Research Article

Recall Network: A Simple Brain-Inspired Algorithm for Classification

Table 11

The detailed experimental results on root relative squared error and standard deviation.

DatasetRNNBJ48KNNSVM1SVM2SVM3ANN1ANN2OneR

Abalone87.04 ± 1.4598.65 ± 3.4896.11 ± 1.73112.29 ± 3.33100.03 ± 3.7199.50 ± 3.5699.58 ± 3.3881.78 ± 1.9382.19 ± 2.46108.24 ± 2.48
Absenteeism-at-work64.13 ± 1.2965.75 ± 7.935.26 ± 9.6381.19 ± 7.4578.51 ± 8.0378.51 ± 8.0378.51 ± 8.0329.02 ± 6.2529.45 ± 8.6143.21 ± 8.16
Acute-inflammation49.79 ± 4.9130.75 ± 6.750.00 ± 0.001.68 ± 0.080.00 ± 0.000.00 ± 0.000.00 ± 0.001.23 ± 0.110.89 ± 0.0989.41 ± 19.34
Acute-nephritis44.00 ± 2.7428.44 ± 26.940.00 ± 0.001.69 ± 0.080.00 ± 0.000.00 ± 0.000.00 ± 0.001.23 ± 0.140.98 ± 0.1644.83 ± 39.70
Adult94.87 ± 0.8994.07 ± 7.0388.25 ± 6.56108.54 ± 8.9495.11 ± 11.8694.77 ± 11.6494.93 ± 11.8089.31 ± 8.0990.37 ± 7.98103.82 ± 3.43
Aggregation41.47 ± 7.375.51 ± 3.225.39 ± 8.692.73 ± 5.411.82 ± 5.753.62 ± 7.643.62 ± 7.6416.58 ± 4.5515.24 ± 6.30101.51 ± 3.69
Algerianforest67.39 ± 5.5938.32 ± 28.1332.55 ± 26.7666.75 ± 19.67129.31 ± 2.58124.52 ± 6.88124.52 ± 6.8829.20 ± 20.2723.61 ± 23.0918.48 ± 30.00
Annealing92.46 ± 0.55110.20 ± 10.3437.23 ± 13.8971.37 ± 8.0973.64 ± 10.2364.64 ± 9.7362.34 ± 8.3858.54 ± 14.2857.72 ± 12.3990.27 ± 0.06
Arrhythmia97.62 ± 0.51105.27 ± 9.7095.99 ± 10.56115.41 ± 4.38106.37 ± 3.39100.94 ± 5.15102.18 ± 6.1189.64 ± 8.21101.99 ± 11.41109.41 ± 3.31
Au1-100099.16 ± 0.1897.22 ± 2.1597.74 ± 9.49116.84 ± 8.88116.17 ± 0.26116.17 ± 0.26115.48 ± 1.85121.39 ± 7.93116.95 ± 8.29116.17 ± 0.26
Au4-250095.57 ± 0.6998.30 ± 2.7693.63 ± 8.56113.00 ± 7.26116.52 ± 4.28116.52 ± 4.28116.52 ± 4.28101.91 ± 5.90102.40 ± 6.97127.86 ± 5.57
Au6-1000100.19 ± 0.35103.39 ± 0.83130.38 ± 3.17141.35 ± 3.10133.03 ± 0.02133.03 ± 0.02133.03 ± 0.02129.97 ± 2.01131.94 ± 3.22132.76 ± 1.94
Au6-250-drift-au6-cd1-500100.42 ± 0.60104.58 ± 1.76130.17 ± 3.00139.11 ± 3.50135.09 ± 0.52135.09 ± 0.52135.09 ± 0.52128.72 ± 1.87128.09 ± 3.59132.84 ± 3.07
Au6-cd1-400100.02 ± 0.56107.06 ± 3.95116.33 ± 6.32139.16 ± 6.89131.99 ± 0.50131.99 ± 0.50131.99 ± 0.50124.44 ± 5.63125.69 ± 4.62128.15 ± 6.26
Au7-300-drift-au7-cpd1-80099.03 ± 0.6397.68 ± 1.41114.95 ± 4.82130.95 ± 4.15134.79 ± 1.52135.47 ± 1.81135.47 ± 1.81106.21 ± 3.72106.22 ± 3.32137.99 ± 2.84
Au7-70098.90 ± 1.3698.55 ± 2.70111.03 ± 4.59138.48 ± 6.11137.25 ± 3.13138.19 ± 2.55138.19 ± 2.55113.58 ± 3.03111.08 ± 3.93128.82 ± 4.47
Au7-cpd1-50099.46 ± 0.8598.56 ± 2.77102.46 ± 6.33128.08 ± 5.92128.48 ± 0.87128.06 ± 1.63128.06 ± 1.63115.19 ± 4.86115.27 ± 6.42126.30 ± 5.00
Audiology-std97.30 ± 0.3771.56 ± 13.3966.74 ± 15.4972.36 ± 17.4992.29 ± 10.1985.55 ± 15.0581.75 ± 12.9955.26 ± 10.0458.45 ± 7.30110.81 ± 2.16
Audit-risk62.32 ± 3.3245.95 ± 9.602.31 ± 7.3228.16 ± 11.6420.84 ± 15.3617.56 ± 15.9915.22 ± 16.7431.35 ± 11.0632.12 ± 10.840.00 ± 0.00
Autism-adolescent-data79.76 ± 5.6621.72 ± 14.920.00 ± 0.0055.68 ± 30.3025.41 ± 32.8131.66 ± 33.3825.41 ± 32.8147.83 ± 37.0247.60 ± 37.800.00 ± 0.00
Autism-adult-data76.53 ± 2.9827.93 ± 13.510.00 ± 0.0047.57 ± 19.0411.90 ± 15.686.49 ± 13.939.17 ± 15.071.85 ± 1.121.61 ± 1.080.00 ± 0.00
Autism-child-data81.09 ± 2.3520.96 ± 7.070.00 ± 0.0066.42 ± 11.513.72 ± 11.750.00 ± 0.000.00 ± 0.006.57 ± 7.917.57 ± 8.330.00 ± 0.00
Autos79.44 ± 4.0093.69 ± 15.4959.87 ± 12.1674.84 ± 18.73130.14 ± 4.27129.13 ± 5.18129.13 ± 5.1869.30 ± 10.5569.54 ± 10.2298.15 ± 12.45
Avila55.95 ± 0.61113.05 ± 2.0036.89 ± 3.6179.05 ± 4.3791.07 ± 3.0387.94 ± 2.7385.79 ± 3.4681.95 ± 1.6581.87 ± 2.5285.67 ± 3.79
Balance-scale78.97 ± 2.1764.09 ± 1.7784.72 ± 6.5374.91 ± 9.1857.92 ± 4.5750.23 ± 3.0647.21 ± 5.0146.13 ± 7.3347.42 ± 7.76123.73 ± 6.26
Balloons84.28 ± 22.19100.00 ± 0.00101.11 ± 32.9873.52 ± 19.1673.13 ± 77.5945.07 ± 73.0145.07 ± 73.0175.07 ± 65.8573.43 ± 68.31132.51 ± 76.43
Bank96.18 ± 0.62111.16 ± 4.1497.70 ± 3.91116.66 ± 5.44101.26 ± 3.03100.51 ± 2.8099.77 ± 5.3492.83 ± 4.1594.47 ± 6.13105.87 ± 2.83
Blood97.90 ± 1.24100.92 ± 5.3593.54 ± 3.96124.81 ± 9.96108.82 ± 5.05107.53 ± 4.02108.89 ± 3.5492.25 ± 2.8792.58 ± 3.13114.18 ± 4.07
Breast-cancer-wisc-diag58.60 ± 4.8749.18 ± 21.8848.81 ± 21.0140.40 ± 10.1727.81 ± 17.5625.83 ± 16.1824.22 ± 13.5535.55 ± 11.2234.82 ± 15.5667.21 ± 12.49
Breast-cancer-wisc-prog98.67 ± 2.27122.29 ± 24.41111.32 ± 19.13120.18 ± 22.65105.85 ± 15.90107.68 ± 24.75108.63 ± 25.97109.19 ± 20.51111.40 ± 23.50127.77 ± 17.95
Breast-cancer-wisc42.39 ± 7.5341.10 ± 9.6949.02 ± 14.5440.44 ± 18.9931.30 ± 17.8432.10 ± 18.2335.28 ± 15.2839.94 ± 20.1438.95 ± 15.3554.13 ± 18.22
Breast-cancer94.83 ± 2.4399.22 ± 10.73101.11 ± 7.07117.59 ± 16.06111.32 ± 11.38112.77 ± 11.87115.11 ± 10.81104.46 ± 11.90110.64 ± 7.47118.69 ± 9.24
Breast-tissue76.84 ± 8.0177.80 ± 20.8379.52 ± 23.2175.89 ± 27.9298.27 ± 20.2984.92 ± 24.4878.96 ± 33.8975.31 ± 11.3277.58 ± 13.99104.08 ± 11.32
Bupa96.09 ± 2.82103.16 ± 7.94109.46 ± 13.07124.65 ± 8.26129.90 ± 3.37129.43 ± 3.63129.43 ± 3.6394.47 ± 8.3694.72 ± 8.45136.60 ± 11.34
Caesarian93.60 ± 11.3596.05 ± 22.1399.08 ± 10.67116.36 ± 24.92135.09 ± 8.43122.67 ± 20.60127.78 ± 26.66122.23 ± 31.46121.16 ± 27.44142.18 ± 31.33
Car95.36 ± 0.7969.09 ± 2.6129.29 ± 7.4736.24 ± 6.0132.85 ± 8.1727.62 ± 8.9426.08 ± 7.7443.50 ± 5.2944.30 ± 5.80114.50 ± 0.15
Cardiotocography-10classes84.03 ± 0.6275.38 ± 3.8660.30 ± 4.2470.89 ± 4.9366.78 ± 3.7764.57 ± 4.9363.32 ± 3.9058.39 ± 5.0760.51 ± 4.16111.71 ± 2.42
Cardiotocography-3classes89.05 ± 1.3994.05 ± 9.5359.47 ± 10.7265.38 ± 7.5069.32 ± 7.4865.19 ± 8.8064.76 ± 7.3659.43 ± 4.4658.51 ± 8.59100.16 ± 8.65
Cervical-cancer84.43 ± 6.4651.34 ± 37.8467.07 ± 48.2157.33 ± 48.43118.53 ± 2.39111.60 ± 14.93111.60 ± 14.9336.13 ± 34.4836.27 ± 35.10101.32 ± 19.29
Chemicalcomposionofceramic50.06 ± 4.870.00 ± 0.007.07 ± 22.362.46 ± 0.01147.37 ± 3.13147.37 ± 3.13147.37 ± 3.131.52 ± 1.091.15 ± 0.900.00 ± 0.00
Chess-krvk96.95 ± 0.2195.51 ± 0.6292.34 ± 3.10105.32 ± 3.35109.87 ± 2.65107.60 ± 2.33105.98 ± 3.0788.64 ± 1.2990.21 ± 1.38128.99 ± 1.82
Chess-krvkp95.07 ± 0.2463.94 ± 3.4614.61 ± 7.4546.19 ± 4.4621.81 ± 7.5016.25 ± 8.2817.13 ± 6.0014.65 ± 6.5314.17 ± 7.25115.92 ± 2.50
Congressional-voting99.08 ± 0.5698.72 ± 8.37100.02 ± 4.89102.46 ± 10.65127.09 ± 6.41127.74 ± 8.38128.44 ± 9.28100.83 ± 7.17100.21 ± 9.10124.89 ± 4.38
Conn-bench-sonar-mines-rocks91.67 ± 2.69105.49 ± 14.07103.66 ± 12.8270.39 ± 20.5177.67 ± 18.9766.81 ± 28.7362.39 ± 28.4976.31 ± 27.5872.57 ± 27.11119.98 ± 18.01
Conn-bench-vowel-deterding75.28 ± 0.7271.22 ± 4.9364.24 ± 9.748.49 ± 10.2935.40 ± 6.5720.36 ± 11.8613.93 ± 12.4252.47 ± 6.1457.37 ± 6.61119.12 ± 4.56
Connect-499.57 ± 0.06109.71 ± 2.9594.21 ± 4.89122.65 ± 5.94116.17 ± 0.57112.39 ± 2.25109.60 ± 4.18108.75 ± 5.03106.76 ± 4.24115.97 ± 0.29
Connectionist91.28 ± 2.65106.31 ± 19.3198.82 ± 14.6769.96 ± 16.79123.85 ± 13.85107.55 ± 25.6198.53 ± 37.5472.27 ± 22.0072.77 ± 21.46121.69 ± 11.57
Contrac97.07 ± 0.6398.84 ± 3.76101.01 ± 3.41130.99 ± 4.40118.62 ± 2.87118.74 ± 4.60119.53 ± 4.9793.08 ± 2.3893.39 ± 2.68126.84 ± 2.43
Covid-1987.72 ± 14.6179.48 ± 43.8673.28 ± 73.0887.99 ± 54.3082.96 ± 72.6891.62 ± 83.9075.86 ± 84.9270.16 ± 68.2469.60 ± 71.2240.14 ± 65.67
Credit-approval85.23 ± 2.4187.36 ± 7.0771.92 ± 8.6383.63 ± 15.0275.69 ± 14.7576.80 ± 12.6577.99 ± 12.3271.42 ± 7.8974.32 ± 8.9375.63 ± 12.80
Crowdsource78.25 ± 1.1378.56 ± 5.3865.54 ± 4.8843.75 ± 4.47100.86 ± 2.14100.86 ± 2.14100.86 ± 2.1451.09 ± 6.5151.84 ± 7.8394.05 ± 4.77
Crx84.30 ± 2.5087.46 ± 6.0866.22 ± 8.1686.43 ± 12.22133.68 ± 5.46132.53 ± 6.48130.46 ± 7.9277.27 ± 10.2474.64 ± 6.9575.63 ± 12.80
Cryother69.03 ± 11.0661.61 ± 31.4740.21 ± 30.2552.56 ± 36.3077.05 ± 35.7774.27 ± 35.3174.27 ± 35.3155.57 ± 26.2764.64 ± 24.7584.20 ± 23.42
Cylinder-bands94.25 ± 1.70109.94 ± 11.74102.49 ± 12.31112.91 ± 13.07100.60 ± 7.8593.26 ± 9.8188.51 ± 7.1598.44 ± 10.0397.40 ± 9.04118.22 ± 7.65
Dbworld-bodies97.96 ± 0.7491.88 ± 39.7872.99 ± 50.38124.94 ± 15.83134.97 ± 7.40134.97 ± 7.40118.84 ± 21.59//56.43 ± 50.38
Dbworld-bodies-stemmed97.80 ± 0.8390.04 ± 36.8255.89 ± 44.18115.89 ± 24.62134.97 ± 7.40127.54 ± 14.01100.12 ± 24.08//88.13 ± 53.62
Dbworld-subjects98.03 ± 0.7455.45 ± 29.6789.11 ± 19.4484.40 ± 30.41134.97 ± 7.40134.97 ± 7.40134.97 ± 7.4049.62 ± 40.3050.30 ± 45.60120.97 ± 20.46
Dbworld-subjects-stemmed98.04 ± 0.9354.72 ± 31.8478.89 ± 33.7774.88 ± 28.64134.97 ± 7.40134.97 ± 7.40134.97 ± 7.4052.27 ± 39.3354.64 ± 39.86124.42 ± 15.79
Dermatology75.32 ± 0.6618.33 ± 14.1625.26 ± 16.2728.11 ± 19.8318.90 ± 16.8216.26 ± 17.5616.01 ± 17.8219.29 ± 8.8119.56 ± 9.41112.15 ± 2.54
Diabetes90.33 ± 4.0487.05 ± 8.5093.05 ± 10.72114.11 ± 9.22123.93 ± 0.35123.93 ± 0.35123.93 ± 0.3588.21 ± 5.9188.85 ± 7.35111.61 ± 10.35
Diabetic94.35 ± 1.52130.35 ± 3.28102.47 ± 6.98124.28 ± 7.54129.33 ± 7.61127.28 ± 9.96127.18 ± 9.4386.96 ± 7.1387.10 ± 7.01136.76 ± 8.48
Divorce30.00 ± 11.7119.40 ± 25.0534.83 ± 28.2617.58 ± 22.3819.40 ± 25.0519.40 ± 25.0519.40 ± 25.0516.16 ± 20.7316.27 ± 21.0832.64 ± 30.09
Dota2train99.85 ± 0.08104.85 ± 3.87119.95 ± 7.33123.48 ± 5.37137.75 ± 0.47136.25 ± 5.32137.84 ± 4.80130.90 ± 14.23128.88 ± 16.59133.68 ± 5.46
Dow-jones-index93.85 ± 2.66110.18 ± 6.5092.93 ± 6.89134.37 ± 9.24138.58 ± 0.30138.58 ± 0.30138.58 ± 0.30105.45 ± 6.32107.80 ± 5.42131.99 ± 4.61
Dry-bean-dataset40.16 ± 1.3646.24 ± 3.3039.11 ± 2.9736.00 ± 3.5996.74 ± 3.4696.74 ± 3.4696.74 ± 3.4637.71 ± 3.5638.09 ± 3.0687.48 ± 2.65
Early-stage-diabetes-data-upload80.52 ± 2.3664.82 ± 9.5438.85 ± 12.4121.90 ± 19.2744.74 ± 22.0142.04 ± 21.7637.91 ± 23.8730.79 ± 14.3932.21 ± 16.8485.87 ± 10.59
Echocardiogram91.63 ± 5.2085.00 ± 32.6989.39 ± 24.07105.49 ± 24.2485.62 ± 32.1486.34 ± 36.7686.34 ± 36.7689.68 ± 23.0588.82 ± 26.1678.84 ± 17.81
Ecoli79.44 ± 1.5753.34 ± 10.9159.99 ± 16.7171.62 ± 12.1459.84 ± 10.8159.94 ± 10.2358.76 ± 8.7656.03 ± 7.7958.51 ± 7.7794.81 ± 10.09
Eegeyesate92.77 ± 0.51140.59 ± 12.3475.92 ± 2.3081.12 ± 5.42134.69 ± 0.04134.63 ± 0.10134.63 ± 0.10100.04 ± 2.91100.40 ± 3.71122.94 ± 1.94
Electrical74.59 ± 7.3328.67 ± 13.760.00 ± 0.0057.61 ± 24.1086.54 ± 18.2186.90 ± 16.6584.50 ± 15.9117.48 ± 14.9516.37 ± 13.973.84 ± 12.15
Energy-y167.33 ± 1.1166.60 ± 4.2725.99 ± 7.1687.63 ± 7.3260.16 ± 3.7356.88 ± 4.7956.45 ± 8.8253.37 ± 3.0253.97 ± 4.1070.36 ± 4.26
Energy-y262.98 ± 1.8259.28 ± 5.4949.15 ± 6.7386.64 ± 6.1057.05 ± 5.9154.18 ± 4.5352.63 ± 4.4346.47 ± 5.1845.91 ± 6.7360.36 ± 8.18
Extentionofz-alizadehsani93.28 ± 1.0950.69 ± 15.964.91 ± 12.1865.58 ± 17.91118.38 ± 1.28118.38 ± 1.28118.38 ± 1.2819.52 ± 19.6419.47 ± 20.0179.75 ± 16.62
Fertility99.64 ± 2.50103.14 ± 8.97110.92 ± 23.57116.09 ± 51.45105.82 ± 2.0095.33 ± 33.5589.19 ± 48.8487.80 ± 34.7990.72 ± 44.89105.82 ± 2.00
First-order97.73 ± 1.16278.38 ± 9.700.00 ± 0.0021.63 ± 15.46105.14 ± 0.2071.37 ± 13.0045.13 ± 19.146.20 ± 9.735.63 ± 9.67103.00 ± 10.21
Flags93.17 ± 1.73103.09 ± 6.7493.28 ± 12.85114.36 ± 9.25108.36 ± 10.53106.34 ± 11.56107.13 ± 14.89103.62 ± 13.05101.17 ± 9.90103.01 ± 8.41
Foresttypes65.19 ± 3.2329.20 ± 21.7128.54 ± 23.9429.29 ± 19.57136.89 ± 2.30134.86 ± 3.38134.86 ± 3.3824.10 ± 16.4524.09 ± 17.2567.11 ± 17.23
Garments-worker-productivity95.85 ± 0.53105.03 ± 2.13104.73 ± 4.85139.38 ± 3.22130.58 ± 3.01129.99 ± 3.04129.23 ± 2.5999.04 ± 3.33100.34 ± 3.44133.66 ± 3.68
Gender-name-dataset100.32 ± 0.82124.83 ± 2.80100.10 ± 0.1599.11 ± 2.26122.30 ± 2.35122.12 ± 3.46122.02 ± 3.10100.56 ± 0.65100.86 ± 0.87128.32 ± 1.70
Gesture-a1-raw54.41 ± 2.0978.70 ± 4.6148.63 ± 5.5632.45 ± 5.22133.07 ± 0.23133.07 ± 0.23133.07 ± 0.2347.38 ± 6.3047.42 ± 2.8530.33 ± 6.80
Gesture-a1-va383.35 ± 1.72104.11 ± 4.6195.81 ± 6.9087.08 ± 4.64133.19 ± 0.13133.19 ± 0.13133.19 ± 0.1382.05 ± 2.5884.43 ± 4.15106.40 ± 2.71
Gesture-a2-raw55.12 ± 1.0986.90 ± 5.3953.71 ± 7.0437.23 ± 12.58132.00 ± 0.25132.00 ± 0.25132.00 ± 0.2549.13 ± 4.4948.19 ± 6.0937.91 ± 9.21
Gesture-a2-va387.85 ± 2.04117.67 ± 10.25105.65 ± 3.6695.63 ± 6.11132.16 ± 0.24132.16 ± 0.24132.16 ± 0.2492.42 ± 4.1894.44 ± 5.19114.52 ± 5.11
Gesture-a3-raw47.60 ± 1.7391.15 ± 3.2841.91 ± 3.4431.34 ± 3.97131.25 ± 0.15131.25 ± 0.15131.25 ± 0.1548.29 ± 2.9349.41 ± 5.2335.29 ± 4.54
Gesture-a3-va385.41 ± 0.92111.26 ± 3.8777.48 ± 6.0351.91 ± 4.77131.35 ± 0.20131.35 ± 0.20131.35 ± 0.2083.48 ± 3.5382.86 ± 2.97114.95 ± 2.80
Gesture-b1-raw51.48 ± 2.62108.43 ± 4.3943.24 ± 7.9236.13 ± 10.17129.61 ± 0.72129.41 ± 0.81129.41 ± 0.8151.59 ± 6.4348.95 ± 4.2848.07 ± 6.62
Gesture-b1-va387.25 ± 2.47128.32 ± 7.1587.85 ± 5.8550.33 ± 7.39129.95 ± 0.31129.95 ± 0.31129.95 ± 0.3187.35 ± 3.9686.40 ± 6.04125.54 ± 4.73
Gesture-b3-raw57.69 ± 2.8093.30 ± 4.3946.77 ± 8.6034.08 ± 3.49132.38 ± 0.32132.38 ± 0.32132.38 ± 0.3250.93 ± 9.1252.43 ± 8.7333.85 ± 8.71
Gesture-b3-va393.98 ± 1.41115.66 ± 3.94101.47 ± 4.6175.58 ± 4.98132.48 ± 0.15132.48 ± 0.15132.48 ± 0.1589.32 ± 4.8094.06 ± 5.10125.20 ± 5.78
Gesture-c1-raw57.89 ± 2.5186.46 ± 3.7050.93 ± 5.1737.44 ± 5.75137.26 ± 0.36137.26 ± 0.36137.26 ± 0.3650.18 ± 7.0951.27 ± 8.2838.92 ± 8.27
Gesture-c1-va388.63 ± 2.11102.77 ± 4.2298.51 ± 4.2086.33 ± 5.11137.48 ± 0.28137.48 ± 0.28137.48 ± 0.2885.44 ± 4.2989.37 ± 2.79121.76 ± 4.82
Gesture-c3-raw56.15 ± 2.1290.95 ± 5.4853.79 ± 8.1341.72 ± 7.02136.91 ± 0.21136.91 ± 0.21136.91 ± 0.2154.09 ± 5.4859.42 ± 3.4637.86 ± 4.86
Gesture-c3-va391.31 ± 1.49110.23 ± 2.36102.38 ± 4.9697.90 ± 6.11136.95 ± 0.18136.95 ± 0.18136.95 ± 0.1891.04 ± 3.8792.53 ± 5.78121.37 ± 2.94
Glass82.19 ± 3.64102.03 ± 7.8987.40 ± 12.5287.15 ± 14.2085.22 ± 10.4686.50 ± 12.8688.00 ± 12.6080.26 ± 10.1879.87 ± 6.72107.44 ± 10.85
Go-track-tracks73.67 ± 8.9776.28 ± 12.0060.07 ± 27.3048.88 ± 36.66103.74 ± 22.81104.08 ± 21.33104.08 ± 21.3364.23 ± 18.6064.32 ± 17.6495.42 ± 28.22
Haberman-survival97.97 ± 2.8998.54 ± 7.5898.53 ± 3.60128.48 ± 14.74118.32 ± 10.07121.39 ± 5.88121.39 ± 5.8897.51 ± 6.1997.41 ± 6.44117.85 ± 5.87
Hayes-roth73.71 ± 3.9677.38 ± 4.1659.28 ± 10.7746.15 ± 10.1960.55 ± 24.5375.26 ± 13.6476.81 ± 13.7073.09 ± 20.4572.97 ± 21.55131.15 ± 6.96
Hcc-data95.40 ± 2.24109.37 ± 15.30110.61 ± 12.20122.62 ± 13.45127.07 ± 2.32127.07 ± 2.32127.07 ± 2.32111.77 ± 22.45114.42 ± 17.38111.74 ± 24.68
Hcvdat85.09 ± 2.3678.59 ± 16.6876.01 ± 11.3787.36 ± 7.19104.58 ± 0.23104.58 ± 0.23104.58 ± 0.2364.82 ± 15.3671.08 ± 13.0496.31 ± 6.54
Heart-cleveland92.89 ± 2.2994.58 ± 10.47110.50 ± 10.30117.14 ± 8.26114.18 ± 10.92112.30 ± 11.70114.03 ± 11.93105.31 ± 8.01106.11 ± 8.97120.91 ± 8.17
Heart-hungarian81.71 ± 5.5381.94 ± 15.6085.06 ± 14.9596.81 ± 17.9187.03 ± 19.2785.86 ± 16.9183.96 ± 18.0486.49 ± 16.0787.92 ± 11.6492.81 ± 23.08
Heart-switzerland98.89 ± 3.07106.19 ± 8.26118.09 ± 14.35133.59 ± 13.68130.40 ± 6.78129.62 ± 6.35127.68 ± 7.19111.78 ± 13.06111.48 ± 11.46137.20 ± 13.31
Heart-va98.75 ± 1.41106.74 ± 8.88121.36 ± 6.10128.15 ± 7.90130.27 ± 9.54132.80 ± 8.65134.71 ± 9.31119.46 ± 7.43121.70 ± 8.19137.11 ± 9.38
Heart-failure-clinical-records-dataset94.23 ± 2.0487.18 ± 8.4888.56 ± 11.78124.71 ± 13.39121.30 ± 1.49121.30 ± 1.49121.30 ± 1.49102.12 ± 11.4096.17 ± 18.4879.54 ± 16.67
Hepatitis93.31 ± 3.5291.15 ± 25.26102.30 ± 29.81101.25 ± 17.5399.62 ± 19.3186.24 ± 47.2986.24 ± 47.2995.75 ± 28.21102.81 ± 31.56125.06 ± 18.48
Hill-valley102.00 ± 2.42139.88 ± 9.03100.30 ± 0.67138.51 ± 5.04138.07 ± 9.33137.99 ± 10.62136.58 ± 10.0696.94 ± 3.6297.73 ± 3.97144.77 ± 6.83
Hiv1625data58.63 ± 3.9951.93 ± 8.5164.10 ± 7.2364.25 ± 5.3165.88 ± 8.7060.27 ± 9.6058.62 ± 10.8947.93 ± 11.5257.93 ± 12.01107.86 ± 4.69
Hiv746data60.56 ± 5.0152.90 ± 9.4673.66 ± 8.0167.27 ± 8.0363.74 ± 12.4959.78 ± 10.0659.09 ± 11.4550.21 ± 9.0351.82 ± 11.7586.83 ± 11.35
Horse-colic89.18 ± 2.6297.44 ± 13.2670.82 ± 16.0198.76 ± 16.2682.97 ± 13.3880.16 ± 14.4578.96 ± 16.1990.78 ± 10.4987.85 ± 19.7986.54 ± 12.50
Htru55.10 ± 3.6178.10 ± 3.5747.16 ± 5.9158.46 ± 3.99103.17 ± 0.83101.20 ± 1.13101.76 ± 1.0744.44 ± 4.8244.93 ± 4.7953.58 ± 4.38
Hypothyroid93.63 ± 1.1572.24 ± 6.7419.79 ± 9.48107.70 ± 9.64100.96 ± 1.8899.96 ± 4.87100.12 ± 5.1181.22 ± 19.0487.35 ± 21.4071.52 ± 8.75
Ibeacon-rssi-labeled97.31 ± 0.22107.16 ± 1.4794.52 ± 2.0389.22 ± 2.04115.45 ± 1.48113.31 ± 2.53112.23 ± 2.8391.45 ± 1.5391.23 ± 1.74139.03 ± 1.26
Ilpd-indian-liver96.22 ± 2.81144.80 ± 8.99103.60 ± 6.40130.56 ± 11.37118.37 ± 0.65119.76 ± 3.59119.36 ± 5.1493.07 ± 3.1293.10 ± 3.39128.80 ± 6.22
Image-segmentation65.23 ± 2.8669.31 ± 9.0345.94 ± 22.0353.06 ± 10.0354.39 ± 6.8153.90 ± 10.2554.96 ± 10.0139.77 ± 8.7642.53 ± 9.9197.18 ± 11.10
Immunotherapy93.17 ± 5.7997.62 ± 21.8591.37 ± 30.22124.97 ± 54.46111.97 ± 4.45111.97 ± 4.45111.97 ± 4.4591.06 ± 29.5895.88 ± 31.6389.90 ± 37.42
Impensdata83.51 ± 2.9370.69 ± 8.24100.00 ± 0.0090.49 ± 9.22108.93 ± 0.21108.93 ± 0.21108.93 ± 0.2180.25 ± 9.6485.97 ± 11.92108.35 ± 6.83
In-vehicle-coupon-recommendation97.92 ± 0.1295.44 ± 1.6592.34 ± 1.19112.19 ± 2.23112.59 ± 2.38111.63 ± 2.38110.86 ± 2.41104.27 ± 1.75103.05 ± 2.88126.84 ± 1.42
Indian95.31 ± 2.20144.46 ± 9.23105.80 ± 8.41131.74 ± 12.56116.21 ± 3.38117.66 ± 3.01117.66 ± 3.0194.53 ± 4.1594.71 ± 3.40129.12 ± 6.10
Ionosphere62.23 ± 4.8181.13 ± 12.7859.31 ± 12.1375.60 ± 13.6548.69 ± 10.2843.50 ± 18.9339.50 ± 17.9060.43 ± 6.3459.15 ± 11.1088.58 ± 22.85
Iris59.06 ± 8.7230.32 ± 17.4822.67 ± 26.1926.88 ± 26.9122.36 ± 23.5724.21 ± 26.1122.36 ± 23.5720.87 ± 18.6821.64 ± 19.9540.57 ± 28.95
Jain45.29 ± 13.7141.53 ± 12.815.23 ± 16.550.68 ± 0.010.00 ± 0.000.00 ± 0.000.00 ± 0.0039.92 ± 11.0440.90 ± 10.5744.01 ± 25.18
Jsbach-chorals-harmony81.57 ± 0.7950.79 ± 3.8454.21 ± 4.5645.20 ± 4.4760.15 ± 4.8854.68 ± 4.0751.89 ± 6.4845.78 ± 5.8050.58 ± 8.1462.55 ± 4.68
Knowledge85.87 ± 4.1859.22 ± 16.3034.90 ± 22.5181.75 ± 13.8864.23 ± 21.3247.97 ± 29.5738.60 ± 29.5739.56 ± 17.9441.39 ± 16.9067.95 ± 17.68
Lasvegastripadvisorreviews100.32 ± 0.25111.50 ± 3.13121.51 ± 3.80139.33 ± 3.30142.23 ± 2.77143.67 ± 3.93141.71 ± 4.01128.63 ± 4.12129.31 ± 4.45141.56 ± 2.71
Leaf86.01 ± 1.1768.95 ± 10.6683.50 ± 8.86135.31 ± 2.22130.96 ± 3.21125.23 ± 4.31124.00 ± 4.6385.62 ± 6.0188.69 ± 5.82125.49 ± 3.94
Led-display88.07 ± 0.4266.81 ± 3.9770.14 ± 4.3368.69 ± 4.8978.85 ± 5.7979.17 ± 5.3079.60 ± 5.0968.26 ± 4.3968.70 ± 4.07133.70 ± 1.05
Lenses82.99 ± 20.68103.60 ± 12.8660.43 ± 78.7851.16 ± 53.7853.59 ± 72.6855.38 ± 78.0255.38 ± 78.0275.56 ± 66.8179.26 ± 70.3693.86 ± 84.38
Letter90.04 ± 0.1272.31 ± 0.6547.09 ± 1.3029.17 ± 1.0532.64 ± 0.8028.83 ± 1.0726.93 ± 0.8456.10 ± 1.9158.02 ± 1.50131.19 ± 0.29
Libras82.82 ± 2.2585.98 ± 11.7974.79 ± 12.3953.22 ± 10.1563.27 ± 6.8455.56 ± 8.5352.31 ± 8.1058.94 ± 6.8558.09 ± 6.86129.89 ± 5.00
Low-res-spect79.46 ± 1.6276.21 ± 7.5768.59 ± 7.6069.06 ± 8.7256.34 ± 6.6255.72 ± 7.3953.10 ± 7.3043.58 ± 7.7246.68 ± 8.0088.79 ± 8.96
Lung-cancer93.99 ± 4.8896.56 ± 31.00117.28 ± 29.32103.21 ± 56.95110.93 ± 42.92103.54 ± 41.58112.79 ± 45.74114.07 ± 24.85114.63 ± 25.64124.19 ± 22.45
Lymphography87.03 ± 2.3470.67 ± 17.6291.72 ± 19.3688.84 ± 36.0767.15 ± 29.9072.22 ± 22.0277.76 ± 18.3075.23 ± 17.1175.45 ± 19.2294.63 ± 15.89
Magic84.07 ± 1.78101.85 ± 4.2478.74 ± 4.8293.84 ± 5.4781.20 ± 5.8880.57 ± 4.7180.60 ± 3.8671.56 ± 5.3674.11 ± 5.40110.22 ± 8.88
Mammographic79.84 ± 2.6182.69 ± 7.1272.33 ± 4.8294.63 ± 9.6883.20 ± 5.2684.13 ± 6.1983.62 ± 6.4173.77 ± 4.4775.48 ± 6.2385.30 ± 2.93
Miniboone82.25 ± 1.18189.93 ± 1.9381.34 ± 7.1891.38 ± 4.3288.45 ± 7.4285.36 ± 6.4483.07 ± 5.9575.70 ± 4.3476.58 ± 4.2896.24 ± 4.74
Molec-biol-promoter89.39 ± 4.0254.41 ± 28.4796.63 ± 20.34101.51 ± 23.1179.01 ± 27.8671.19 ± 34.5271.19 ± 34.5284.66 ± 19.6085.23 ± 19.65108.30 ± 20.19
Molec-biol-splice96.61 ± 0.2143.89 ± 4.6847.20 ± 6.16109.44 ± 3.1564.55 ± 5.1264.20 ± 4.4165.59 ± 3.2964.73 ± 4.9465.33 ± 4.39109.16 ± 3.42
Monks-179.68 ± 6.3585.58 ± 16.0018.01 ± 25.67107.12 ± 19.5377.61 ± 43.6772.46 ± 41.0276.16 ± 32.3043.91 ± 43.4536.89 ± 47.79101.45 ± 20.94
Monks-2100.90 ± 2.75103.08 ± 4.5790.54 ± 20.46126.56 ± 16.70133.06 ± 10.97127.05 ± 21.06121.08 ± 19.5992.51 ± 20.2490.88 ± 13.73132.43 ± 7.25
Monks-378.01 ± 7.2364.86 ± 11.4040.50 ± 31.3294.43 ± 30.5451.83 ± 37.0857.14 ± 33.6257.14 ± 33.6264.71 ± 32.5155.86 ± 24.1593.71 ± 8.47
Mushroom67.75 ± 1.0065.00 ± 3.450.00 ± 0.000.03 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.29 ± 0.040.22 ± 0.0423.99 ± 4.20
Musk-182.69 ± 2.5098.13 ± 14.2175.59 ± 17.2277.25 ± 12.7859.52 ± 15.2354.34 ± 11.7849.30 ± 12.2641.77 ± 10.9342.38 ± 10.08122.88 ± 14.88
Musk-279.29 ± 2.02102.70 ± 5.9356.26 ± 8.9053.27 ± 6.3953.67 ± 8.4943.30 ± 8.5637.44 ± 8.1326.11 ± 9.6126.31 ± 10.9887.81 ± 5.55
Newdiagnosis50.72 ± 3.0830.73 ± 7.330.00 ± 0.000.18 ± 0.020.00 ± 0.000.00 ± 0.000.00 ± 0.001.51 ± 0.171.10 ± 0.1094.98 ± 16.20
Nursery89.23 ± 0.1650.15 ± 1.5210.57 ± 3.7547.61 ± 1.5322.67 ± 1.4219.67 ± 1.5417.60 ± 1.6027.33 ± 4.6331.85 ± 5.4792.21 ± 1.63
Obesitydataset-raw-and-data-sinthetic80.81 ± 0.4472.54 ± 2.0436.38 ± 5.5964.50 ± 4.4748.72 ± 5.5543.66 ± 5.8441.54 ± 6.1333.04 ± 7.2034.19 ± 4.0787.58 ± 4.75
Obs-network-dataset-2-aug2752.23 ± 2.2486.99 ± 8.342.58 ± 8.1514.70 ± 8.1626.00 ± 4.0926.00 ± 4.0926.00 ± 4.0926.01 ± 7.8121.90 ± 6.7352.27 ± 6.35
Occupancy-data35.36 ± 3.1341.97 ± 5.2022.80 ± 6.3718.52 ± 5.6990.59 ± 4.8387.73 ± 5.6687.73 ± 5.6626.40 ± 5.8325.76 ± 5.8322.91 ± 6.78
Occupancy-data235.32 ± 2.0746.60 ± 3.3217.76 ± 2.8117.59 ± 3.6599.54 ± 1.4992.95 ± 1.8892.95 ± 1.8817.73 ± 3.3417.88 ± 2.6419.26 ± 2.59
Occupancy-data328.48 ± 3.3633.40 ± 4.7716.77 ± 1.6817.60 ± 3.81101.09 ± 1.5896.21 ± 1.8996.17 ± 1.8721.45 ± 3.1621.58 ± 2.9419.14 ± 3.05
Old85.14 ± 0.5742.84 ± 3.7839.55 ± 6.2826.61 ± 5.3444.47 ± 4.3243.75 ± 5.8642.45 ± 5.5230.94 ± 5.8030.90 ± 6.9867.54 ± 4.81
Online-shoppers-intention93.64 ± 0.25107.81 ± 3.4882.63 ± 2.45118.80 ± 1.82108.85 ± 0.19109.02 ± 0.45109.22 ± 0.5478.72 ± 2.3280.45 ± 4.5494.78 ± 4.01
Oocytes-merluccius-nucleus-4d92.39 ± 2.57126.11 ± 8.3493.80 ± 4.53111.77 ± 7.42101.17 ± 6.6994.63 ± 5.9692.41 ± 7.3380.60 ± 6.8683.56 ± 8.49122.17 ± 9.10
Oocytes-merluccius-states-2f63.53 ± 4.9079.46 ± 9.8161.47 ± 11.0261.45 ± 9.5259.47 ± 9.3058.27 ± 7.3555.66 ± 7.2953.41 ± 5.9754.99 ± 7.3788.04 ± 11.26
Oocytes-trisopterus-nucleus-2f94.00 ± 2.91130.24 ± 8.2598.36 ± 10.84101.83 ± 11.8487.53 ± 8.5281.11 ± 8.9082.39 ± 6.9572.86 ± 8.5978.50 ± 8.77128.61 ± 9.79
Oocytes-trisopterus-states-5b71.13 ± 6.1295.75 ± 8.1364.57 ± 8.7958.95 ± 12.7556.09 ± 12.2854.47 ± 10.4253.04 ± 9.1946.27 ± 9.3645.98 ± 10.0489.06 ± 6.25
Optdigits89.77 ± 0.1542.09 ± 2.7043.53 ± 3.3717.13 ± 4.0077.23 ± 2.7874.66 ± 3.1374.66 ± 3.1318.30 ± 3.4316.68 ± 3.29127.34 ± 1.08
Optical89.27 ± 0.2241.47 ± 3.0545.83 ± 2.9618.20 ± 3.4617.43 ± 3.3216.17 ± 4.4216.45 ± 3.9717.67 ± 3.1518.78 ± 3.43126.75 ± 1.13
Ozone99.38 ± 0.13318.38 ± 16.15119.39 ± 9.97131.98 ± 8.63101.46 ± 0.10101.46 ± 0.10101.46 ± 0.10108.58 ± 14.16103.74 ± 12.33106.04 ± 6.86
Page-blocks73.74 ± 2.7795.47 ± 6.4854.63 ± 3.5264.31 ± 5.0363.14 ± 6.3360.92 ± 6.8560.60 ± 6.9056.36 ± 6.0957.36 ± 4.9381.05 ± 3.97
Parkingbirmingham49.50 ± 2.7956.99 ± 1.850.00 ± 0.0022.73 ± 2.9992.47 ± 4.1989.49 ± 4.5289.49 ± 4.5246.52 ± 1.7843.82 ± 2.020.00 ± 0.00
Parkinsons80.16 ± 7.40124.32 ± 25.4598.43 ± 12.5936.91 ± 24.5978.74 ± 21.5368.60 ± 30.3962.99 ± 28.2763.95 ± 25.0760.75 ± 32.6183.06 ± 25.05
Pasture85.52 ± 8.6170.69 ± 49.9262.84 ± 47.6170.45 ± 55.58145.90 ± 3.85145.90 ± 3.85145.90 ± 3.8563.21 ± 50.8065.25 ± 51.6691.28 ± 53.06
Pbc87.75 ± 3.4688.39 ± 13.9984.26 ± 14.91129.68 ± 13.55127.52 ± 0.80127.52 ± 0.80127.52 ± 0.80101.73 ± 9.6998.13 ± 6.58106.95 ± 18.06
Pen72.38 ± 0.3853.31 ± 2.2526.98 ± 1.9311.80 ± 1.59138.66 ± 0.69137.88 ± 0.77137.88 ± 0.7732.79 ± 1.9033.46 ± 1.55116.48 ± 1.48
Pendigits71.98 ± 0.4049.64 ± 2.7128.47 ± 2.7911.05 ± 2.408.97 ± 2.478.09 ± 3.118.23 ± 3.2130.62 ± 1.9331.40 ± 1.82115.72 ± 1.90
Pharynx101.25 ± 2.56108.18 ± 9.07100.00 ± 0.04139.58 ± 22.58115.08 ± 16.84119.68 ± 22.09126.61 ± 20.52115.62 ± 9.70119.82 ± 28.27201.32 ± 11.50
Phishingwebsites87.95 ± 0.2146.34 ± 2.2237.25 ± 2.0628.94 ± 2.6547.16 ± 2.2544.97 ± 2.2343.78 ± 2.1132.02 ± 2.0632.09 ± 1.8067.07 ± 1.70
Pima90.47 ± 3.5987.25 ± 8.4293.05 ± 10.72114.11 ± 9.22103.18 ± 8.64104.30 ± 8.58104.66 ± 7.2388.21 ± 5.9188.85 ± 7.35111.61 ± 10.35
Pittsburg-bridges-rel-l89.50 ± 5.0889.37 ± 18.3097.38 ± 18.6089.14 ± 38.62102.52 ± 20.85101.05 ± 20.8092.90 ± 21.2099.94 ± 19.1096.28 ± 20.1696.57 ± 19.22
Pittsburg-bridges-span89.67 ± 4.4084.73 ± 15.5294.81 ± 16.21113.97 ± 26.05104.74 ± 21.91105.75 ± 26.40105.75 ± 26.4091.20 ± 12.1191.85 ± 17.20120.35 ± 16.75
Pittsburg-bridges-t-or-d95.87 ± 7.3088.10 ± 22.04106.33 ± 31.57106.73 ± 46.7698.57 ± 35.8788.59 ± 50.2984.28 ± 46.4183.77 ± 58.0789.37 ± 63.4498.71 ± 59.34
Pittsburg-bridges-type92.48 ± 4.2988.86 ± 10.4191.56 ± 10.94101.39 ± 15.88109.49 ± 15.6198.66 ± 23.8798.12 ± 19.2990.60 ± 19.3295.59 ± 19.39107.61 ± 7.39
Pittsburg-bridgesmaterial80.30 ± 5.5980.47 ± 16.7368.43 ± 21.1781.75 ± 38.2680.98 ± 15.6583.67 ± 14.8882.05 ± 34.0079.77 ± 19.5386.96 ± 19.6178.92 ± 11.95
Planning100.69 ± 2.28109.01 ± 8.59100.00 ± 0.02127.40 ± 17.80118.23 ± 1.26120.18 ± 11.79128.81 ± 13.19124.95 ± 13.76133.30 ± 19.79135.77 ± 15.55
Plant-margin95.45 ± 0.1253.64 ± 4.4597.15 ± 4.5970.29 ± 3.6758.80 ± 4.0355.28 ± 5.1654.59 ± 5.1850.54 ± 3.1751.14 ± 3.91136.54 ± 1.61
Plant-shape93.38 ± 0.1294.55 ± 3.0598.45 ± 3.2881.84 ± 3.95101.54 ± 1.6193.41 ± 3.3989.74 ± 3.7973.32 ± 4.1774.65 ± 3.18135.89 ± 1.20
Plant-texture95.78 ± 0.1570.64 ± 4.5993.55 ± 3.2661.49 ± 4.3457.93 ± 4.2553.86 ± 4.3052.90 ± 4.5051.11 ± 2.2252.36 ± 2.09139.65 ± 0.65
Poker-hand-training-true100.00 ± 0.01100.01 ± 0.04112.92 ± 2.44136.31 ± 1.12120.55 ± 1.45122.21 ± 1.34123.81 ± 1.5899.37 ± 0.59100.33 ± 1.10132.74 ± 0.01
Post-operative100.05 ± 3.10107.98 ± 7.4999.93 ± 0.31135.74 ± 14.49116.16 ± 4.71120.44 ± 8.71124.20 ± 12.12120.66 ± 17.21128.98 ± 20.86120.44 ± 8.71
Primary-tumor95.96 ± 0.6792.08 ± 8.2799.11 ± 5.53114.86 ± 7.80109.30 ± 11.30111.22 ± 10.70112.01 ± 12.02102.94 ± 7.17104.08 ± 7.15127.72 ± 2.50
Qsarbioconcentration100.25 ± 0.61102.46 ± 2.87103.67 ± 8.00142.45 ± 10.81115.78 ± 0.99119.26 ± 3.67125.03 ± 6.00108.72 ± 6.30110.13 ± 5.28120.21 ± 6.76
Qsarbiodegradation89.51 ± 1.69100.09 ± 6.6080.51 ± 7.3685.38 ± 5.9179.18 ± 7.3178.18 ± 6.3979.99 ± 7.2369.56 ± 5.1170.77 ± 6.78101.76 ± 8.68
Qualitative-bankruptcy32.35 ± 3.735.51 ± 10.5817.29 ± 22.811.33 ± 2.389.79 ± 21.049.79 ± 21.044.03 ± 12.744.33 ± 11.384.13 ± 11.3113.86 ± 22.80
Ringnorm74.09 ± 2.0919.74 ± 2.9856.68 ± 0.7099.62 ± 3.2023.46 ± 3.6524.51 ± 3.3825.43 ± 3.7753.40 ± 4.6553.76 ± 2.92119.27 ± 1.63
Risk-factors-cervical-cancer94.94 ± 1.15126.72 ± 13.0577.04 ± 17.5295.64 ± 19.78103.33 ± 0.35104.24 ± 5.0899.45 ± 11.4680.68 ± 15.4687.01 ± 18.1077.93 ± 21.08
Robotnavigation55.25 ± 1.48107.44 ± 1.8810.13 ± 3.4359.46 ± 3.1354.79 ± 3.1551.52 ± 2.8649.12 ± 2.3955.42 ± 4.2855.26 ± 6.0486.18 ± 3.25
Sapfile96.14 ± 1.48100.24 ± 9.39115.93 ± 15.89129.08 ± 8.60125.60 ± 11.63124.81 ± 8.63124.58 ± 10.95116.65 ± 10.66117.63 ± 13.94133.77 ± 14.89
Sat60.61 ± 0.6069.58 ± 2.1756.20 ± 2.0348.23 ± 2.01135.02 ± 0.49133.93 ± 0.43133.93 ± 0.4346.77 ± 3.4449.11 ± 2.2899.66 ± 1.62
Satelite60.65 ± 0.6169.61 ± 2.1655.92 ± 1.5948.11 ± 2.83135.03 ± 0.52133.86 ± 0.65133.86 ± 0.6546.50 ± 1.0448.25 ± 2.2899.38 ± 2.04
Scadi87.09 ± 1.4361.49 ± 23.5962.84 ± 26.0266.13 ± 26.9779.45 ± 15.6070.12 ± 31.3361.52 ± 37.6267.24 ± 19.9167.29 ± 20.46104.98 ± 13.00
Schillingdata84.94 ± 1.1262.10 ± 2.63100.00 ± 0.0091.64 ± 3.69107.37 ± 0.0997.69 ± 4.5485.26 ± 3.4171.97 ± 9.5285.21 ± 12.03107.98 ± 1.36
Seeds58.92 ± 5.9344.58 ± 18.3645.28 ± 20.7740.64 ± 6.5538.07 ± 21.3038.07 ± 21.3038.07 ± 21.3030.45 ± 10.3129.24 ± 9.5770.34 ± 19.38
Segment59.50 ± 1.2165.40 ± 2.8025.83 ± 4.3425.64 ± 2.8489.82 ± 3.7187.68 ± 3.1787.74 ± 3.2527.25 ± 3.4825.77 ± 2.6091.78 ± 3.52
Seismic-bumps99.02 ± 0.35138.24 ± 9.17100.18 ± 0.57131.00 ± 9.20103.46 ± 0.01103.46 ± 0.01103.46 ± 0.01100.79 ± 3.96102.92 ± 4.94106.98 ± 4.05
Semeion96.86 ± 0.0753.86 ± 5.5170.01 ± 3.4542.40 ± 4.2131.05 ± 3.7729.08 ± 2.4829.31 ± 2.5835.85 ± 4.0635.19 ± 4.68133.68 ± 0.39
Setapprocesst195.41 ± 5.81130.37 ± 39.71120.89 ± 28.33123.25 ± 19.31128.77 ± 13.55118.98 ± 21.01122.56 ± 17.65116.55 ± 45.33116.16 ± 44.9698.22 ± 61.05
Setapprocesst1099.97 ± 4.17154.43 ± 21.86131.27 ± 23.89127.99 ± 32.23122.05 ± 5.22122.05 ± 5.22122.05 ± 5.22133.00 ± 42.66133.55 ± 36.13129.59 ± 14.46
Setapprocesst1199.41 ± 4.33134.13 ± 42.31116.67 ± 34.31132.74 ± 23.21122.05 ± 5.22122.05 ± 5.22122.05 ± 5.22121.08 ± 25.91114.69 ± 28.33137.85 ± 16.93
Setapprocesst298.71 ± 4.31114.63 ± 26.5090.85 ± 49.65117.85 ± 48.89122.05 ± 5.22122.05 ± 5.22122.05 ± 5.22118.79 ± 31.46113.52 ± 32.8577.95 ± 49.39
Setapprocesst399.05 ± 4.05122.25 ± 23.50126.61 ± 30.35119.20 ± 27.49122.05 ± 5.22122.05 ± 5.22122.05 ± 5.22117.27 ± 24.34118.37 ± 16.90143.18 ± 26.50
Setapprocesst4100.78 ± 1.89146.77 ± 47.89141.95 ± 29.31133.29 ± 34.37116.99 ± 7.71116.99 ± 7.71116.99 ± 7.71136.51 ± 38.59136.70 ± 30.51113.48 ± 23.96
Setapprocesst597.92 ± 5.06150.96 ± 26.50134.24 ± 31.44129.29 ± 27.69124.00 ± 9.11125.95 ± 11.41125.95 ± 11.41121.69 ± 19.30120.29 ± 18.53113.68 ± 55.27
Setapprocesst698.36 ± 2.96114.55 ± 30.62116.30 ± 25.27122.44 ± 27.05122.05 ± 5.22122.05 ± 5.22122.05 ± 5.22117.72 ± 37.58119.04 ± 33.16130.04 ± 35.03
Setapprocesst798.65 ± 4.5598.83 ± 35.72118.41 ± 49.74121.67 ± 25.15122.05 ± 5.22122.05 ± 5.22122.05 ± 5.2297.17 ± 40.6298.87 ± 40.41143.69 ± 23.95
Setapprocesst897.57 ± 3.64113.36 ± 28.07103.27 ± 30.86120.07 ± 43.69122.05 ± 5.22122.05 ± 5.22122.05 ± 5.22109.43 ± 40.65107.74 ± 43.23150.24 ± 22.05
Setapprocesst998.89 ± 3.20117.62 ± 26.75110.54 ± 31.35133.62 ± 14.38122.05 ± 5.22122.05 ± 5.22122.05 ± 5.2297.88 ± 43.95108.83 ± 43.44147.47 ± 28.50
Shillbiddingdataset68.39 ± 0.5855.61 ± 4.2819.11 ± 3.7028.07 ± 5.1421.45 ± 4.7520.85 ± 5.6718.40 ± 5.3715.59 ± 4.5015.05 ± 7.0753.18 ± 5.20
Shuttle-landing-control105.16 ± 98.60166.55 ± 227.7862.34 ± 15.6584.84 ± 117.7210.69 ± 33.8010.69 ± 33.8010.69 ± 33.80102.61 ± 199.52106.67 ± 212.3590.69 ± 251.48
Somervillehappinesssurvey201597.70 ± 6.04103.40 ± 12.6096.69 ± 20.43111.71 ± 21.10125.77 ± 16.48128.01 ± 15.36127.58 ± 18.64117.91 ± 19.08118.43 ± 20.09114.71 ± 26.82
Sonar91.62 ± 2.77105.49 ± 14.10103.66 ± 12.8270.39 ± 20.51116.68 ± 9.43108.18 ± 16.25101.43 ± 18.6574.27 ± 29.1974.33 ± 29.17121.44 ± 18.90
Soybean89.33 ± 0.6636.08 ± 16.5447.74 ± 8.7149.93 ± 10.1044.37 ± 13.9439.92 ± 11.5941.48 ± 12.2639.47 ± 11.3039.60 ± 9.78123.24 ± 2.12
Spambase85.27 ± 0.7593.02 ± 3.9052.34 ± 4.6562.03 ± 3.7552.49 ± 3.6952.01 ± 4.3452.40 ± 3.6654.04 ± 3.5559.05 ± 14.7495.13 ± 4.38
Speaker-accent91.78 ± 1.8394.38 ± 11.1388.13 ± 14.9372.21 ± 16.93109.16 ± 4.98103.82 ± 5.74103.82 ± 5.7467.13 ± 9.3472.38 ± 10.63119.12 ± 5.82
Spect95.44 ± 7.39102.14 ± 40.33103.21 ± 21.86133.24 ± 23.52124.73 ± 22.08125.35 ± 24.79128.37 ± 18.79128.96 ± 32.08128.60 ± 34.38110.24 ± 19.55
Spectf94.23 ± 3.5991.65 ± 27.1498.75 ± 23.79108.64 ± 30.80113.48 ± 11.61113.48 ± 11.6190.20 ± 38.9296.18 ± 37.1196.91 ± 27.49106.06 ± 16.70
Statlog-australian-credit98.96 ± 0.48107.03 ± 5.64108.70 ± 11.95142.02 ± 5.56121.92 ± 3.24127.38 ± 11.14128.23 ± 10.04113.34 ± 6.96115.26 ± 7.19125.81 ± 11.36
Statlog-german-credit97.75 ± 0.3191.18 ± 9.26101.98 ± 10.77123.48 ± 7.63106.29 ± 9.64103.65 ± 8.60103.51 ± 10.34111.43 ± 6.66108.76 ± 7.25117.63 ± 4.61
Statlog-heart82.60 ± 3.3072.29 ± 14.0491.43 ± 18.0797.58 ± 22.2982.16 ± 12.9188.01 ± 19.8588.40 ± 22.0085.72 ± 11.7983.24 ± 17.25107.56 ± 12.07
Statlog-image57.69 ± 1.1665.61 ± 2.8025.80 ± 4.3625.64 ± 2.8436.41 ± 2.8533.47 ± 3.4932.41 ± 3.3726.62 ± 3.5727.11 ± 4.3692.01 ± 3.11
Statlog-landsat60.00 ± 1.2069.60 ± 3.8656.29 ± 3.3449.16 ± 4.4750.91 ± 3.9149.15 ± 3.5048.94 ± 4.1547.79 ± 2.4148.96 ± 4.4198.91 ± 2.10
Statlog-shuttle75.97 ± 0.5255.93 ± 2.893.96 ± 2.305.32 ± 2.3711.79 ± 1.0810.62 ± 1.2710.45 ± 1.1812.91 ± 0.9712.44 ± 1.4454.45 ± 1.53
Statlog-vehicle82.35 ± 1.47105.79 ± 3.2977.33 ± 7.4989.18 ± 7.1078.56 ± 6.6872.42 ± 4.8672.01 ± 4.4160.55 ± 4.4663.31 ± 6.52113.97 ± 6.04
Steel-plates81.03 ± 1.1195.55 ± 4.1373.83 ± 4.8984.63 ± 4.1079.20 ± 4.5576.86 ± 3.7676.98 ± 4.7975.69 ± 4.3176.97 ± 4.56115.36 ± 4.37
Synthetic-control71.91 ± 1.5433.55 ± 10.4543.08 ± 8.0926.76 ± 11.358.00 ± 10.336.00 ± 9.666.00 ± 9.6610.17 ± 6.459.86 ± 6.70101.50 ± 4.44
Teaching94.76 ± 3.9196.13 ± 6.2498.63 ± 12.16101.23 ± 17.58113.25 ± 18.91106.11 ± 17.95105.23 ± 17.4994.76 ± 8.6297.42 ± 6.28126.23 ± 13.02
Thoraricsurgery99.45 ± 0.57109.78 ± 18.45102.63 ± 4.26132.67 ± 17.50108.40 ± 0.00110.64 ± 3.62110.64 ± 3.62116.89 ± 12.79114.78 ± 17.81114.29 ± 5.75
Thyroid68.47 ± 12.0226.24 ± 23.7748.57 ± 29.1827.35 ± 21.99101.08 ± 10.2998.28 ± 9.9898.28 ± 9.9829.59 ± 19.6129.79 ± 20.1453.58 ± 35.33
Thyroid-train93.14 ± 1.5370.78 ± 7.6114.42 ± 13.66105.06 ± 8.8683.03 ± 6.0577.92 ± 5.4572.39 ± 6.2361.02 ± 11.3267.36 ± 7.9570.09 ± 8.43
Tic-tac-toe96.73 ± 0.3990.24 ± 1.4147.77 ± 9.330.19 ± 0.0119.64 ± 15.4412.30 ± 13.805.20 ± 11.1628.86 ± 7.0026.86 ± 10.01115.14 ± 4.59
Titanic88.41 ± 1.9189.75 ± 4.3084.88 ± 3.2884.21 ± 2.8699.13 ± 5.0198.09 ± 4.6298.09 ± 4.6286.21 ± 3.7886.83 ± 3.79101.12 ± 4.52
Trains84.82 ± 15.4073.34 ± 94.6651.94 ± 84.0576.67 ± 77.4673.33 ± 94.6755.00 ± 88.5655.00 ± 88.5650.95 ± 67.2949.70 ± 68.53183.33 ± 0.00
Transfusion97.89 ± 1.28101.29 ± 5.7693.54 ± 3.96123.86 ± 10.03116.61 ± 6.74121.88 ± 6.71124.21 ± 8.0092.25 ± 2.8792.58 ± 3.13114.18 ± 4.07
Trial71.22 ± 2.9961.56 ± 12.590.00 ± 0.003.58 ± 10.4115.05 ± 13.2811.72 ± 12.3611.72 ± 12.3612.98 ± 13.2510.62 ± 13.250.00 ± 0.00
Turkiye-student-evaluation94.38 ± 0.2765.14 ± 3.641.60 ± 3.3759.50 ± 4.9740.85 ± 2.3937.12 ± 3.0537.12 ± 3.050.40 ± 0.050.29 ± 0.041.60 ± 3.37
Unbalanced99.74 ± 0.37235.69 ± 70.8799.98 ± 0.04124.01 ± 60.40100.62 ± 0.20108.95 ± 17.51115.38 ± 19.81111.48 ± 11.91113.44 ± 19.54100.62 ± 0.20
Urbanlandcover82.34 ± 3.5766.22 ± 17.1965.92 ± 14.0868.91 ± 17.55136.97 ± 1.66136.97 ± 1.66136.97 ± 1.6660.94 ± 18.9161.47 ± 19.17106.26 ± 15.89
Userknowledgemodeling84.76 ± 4.0654.15 ± 11.9036.41 ± 14.4670.68 ± 20.8178.40 ± 11.2163.64 ± 9.4462.85 ± 8.7539.38 ± 12.6136.40 ± 17.0461.92 ± 18.43
Vehicle81.91 ± 1.54106.66 ± 3.7477.14 ± 7.6489.18 ± 7.10136.15 ± 2.49135.32 ± 3.04135.32 ± 3.0460.31 ± 5.7762.30 ± 8.02113.14 ± 6.02
Vertebral-column-2classes85.52 ± 8.1090.62 ± 18.7178.76 ± 15.0489.82 ± 12.5179.79 ± 17.5582.11 ± 19.5281.50 ± 18.1168.63 ± 12.6768.66 ± 13.18108.06 ± 17.67
Vertebral-column-3classes78.56 ± 3.9362.09 ± 8.6968.73 ± 9.5881.65 ± 9.5770.69 ± 13.7168.08 ± 15.7169.92 ± 13.9157.42 ± 7.7257.94 ± 7.7088.43 ± 12.33
Veteran95.55 ± 1.99102.19 ± 14.1099.16 ± 13.68136.01 ± 16.45118.84 ± 0.89118.84 ± 0.89118.84 ± 0.89119.03 ± 25.78112.21 ± 25.61111.85 ± 15.81
Vowel84.58 ± 1.1272.78 ± 4.9859.07 ± 7.839.27 ± 8.7757.14 ± 5.1843.98 ± 4.8539.05 ± 5.8136.65 ± 7.5833.50 ± 6.25122.24 ± 3.70
Wall-following55.39 ± 1.48107.47 ± 1.499.26 ± 4.2559.65 ± 3.1057.51 ± 3.6853.11 ± 4.4250.98 ± 3.8257.18 ± 3.4656.64 ± 4.8585.73 ± 2.46
Waveform-noise86.71 ± 1.0171.40 ± 3.0483.64 ± 2.5588.91 ± 2.1664.39 ± 3.6166.17 ± 2.9767.24 ± 3.2366.72 ± 3.8068.45 ± 3.21117.79 ± 3.50
Waveform82.03 ± 0.7069.94 ± 2.7381.03 ± 2.7783.15 ± 3.6563.76 ± 3.2165.52 ± 3.1665.98 ± 3.2564.30 ± 3.0767.02 ± 2.96119.31 ± 2.07
Wbc37.11 ± 6.9929.48 ± 13.0249.19 ± 5.0738.62 ± 12.7728.23 ± 16.1528.23 ± 16.1525.70 ± 18.4839.65 ± 7.4337.50 ± 9.7862.02 ± 9.71
Wdbc58.62 ± 4.9349.24 ± 21.8648.65 ± 21.0340.40 ± 10.17126.24 ± 0.73126.24 ± 0.73126.24 ± 0.7333.32 ± 11.3435.81 ± 14.0065.33 ± 10.09
Weathernominal104.96 ± 33.7191.92 ± 35.5189.15 ± 79.96112.45 ± 59.8969.39 ± 73.2694.39 ± 88.1165.79 ± 91.0965.58 ± 89.1365.63 ± 89.79125.02 ± 96.40
Weathernumeric120.03 ± 26.6699.85 ± 31.3456.97 ± 76.3059.08 ± 76.8969.39 ± 73.26105.66 ± 96.79105.66 ± 96.7960.65 ± 85.0661.50 ± 85.55125.02 ± 96.40
Website-phishingdata79.99 ± 1.0664.11 ± 4.2950.91 ± 5.6557.76 ± 5.7771.44 ± 3.1670.14 ± 3.0066.14 ± 5.5658.22 ± 5.1357.40 ± 6.1580.60 ± 3.65
Wholesalecustomersdata63.07 ± 4.9863.19 ± 10.8561.88 ± 9.3272.69 ± 15.03121.49 ± 0.83121.49 ± 0.83121.49 ± 0.8354.15 ± 9.9054.77 ± 10.0364.87 ± 13.39
Wifi-localization59.41 ± 1.2919.68 ± 4.0326.37 ± 2.7520.62 ± 5.5074.62 ± 4.5772.06 ± 4.8572.06 ± 4.8521.39 ± 2.9821.94 ± 3.1874.44 ± 8.05
Wilt98.84 ± 1.18121.71 ± 6.0055.88 ± 7.46100.06 ± 5.77101.22 ± 1.27101.22 ± 1.27101.22 ± 1.2754.61 ± 11.1951.12 ± 9.33104.16 ± 1.59
Wine-quality-red89.86 ± 1.7397.64 ± 3.22101.93 ± 3.86104.40 ± 4.03107.55 ± 3.49107.00 ± 3.74106.82 ± 3.7892.25 ± 3.0892.41 ± 3.62118.72 ± 3.95
Wine-quality-white92.27 ± 0.45103.72 ± 1.36102.88 ± 3.21101.09 ± 3.72112.80 ± 3.01111.66 ± 3.27111.33 ± 3.5193.01 ± 1.4993.72 ± 1.18126.72 ± 2.49
Wine58.31 ± 4.3419.42 ± 21.3637.09 ± 22.7732.53 ± 22.188.20 ± 17.2912.45 ± 20.0512.45 ± 20.0519.20 ± 17.0019.17 ± 17.7682.06 ± 17.14
Yamilnaduelectricty97.44 ± 0.59100.01 ± 0.01115.13 ± 0.78128.98 ± 1.07140.56 ± 0.41140.44 ± 0.42140.53 ± 0.46100.05 ± 0.02100.08 ± 0.02139.95 ± 0.85
Yeast93.16 ± 0.6485.84 ± 2.2596.02 ± 4.56110.39 ± 2.76101.06 ± 5.16100.97 ± 5.39100.78 ± 5.6985.35 ± 2.5886.19 ± 2.76124.22 ± 3.50
Youtobe-kabita-preprocessing94.81 ± 0.39106.30 ± 0.92101.09 ± 1.73114.12 ± 1.29120.91 ± 2.29121.97 ± 2.09122.63 ± 2.0194.26 ± 0.7794.43 ± 0.79125.61 ± 1.86
Youtobe-nisha-preprocessing94.07 ± 0.26102.51 ± 1.2099.08 ± 1.55112.16 ± 1.84117.86 ± 2.11119.07 ± 2.06119.47 ± 2.1893.15 ± 0.9193.46 ± 0.93126.67 ± 1.21
Z-alizadehsani96.14 ± 1.0785.75 ± 15.5295.62 ± 20.20101.44 ± 15.72118.38 ± 1.28118.38 ± 1.28118.38 ± 1.2882.76 ± 19.4285.13 ± 15.70119.29 ± 10.99
Zoo69.25 ± 4.0417.28 ± 26.7729.70 ± 31.0818.10 ± 20.9124.24 ± 31.9624.24 ± 31.9624.24 ± 31.9621.01 ± 21.7320.30 ± 22.4082.11 ± 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)