
Breast-tissue | 68.00 ± 13.75 | 66.36 ± 14.92 | 66.45 ± 15.65 | 71.64 ± 13.94 | 58.36 ± 14.47 | 67.82 ± 16.52 | 69.82 ± 16.67 | 64.09 ± 8.98 | 63.18 ± 15.76 | 54.55 ± 9.71 |
Bupa | 67.55 ± 5.03 | 57.17 ± 8.53 | 62.87 ± 9.01 | 61.75 ± 4.95 | 58.86 ± 2.27 | 59.15 ± 2.45 | 59.15 ± 2.45 | 66.66 ± 7.58 | 69.29 ± 6.28 | 54.24 ± 7.87 |
Caesarian | 73.75 ± 13.76 | 65.00 ± 21.08 | 57.50 ± 17.87 | 61.25 ± 18.11 | 55.00 ± 6.45 | 62.50 ± 11.79 | 58.75 ± 16.72 | 56.25 ± 19.76 | 56.25 ± 20.62 | 48.75 ± 18.11 |
Car | 70.02 ± 0.17 | 84.32 ± 3.29 | 97.57 ± 1.01 | 96.59 ± 1.17 | 97.40 ± 1.13 | 98.09 ± 1.16 | 98.32 ± 0.96 | 93.23 ± 1.59 | 93.46 ± 1.71 | 70.02 ± 0.17 |
Cardiotocography-10classes | 66.65 ± 2.68 | 70.93 ± 2.91 | 83.35 ± 2.43 | 78.65 ± 2.97 | 81.23 ± 2.09 | 82.41 ± 2.56 | 83.11 ± 2.07 | 82.92 ± 3.08 | 81.42 ± 3.06 | 47.60 ± 2.30 |
Cardiotocography-3classes | 77.89 ± 0.23 | 82.08 ± 3.32 | 92.90 ± 2.51 | 92.05 ± 1.78 | 91.06 ± 1.93 | 92.05 ± 2.09 | 92.19 ± 1.75 | 92.19 ± 1.02 | 92.29 ± 2.33 | 81.42 ± 3.18 |
Cervical-cancer | 76.61 ± 8.44 | 90.36 ± 8.92 | 84.64 ± 13.89 | 88.75 ± 11.23 | 70.89 ± 3.16 | 73.75 ± 7.05 | 73.75 ± 7.05 | 92.86 ± 10.10 | 92.86 ± 10.10 | 77.86 ± 9.07 |
Chemicalcomposionofceramic | 100.00 ± 0.00 | 100.00 ± 0.00 | 98.75 ± 3.95 | 100.00 ± 0.00 | 45.56 ± 2.34 | 45.56 ± 2.34 | 45.56 ± 2.34 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 |
Chess-krvk | 27.84 ± 2.04 | 30.87 ± 2.03 | 51.87 ± 3.06 | 49.95 ± 3.30 | 46.02 ± 2.60 | 48.24 ± 2.24 | 49.77 ± 2.93 | 45.42 ± 2.55 | 43.89 ± 2.12 | 25.63 ± 2.11 |
Chess-krvkp | 76.85 ± 1.29 | 85.54 ± 1.84 | 99.31 ± 0.51 | 95.28 ± 1.31 | 98.69 ± 0.91 | 99.19 ± 0.63 | 99.19 ± 0.53 | 99.19 ± 0.71 | 99.22 ± 0.69 | 66.46 ± 1.44 |
Congressional-voting | 61.15 ± 1.12 | 57.67 ± 7.26 | 59.10 ± 3.13 | 59.56 ± 6.13 | 61.61 ± 4.05 | 61.14 ± 5.31 | 60.69 ± 5.89 | 59.75 ± 4.88 | 59.55 ± 5.00 | 62.98 ± 2.68 |
Conn-bench-sonar-mines-rocks | 77.02 ± 7.19 | 68.36 ± 9.61 | 71.17 ± 7.10 | 86.57 ± 7.01 | 84.17 ± 7.06 | 87.02 ± 7.79 | 88.48 ± 7.85 | 80.81 ± 10.93 | 82.21 ± 8.70 | 63.45 ± 10.50 |
Conn-bench-vowel-deterding | 75.57 ± 2.69 | 65.51 ± 5.57 | 79.54 ± 6.12 | 99.25 ± 1.32 | 94.13 ± 1.89 | 97.54 ± 1.79 | 98.49 ± 1.49 | 84.65 ± 2.64 | 82.76 ± 3.38 | 35.41 ± 4.94 |
Connect-4 | 74.53 ± 0.04 | 68.32 ± 2.04 | 79.98 ± 2.16 | 71.37 ± 2.71 | 74.39 ± 0.25 | 76.01 ± 0.95 | 77.17 ± 1.74 | 74.21 ± 2.00 | 75.93 ± 1.58 | 74.47 ± 0.14 |
Connectionist | 78.69 ± 8.23 | 67.26 ± 11.21 | 74.33 ± 7.93 | 87.05 ± 5.86 | 61.40 ± 8.51 | 69.74 ± 11.51 | 72.67 ± 12.19 | 83.52 ± 9.07 | 83.55 ± 8.38 | 62.86 ± 6.95 |
Contrac | 48.00 ± 3.06 | 48.89 ± 5.47 | 53.36 ± 3.41 | 43.25 ± 3.34 | 54.51 ± 2.22 | 54.38 ± 3.54 | 53.77 ± 3.87 | 54.51 ± 3.33 | 55.74 ± 3.31 | 48.00 ± 2.03 |
Covid-19 | 75.00 ± 35.36 | 60.00 ± 45.95 | 70.00 ± 42.16 | 60.00 ± 45.95 | 60.00 ± 39.44 | 55.00 ± 43.78 | 65.00 ± 41.16 | 65.00 ± 41.16 | 65.00 ± 41.16 | 80.00 ± 34.96 |
Credit-approval | 82.03 ± 4.44 | 76.96 ± 3.83 | 84.93 ± 3.82 | 82.17 ± 5.64 | 85.36 ± 5.44 | 85.07 ± 4.83 | 84.64 ± 4.59 | 85.22 ± 2.72 | 84.20 ± 4.07 | 85.51 ± 4.48 |
Crowdsource | 75.77 ± 1.42 | 81.41 ± 2.63 | 88.81 ± 1.49 | 95.31 ± 0.96 | 75.34 ± 1.06 | 75.34 ± 1.06 | 75.34 ± 1.06 | 92.60 ± 1.88 | 92.46 ± 2.22 | 78.52 ± 2.22 |
Crx | 83.48 ± 4.89 | 77.68 ± 3.15 | 86.09 ± 3.75 | 81.16 ± 4.83 | 55.80 ± 3.57 | 56.52 ± 4.27 | 57.83 ± 5.13 | 83.04 ± 4.21 | 83.77 ± 2.88 | 85.51 ± 4.48 |
Cryother | 90.00 ± 13.30 | 83.33 ± 15.93 | 93.33 ± 7.77 | 90.00 ± 8.20 | 82.22 ± 13.04 | 83.33 ± 13.09 | 83.33 ± 13.09 | 87.78 ± 9.73 | 86.67 ± 8.76 | 81.11 ± 10.54 |
Cylinder-bands | 66.22 ± 3.19 | 67.59 ± 5.79 | 72.28 ± 6.11 | 69.16 ± 7.22 | 75.78 ± 3.85 | 79.09 ± 4.40 | 81.24 ± 3.14 | 73.05 ± 5.28 | 74.03 ± 5.50 | 66.61 ± 4.29 |
Dbworld-bodies | 57.38 ± 9.15 | 75.48 ± 15.43 | 80.00 ± 16.81 | 59.29 ± 10.50 | 54.52 ± 5.55 | 54.52 ± 5.55 | 63.81 ± 12.69 | / | / | 86.43 ± 13.28 |
Dbworld-bodies-stemmed | 57.38 ± 9.15 | 76.90 ± 12.45 | 86.67 ± 14.29 | 64.05 ± 14.74 | 54.52 ± 5.55 | 59.05 ± 9.17 | 73.81 ± 13.23 | / | / | 74.29 ± 20.32 |
Dbworld-sub jects | 54.52 ± 5.55 | 89.52 ± 9.93 | 72.62 ± 12.15 | 80.24 ± 13.79 | 54.52 ± 5.55 | 54.52 ± 5.55 | 54.52 ± 5.55 | 89.52 ± 13.76 | 87.86 ± 15.49 | 62.62 ± 12.35 |
Dbworld-sub jects-stemmed | 54.52 ± 5.55 | 86.43 ± 13.28 | 75.71 ± 17.45 | 83.33 ± 10.47 | 54.52 ± 5.55 | 54.52 ± 5.55 | 54.52 ± 5.55 | 87.62 ± 12.28 | 86.19 ± 11.49 | 60.95 ± 10.18 |
Dermatology | 85.53 ± 4.82 | 97.54 ± 2.71 | 96.47 ± 3.38 | 95.35 ± 4.26 | 97.55 ± 2.37 | 97.83 ± 2.49 | 97.83 ± 2.79 | 98.36 ± 1.41 | 97.82 ± 1.71 | 49.73 ± 2.45 |
Diabetes | 72.52 ± 4.14 | 76.31 ± 5.52 | 73.83 ± 5.66 | 70.17 ± 4.69 | 65.11 ± 0.36 | 65.11 ± 0.36 | 65.11 ± 0.36 | 75.40 ± 4.66 | 75.39 ± 4.38 | 71.48 ± 5.15 |
Diabetic | 64.38 ± 4.52 | 56.82 ± 2.20 | 64.38 ± 4.58 | 61.33 ± 4.75 | 58.21 ± 4.78 | 59.43 ± 6.01 | 59.52 ± 5.71 | 72.03 ± 6.10 | 72.46 ± 5.82 | 53.26 ± 5.68 |
Divorce | 97.65 ± 3.04 | 97.65 ± 3.04 | 95.29 ± 5.41 | 97.65 ± 3.04 | 97.65 ± 3.04 | 97.65 ± 3.04 | 97.65 ± 3.04 | 97.65 ± 3.04 | 97.65 ± 3.04 | 95.29 ± 5.41 |
Dota2train | 52.70 ± 0.36 | 54.22 ± 3.46 | 54.12 ± 5.39 | 54.43 ± 4.15 | 52.70 ± 0.36 | 53.66 ± 3.61 | 52.59 ± 3.29 | 50.44 ± 3.50 | 52.60 ± 2.22 | 55.39 ± 3.63 |
Dow-jones-index | 65.43 ± 4.15 | 50.34 ± 5.13 | 72.50 ± 4.09 | 54.61 ± 6.36 | 52.07 ± 0.22 | 52.07 ± 0.22 | 52.07 ± 0.22 | 54.60 ± 5.95 | 55.02 ± 4.73 | 56.48 ± 3.08 |
Dry-bean-dataset | 93.30 ± 1.51 | 90.24 ± 1.50 | 93.06 ± 1.13 | 94.62 ± 1.12 | 61.52 ± 2.72 | 61.52 ± 2.72 | 61.52 ± 2.72 | 92.53 ± 1.66 | 92.65 ± 1.55 | 68.55 ± 1.91 |
Early-stage-diabetes-data-upload | 84.04 ± 7.08 | 87.12 ± 3.01 | 95.96 ± 2.79 | 98.08 ± 2.22 | 94.23 ± 4.15 | 94.81 ± 4.06 | 95.38 ± 3.76 | 96.35 ± 2.93 | 96.15 ± 3.27 | 82.31 ± 4.33 |
Echocardiogram | 68.68 ± 7.71 | 79.34 ± 10.97 | 78.57 ± 11.42 | 74.01 ± 13.23 | 81.65 ± 8.32 | 80.82 ± 11.09 | 80.82 ± 11.09 | 77.14 ± 12.43 | 77.86 ± 13.30 | 85.49 ± 6.73 |
Ecoli | 71.76 ± 4.25 | 86.89 ± 5.32 | 83.93 ± 7.54 | 80.37 ± 6.38 | 86.59 ± 4.56 | 86.59 ± 4.33 | 87.18 ± 3.51 | 86.00 ± 5.28 | 84.82 ± 3.82 | 66.97 ± 6.83 |
Eegeyesate | 67.94 ± 1.22 | 46.77 ± 3.26 | 84.50 ± 1.09 | 83.65 ± 2.03 | 55.12 ± 0.03 | 55.16 ± 0.06 | 55.16 ± 0.06 | 54.81 ± 3.76 | 55.07 ± 3.68 | 62.60 ± 1.18 |
Electrical | 84.91 ± 7.28 | 97.46 ± 4.66 | 100.00 ± 0.00 | 91.32 ± 7.32 | 82.67 ± 7.52 | 82.67 ± 6.51 | 83.63 ± 6.21 | 98.71 ± 1.67 | 98.40 ± 1.69 | 99.68 ± 1.02 |
Energy-y1 | 81.25 ± 1.04 | 81.77 ± 3.33 | 97.53 ± 1.29 | 75.79 ± 4.02 | 88.67 ± 1.39 | 89.84 ± 1.60 | 89.84 ± 2.80 | 88.94 ± 1.74 | 88.02 ± 1.82 | 84.50 ± 1.89 |
Energy-y2 | 89.84 ± 3.06 | 82.82 ± 3.31 | 90.23 ± 2.77 | 76.31 ± 3.34 | 89.72 ± 2.06 | 90.76 ± 1.55 | 91.28 ± 1.50 | 91.01 ± 2.35 | 91.27 ± 2.82 | 88.41 ± 3.09 |
Extentionofz-alizadehsani | 71.29 ± 1.47 | 93.40 ± 3.49 | 99.68 ± 1.02 | 90.45 ± 5.19 | 71.29 ± 1.47 | 71.29 ± 1.47 | 71.29 ± 1.47 | 98.03 ± 2.31 | 98.03 ± 2.31 | 86.49 ± 4.71 |
Fertility | 88.00 ± 4.22 | 88.00 ± 4.22 | 85.00 ± 7.07 | 83.00 ± 11.60 | 88.00 ± 4.22 | 89.00 ± 5.68 | 89.00 ± 7.38 | 90.00 ± 9.43 | 88.00 ± 13.17 | 88.00 ± 4.22 |
First-order | 90.45 ± 0.33 | 31.39 ± 3.84 | 100.00 ± 0.00 | 99.41 ± 0.48 | 90.45 ± 0.33 | 95.49 ± 1.46 | 97.97 ± 1.09 | 99.87 ± 0.41 | 99.87 ± 0.41 | 90.78 ± 1.71 |
Flags | 47.97 ± 10.07 | 46.34 ± 7.61 | 60.95 ± 8.09 | 45.00 ± 8.94 | 52.61 ± 9.41 | 54.24 ± 10.31 | 53.24 ± 13.18 | 46.50 ± 12.51 | 49.00 ± 11.93 | 57.26 ± 7.25 |
Foresttypes | 93.95 ± 4.58 | 94.92 ± 4.16 | 94.97 ± 5.77 | 95.45 ± 3.70 | 30.32 ± 2.45 | 32.34 ± 3.64 | 32.34 ± 3.64 | 96.92 ± 3.63 | 96.92 ± 3.63 | 82.26 ± 8.50 |
Garments-worker-productivity | 44.44 ± 2.46 | 26.06 ± 2.62 | 47.04 ± 6.19 | 26.15 ± 3.50 | 35.50 ± 2.90 | 36.08 ± 2.91 | 36.84 ± 2.47 | 41.19 ± 5.54 | 41.11 ± 4.41 | 32.41 ± 3.71 |
Gender-name-dataset | 60.24 ± 1.53 | 58.30 ± 6.51 | 60.23 ± 0.15 | 63.60 ± 1.70 | 64.19 ± 1.38 | 64.28 ± 2.02 | 64.34 ± 1.81 | 60.32 ± 0.10 | 58.26 ± 6.52 | 60.58 ± 1.04 |
Gesture-a1-raw | 89.18 ± 2.11 | 74.13 ± 2.78 | 91.47 ± 2.11 | 96.34 ± 1.12 | 39.95 ± 0.30 | 39.95 ± 0.30 | 39.95 ± 0.30 | 91.53 ± 2.23 | 91.36 ± 1.41 | 96.74 ± 1.35 |
Gesture-a1-va3 | 68.10 ± 2.47 | 59.27 ± 3.52 | 66.16 ± 4.66 | 74.12 ± 2.76 | 39.82 ± 0.22 | 39.82 ± 0.22 | 39.82 ± 0.22 | 70.97 ± 1.66 | 70.57 ± 2.31 | 61.56 ± 2.06 |
Gesture-a2-raw | 88.45 ± 1.91 | 68.67 ± 3.16 | 89.25 ± 3.08 | 94.63 ± 3.04 | 39.00 ± 0.27 | 39.00 ± 0.27 | 39.00 ± 0.27 | 89.48 ± 1.89 | 89.72 ± 2.25 | 94.70 ± 2.62 |
Gesture-a2-va3 | 61.98 ± 2.79 | 43.97 ± 8.73 | 57.06 ± 2.60 | 67.70 ± 4.13 | 38.81 ± 0.25 | 38.81 ± 0.25 | 38.81 ± 0.25 | 62.30 ± 3.43 | 61.35 ± 4.32 | 53.97 ± 4.10 |
Gesture-a3-raw | 90.68 ± 1.99 | 61.45 ± 3.87 | 92.97 ± 1.22 | 96.29 ± 0.99 | 36.10 ± 0.24 | 36.10 ± 0.24 | 36.10 ± 0.24 | 89.53 ± 1.45 | 88.77 ± 2.50 | 95.31 ± 1.16 |
Gesture-a3-va3 | 60.38 ± 2.32 | 50.22 ± 2.53 | 75.96 ± 3.14 | 89.89 ± 1.77 | 35.96 ± 0.23 | 35.96 ± 0.23 | 35.96 ± 0.23 | 65.46 ± 3.50 | 66.45 ± 2.70 | 50.93 ± 2.39 |
Gesture-b1-raw | 91.52 ± 2.94 | 48.56 ± 4.91 | 92.73 ± 2.78 | 94.87 ± 2.87 | 38.68 ± 0.65 | 38.86 ± 0.79 | 38.86 ± 0.79 | 87.51 ± 4.31 | 89.38 ± 1.98 | 91.42 ± 2.24 |
Gesture-b1-va3 | 61.19 ± 5.74 | 34.80 ± 7.18 | 69.88 ± 4.24 | 90.56 ± 2.69 | 38.54 ± 0.39 | 38.54 ± 0.39 | 38.54 ± 0.39 | 61.84 ± 3.40 | 63.70 ± 4.83 | 42.57 ± 4.35 |
Gesture-b3-raw | 89.40 ± 2.92 | 57.65 ± 4.22 | 91.08 ± 3.43 | 95.51 ± 0.88 | 33.08 ± 0.34 | 33.08 ± 0.34 | 33.08 ± 0.34 | 88.41 ± 4.10 | 87.64 ± 3.40 | 95.36 ± 2.35 |
Gesture-b3-va3 | 46.20 ± 3.58 | 43.66 ± 3.96 | 57.39 ± 3.97 | 78.03 ± 2.93 | 33.03 ± 0.22 | 33.03 ± 0.22 | 33.03 ± 0.22 | 58.10 ± 5.47 | 55.92 ± 5.05 | 40.07 ± 5.49 |
Gesture-c1-raw | 86.41 ± 3.53 | 63.64 ± 2.59 | 89.29 ± 2.26 | 94.33 ± 1.68 | 25.74 ± 0.45 | 25.74 ± 0.45 | 25.74 ± 0.45 | 87.58 ± 3.36 | 87.13 ± 3.58 | 93.79 ± 2.60 |
Gesture-c1-va3 | 52.84 ± 4.08 | 50.50 ± 3.89 | 57.81 ± 3.46 | 70.37 ± 3.45 | 25.47 ± 0.36 | 25.47 ± 0.36 | 25.47 ± 0.36 | 64.23 ± 3.13 | 62.51 ± 4.15 | 41.46 ± 4.63 |
Gesture-c3-raw | 88.26 ± 2.66 | 60.08 ± 5.35 | 87.77 ± 3.54 | 93.02 ± 2.33 | 27.00 ± 0.22 | 27.00 ± 0.22 | 27.00 ± 0.22 | 85.91 ± 3.16 | 83.70 ± 2.24 | 94.34 ± 1.34 |
Gesture-c3-va3 | 48.13 ± 3.44 | 45.50 ± 2.38 | 54.91 ± 4.00 | 62.39 ± 4.71 | 26.94 ± 0.21 | 26.94 ± 0.21 | 26.94 ± 0.21 | 57.41 ± 4.08 | 56.10 ± 5.72 | 42.59 ± 2.76 |
Glass | 65.80 ± 11.01 | 52.27 ± 9.05 | 67.29 ± 8.50 | 70.52 ± 8.94 | 72.88 ± 6.56 | 71.90 ± 8.50 | 70.97 ± 8.39 | 67.25 ± 9.72 | 68.20 ± 5.31 | 57.08 ± 8.98 |
Go-track-tracks | 83.60 ± 10.36 | 82.87 ± 4.54 | 87.68 ± 7.71 | 90.92 ± 8.57 | 72.02 ± 12.71 | 71.99 ± 11.53 | 71.99 ± 11.53 | 84.12 ± 10.34 | 84.74 ± 8.99 | 75.55 ± 13.56 |
Haberman-survival | 73.51 ± 3.08 | 75.13 ± 4.07 | 71.86 ± 4.08 | 67.68 ± 6.29 | 72.55 ± 4.65 | 71.25 ± 2.91 | 71.25 ± 2.91 | 72.85 ± 6.08 | 73.85 ± 6.62 | 72.88 ± 3.00 |
Hayes-roth | 65.88 ± 10.45 | 74.84 ± 13.29 | 80.27 ± 6.51 | 81.04 ± 6.53 | 86.32 ± 7.10 | 81.04 ± 6.53 | 80.27 ± 6.51 | 71.04 ± 13.20 | 70.27 ± 13.54 | 43.96 ± 5.89 |
Hcc-data | 63.68 ± 4.52 | 68.97 ± 8.63 | 60.70 ± 7.64 | 63.64 ± 8.02 | 61.84 ± 2.26 | 61.84 ± 2.26 | 61.84 ± 2.26 | 64.45 ± 14.82 | 64.41 ± 10.82 | 69.15 ± 11.07 |
Hcvdat | 87.48 ± 1.05 | 91.71 ± 3.64 | 92.04 ± 2.21 | 90.57 ± 1.48 | 86.67 ± 0.63 | 86.67 ± 0.63 | 86.67 ± 0.63 | 93.00 ± 2.81 | 92.35 ± 3.00 | 88.62 ± 1.84 |
Heart-cleveland | 54.15 ± 2.28 | 55.84 ± 10.42 | 52.55 ± 8.31 | 54.77 ± 6.51 | 57.51 ± 8.53 | 58.83 ± 9.07 | 57.53 ± 9.58 | 54.17 ± 6.97 | 54.49 ± 6.43 | 52.54 ± 7.34 |
Heart-hungarian | 80.33 ± 7.12 | 80.97 ± 8.06 | 78.61 ± 6.72 | 77.55 ± 8.10 | 81.72 ± 7.63 | 82.38 ± 6.37 | 83.05 ± 6.50 | 77.86 ± 8.83 | 77.83 ± 7.95 | 78.98 ± 9.41 |
Heart-switzerland | 43.78 ± 8.82 | 41.47 ± 11.31 | 41.41 ± 11.01 | 32.69 ± 14.13 | 39.04 ± 6.31 | 39.81 ± 5.62 | 41.54 ± 6.48 | 43.97 ± 14.45 | 44.68 ± 11.91 | 32.31 ± 12.00 |
Heart-va | 29.00 ± 9.37 | 33.00 ± 10.06 | 33.00 ± 6.32 | 35.00 ± 7.82 | 34.50 ± 9.56 | 32.00 ± 8.56 | 30.00 ± 9.43 | 29.50 ± 10.39 | 28.50 ± 10.55 | 27.50 ± 9.79 |
Heart-failure-clinical-records-dataset | 69.23 ± 2.10 | 76.94 ± 6.31 | 80.61 ± 5.13 | 65.54 ± 6.74 | 67.90 ± 1.62 | 67.90 ± 1.62 | 67.90 ± 1.62 | 73.56 ± 4.93 | 77.30 ± 9.22 | 85.61 ± 6.32 |
Hepatitis | 79.37 ± 2.38 | 83.79 ± 8.93 | 79.96 ± 8.81 | 82.50 ± 5.54 | 83.17 ± 6.33 | 84.38 ± 9.31 | 84.38 ± 9.31 | 81.96 ± 9.33 | 78.75 ± 11.39 | 74.17 ± 6.82 |
Hill-valley | 49.82 ± 5.84 | 48.67 ± 2.58 | 50.33 ± 1.11 | 51.81 ± 3.48 | 52.16 ± 6.58 | 52.15 ± 7.44 | 53.14 ± 6.99 | 56.14 ± 7.60 | 53.14 ± 2.72 | 47.51 ± 4.93 |
Hiv1625data | 93.54 ± 1.84 | 93.72 ± 1.70 | 90.95 ± 2.44 | 92.06 ± 1.96 | 92.18 ± 2.00 | 93.41 ± 2.12 | 93.72 ± 2.33 | 95.26 ± 2.08 | 93.60 ± 2.31 | 79.32 ± 1.71 |
Hiv746data | 92.37 ± 3.22 | 90.89 ± 3.68 | 82.58 ± 4.76 | 86.74 ± 3.36 | 89.55 ± 3.71 | 90.89 ± 2.80 | 91.03 ± 3.27 | 92.50 ± 2.51 | 92.50 ± 3.26 | 80.97 ± 4.35 |
Horse-colic | 74.00 ± 3.06 | 72.67 ± 5.62 | 87.00 ± 5.08 | 76.67 ± 7.54 | 83.67 ± 4.83 | 84.67 ± 5.26 | 85.00 ± 5.72 | 79.33 ± 6.05 | 79.67 ± 7.93 | 82.33 ± 5.45 |
Htru | 97.06 ± 0.49 | 94.50 ± 0.50 | 97.84 ± 0.51 | 97.14 ± 0.38 | 91.14 ± 0.14 | 91.48 ± 0.19 | 91.38 ± 0.18 | 97.97 ± 0.40 | 97.95 ± 0.36 | 97.60 ± 0.40 |
Hypothyroid | 92.29 ± 0.08 | 95.28 ± 0.83 | 99.58 ± 0.29 | 91.52 ± 1.55 | 92.60 ± 0.31 | 92.74 ± 0.72 | 92.71 ± 0.78 | 93.82 ± 4.15 | 92.92 ± 4.46 | 96.24 ± 0.94 |
Ibeacon-rssi-labeled | 24.15 ± 2.44 | 19.86 ± 2.15 | 26.34 ± 3.14 | 37.18 ± 3.84 | 34.15 ± 1.70 | 36.55 ± 2.81 | 37.75 ± 3.14 | 27.54 ± 3.58 | 27.54 ± 3.99 | 4.51 ± 1.73 |
Ilpd-indian-liver | 71.53 ± 1.39 | 55.91 ± 5.24 | 66.06 ± 5.25 | 64.83 ± 5.89 | 71.36 ± 0.76 | 70.67 ± 1.74 | 70.83 ± 2.51 | 68.95 ± 4.78 | 68.95 ± 6.02 | 66.05 ± 2.99 |
Image-segmentation | 88.10 ± 5.14 | 77.62 ± 5.52 | 89.05 ± 7.79 | 87.14 ± 4.52 | 87.14 ± 3.21 | 87.14 ± 4.52 | 86.67 ± 4.38 | 90.00 ± 4.74 | 90.00 ± 4.74 | 59.05 ± 8.75 |
Immunotherapy | 78.89 ± 3.51 | 75.56 ± 10.21 | 82.22 ± 10.73 | 70.00 ± 16.60 | 78.89 ± 3.51 | 78.89 ± 3.51 | 78.89 ± 3.51 | 81.11 ± 11.77 | 78.89 ± 8.20 | 84.44 ± 9.37 |
Impensdata | 85.64 ± 1.11 | 90.07 ± 2.47 | 84.27 ± 0.30 | 87.54 ± 2.46 | 84.27 ± 0.30 | 84.27 ± 0.30 | 84.27 ± 0.30 | 90.28 ± 2.24 | 89.33 ± 2.60 | 84.37 ± 2.08 |
In-vehicle-coupon-recommendation | 57.36 ± 0.20 | 65.59 ± 1.54 | 70.84 ± 1.14 | 63.99 ± 1.53 | 68.89 ± 1.32 | 69.42 ± 1.31 | 69.84 ± 1.32 | 70.46 ± 1.04 | 71.29 ± 1.09 | 60.53 ± 0.88 |
Indian | 71.70 ± 0.88 | 55.74 ± 5.17 | 68.97 ± 5.22 | 64.12 ± 6.81 | 72.38 ± 1.58 | 71.69 ± 1.34 | 71.69 ± 1.34 | 68.26 ± 5.88 | 67.91 ± 7.11 | 65.88 ± 2.93 |
Ionosphere | 88.31 ± 3.17 | 82.62 ± 5.47 | 91.46 ± 3.27 | 86.33 ± 4.59 | 94.31 ± 2.30 | 94.89 ± 3.18 | 95.75 ± 3.00 | 90.32 ± 2.39 | 90.90 ± 3.45 | 80.92 ± 7.47 |
Iris | 81.33 ± 11.24 | 93.33 ± 5.44 | 96.00 ± 5.62 | 95.33 ± 5.49 | 96.67 ± 3.51 | 96.00 ± 4.66 | 96.67 ± 3.51 | 97.33 ± 3.44 | 97.33 ± 3.44 | 92.00 ± 6.13 |
Jain | 93.53 ± 4.26 | 94.35 ± 4.31 | 99.46 ± 1.71 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 95.15 ± 3.57 | 95.15 ± 3.33 | 95.16 ± 3.32 |
Jsbach-chorals-harmony | 88.37 ± 0.05 | 96.86 ± 0.55 | 96.52 ± 0.50 | 97.49 ± 0.54 | 96.26 ± 0.61 | 96.91 ± 0.45 | 97.19 ± 0.68 | 97.56 ± 0.59 | 97.18 ± 0.87 | 95.96 ± 0.62 |
Knowledge | 61.08 ± 7.48 | 87.19 ± 11.04 | 92.35 ± 6.82 | 75.00 ± 8.31 | 83.73 ± 9.90 | 88.92 ± 8.89 | 91.83 ± 7.91 | 91.83 ± 5.64 | 92.42 ± 5.53 | 82.52 ± 9.66 |
Lasvegastripadvisorreviews | 14.67 ± 3.20 | 16.47 ± 4.40 | 16.30 ± 5.05 | 15.68 ± 3.96 | 13.47 ± 3.37 | 11.68 ± 4.80 | 14.07 ± 4.82 | 15.69 ± 6.51 | 16.07 ± 5.08 | 14.29 ± 3.25 |
Leaf | 58.82 ± 5.88 | 72.06 ± 8.57 | 60.88 ± 8.09 | 3.24 ± 3.24 | 17.06 ± 4.11 | 24.12 ± 5.15 | 25.59 ± 5.55 | 50.88 ± 7.34 | 48.24 ± 7.99 | 23.82 ± 4.89 |
Led-display | 70.00 ± 3.62 | 72.00 ± 2.75 | 71.10 ± 3.25 | 70.90 ± 3.28 | 71.90 ± 4.09 | 71.70 ± 3.80 | 71.40 ± 3.66 | 71.80 ± 3.46 | 72.00 ± 3.89 | 19.60 ± 1.26 |
Lenses | 68.33 ± 33.75 | 68.33 ± 33.75 | 78.33 ± 33.38 | 86.67 ± 21.94 | 78.33 ± 29.45 | 83.33 ± 22.22 | 83.33 ± 22.22 | 71.67 ± 26.12 | 71.67 ± 26.12 | 66.67 ± 30.43 |
Letter | 71.68 ± 0.73 | 64.01 ± 0.74 | 87.91 ± 0.65 | 95.90 ± 0.29 | 94.88 ± 0.25 | 96.00 ± 0.30 | 96.51 ± 0.22 | 82.45 ± 1.17 | 81.78 ± 1.08 | 17.25 ± 0.37 |
Libras | 66.94 ± 9.66 | 63.33 ± 9.96 | 69.72 ± 10.43 | 85.83 ± 4.98 | 81.11 ± 4.10 | 85.28 ± 4.35 | 86.94 ± 3.94 | 80.56 ± 5.24 | 81.11 ± 5.37 | 21.11 ± 6.03 |
Low-res-spect | 66.65 ± 3.88 | 80.42 ± 3.96 | 83.24 ± 3.40 | 83.79 ± 4.03 | 89.45 ± 2.41 | 89.64 ± 2.72 | 90.58 ± 2.53 | 92.47 ± 3.33 | 91.71 ± 2.55 | 73.83 ± 5.30 |
Lung-cancer | 56.67 ± 21.08 | 66.67 ± 20.79 | 40.83 ± 26.77 | 50.83 ± 36.53 | 53.33 ± 21.94 | 59.17 ± 21.68 | 51.67 ± 25.09 | 46.67 ± 28.11 | 49.17 ± 24.36 | 47.50 ± 17.59 |
Lymphography | 76.24 ± 7.04 | 82.38 ± 8.55 | 74.90 ± 8.12 | 75.67 ± 13.05 | 85.86 ± 9.25 | 85.10 ± 9.92 | 83.14 ± 8.96 | 81.00 ± 9.18 | 79.62 ± 8.77 | 75.67 ± 8.03 |
Magic | 76.45 ± 1.75 | 73.34 ± 2.49 | 82.60 ± 2.56 | 79.65 ± 2.34 | 84.75 ± 2.15 | 85.02 ± 1.74 | 85.02 ± 1.42 | 84.28 ± 1.79 | 84.02 ± 1.85 | 71.87 ± 4.46 |
Mammographic | 78.87 ± 3.27 | 78.46 ± 3.58 | 82.00 ± 2.11 | 75.54 ± 5.00 | 82.73 ± 2.13 | 82.32 ± 2.59 | 82.52 ± 2.64 | 81.69 ± 2.69 | 81.17 ± 2.53 | 81.89 ± 1.25 |
Miniboone | 79.08 ± 1.98 | 29.15 ± 1.38 | 85.92 ± 2.43 | 83.54 ± 1.59 | 84.54 ± 2.47 | 85.62 ± 2.12 | 86.38 ± 1.85 | 84.15 ± 1.71 | 83.85 ± 1.81 | 81.77 ± 1.78 |
Molec-biol-promoter | 88.55 ± 16.48 | 88.45 ± 10.93 | 74.45 ± 10.04 | 72.45 ± 12.08 | 82.64 ± 13.45 | 84.64 ± 11.94 | 84.64 ± 11.94 | 78.36 ± 10.92 | 77.45 ± 10.10 | 69.73 ± 11.09 |
Molec-biol-splice | 51.88 ± 0.17 | 92.35 ± 1.71 | 92.63 ± 1.92 | 63.10 ± 2.08 | 87.12 ± 1.97 | 87.27 ± 1.71 | 86.74 ± 1.30 | 84.70 ± 2.26 | 84.33 ± 1.77 | 63.32 ± 2.27 |
Monks-1 | 91.86 ± 9.63 | 71.54 ± 11.51 | 96.79 ± 6.76 | 70.13 ± 10.31 | 80.64 ± 12.11 | 83.08 ± 10.93 | 83.14 ± 9.59 | 88.65 ± 14.95 | 89.55 ± 17.20 | 73.27 ± 9.82 |
Monks-2 | 62.13 ± 2.93 | 56.18 ± 10.96 | 76.91 ± 10.92 | 61.03 ± 10.94 | 58.01 ± 7.39 | 60.92 ± 12.54 | 64.49 ± 12.42 | 73.46 ± 12.38 | 74.56 ± 7.84 | 58.60 ± 4.55 |
Monks-3 | 93.40 ± 8.60 | 88.53 ± 5.76 | 93.40 ± 8.60 | 74.55 ± 16.38 | 90.19 ± 7.56 | 89.29 ± 7.96 | 89.29 ± 7.96 | 84.23 ± 10.77 | 89.23 ± 6.89 | 77.88 ± 3.84 |
Mushroom | 90.52 ± 1.06 | 88.84 ± 1.14 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 98.52 ± 0.48 |
Musk-1 | 84.25 ± 5.58 | 73.99 ± 6.97 | 85.11 ± 6.59 | 84.89 ± 4.56 | 90.77 ± 4.31 | 92.43 ± 2.86 | 93.69 ± 2.99 | 94.33 ± 2.60 | 93.49 ± 3.02 | 62.39 ± 8.95 |
Musk-2 | 87.81 ± 0.85 | 85.09 ± 1.67 | 95.42 ± 1.53 | 96.18 ± 0.96 | 96.09 ± 1.20 | 97.42 ± 0.95 | 98.06 ± 0.76 | 98.88 ± 0.69 | 98.73 ± 0.90 | 89.72 ± 1.26 |
Newdiagnosis | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | 77.50 ± 6.86 |
Nursery | 88.17 ± 1.35 | 89.75 ± 0.98 | 99.49 ± 0.27 | 88.98 ± 0.91 | 98.24 ± 0.22 | 98.67 ± 0.21 | 98.94 ± 0.20 | 95.73 ± 0.88 | 94.77 ± 1.30 | 70.97 ± 1.03 |
Obesitydataset-raw-and-data-sinthetic | 83.04 ± 2.29 | 67.41 ± 2.79 | 93.75 ± 1.94 | 82.05 ± 2.48 | 89.72 ± 2.33 | 91.71 ± 2.24 | 92.47 ± 2.22 | 94.37 ± 2.75 | 94.22 ± 1.46 | 67.08 ± 3.58 |
Obs-network-dataset-2-aug27 | 96.00 ± 1.70 | 71.82 ± 5.31 | 99.63 ± 1.17 | 99.07 ± 0.62 | 97.68 ± 0.65 | 97.68 ± 0.65 | 97.68 ± 0.65 | 96.56 ± 1.53 | 98.05 ± 1.19 | 90.69 ± 2.07 |
Occupancy-data | 96.13 ± 0.92 | 95.53 ± 1.02 | 98.61 ± 0.81 | 99.14 ± 0.50 | 80.94 ± 2.01 | 82.10 ± 2.31 | 82.10 ± 2.31 | 97.94 ± 0.87 | 98.01 ± 0.90 | 98.69 ± 0.77 |
Occupancy-data2 | 98.41 ± 0.43 | 96.03 ± 0.55 | 99.44 ± 0.16 | 99.47 ± 0.23 | 83.55 ± 0.50 | 85.65 ± 0.59 | 85.65 ± 0.59 | 99.43 ± 0.21 | 99.42 ± 0.15 | 99.37 ± 0.16 |
Occupancy-data3 | 98.40 ± 0.63 | 97.70 ± 0.55 | 99.51 ± 0.10 | 99.46 ± 0.23 | 82.91 ± 0.53 | 84.51 ± 0.61 | 84.53 ± 0.61 | 98.76 ± 0.37 | 98.77 ± 0.30 | 99.37 ± 0.18 |
Old | 88.60 ± 1.80 | 94.05 ± 0.97 | 94.99 ± 1.72 | 97.68 ± 0.82 | 95.07 ± 0.93 | 95.19 ± 1.27 | 95.48 ± 1.19 | 96.95 ± 0.97 | 96.86 ± 1.12 | 88.68 ± 1.62 |
Online-shoppers-intention | 84.53 ± 0.03 | 81.60 ± 1.30 | 89.53 ± 0.53 | 81.53 ± 0.57 | 84.50 ± 0.06 | 84.45 ± 0.13 | 84.40 ± 0.15 | 89.38 ± 0.85 | 88.86 ± 1.21 | 88.23 ± 0.98 |
Oocytes-merluccius-nucleus-4d | 72.02 ± 2.48 | 59.98 ± 4.09 | 75.64 ± 2.43 | 72.22 ± 3.90 | 77.30 ± 2.90 | 80.13 ± 2.51 | 81.01 ± 3.02 | 81.41 ± 2.04 | 80.62 ± 4.38 | 66.83 ± 5.20 |
Oocytes-merluccius-states-2f | 88.55 ± 3.21 | 84.64 ± 4.04 | 90.51 ± 3.40 | 91.09 ± 2.84 | 91.68 ± 2.59 | 92.07 ± 2.10 | 92.76 ± 1.97 | 91.78 ± 1.69 | 91.29 ± 2.76 | 81.89 ± 4.69 |
Oocytes-trisopterus-nucleus-2f | g64.46 ± 5.21 | 53.07 ± 5.55 | 72.16 ± 6.85 | 74.34 ± 5.80 | 81.15 ± 3.67 | 83.78 ± 3.41 | 83.34 ± 2.76 | 83.11 ± 3.97 | 82.12 ± 4.25 | 59.43 ± 5.98 |
Oocytes-trisopterus-states-5b | g83.13 ± 4.78 | 75.78 ± 4.23 | 88.60 ± 2.55 | 90.90 ± 3.69 | 91.78 ± 3.40 | 92.33 ± 2.74 | 92.77 ± 2.32 | 93.32 ± 2.68 | 93.32 ± 2.97 | 80.04 ± 2.74 |
Optdigits | 88.83 ± 1.19 | 91.33 ± 1.01 | 90.69 ± 1.44 | 98.61 ± 0.64 | 73.13 ± 1.91 | 74.88 ± 2.08 | 74.88 ± 2.08 | 98.26 ± 0.71 | 98.43 ± 0.54 | 27.03 ± 1.23 |
Optical | 88.47 ± 1.57 | 91.68 ± 1.31 | 89.72 ± 1.39 | 98.46 ± 0.57 | 98.59 ± 0.55 | 98.74 ± 0.60 | 98.72 ± 0.58 | 98.27 ± 0.54 | 98.20 ± 0.75 | 27.70 ± 1.30 |
Ozone | 97.12 ± 0.19 | 71.10 ± 3.68 | 95.78 ± 0.53 | 95.11 ± 0.67 | 97.12 ± 0.19 | 97.12 ± 0.19 | 97.12 ± 0.19 | 96.22 ± 0.97 | 96.65 ± 0.89 | 96.85 ± 0.45 |
Page-blocks | 92.84 ± 0.89 | 89.99 ± 1.43 | 96.88 ± 0.41 | 96.02 ± 0.60 | 96.18 ± 0.75 | 96.44 ± 0.75 | 96.47 ± 0.76 | 96.22 ± 0.70 | 96.20 ± 0.55 | 93.75 ± 0.60 |
Parkingbirmingham | 81.18 ± 1.94 | 76.17 ± 2.07 | 100.00 ± 0.00 | 97.45 ± 0.67 | 58.69 ± 3.78 | 61.30 ± 3.91 | 61.30 ± 3.91 | 86.42 ± 1.54 | 87.88 ± 1.56 | 100.00 ± 0.00 |
Parkinsons | 84.63 ± 5.40 | 69.34 ± 11.51 | 80.50 ± 3.33 | 96.39 ± 2.49 | 87.71 ± 6.39 | 89.79 ± 6.29 | 91.34 ± 5.80 | 90.63 ± 7.79 | 89.66 ± 8.93 | 86.18 ± 7.59 |
Pasture | 71.67 ± 24.91 | 74.17 ± 23.72 | 78.33 ± 20.49 | 71.67 ± 27.55 | 28.33 ± 4.30 | 28.33 ± 4.30 | 28.33 ± 4.30 | 76.67 ± 25.09 | 74.17 ± 26.48 | 63.33 ± 26.41 |
Pbc | 75.35 ± 4.83 | 77.72 ± 7.42 | 77.24 ± 8.31 | 59.58 ± 8.77 | 61.48 ± 0.79 | 61.48 ± 0.79 | 61.48 ± 0.79 | 71.06 ± 6.04 | 73.67 ± 4.02 | 72.25 ± 9.13 |
Pen | 87.26 ± 0.61 | 85.75 ± 1.18 | 96.56 ± 0.53 | 99.36 ± 0.17 | 13.49 ± 0.86 | 14.47 ± 0.95 | 14.47 ± 0.95 | 94.62 ± 0.63 | 94.40 ± 0.43 | 38.95 ± 1.54 |
Pendigits | 86.55 ± 1.02 | 87.99 ± 1.46 | 96.14 ± 0.75 | 99.43 ± 0.24 | 99.61 ± 0.19 | 99.67 ± 0.16 | 99.65 ± 0.17 | 95.17 ± 0.67 | 95.05 ± 0.54 | 39.74 ± 1.98 |
Pharynx | 76.45 ± 2.19 | 68.24 ± 10.48 | 76.45 ± 2.19 | 64.08 ± 10.16 | 75.42 ± 8.61 | 73.29 ± 10.60 | 70.26 ± 10.68 | 71.79 ± 3.64 | 70.95 ± 16.41 | 27.13 ± 5.60 |
Phishingwebsites | 85.07 ± 0.99 | 92.98 ± 0.64 | 95.88 ± 0.44 | 97.18 ± 0.45 | 94.50 ± 0.52 | 95.00 ± 0.50 | 95.26 ± 0.46 | 96.78 ± 0.38 | 96.83 ± 0.48 | 88.89 ± 0.56 |
Pima | 72.00 ± 3.77 | 76.31 ± 5.55 | 73.83 ± 5.66 | 70.17 ± 4.69 | 75.66 ± 4.08 | 75.13 ± 4.01 | 75.00 ± 3.43 | 75.40 ± 4.66 | 75.39 ± 4.38 | 71.48 ± 5.15 |
Pittsburg-bridges-rel-l | 69.09 ± 8.02 | 66.91 ± 11.95 | 63.00 ± 14.10 | 71.09 ± 16.91 | 67.18 ± 12.34 | 68.09 ± 12.39 | 72.82 ± 11.10 | 61.36 ± 14.27 | 66.18 ± 10.75 | 71.00 ± 10.59 |
Pittsburg-bridges-span | 59.78 ± 8.98 | 67.33 ± 13.93 | 60.78 ± 13.17 | 55.00 ± 18.05 | 65.11 ± 14.63 | 64.00 ± 16.18 | 64.00 ± 16.18 | 66.22 ± 9.91 | 68.44 ± 13.31 | 54.67 ± 14.02 |
Pittsburg-bridges-t-or-d | 86.36 ± 4.73 | 86.45 ± 9.83 | 83.55 ± 10.78 | 83.55 ± 11.76 | 86.45 ± 7.74 | 88.45 ± 8.44 | 89.45 ± 7.90 | 85.64 ± 12.49 | 83.64 ± 14.10 | 85.27 ± 9.69 |
Pittsburg-bridges-type | 55.91 ± 11.28 | 55.91 ± 11.62 | 61.73 ± 9.31 | 57.82 ± 11.76 | 53.91 ± 12.05 | 61.27 ± 17.65 | 62.45 ± 13.32 | 59.64 ± 17.82 | 59.64 ± 17.30 | 56.09 ± 5.40 |
Pittsburg-bridgesmaterial | 84.00 ± 7.75 | 84.00 ± 7.50 | 87.73 ± 8.07 | 83.73 ± 11.42 | 85.91 ± 6.39 | 85.00 ± 6.24 | 84.00 ± 9.64 | 83.18 ± 11.03 | 79.36 ± 10.14 | 86.82 ± 4.74 |
Planning | 72.02 ± 2.57 | 68.13 ± 6.28 | 71.46 ± 1.60 | 65.94 ± 9.32 | 71.46 ± 1.60 | 70.32 ± 5.96 | 65.91 ± 6.93 | 61.49 ± 7.03 | 58.71 ± 9.93 | 62.05 ± 8.60 |
Plant-margin | 63.13 ± 4.31 | 84.69 ± 2.59 | 48.06 ± 4.50 | 74.00 ± 2.78 | 82.81 ± 2.27 | 84.75 ± 2.80 | 85.13 ± 2.82 | 83.06 ± 2.23 | 83.63 ± 3.24 | 7.69 ± 2.17 |
Plant-shape | 49.81 ± 4.42 | 53.19 ± 2.88 | 46.13 ± 3.40 | 64.69 ± 3.35 | 48.94 ± 1.62 | 56.75 ± 3.13 | 60.06 ± 3.35 | 64.75 ± 3.79 | 65.00 ± 3.35 | 8.56 ± 1.62 |
Plant-texture | 62.85 ± 2.93 | 74.42 ± 3.13 | 51.97 ± 3.48 | 80.11 ± 2.84 | 83.30 ± 2.50 | 85.55 ± 2.29 | 86.06 ± 2.35 | 83.80 ± 1.74 | 83.11 ± 1.91 | 3.44 ± 0.90 |
Poker-hand-training-true | 49.95 ± 0.02 | 49.95 ± 0.02 | 55.91 ± 2.04 | 47.03 ± 0.86 | 58.71 ± 1.00 | 57.57 ± 0.93 | 56.45 ± 1.11 | 53.97 ± 0.61 | 51.90 ± 2.03 | 49.95 ± 0.02 |
Post-operative | 71.11 ± 5.74 | 65.56 ± 6.31 | 71.11 ± 5.74 | 61.11 ± 10.80 | 71.11 ± 5.74 | 68.89 ± 7.03 | 66.67 ± 9.07 | 56.67 ± 13.30 | 56.67 ± 16.10 | 68.89 ± 7.03 |
Primary-tumor | 26.06 ± 2.12 | 43.03 ± 10.18 | 43.33 ± 9.04 | 35.15 ± 8.35 | 46.67 ± 10.90 | 44.85 ± 10.57 | 43.94 ± 11.97 | 40.91 ± 7.99 | 41.21 ± 8.48 | 27.88 ± 2.78 |
Qsarbioconcentration | 74.84 ± 0.63 | 73.69 ± 1.80 | 73.29 ± 3.81 | 61.62 ± 5.75 | 74.84 ± 0.70 | 73.30 ± 1.50 | 70.60 ± 2.89 | 70.99 ± 4.07 | 71.63 ± 3.05 | 72.79 ± 3.27 |
Qsarbiodegradation | 69.95 ± 2.16 | 75.83 ± 3.23 | 83.51 ± 3.46 | 83.60 ± 2.24 | 85.88 ± 2.62 | 86.25 ± 2.17 | 85.59 ± 2.49 | 86.92 ± 2.30 | 87.21 ± 2.46 | 76.69 ± 3.95 |
Qualitative-bankruptcy | 99.20 ± 2.53 | 99.20 ± 2.53 | 98.00 ± 2.83 | 100.00 ± 0.00 | 98.80 ± 2.70 | 98.80 ± 2.70 | 99.60 ± 1.26 | 99.20 ± 2.53 | 99.20 ± 2.53 | 98.40 ± 2.80 |
Ringnorm | 79.14 ± 1.43 | 98.64 ± 0.47 | 91.61 ± 0.27 | 75.16 ± 1.58 | 98.59 ± 0.41 | 98.47 ± 0.41 | 98.35 ± 0.48 | 91.95 ± 1.47 | 91.70 ± 0.86 | 64.43 ± 0.97 |
Risk-factors-cervical-cancer | 93.59 ± 0.60 | 88.69 ± 1.91 | 95.10 ± 1.97 | 94.40 ± 2.06 | 93.59 ± 0.60 | 93.47 ± 0.80 | 93.94 ± 1.62 | 94.76 ± 2.00 | 94.52 ± 2.27 | 96.15 ± 1.91 |
Robotnavigation | 91.81 ± 1.00 | 52.51 ± 2.01 | 99.60 ± 0.23 | 88.25 ± 1.22 | 90.03 ± 1.14 | 91.18 ± 0.98 | 91.99 ± 0.77 | 88.21 ± 1.86 | 88.20 ± 2.44 | 75.37 ± 1.90 |
Sapfile | 48.85 ± 11.47 | 54.18 ± 10.31 | 45.71 ± 14.95 | 41.98 ± 8.97 | 48.85 ± 8.89 | 49.67 ± 6.83 | 49.67 ± 8.54 | 48.08 ± 9.46 | 47.31 ± 12.30 | 41.92 ± 12.36 |
Sat | 85.10 ± 0.87 | 79.60 ± 1.23 | 86.03 ± 0.98 | 90.55 ± 0.79 | 26.14 ± 0.53 | 27.32 ± 0.47 | 27.32 ± 0.47 | 89.71 ± 1.60 | 88.98 ± 1.11 | 59.75 ± 1.30 |
Satelite | 85.07 ± 0.82 | 79.56 ± 1.10 | 86.34 ± 0.65 | 90.58 ± 1.11 | 26.12 ± 0.57 | 27.40 ± 0.71 | 27.40 ± 0.71 | 89.82 ± 0.66 | 89.26 ± 0.87 | 59.97 ± 1.65 |
Scadi | 58.57 ± 8.11 | 82.86 ± 9.04 | 80.00 ± 13.80 | 80.00 ± 13.80 | 75.71 ± 9.64 | 78.57 ± 13.88 | 81.43 ± 15.13 | 80.00 ± 9.99 | 80.00 ± 9.99 | 58.57 ± 10.54 |
Schillingdata | 86.86 ± 0.24 | 93.86 ± 0.74 | 86.74 ± 0.15 | 88.45 ± 1.00 | 86.74 ± 0.15 | 89.00 ± 1.03 | 91.63 ± 0.66 | 92.67 ± 2.08 | 91.01 ± 3.38 | 86.58 ± 0.44 |
Seeds | 86.67 ± 6.66 | 91.43 ± 4.38 | 91.90 ± 5.96 | 94.29 ± 2.01 | 93.81 ± 3.92 | 93.81 ± 3.92 | 93.81 ± 3.92 | 95.24 ± 3.17 | 96.19 ± 3.01 | 82.38 ± 10.05 |
Segment | 90.30 ± 2.26 | 80.22 ± 1.89 | 96.93 ± 1.09 | 97.14 ± 0.62 | 65.37 ± 2.88 | 67.01 ± 2.40 | 66.97 ± 2.47 | 96.06 ± 1.20 | 96.28 ± 0.89 | 63.85 ± 2.78 |
Seismic-bumps | 93.42 ± 0.01 | 86.73 ± 1.89 | 93.34 ± 0.24 | 89.39 ± 1.46 | 93.42 ± 0.01 | 93.42 ± 0.01 | 93.42 ± 0.01 | 92.45 ± 0.93 | 92.30 ± 0.92 | 92.96 ± 0.55 |
Semeion | 78.02 ± 3.36 | 85.94 ± 2.72 | 75.83 ± 2.39 | 91.46 ± 1.92 | 95.60 ± 1.07 | 96.17 ± 0.69 | 96.11 ± 0.72 | 92.65 ± 1.57 | 93.09 ± 1.66 | 19.59 ± 0.47 |
Setapprocesst1 | 68.33 ± 8.70 | 58.57 ± 22.11 | 62.86 ± 20.40 | 65.24 ± 10.72 | 63.81 ± 8.38 | 68.57 ± 10.64 | 66.90 ± 9.29 | 64.76 ± 20.48 | 65.00 ± 19.92 | 72.14 ± 23.19 |
Setapprocesst10 | 66.43 ± 5.51 | 44.64 ± 15.99 | 58.21 ± 14.12 | 60.54 ± 16.51 | 66.43 ± 5.51 | 66.43 ± 5.51 | 66.43 ± 5.51 | 51.25 ± 27.07 | 51.25 ± 21.95 | 62.14 ± 8.07 |
Setapprocesst11 | 66.43 ± 5.51 | 52.50 ± 24.67 | 65.71 ± 18.55 | 58.04 ± 16.28 | 66.43 ± 5.51 | 66.43 ± 5.51 | 66.43 ± 5.51 | 61.43 ± 15.71 | 64.11 ± 20.11 | 56.96 ± 10.60 |
Setapprocesst2 | 67.86 ± 8.16 | 66.79 ± 15.27 | 72.14 ± 19.71 | 62.68 ± 21.57 | 66.43 ± 5.51 | 66.43 ± 5.51 | 66.43 ± 5.51 | 62.68 ± 20.16 | 65.18 ± 20.81 | 81.25 ± 16.71 |
Setapprocesst3 | 66.43 ± 5.51 | 65.18 ± 12.69 | 60.54 ± 15.76 | 66.25 ± 13.40 | 66.43 ± 5.51 | 66.43 ± 5.51 | 66.43 ± 5.51 | 66.25 ± 13.40 | 66.25 ± 9.43 | 53.04 ± 16.45 |
Setapprocesst4 | 71.43 ± 6.64 | 47.62 ± 26.15 | 55.24 ± 15.22 | 60.24 ± 18.58 | 71.43 ± 6.64 | 71.43 ± 6.64 | 71.43 ± 6.64 | 55.00 ± 21.89 | 56.90 ± 17.37 | 72.62 ± 11.68 |
Setapprocesst5 | 69.29 ± 7.28 | 45.89 ± 16.52 | 53.39 ± 18.00 | 59.64 ± 17.60 | 65.18 ± 7.54 | 63.93 ± 8.94 | 63.93 ± 8.94 | 59.82 ± 13.58 | 62.50 ± 14.68 | 65.71 ± 24.88 |
Setapprocesst6 | 66.43 ± 5.51 | 67.50 ± 16.68 | 64.82 ± 13.15 | 64.29 ± 14.51 | 66.43 ± 5.51 | 66.43 ± 5.51 | 66.43 ± 5.51 | 62.68 ± 17.46 | 62.68 ± 14.64 | 60.18 ± 20.15 |
Setapprocesst7 | 67.86 ± 8.16 | 74.82 ± 14.86 | 60.71 ± 19.94 | 64.11 ± 15.09 | 66.43 ± 5.51 | 66.43 ± 5.51 | 66.43 ± 5.51 | 70.54 ± 21.15 | 71.96 ± 18.29 | 52.86 ± 15.18 |
Setapprocesst8 | 66.43 ± 5.51 | 68.93 ± 14.02 | 70.18 ± 15.13 | 63.21 ± 15.59 | 66.43 ± 5.51 | 66.43 ± 5.51 | 66.43 ± 5.51 | 66.61 ± 16.37 | 65.36 ± 18.16 | 49.46 ± 11.45 |
Setapprocesst9 | 66.43 ± 5.51 | 64.64 ± 16.62 | 69.29 ± 16.49 | 58.39 ± 9.93 | 66.43 ± 5.51 | 66.43 ± 5.51 | 66.43 ± 5.51 | 70.18 ± 20.26 | 67.68 ± 17.22 | 50.71 ± 16.54 |
Shillbiddingdataset | 90.95 ± 0.43 | 96.71 ± 0.43 | 99.62 ± 0.15 | 99.22 ± 0.28 | 99.54 ± 0.17 | 99.56 ± 0.21 | 99.65 ± 0.19 | 99.68 ± 0.15 | 99.72 ± 0.19 | 97.28 ± 0.54 |
Shuttle-landing-control | 95.00 ± 15.81 | 80.00 ± 34.96 | 95.00 ± 15.81 | 95.00 ± 15.81 | 95.00 ± 15.81 | 95.00 ± 15.81 | 95.00 ± 15.81 | 85.00 ± 33.75 | 80.00 ± 34.96 | 85.00 ± 33.75 |
Somervillehappinesssurvey2015 | 57.33 ± 12.50 | 59.38 ± 9.99 | 64.29 ± 17.09 | 58.95 ± 12.80 | 60.05 ± 10.86 | 58.71 ± 10.31 | 58.76 ± 11.69 | 58.86 ± 9.38 | 59.57 ± 11.65 | 65.67 ± 15.87 |
Sonar | 76.55 ± 7.06 | 67.88 ± 9.29 | 71.17 ± 7.10 | 86.57 ± 7.01 | 65.90 ± 5.43 | 70.26 ± 9.01 | 73.60 ± 9.54 | 82.29 ± 10.70 | 81.76 ± 9.68 | 62.50 ± 11.07 |
Soybean | 69.10 ± 6.56 | 91.86 ± 5.60 | 87.26 ± 5.16 | 87.62 ± 4.79 | 90.22 ± 6.00 | 92.17 ± 4.45 | 91.53 ± 4.69 | 89.88 ± 6.85 | 90.84 ± 6.47 | 30.63 ± 2.45 |
Spambase | 77.42 ± 1.19 | 79.11 ± 1.78 | 92.96 ± 1.19 | 90.78 ± 1.10 | 93.39 ± 0.93 | 93.50 ± 1.10 | 93.41 ± 0.92 | 91.20 ± 1.27 | 89.11 ± 6.86 | 78.35 ± 1.99 |
Speaker-accent | 51.36 ± 2.52 | 58.07 ± 10.22 | 69.92 ± 9.58 | 80.56 ± 8.92 | 58.36 ± 4.00 | 62.31 ± 4.31 | 62.31 ± 4.31 | 79.64 ± 8.20 | 75.40 ± 7.29 | 50.45 ± 4.64 |
Spect | 70.89 ± 8.34 | 72.14 ± 17.46 | 70.89 ± 13.18 | 55.71 ± 15.72 | 64.64 ± 11.19 | 64.46 ± 11.74 | 63.21 ± 9.46 | 55.71 ± 17.79 | 56.96 ± 14.57 | 72.14 ± 9.82 |
Spectf | 68.75 ± 12.15 | 75.00 ± 11.79 | 73.75 ± 12.43 | 67.50 ± 18.82 | 67.50 ± 6.45 | 67.50 ± 6.45 | 76.25 ± 13.76 | 71.25 ± 14.49 | 72.50 ± 15.37 | 71.25 ± 8.44 |
Statlog-australian-credit | 67.68 ± 0.70 | 59.28 ± 5.53 | 66.96 ± 7.13 | 55.80 ± 3.29 | 67.54 ± 1.83 | 64.35 ± 6.38 | 63.91 ± 5.61 | 62.75 ± 5.59 | 61.01 ± 4.50 | 65.22 ± 6.34 |
Statlog-german-credit | 70.00 ± 0.00 | 75.60 ± 5.21 | 73.90 ± 4.68 | 67.80 ± 3.94 | 76.10 ± 4.12 | 77.30 ± 3.74 | 77.30 ± 4.42 | 70.90 ± 3.93 | 72.20 ± 3.36 | 70.90 ± 2.28 |
Statlog-heart | 83.70 ± 7.45 | 83.33 ± 7.25 | 76.30 ± 9.75 | 75.19 ± 8.56 | 82.96 ± 5.30 | 80.00 ± 8.41 | 79.63 ± 9.60 | 78.15 ± 7.08 | 80.00 ± 8.76 | 71.11 ± 6.25 |
Statlog-image | 90.22 ± 2.15 | 80.09 ± 2.02 | 96.93 ± 1.09 | 97.14 ± 0.62 | 94.29 ± 0.88 | 95.15 ± 0.95 | 95.45 ± 0.90 | 96.10 ± 0.91 | 96.15 ± 1.05 | 63.68 ± 2.46 |
Statlog-landsat | 85.95 ± 1.49 | 79.55 ± 2.20 | 86.13 ± 1.81 | 90.15 ± 1.70 | 89.47 ± 1.59 | 90.19 ± 1.38 | 90.26 ± 1.61 | 89.00 ± 1.26 | 88.88 ± 1.74 | 60.45 ± 1.68 |
Statlog-shuttle | 84.19 ± 0.43 | 91.64 ± 0.89 | 99.96 ± 0.03 | 99.94 ± 0.04 | 99.75 ± 0.05 | 99.80 ± 0.05 | 99.80 ± 0.04 | 99.69 ± 0.04 | 99.71 ± 0.07 | 94.69 ± 0.30 |
Statlog-vehicle | 66.55 ± 2.71 | 44.80 ± 3.40 | 72.23 ± 5.93 | 69.86 ± 4.47 | 76.72 ± 3.88 | 80.26 ± 2.60 | 80.50 ± 2.36 | 82.28 ± 3.15 | 80.75 ± 4.62 | 51.19 ± 5.09 |
Steel-plates | 61.62 ± 2.95 | 60.28 ± 3.84 | 76.04 ± 3.30 | 71.97 ± 2.73 | 75.53 ± 2.77 | 76.97 ± 2.27 | 76.87 ± 2.92 | 72.70 ± 2.86 | 72.65 ± 3.17 | 48.17 ± 3.88 |
Synthetic-control | 89.00 ± 2.74 | 94.67 ± 3.50 | 91.67 ± 3.51 | 96.50 ± 2.14 | 99.33 ± 0.86 | 99.50 ± 0.81 | 99.50 ± 0.81 | 99.33 ± 0.86 | 99.33 ± 0.86 | 57.00 ± 3.83 |
Teaching | 50.25 ± 11.28 | 54.21 ± 8.37 | 59.58 ± 11.57 | 62.29 ± 13.54 | 56.17 ± 14.70 | 61.50 ± 12.68 | 62.17 ± 12.37 | 54.29 ± 11.11 | 52.29 ± 9.41 | 46.38 ± 10.93 |
Thoraricsurgery | 85.11 ± 0.00 | 78.51 ± 9.27 | 84.47 ± 1.03 | 77.23 ± 5.94 | 85.11 ± 0.00 | 84.47 ± 1.03 | 84.47 ± 1.03 | 79.15 ± 4.23 | 79.79 ± 5.42 | 83.40 ± 1.68 |
Thyroid | 85.19 ± 7.42 | 96.73 ± 3.84 | 92.06 ± 6.32 | 97.21 ± 2.40 | 75.87 ± 5.01 | 77.23 ± 4.51 | 77.23 ± 4.51 | 96.75 ± 3.10 | 96.75 ± 3.10 | 90.69 ± 8.54 |
Thyroid-train | 92.47 ± 0.13 | 95.63 ± 1.10 | 99.71 ± 0.32 | 92.13 ± 1.32 | 95.10 ± 0.68 | 95.68 ± 0.60 | 96.26 ± 0.63 | 96.58 ± 1.05 | 96.00 ± 1.30 | 96.47 ± 0.78 |
Tic-tac-toe | 65.34 ± 0.43 | 69.62 ± 3.56 | 93.84 ± 2.44 | 100.00 ± 0.00 | 98.64 ± 1.40 | 99.27 ± 1.00 | 99.69 ± 0.71 | 97.81 ± 1.04 | 97.91 ± 1.21 | 69.93 ± 2.39 |
Titanic | 78.05 ± 2.46 | 75.37 ± 2.86 | 79.05 ± 1.78 | 79.05 ± 1.78 | 78.46 ± 2.19 | 78.92 ± 2.01 | 78.92 ± 2.01 | 78.15 ± 2.26 | 77.42 ± 2.19 | 77.60 ± 2.02 |
Trains | 70.00 ± 48.30 | 60.00 ± 51.64 | 70.00 ± 48.30 | 60.00 ± 51.64 | 60.00 ± 51.64 | 70.00 ± 48.30 | 70.00 ± 48.30 | 80.00 ± 42.16 | 80.00 ± 42.16 | 0.00 ± 0.00 |
Transfusion | 76.88 ± 1.34 | 75.40 ± 3.44 | 77.81 ± 3.77 | 70.45 ± 4.45 | 75.27 ± 2.89 | 72.99 ± 3.06 | 71.92 ± 3.72 | 78.21 ± 2.47 | 78.48 ± 2.80 | 76.34 ± 1.66 |
Trial | 94.08 ± 2.90 | 90.34 ± 3.48 | 100.00 ± 0.00 | 99.74 ± 0.82 | 99.10 ± 0.87 | 99.36 ± 0.68 | 99.36 ± 0.68 | 99.23 ± 0.90 | 99.36 ± 0.91 | 100.00 ± 0.00 |
Turkiye-student-evaluation | 61.87 ± 0.05 | 86.99 ± 1.52 | 99.97 ± 0.07 | 90.41 ± 1.58 | 95.50 ± 0.52 | 96.27 ± 0.59 | 96.27 ± 0.59 | 100.00 ± 0.00 | 100.00 ± 0.00 | 99.97 ± 0.07 |
Unbalanced | 98.60 ± 0.49 | 90.77 ± 4.44 | 98.60 ± 0.49 | 97.66 ± 1.57 | 98.60 ± 0.49 | 98.37 ± 0.60 | 98.13 ± 0.81 | 98.13 ± 1.12 | 97.90 ± 1.08 | 98.60 ± 0.49 |
Urbanlandcover | 80.18 ± 10.26 | 78.49 ± 9.22 | 79.08 ± 7.80 | 76.65 ± 11.07 | 17.28 ± 1.99 | 17.28 ± 1.99 | 17.28 ± 1.99 | 77.21 ± 12.43 | 77.21 ± 12.43 | 49.23 ± 14.54 |
Userknowledgemodeling | 63.91 ± 7.90 | 89.34 ± 5.79 | 94.02 ± 3.41 | 80.58 ± 10.14 | 77.74 ± 6.42 | 85.29 ± 4.31 | 85.69 ± 3.93 | 91.29 ± 3.59 | 93.25 ± 4.58 | 85.31 ± 7.80 |
Vehicle | 69.27 ± 4.29 | 44.80 ± 4.72 | 72.47 ± 5.87 | 69.86 ± 4.47 | 30.50 ± 2.54 | 31.32 ± 3.07 | 31.32 ± 3.07 | 81.70 ± 3.82 | 81.21 ± 4.43 | 51.90 ± 5.04 |
Vertebral-column-2classes | 74.52 ± 8.93 | 77.74 ± 7.04 | 81.61 ± 7.91 | 81.94 ± 5.09 | 85.48 ± 5.32 | 84.52 ± 6.23 | 84.84 ± 5.70 | 84.52 ± 6.77 | 84.19 ± 6.17 | 73.87 ± 7.67 |
Vertebral-column-3classes | 70.00 ± 10.32 | 83.23 ± 5.85 | 82.26 ± 6.13 | 78.71 ± 4.86 | 83.87 ± 5.89 | 84.84 ± 6.98 | 84.19 ± 6.71 | 85.16 ± 4.86 | 84.52 ± 6.04 | 75.16 ± 6.98 |
Veteran | 71.48 ± 2.70 | 72.09 ± 8.96 | 72.20 ± 6.80 | 60.66 ± 8.86 | 70.77 ± 1.06 | 70.77 ± 1.06 | 70.77 ± 1.06 | 60.60 ± 14.50 | 67.14 ± 15.64 | 73.57 ± 7.61 |
Vowel | 62.42 ± 3.43 | 63.74 ± 4.43 | 81.52 ± 4.72 | 99.29 ± 0.83 | 85.05 ± 2.60 | 91.11 ± 2.01 | 92.93 ± 2.08 | 92.83 ± 3.45 | 93.54 ± 2.39 | 32.02 ± 4.21 |
Wall-following | 91.86 ± 1.22 | 52.47 ± 1.38 | 99.65 ± 0.25 | 88.18 ± 1.21 | 89.00 ± 1.41 | 90.60 ± 1.58 | 91.35 ± 1.30 | 87.48 ± 1.40 | 87.99 ± 1.95 | 75.64 ± 1.43 |
Waveform-noise | 67.18 ± 2.20 | 80.00 ± 1.93 | 75.16 ± 1.37 | 73.62 ± 1.27 | 86.14 ± 1.51 | 85.38 ± 1.28 | 84.90 ± 1.41 | 83.54 ± 1.64 | 83.08 ± 1.43 | 53.72 ± 2.75 |
Waveform | 70.94 ± 1.45 | 81.02 ± 1.38 | 75.88 ± 1.31 | 76.90 ± 2.01 | 86.42 ± 1.36 | 85.66 ± 1.38 | 85.46 ± 1.43 | 83.84 ± 1.15 | 83.16 ± 1.28 | 52.54 ± 1.64 |
Wbc | 96.92 ± 2.02 | 97.51 ± 1.39 | 92.98 ± 2.02 | 95.76 ± 2.52 | 97.66 ± 1.58 | 97.66 ± 1.58 | 97.80 ± 1.73 | 95.76 ± 1.59 | 96.19 ± 1.85 | 91.06 ± 2.91 |
Wdbc | 93.68 ± 3.71 | 92.98 ± 4.30 | 93.33 ± 3.94 | 95.96 ± 1.87 | 62.74 ± 0.73 | 62.74 ± 0.73 | 62.74 ± 0.73 | 96.66 ± 1.76 | 95.96 ± 2.35 | 89.81 ± 3.17 |
Weathernominal | 65.00 ± 41.16 | 60.00 ± 39.44 | 55.00 ± 43.78 | 65.00 ± 41.16 | 70.00 ± 34.96 | 60.00 ± 39.44 | 75.00 ± 35.36 | 75.00 ± 35.36 | 75.00 ± 35.36 | 45.00 ± 43.78 |
Weathernumeric | 55.00 ± 43.78 | 70.00 ± 34.96 | 70.00 ± 42.16 | 80.00 ± 34.96 | 70.00 ± 34.96 | 50.00 ± 47.14 | 50.00 ± 47.14 | 75.00 ± 42.49 | 75.00 ± 42.49 | 45.00 ± 43.78 |
Website-phishingdata | 82.41 ± 2.24 | 84.11 ± 1.90 | 90.76 ± 2.08 | 88.32 ± 2.77 | 85.66 ± 1.27 | 86.18 ± 1.20 | 87.65 ± 2.05 | 88.77 ± 1.94 | 89.80 ± 2.46 | 81.74 ± 1.63 |
Wholesalecustomersdata | 89.55 ± 2.20 | 89.09 ± 3.83 | 90.23 ± 3.04 | 87.95 ± 4.80 | 67.73 ± 0.96 | 67.73 ± 0.96 | 67.73 ± 0.96 | 91.59 ± 3.40 | 90.91 ± 4.01 | 90.45 ± 3.68 |
Wifi-localization | 92.60 ± 1.68 | 98.20 ± 0.71 | 97.15 ± 0.63 | 98.30 ± 0.89 | 79.05 ± 2.49 | 80.45 ± 2.58 | 80.45 ± 2.58 | 97.90 ± 0.39 | 97.95 ± 0.69 | 79.00 ± 4.45 |
Wilt | 94.61 ± 0.07 | 89.17 ± 1.82 | 98.20 ± 0.46 | 94.88 ± 0.58 | 94.77 ± 0.14 | 94.77 ± 0.14 | 94.77 ± 0.14 | 97.85 ± 0.87 | 98.12 ± 0.58 | 94.46 ± 0.21 |
Wine-quality-red | 61.98 ± 3.57 | 55.10 ± 4.59 | 61.16 ± 2.98 | 64.79 ± 2.73 | 62.79 ± 2.48 | 63.17 ± 2.68 | 63.29 ± 2.70 | 60.48 ± 3.81 | 60.60 ± 3.07 | 54.66 ± 3.11 |
Wine-quality-white | 57.17 ± 1.97 | 44.10 ± 1.20 | 58.35 ± 2.80 | 65.40 ± 2.50 | 57.00 ± 2.28 | 57.86 ± 2.47 | 58.11 ± 2.64 | 55.25 ± 2.32 | 54.61 ± 1.46 | 45.75 ± 2.15 |
Wine | 96.11 ± 5.89 | 96.63 ± 5.38 | 93.86 ± 5.52 | 94.97 ± 4.11 | 98.89 ± 2.34 | 98.30 ± 2.74 | 98.30 ± 2.74 | 97.19 ± 3.96 | 97.19 ± 3.96 | 76.96 ± 9.24 |
Yamilnaduelectricty | 19.88 ± 1.29 | 6.65 ± 0.37 | 14.06 ± 1.09 | 21.21 ± 1.31 | 6.65 ± 0.55 | 6.82 ± 0.56 | 6.70 ± 0.61 | 6.40 ± 0.72 | 6.40 ± 0.69 | 7.45 ± 1.12 |
Yeast | 46.83 ± 2.58 | 57.81 ± 2.65 | 55.99 ± 4.85 | 52.29 ± 2.39 | 60.24 ± 4.08 | 60.31 ± 4.24 | 60.44 ± 4.50 | 59.43 ± 3.49 | 58.82 ± 3.39 | 40.02 ± 3.39 |
Youtobe-kabita-preprocessing | 33.18 ± 2.32 | 26.61 ± 1.02 | 34.18 ± 1.77 | 31.94 ± 1.55 | 37.33 ± 2.37 | 36.22 ± 2.19 | 35.53 ± 2.10 | 33.49 ± 1.29 | 33.67 ± 2.04 | 32.37 ± 2.01 |
Youtobe-nisha-preprocessing | 37.02 ± 1.82 | 33.14 ± 1.90 | 38.51 ± 1.25 | 35.49 ± 1.84 | 40.45 ± 2.13 | 39.22 ± 2.10 | 38.82 ± 2.22 | 37.49 ± 1.95 | 36.22 ± 2.37 | 31.22 ± 1.32 |
Z-alizadehsani | 71.29 ± 1.47 | 79.87 ± 6.59 | 79.25 ± 8.32 | 78.26 ± 7.02 | 71.29 ± 1.47 | 71.29 ± 1.47 | 71.29 ± 1.47 | 82.25 ± 7.86 | 81.59 ± 7.34 | 70.66 ± 5.28 |
Zoo | 91.18 ± 8.52 | 96.18 ± 6.54 | 92.18 ± 8.94 | 96.18 ± 6.54 | 94.18 ± 8.11 | 94.18 ± 8.11 | 94.18 ± 8.11 | 95.18 ± 6.65 | 95.18 ± 6.65 | 73.27 ± 10.54 |
Average acc (rank) | 73.57 (5) | 72.05 (8) | 78.53 (1) | 76.87 (4) | 71.96 (9) | 72.66 (7) | 73.01 (6) | 77.95 (2) | 77.84 (3) | 67.16 (10) |
Average acc std (rank) | 4.85 (4) | 6.41 (10) | 5.86 (6) | 6.07 (7) | 4.20 (1) | 4.52 (2) | 4.58 (3) | 6.10 (8) | 6.18 (9) | 5.63 (5) |
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