Research Article

Recall Network: A Simple Brain-Inspired Algorithm for Classification

Table 7

The detailed experimental results on kappa statistic and standard deviation.

DatasetRNNBJ48KNNSVM1SVM2SVM3ANN1ANN2OneR

Abalone0.38 ± 0.040.36 ± 0.030.41 ± 0.030.37 ± 0.040.50 ± 0.040.50 ± 0.040.50 ± 0.030.48 ± 0.050.48 ± 0.060.41 ± 0.03
Absenteeism-at-work0.98 ± 0.030.71 ± 0.080.99 ± 0.010.67 ± 0.060.67 ± 0.070.67 ± 0.070.67 ± 0.070.95 ± 0.020.94 ± 0.050.90 ± 0.04
Acute-inflammation1.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.000.58 ± 0.16
Acute-nephritis1.00 ± 0.000.89 ± 0.151.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.000.84 ± 0.15
Adult0.00 ± 0.000.34 ± 0.090.47 ± 0.100.41 ± 0.100.47 ± 0.130.49 ± 0.140.50 ± 0.140.44 ± 0.080.42 ± 0.080.26 ± 0.07
Aggregation0.81 ± 0.071.00 ± 0.011.00 ± 0.011.00 ± 0.011.00 ± 0.011.00 ± 0.011.00 ± 0.010.99 ± 0.010.99 ± 0.010.47 ± 0.04
Algerianforest0.78 ± 0.170.89 ± 0.100.91 ± 0.090.76 ± 0.140.06 ± 0.050.14 ± 0.090.14 ± 0.090.92 ± 0.080.93 ± 0.090.94 ± 0.10
Annealing0.00 ± 0.000.50 ± 0.050.91 ± 0.050.74 ± 0.060.67 ± 0.100.76 ± 0.080.78 ± 0.060.78 ± 0.080.77 ± 0.080.44 ± 0.00
Arrhythmia0.00 ± 0.000.43 ± 0.110.46 ± 0.100.24 ± 0.050.25 ± 0.050.35 ± 0.080.35 ± 0.080.46 ± 0.090.30 ± 0.120.21 ± 0.06
Au1-10000.00 ± 0.000.04 ± 0.060.35 ± 0.120.15 ± 0.110.00 ± 0.000.00 ± 0.000.02 ± 0.040.17 ± 0.120.22 ± 0.110.00 ± 0.00
Au4-25000.30 ± 0.110.22 ± 0.080.51 ± 0.100.35 ± 0.080.29 ± 0.050.29 ± 0.050.29 ± 0.050.37 ± 0.080.37 ± 0.090.15 ± 0.08
Au6-10000.00 ± 0.020.02 ± 0.040.06 ± 0.05-0.01 ± 0.040.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.04-0.01 ± 0.050.08 ± 0.03
Au6-250-drift-au6-cd1-5000.02 ± 0.030.04 ± 0.050.05 ± 0.050.01 ± 0.050.00 ± 0.000.00 ± 0.000.00 ± 0.00-0.00 ± 0.030.01 ± 0.040.08 ± 0.04
Au6-cd1-4000.03 ± 0.090.08 ± 0.070.24 ± 0.080.01 ± 0.090.00 ± 0.000.00 ± 0.000.00 ± 0.000.04 ± 0.080.03 ± 0.080.11 ± 0.08
Au7-300-drift-au7-cpd1-8000.05 ± 0.050.15 ± 0.050.21 ± 0.060.14 ± 0.050.01 ± 0.020.01 ± 0.030.01 ± 0.030.15 ± 0.050.17 ± 0.060.03 ± 0.04
Au7-7000.11 ± 0.100.14 ± 0.080.28 ± 0.060.03 ± 0.080.04 ± 0.040.03 ± 0.040.03 ± 0.040.11 ± 0.080.15 ± 0.050.17 ± 0.06
Au7-cpd1-5000.03 ± 0.040.10 ± 0.080.37 ± 0.060.17 ± 0.08-0.00 ± 0.010.01 ± 0.030.01 ± 0.030.18 ± 0.080.16 ± 0.070.12 ± 0.07
Audiology-std0.03 ± 0.040.69 ± 0.120.72 ± 0.090.70 ± 0.140.55 ± 0.100.61 ± 0.130.65 ± 0.100.81 ± 0.080.80 ± 0.050.30 ± 0.02
Audit-risk0.80 ± 0.090.88 ± 0.041.00 ± 0.010.95 ± 0.030.97 ± 0.030.97 ± 0.030.98 ± 0.030.93 ± 0.060.93 ± 0.061.00 ± 0.00
Autism-adolescent-data0.55 ± 0.200.96 ± 0.091.00 ± 0.000.79 ± 0.150.92 ± 0.110.89 ± 0.110.92 ± 0.110.78 ± 0.220.78 ± 0.221.00 ± 0.00
Autism-adult-data0.49 ± 0.130.93 ± 0.061.00 ± 0.000.87 ± 0.090.98 ± 0.030.99 ± 0.020.99 ± 0.031.00 ± 0.001.00 ± 0.001.00 ± 0.00
Autism-child-data0.83 ± 0.100.98 ± 0.031.00 ± 0.000.77 ± 0.070.99 ± 0.021.00 ± 0.001.00 ± 0.000.99 ± 0.020.99 ± 0.021.00 ± 0.00
Autos0.62 ± 0.130.45 ± 0.160.78 ± 0.100.70 ± 0.130.03 ± 0.060.05 ± 0.070.05 ± 0.070.70 ± 0.080.70 ± 0.060.49 ± 0.13
Avila0.96 ± 0.010.18 ± 0.020.92 ± 0.020.68 ± 0.030.56 ± 0.030.59 ± 0.030.61 ± 0.030.48 ± 0.030.49 ± 0.040.62 ± 0.03
Balance-scale0.62 ± 0.050.82 ± 0.030.58 ± 0.060.67 ± 0.070.82 ± 0.030.87 ± 0.020.89 ± 0.020.84 ± 0.060.84 ± 0.060.19 ± 0.08
Balloons0.50 ± 0.530.30 ± 0.480.40 ± 0.520.60 ± 0.520.50 ± 0.530.70 ± 0.480.70 ± 0.480.50 ± 0.530.50 ± 0.530.10 ± 0.57
Bank0.00 ± 0.000.31 ± 0.060.36 ± 0.070.22 ± 0.060.27 ± 0.060.31 ± 0.050.34 ± 0.080.35 ± 0.080.37 ± 0.080.20 ± 0.07
Blood0.05 ± 0.070.12 ± 0.080.34 ± 0.120.11 ± 0.110.20 ± 0.100.26 ± 0.050.26 ± 0.050.28 ± 0.090.30 ± 0.100.06 ± 0.08
Breast-cancer-wisc-diag0.86 ± 0.080.85 ± 0.090.86 ± 0.080.91 ± 0.040.95 ± 0.050.95 ± 0.040.96 ± 0.020.92 ± 0.040.92 ± 0.040.77 ± 0.09
Breast-cancer-wisc-prog0.00 ± 0.000.21 ± 0.290.29 ± 0.180.23 ± 0.290.20 ± 0.270.24 ± 0.340.24 ± 0.330.26 ± 0.260.27 ± 0.290.01 ± 0.21
Breast-cancer-wisc0.91 ± 0.050.91 ± 0.040.86 ± 0.070.90 ± 0.070.94 ± 0.040.93 ± 0.040.93 ± 0.040.89 ± 0.080.90 ± 0.050.83 ± 0.11
Breast-cancer0.01 ± 0.050.23 ± 0.180.21 ± 0.120.27 ± 0.180.23 ± 0.150.24 ± 0.160.22 ± 0.140.28 ± 0.180.18 ± 0.100.16 ± 0.13
Breast-tissue0.61 ± 0.160.59 ± 0.180.59 ± 0.190.65 ± 0.170.49 ± 0.170.61 ± 0.200.63 ± 0.200.56 ± 0.110.55 ± 0.190.44 ± 0.12
Bupa0.29 ± 0.110.19 ± 0.150.22 ± 0.180.21 ± 0.100.03 ± 0.050.03 ± 0.050.03 ± 0.050.30 ± 0.150.34 ± 0.140.05 ± 0.16
Caesarian0.44 ± 0.310.31 ± 0.380.17 ± 0.350.25 ± 0.33-0.02 ± 0.090.20 ± 0.250.16 ± 0.290.11 ± 0.410.11 ± 0.44-0.00 ± 0.37
Car0.00 ± 0.000.63 ± 0.090.95 ± 0.020.93 ± 0.030.94 ± 0.020.96 ± 0.020.96 ± 0.020.85 ± 0.030.86 ± 0.040.00 ± 0.00
Cardiotocography-10classes0.58 ± 0.030.66 ± 0.030.80 ± 0.030.74 ± 0.030.77 ± 0.030.79 ± 0.030.80 ± 0.030.80 ± 0.040.78 ± 0.040.34 ± 0.03
Cardiotocography-3classes0.00 ± 0.010.60 ± 0.060.81 ± 0.070.78 ± 0.050.75 ± 0.050.78 ± 0.060.78 ± 0.050.78 ± 0.030.78 ± 0.070.38 ± 0.12
Cervical-cancer0.24 ± 0.300.76 ± 0.230.64 ± 0.330.71 ± 0.280.00 ± 0.000.12 ± 0.250.12 ± 0.250.82 ± 0.260.82 ± 0.260.37 ± 0.28
Chemicalcomposionofceramic1.00 ± 0.001.00 ± 0.000.97 ± 0.081.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.00
Chess-krvk0.15 ± 0.020.21 ± 0.020.46 ± 0.030.44 ± 0.040.39 ± 0.030.42 ± 0.030.43 ± 0.030.38 ± 0.030.36 ± 0.020.13 ± 0.02
Chess-krvkp0.53 ± 0.030.71 ± 0.040.99 ± 0.010.91 ± 0.030.97 ± 0.020.98 ± 0.010.98 ± 0.010.98 ± 0.010.98 ± 0.010.32 ± 0.03
Congressional-voting-0.00 ± 0.01-0.02 ± 0.16-0.03 ± 0.050.02 ± 0.130.04 ± 0.100.05 ± 0.120.04 ± 0.130.06 ± 0.170.04 ± 0.170.06 ± 0.07
Conn-bench-sonar-mines-rocks0.53 ± 0.150.38 ± 0.180.42 ± 0.140.73 ± 0.140.68 ± 0.140.74 ± 0.160.77 ± 0.160.61 ± 0.220.64 ± 0.170.27 ± 0.21
Conn-bench-vowel-deterding0.73 ± 0.030.62 ± 0.060.77 ± 0.070.99 ± 0.010.94 ± 0.020.97 ± 0.020.98 ± 0.020.83 ± 0.030.81 ± 0.040.29 ± 0.05
Connect-40.00 ± 0.000.13 ± 0.070.45 ± 0.050.25 ± 0.070.00 ± 0.010.11 ± 0.040.21 ± 0.060.29 ± 0.050.33 ± 0.050.00 ± 0.00
Connectionist0.56 ± 0.180.36 ± 0.220.48 ± 0.150.74 ± 0.120.19 ± 0.170.37 ± 0.240.44 ± 0.250.67 ± 0.180.67 ± 0.170.25 ± 0.14
Contrac0.12 ± 0.060.23 ± 0.080.27 ± 0.060.12 ± 0.050.28 ± 0.040.29 ± 0.050.28 ± 0.060.31 ± 0.050.32 ± 0.050.15 ± 0.04
Covid-190.60 ± 0.520.53 ± 0.500.63 ± 0.480.50 ± 0.550.40 ± 0.520.43 ± 0.500.53 ± 0.500.53 ± 0.500.53 ± 0.500.73 ± 0.44
Credit-approval0.63 ± 0.090.52 ± 0.080.70 ± 0.080.64 ± 0.120.71 ± 0.110.70 ± 0.100.69 ± 0.090.70 ± 0.050.68 ± 0.080.71 ± 0.09
Crowdsource0.29 ± 0.060.64 ± 0.050.76 ± 0.030.90 ± 0.020.27 ± 0.040.27 ± 0.040.27 ± 0.040.84 ± 0.040.84 ± 0.050.53 ± 0.05
Crx0.66 ± 0.100.53 ± 0.070.72 ± 0.080.62 ± 0.100.03 ± 0.080.09 ± 0.110.12 ± 0.130.66 ± 0.090.67 ± 0.060.71 ± 0.09
Cryother0.79 ± 0.280.66 ± 0.330.87 ± 0.160.80 ± 0.160.64 ± 0.260.66 ± 0.260.66 ± 0.260.75 ± 0.200.73 ± 0.180.62 ± 0.21
Cylinder-bands0.16 ± 0.100.23 ± 0.150.41 ± 0.120.34 ± 0.160.46 ± 0.100.55 ± 0.110.60 ± 0.070.43 ± 0.110.45 ± 0.120.23 ± 0.10
Dbworld-bodies0.07 ± 0.150.48 ± 0.340.61 ± 0.330.11 ± 0.220.00 ± 0.000.00 ± 0.000.22 ± 0.28//0.72 ± 0.27
Dbworld-bodies-stemmed0.07 ± 0.150.51 ± 0.260.74 ± 0.270.24 ± 0.300.00 ± 0.000.11 ± 0.170.44 ± 0.29//0.51 ± 0.37
Dbworld-subjects0.00 ± 0.000.79 ± 0.190.48 ± 0.210.61 ± 0.270.00 ± 0.000.00 ± 0.000.00 ± 0.000.79 ± 0.270.76 ± 0.310.20 ± 0.26
Dbworld-subjects-stemmed0.00 ± 0.000.73 ± 0.260.54 ± 0.330.68 ± 0.200.00 ± 0.000.00 ± 0.000.00 ± 0.000.76 ± 0.240.73 ± 0.230.25 ± 0.19
Dermatology0.81 ± 0.060.97 ± 0.030.96 ± 0.040.94 ± 0.050.97 ± 0.030.97 ± 0.030.97 ± 0.030.98 ± 0.020.97 ± 0.020.33 ± 0.04
Diabetes0.29 ± 0.130.46 ± 0.130.41 ± 0.130.33 ± 0.120.00 ± 0.000.00 ± 0.000.00 ± 0.000.45 ± 0.100.45 ± 0.120.32 ± 0.15
Diabetic0.28 ± 0.090.17 ± 0.040.29 ± 0.090.23 ± 0.100.13 ± 0.100.16 ± 0.130.16 ± 0.120.44 ± 0.120.45 ± 0.120.06 ± 0.11
Divorce0.95 ± 0.060.95 ± 0.060.90 ± 0.110.95 ± 0.060.95 ± 0.060.95 ± 0.060.95 ± 0.060.95 ± 0.060.95 ± 0.060.90 ± 0.11
Dota2train0.00 ± 0.000.08 ± 0.070.08 ± 0.110.09 ± 0.080.00 ± 0.000.03 ± 0.080.03 ± 0.07-0.00 ± 0.040.01 ± 0.040.08 ± 0.08
Dow-jones-index0.30 ± 0.08-0.01 ± 0.100.45 ± 0.080.09 ± 0.130.00 ± 0.000.00 ± 0.000.00 ± 0.000.09 ± 0.110.09 ± 0.090.13 ± 0.06
Dry-bean-dataset0.92 ± 0.020.88 ± 0.020.92 ± 0.010.93 ± 0.010.50 ± 0.040.50 ± 0.040.50 ± 0.040.91 ± 0.020.91 ± 0.020.61 ± 0.02
Early-stage-diabetes-data-upload0.64 ± 0.160.73 ± 0.060.92 ± 0.060.96 ± 0.050.88 ± 0.090.89 ± 0.080.90 ± 0.080.92 ± 0.060.92 ± 0.070.65 ± 0.08
Echocardiogram0.12 ± 0.210.53 ± 0.260.52 ± 0.220.43 ± 0.260.54 ± 0.220.53 ± 0.280.53 ± 0.280.52 ± 0.200.52 ± 0.250.63 ± 0.18
Ecoli0.58 ± 0.070.82 ± 0.070.78 ± 0.100.73 ± 0.080.81 ± 0.060.81 ± 0.060.82 ± 0.050.81 ± 0.070.79 ± 0.050.53 ± 0.10
Eegeyesate0.32 ± 0.030.01 ± 0.020.69 ± 0.020.67 ± 0.040.00 ± 0.000.00 ± 0.000.00 ± 0.000.06 ± 0.040.08 ± 0.050.22 ± 0.03
Electrical0.62 ± 0.190.94 ± 0.111.00 ± 0.000.80 ± 0.160.58 ± 0.200.59 ± 0.170.62 ± 0.160.97 ± 0.040.97 ± 0.040.99 ± 0.02
Energy-y10.68 ± 0.020.70 ± 0.050.96 ± 0.020.62 ± 0.060.81 ± 0.020.83 ± 0.030.84 ± 0.050.82 ± 0.030.80 ± 0.030.74 ± 0.03
Energy-y20.84 ± 0.050.72 ± 0.050.84 ± 0.040.62 ± 0.050.84 ± 0.030.85 ± 0.020.86 ± 0.020.86 ± 0.040.86 ± 0.040.81 ± 0.05
Extentionofz-alizadehsani0.00 ± 0.000.84 ± 0.090.99 ± 0.030.78 ± 0.110.00 ± 0.000.00 ± 0.000.00 ± 0.000.95 ± 0.050.95 ± 0.050.71 ± 0.09
Fertility0.00 ± 0.000.00 ± 0.00-0.03 ± 0.060.14 ± 0.390.00 ± 0.000.10 ± 0.320.19 ± 0.430.43 ± 0.460.43 ± 0.470.00 ± 0.00
First-order0.00 ± 0.000.03 ± 0.031.00 ± 0.000.97 ± 0.030.00 ± 0.000.66 ± 0.140.87 ± 0.070.99 ± 0.020.99 ± 0.020.18 ± 0.20
Flags0.28 ± 0.140.34 ± 0.080.51 ± 0.100.31 ± 0.110.38 ± 0.110.41 ± 0.120.40 ± 0.150.34 ± 0.140.37 ± 0.130.45 ± 0.09
Foresttypes0.92 ± 0.060.93 ± 0.060.93 ± 0.080.94 ± 0.050.01 ± 0.020.04 ± 0.040.04 ± 0.040.96 ± 0.050.96 ± 0.050.76 ± 0.11
Garments-worker-productivity0.23 ± 0.030.07 ± 0.040.29 ± 0.080.02 ± 0.050.09 ± 0.040.10 ± 0.040.11 ± 0.040.20 ± 0.070.20 ± 0.050.08 ± 0.05
Gender-name-dataset0.04 ± 0.040.00 ± 0.010.00 ± 0.000.16 ± 0.040.15 ± 0.030.16 ± 0.050.16 ± 0.040.00 ± 0.000.00 ± 0.000.08 ± 0.03
Gesture-a1-raw0.83 ± 0.030.61 ± 0.040.87 ± 0.030.95 ± 0.020.00 ± 0.000.00 ± 0.000.00 ± 0.000.87 ± 0.030.87 ± 0.020.95 ± 0.02
Gesture-a1-va30.48 ± 0.040.41 ± 0.050.50 ± 0.070.62 ± 0.040.00 ± 0.000.00 ± 0.000.00 ± 0.000.55 ± 0.030.55 ± 0.030.39 ± 0.03
Gesture-a2-raw0.83 ± 0.030.56 ± 0.040.85 ± 0.040.92 ± 0.040.00 ± 0.000.00 ± 0.000.00 ± 0.000.85 ± 0.030.85 ± 0.030.92 ± 0.04
Gesture-a2-va30.40 ± 0.040.25 ± 0.080.38 ± 0.030.53 ± 0.060.00 ± 0.000.00 ± 0.000.00 ± 0.000.43 ± 0.050.43 ± 0.060.30 ± 0.06
Gesture-a3-raw0.87 ± 0.030.49 ± 0.050.90 ± 0.020.95 ± 0.010.00 ± 0.000.00 ± 0.000.00 ± 0.000.86 ± 0.020.85 ± 0.030.94 ± 0.02
Gesture-a3-va30.42 ± 0.040.31 ± 0.040.68 ± 0.040.86 ± 0.020.00 ± 0.000.00 ± 0.000.00 ± 0.000.51 ± 0.050.53 ± 0.040.30 ± 0.03
Gesture-b1-raw0.88 ± 0.040.33 ± 0.070.90 ± 0.040.93 ± 0.040.01 ± 0.010.01 ± 0.010.01 ± 0.010.83 ± 0.060.85 ± 0.030.88 ± 0.03
Gesture-b1-va30.43 ± 0.090.16 ± 0.080.59 ± 0.060.87 ± 0.040.00 ± 0.000.00 ± 0.000.00 ± 0.000.47 ± 0.050.49 ± 0.070.18 ± 0.06
Gesture-b3-raw0.86 ± 0.040.45 ± 0.050.88 ± 0.040.94 ± 0.010.00 ± 0.000.00 ± 0.000.00 ± 0.000.85 ± 0.050.84 ± 0.050.94 ± 0.03
Gesture-b3-va30.25 ± 0.050.30 ± 0.050.44 ± 0.050.71 ± 0.040.00 ± 0.000.00 ± 0.000.00 ± 0.000.45 ± 0.070.42 ± 0.070.19 ± 0.08
Gesture-c1-raw0.83 ± 0.040.54 ± 0.030.86 ± 0.030.93 ± 0.020.00 ± 0.000.00 ± 0.000.00 ± 0.000.84 ± 0.040.84 ± 0.050.92 ± 0.03
Gesture-c1-va30.39 ± 0.050.38 ± 0.050.46 ± 0.050.62 ± 0.040.00 ± 0.000.00 ± 0.000.00 ± 0.000.54 ± 0.040.52 ± 0.050.25 ± 0.06
Gesture-c3-raw0.85 ± 0.030.49 ± 0.070.84 ± 0.050.91 ± 0.030.00 ± 0.000.00 ± 0.000.00 ± 0.000.82 ± 0.040.79 ± 0.030.93 ± 0.02
Gesture-c3-va30.31 ± 0.050.30 ± 0.030.42 ± 0.050.51 ± 0.060.00 ± 0.000.00 ± 0.000.00 ± 0.000.45 ± 0.050.43 ± 0.070.25 ± 0.04
Glass0.52 ± 0.160.36 ± 0.130.56 ± 0.110.60 ± 0.110.61 ± 0.100.60 ± 0.120.59 ± 0.120.54 ± 0.130.55 ± 0.080.38 ± 0.13
Go-track-tracks0.67 ± 0.210.65 ± 0.090.75 ± 0.160.82 ± 0.170.44 ± 0.260.44 ± 0.240.44 ± 0.240.68 ± 0.210.69 ± 0.180.52 ± 0.26
Haberman-survival0.03 ± 0.110.19 ± 0.160.17 ± 0.160.09 ± 0.160.11 ± 0.140.09 ± 0.100.09 ± 0.100.20 ± 0.190.23 ± 0.200.18 ± 0.15
Hayes-roth0.47 ± 0.160.62 ± 0.200.70 ± 0.100.71 ± 0.100.79 ± 0.110.71 ± 0.100.70 ± 0.100.56 ± 0.200.54 ± 0.210.10 ± 0.11
Hcc-data0.05 ± 0.130.32 ± 0.200.16 ± 0.160.24 ± 0.190.00 ± 0.000.00 ± 0.000.00 ± 0.000.24 ± 0.320.23 ± 0.240.33 ± 0.24
Hcvdat0.10 ± 0.110.66 ± 0.160.66 ± 0.090.52 ± 0.110.00 ± 0.000.00 ± 0.000.00 ± 0.000.69 ± 0.140.67 ± 0.130.44 ± 0.13
Heart-cleveland0.00 ± 0.010.31 ± 0.140.23 ± 0.100.29 ± 0.090.28 ± 0.140.32 ± 0.140.30 ± 0.140.27 ± 0.090.28 ± 0.100.10 ± 0.11
Heart-hungarian0.52 ± 0.180.59 ± 0.170.52 ± 0.150.51 ± 0.180.59 ± 0.170.60 ± 0.150.62 ± 0.140.52 ± 0.180.51 ± 0.170.53 ± 0.21
Heart-switzerland0.10 ± 0.120.18 ± 0.150.15 ± 0.170.06 ± 0.190.06 ± 0.100.10 ± 0.100.13 ± 0.110.19 ± 0.210.20 ± 0.17-0.01 ± 0.18
Heart-va0.05 ± 0.120.14 ± 0.130.12 ± 0.090.15 ± 0.100.13 ± 0.130.11 ± 0.110.09 ± 0.120.09 ± 0.130.07 ± 0.140.04 ± 0.13
Heart-failure-clinical-records-dataset0.05 ± 0.070.41 ± 0.170.54 ± 0.140.15 ± 0.180.00 ± 0.000.00 ± 0.000.00 ± 0.000.37 ± 0.120.47 ± 0.210.65 ± 0.17
Hepatitis0.00 ± 0.000.51 ± 0.300.36 ± 0.330.41 ± 0.230.35 ± 0.290.42 ± 0.400.42 ± 0.400.40 ± 0.350.29 ± 0.34-0.04 ± 0.19
Hill-valley-0.00 ± 0.12-0.02 ± 0.05-0.00 ± 0.020.04 ± 0.070.04 ± 0.130.04 ± 0.150.06 ± 0.140.13 ± 0.150.07 ± 0.05-0.05 ± 0.10
Hiv1625data0.80 ± 0.060.82 ± 0.050.73 ± 0.080.78 ± 0.050.76 ± 0.070.81 ± 0.070.82 ± 0.070.87 ± 0.060.82 ± 0.070.32 ± 0.08
Hiv746data0.85 ± 0.070.82 ± 0.070.65 ± 0.100.73 ± 0.070.79 ± 0.080.82 ± 0.060.82 ± 0.070.85 ± 0.050.85 ± 0.070.61 ± 0.09
Horse-colic0.34 ± 0.090.43 ± 0.120.71 ± 0.120.50 ± 0.150.63 ± 0.110.66 ± 0.120.67 ± 0.130.56 ± 0.130.56 ± 0.180.59 ± 0.12
Htru0.80 ± 0.040.71 ± 0.020.86 ± 0.030.83 ± 0.020.06 ± 0.030.15 ± 0.030.15 ± 0.030.87 ± 0.020.87 ± 0.020.85 ± 0.02
Hypothyroid0.00 ± 0.000.60 ± 0.080.97 ± 0.020.36 ± 0.080.08 ± 0.060.16 ± 0.090.17 ± 0.090.56 ± 0.120.51 ± 0.130.76 ± 0.06
Ibeacon-rssi-labeled0.23 ± 0.030.19 ± 0.020.25 ± 0.030.36 ± 0.040.33 ± 0.020.36 ± 0.030.37 ± 0.030.27 ± 0.040.27 ± 0.040.03 ± 0.02
Ilpd-indian-liver0.02 ± 0.060.25 ± 0.060.01 ± 0.110.18 ± 0.110.00 ± 0.000.02 ± 0.080.07 ± 0.070.09 ± 0.120.10 ± 0.120.04 ± 0.10
Image-segmentation0.86 ± 0.060.74 ± 0.060.87 ± 0.090.85 ± 0.050.85 ± 0.040.85 ± 0.050.84 ± 0.050.88 ± 0.060.88 ± 0.060.52 ± 0.10
Immunotherapy0.00 ± 0.000.13 ± 0.330.37 ± 0.390.06 ± 0.450.00 ± 0.000.00 ± 0.000.00 ± 0.000.37 ± 0.380.34 ± 0.280.49 ± 0.30
Impensdata0.15 ± 0.090.58 ± 0.110.00 ± 0.000.42 ± 0.120.00 ± 0.000.00 ± 0.000.00 ± 0.000.63 ± 0.090.51 ± 0.160.15 ± 0.07
In-vehicle-coupon-recommendation0.01 ± 0.000.29 ± 0.030.39 ± 0.020.28 ± 0.030.36 ± 0.030.37 ± 0.030.38 ± 0.030.39 ± 0.020.41 ± 0.020.20 ± 0.05
Indian0.02 ± 0.040.25 ± 0.060.18 ± 0.140.17 ± 0.110.05 ± 0.080.03 ± 0.070.03 ± 0.070.13 ± 0.140.13 ± 0.170.04 ± 0.10
Ionosphere0.73 ± 0.080.64 ± 0.110.81 ± 0.070.68 ± 0.110.87 ± 0.050.89 ± 0.070.91 ± 0.070.78 ± 0.060.79 ± 0.080.58 ± 0.17
Iris0.72 ± 0.170.90 ± 0.080.94 ± 0.080.93 ± 0.080.95 ± 0.050.94 ± 0.070.95 ± 0.050.96 ± 0.050.96 ± 0.050.88 ± 0.09
Jain0.82 ± 0.130.86 ± 0.110.99 ± 0.041.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.000.87 ± 0.090.87 ± 0.090.86 ± 0.10
Jsbach-chorals-harmony0.00 ± 0.000.84 ± 0.030.82 ± 0.030.88 ± 0.030.79 ± 0.040.84 ± 0.020.85 ± 0.040.88 ± 0.030.86 ± 0.050.79 ± 0.03
Knowledge0.44 ± 0.100.82 ± 0.160.89 ± 0.090.64 ± 0.120.77 ± 0.140.84 ± 0.130.88 ± 0.110.89 ± 0.080.89 ± 0.080.75 ± 0.14
Lasvegastripadvisorreviews-0.01 ± 0.040.03 ± 0.050.02 ± 0.060.01 ± 0.04-0.02 ± 0.04-0.04 ± 0.05-0.01 ± 0.060.01 ± 0.080.02 ± 0.06-0.00 ± 0.04
Leaf0.57 ± 0.060.71 ± 0.090.59 ± 0.08-0.00 ± 0.030.14 ± 0.040.21 ± 0.050.23 ± 0.060.49 ± 0.080.46 ± 0.080.21 ± 0.05
Led-display0.67 ± 0.040.69 ± 0.030.68 ± 0.040.68 ± 0.040.69 ± 0.050.69 ± 0.040.68 ± 0.040.69 ± 0.040.69 ± 0.040.10 ± 0.01
Lenses0.50 ± 0.530.50 ± 0.530.70 ± 0.420.75 ± 0.420.65 ± 0.470.70 ± 0.420.70 ± 0.420.50 ± 0.470.50 ± 0.470.53 ± 0.38
Letter0.71 ± 0.010.63 ± 0.010.87 ± 0.010.96 ± 0.000.95 ± 0.000.96 ± 0.000.96 ± 0.000.82 ± 0.010.81 ± 0.010.14 ± 0.00
Libras0.65 ± 0.100.61 ± 0.110.68 ± 0.110.85 ± 0.050.80 ± 0.040.84 ± 0.050.86 ± 0.040.79 ± 0.060.80 ± 0.060.15 ± 0.06
Low-res-spect0.40 ± 0.080.72 ± 0.050.74 ± 0.050.75 ± 0.060.84 ± 0.040.84 ± 0.040.86 ± 0.040.88 ± 0.050.87 ± 0.040.60 ± 0.08
Lung-cancer0.32 ± 0.340.48 ± 0.340.09 ± 0.420.27 ± 0.560.25 ± 0.350.36 ± 0.340.26 ± 0.400.18 ± 0.460.23 ± 0.390.19 ± 0.30
Lymphography0.51 ± 0.160.65 ± 0.170.52 ± 0.160.53 ± 0.250.72 ± 0.180.71 ± 0.190.67 ± 0.170.62 ± 0.190.60 ± 0.190.53 ± 0.17
Magic0.42 ± 0.040.35 ± 0.060.61 ± 0.050.55 ± 0.050.65 ± 0.050.65 ± 0.040.65 ± 0.030.65 ± 0.050.64 ± 0.040.37 ± 0.10
Mammographic0.57 ± 0.070.57 ± 0.070.64 ± 0.040.50 ± 0.100.65 ± 0.040.64 ± 0.050.65 ± 0.050.63 ± 0.060.62 ± 0.060.63 ± 0.03
Miniboone0.30 ± 0.090.02 ± 0.010.64 ± 0.060.58 ± 0.050.54 ± 0.080.59 ± 0.070.61 ± 0.060.56 ± 0.050.56 ± 0.050.49 ± 0.06
Molec-biol-promoter0.77 ± 0.330.77 ± 0.220.49 ± 0.200.45 ± 0.240.65 ± 0.270.69 ± 0.240.69 ± 0.240.56 ± 0.220.54 ± 0.210.39 ± 0.22
Molec-biol-splice0.00 ± 0.000.88 ± 0.030.88 ± 0.030.43 ± 0.030.79 ± 0.030.79 ± 0.030.79 ± 0.020.75 ± 0.040.75 ± 0.030.41 ± 0.03
Monks-10.84 ± 0.190.43 ± 0.230.93 ± 0.140.41 ± 0.200.61 ± 0.240.66 ± 0.220.66 ± 0.190.77 ± 0.300.79 ± 0.340.46 ± 0.20
Monks-20.00 ± 0.00-0.09 ± 0.210.50 ± 0.240.15 ± 0.24-0.00 ± 0.140.12 ± 0.270.21 ± 0.260.43 ± 0.260.45 ± 0.17-0.04 ± 0.07
Monks-30.87 ± 0.170.77 ± 0.120.87 ± 0.170.49 ± 0.330.80 ± 0.150.79 ± 0.160.79 ± 0.160.68 ± 0.220.78 ± 0.140.56 ± 0.08
Mushroom0.81 ± 0.020.78 ± 0.021.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.000.97 ± 0.01
Musk-10.67 ± 0.120.48 ± 0.130.70 ± 0.130.70 ± 0.090.81 ± 0.090.85 ± 0.060.87 ± 0.060.88 ± 0.050.87 ± 0.060.22 ± 0.18
Musk-20.33 ± 0.070.50 ± 0.060.83 ± 0.060.86 ± 0.030.84 ± 0.050.90 ± 0.040.92 ± 0.030.96 ± 0.030.95 ± 0.030.54 ± 0.07
Newdiagnosis1.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.000.55 ± 0.14
Nursery0.82 ± 0.020.85 ± 0.010.99 ± 0.000.84 ± 0.010.97 ± 0.000.98 ± 0.000.98 ± 0.000.94 ± 0.010.92 ± 0.020.57 ± 0.02
Obesitydataset-raw-and-data-sinthetic0.80 ± 0.030.62 ± 0.030.93 ± 0.020.79 ± 0.030.88 ± 0.030.90 ± 0.030.91 ± 0.030.93 ± 0.030.93 ± 0.020.62 ± 0.04
Obs-network-dataset-2-aug270.94 ± 0.030.60 ± 0.070.99 ± 0.020.99 ± 0.010.97 ± 0.010.97 ± 0.010.97 ± 0.010.95 ± 0.020.97 ± 0.020.86 ± 0.03
Occupancy-data0.92 ± 0.020.91 ± 0.020.97 ± 0.020.98 ± 0.010.54 ± 0.060.57 ± 0.060.57 ± 0.060.96 ± 0.020.96 ± 0.020.97 ± 0.02
Occupancy-data20.95 ± 0.010.89 ± 0.010.98 ± 0.000.98 ± 0.010.30 ± 0.030.42 ± 0.030.42 ± 0.030.98 ± 0.010.98 ± 0.000.98 ± 0.00
Occupancy-data30.95 ± 0.020.93 ± 0.020.99 ± 0.000.98 ± 0.010.28 ± 0.030.37 ± 0.030.37 ± 0.030.96 ± 0.010.96 ± 0.010.98 ± 0.01
Old0.76 ± 0.040.88 ± 0.020.90 ± 0.030.95 ± 0.020.90 ± 0.020.90 ± 0.030.91 ± 0.020.94 ± 0.020.94 ± 0.020.77 ± 0.03
Online-shoppers-intention0.00 ± 0.000.42 ± 0.030.57 ± 0.020.26 ± 0.030.00 ± 0.000.00 ± 0.010.00 ± 0.010.56 ± 0.030.55 ± 0.060.52 ± 0.04
Oocytes-merluccius-nucleus-4d0.24 ± 0.070.20 ± 0.080.42 ± 0.080.39 ± 0.080.40 ± 0.090.49 ± 0.070.52 ± 0.080.58 ± 0.040.56 ± 0.100.16 ± 0.14
Oocytes-merluccius-states-2f0.74 ± 0.080.70 ± 0.070.80 ± 0.070.81 ± 0.060.82 ± 0.050.83 ± 0.040.84 ± 0.040.82 ± 0.030.81 ± 0.060.62 ± 0.10
Oocytes-trisopterus-nucleus-2f0.23 ± 0.110.13 ± 0.100.43 ± 0.130.48 ± 0.110.60 ± 0.080.66 ± 0.070.65 ± 0.060.65 ± 0.080.63 ± 0.090.16 ± 0.13
Oocytes-trisopterus-states-5b0.65 ± 0.100.51 ± 0.090.77 ± 0.050.82 ± 0.080.83 ± 0.070.84 ± 0.060.85 ± 0.050.87 ± 0.050.87 ± 0.060.58 ± 0.06
Optdigits0.88 ± 0.010.90 ± 0.010.90 ± 0.020.98 ± 0.010.70 ± 0.020.72 ± 0.020.72 ± 0.020.98 ± 0.010.98 ± 0.010.19 ± 0.01
Optical0.87 ± 0.020.91 ± 0.010.89 ± 0.020.98 ± 0.010.98 ± 0.010.99 ± 0.010.99 ± 0.010.98 ± 0.010.98 ± 0.010.20 ± 0.01
Ozone0.00 ± 0.000.09 ± 0.030.20 ± 0.130.16 ± 0.120.00 ± 0.000.00 ± 0.000.00 ± 0.000.30 ± 0.180.32 ± 0.16-0.00 ± 0.01
Page-blocks0.45 ± 0.090.55 ± 0.050.83 ± 0.020.78 ± 0.030.77 ± 0.050.79 ± 0.050.80 ± 0.050.78 ± 0.040.78 ± 0.030.64 ± 0.03
Parkingbirmingham0.80 ± 0.020.75 ± 0.021.00 ± 0.000.97 ± 0.010.57 ± 0.040.60 ± 0.040.60 ± 0.040.86 ± 0.020.87 ± 0.021.00 ± 0.00
Parkinsons0.45 ± 0.260.40 ± 0.190.47 ± 0.160.91 ± 0.070.59 ± 0.230.67 ± 0.210.73 ± 0.190.76 ± 0.190.72 ± 0.230.57 ± 0.25
Pasture0.59 ± 0.340.62 ± 0.350.66 ± 0.340.58 ± 0.410.00 ± 0.000.00 ± 0.000.00 ± 0.000.64 ± 0.400.60 ± 0.420.47 ± 0.36
Pbc0.43 ± 0.120.51 ± 0.160.50 ± 0.190.21 ± 0.180.00 ± 0.000.00 ± 0.000.00 ± 0.000.39 ± 0.110.43 ± 0.080.39 ± 0.19
Pen0.86 ± 0.010.84 ± 0.010.96 ± 0.010.99 ± 0.000.03 ± 0.010.05 ± 0.010.05 ± 0.010.94 ± 0.010.94 ± 0.000.32 ± 0.02
Pendigits0.85 ± 0.010.87 ± 0.020.96 ± 0.010.99 ± 0.001.00 ± 0.001.00 ± 0.001.00 ± 0.000.95 ± 0.010.94 ± 0.010.33 ± 0.02
Pharynx0.00 ± 0.00-0.06 ± 0.190.00 ± 0.00-0.08 ± 0.240.07 ± 0.220.09 ± 0.290.04 ± 0.270.01 ± 0.160.02 ± 0.06-0.01 ± 0.08
Phishingwebsites0.69 ± 0.020.86 ± 0.010.92 ± 0.010.94 ± 0.010.89 ± 0.010.90 ± 0.010.90 ± 0.010.93 ± 0.010.94 ± 0.010.77 ± 0.01
Pima0.28 ± 0.120.46 ± 0.130.41 ± 0.130.33 ± 0.120.44 ± 0.090.43 ± 0.090.43 ± 0.080.45 ± 0.100.45 ± 0.120.32 ± 0.15
Pittsburg-bridges-rel-l0.39 ± 0.190.42 ± 0.240.33 ± 0.270.51 ± 0.290.37 ± 0.260.40 ± 0.260.51 ± 0.200.35 ± 0.260.41 ± 0.210.46 ± 0.21
Pittsburg-bridges-span0.24 ± 0.180.44 ± 0.250.32 ± 0.250.29 ± 0.280.39 ± 0.250.38 ± 0.280.37 ± 0.280.42 ± 0.180.46 ± 0.220.12 ± 0.23
Pittsburg-bridges-t-or-d0.00 ± 0.000.19 ± 0.400.09 ± 0.340.30 ± 0.430.09 ± 0.320.24 ± 0.450.31 ± 0.450.30 ± 0.530.29 ± 0.540.38 ± 0.43
Pittsburg-bridges-type0.32 ± 0.170.41 ± 0.160.48 ± 0.130.44 ± 0.160.34 ± 0.170.47 ± 0.240.49 ± 0.190.47 ± 0.220.46 ± 0.210.36 ± 0.09
Pittsburg-bridgesmaterial0.50 ± 0.280.59 ± 0.170.65 ± 0.230.61 ± 0.250.62 ± 0.150.60 ± 0.130.59 ± 0.210.60 ± 0.180.52 ± 0.160.62 ± 0.14
Planning0.03 ± 0.08-0.01 ± 0.150.00 ± 0.000.12 ± 0.200.00 ± 0.000.01 ± 0.15-0.05 ± 0.140.00 ± 0.18-0.07 ± 0.20-0.08 ± 0.18
Plant-margin0.63 ± 0.040.85 ± 0.030.48 ± 0.050.74 ± 0.030.83 ± 0.020.85 ± 0.030.85 ± 0.030.83 ± 0.020.83 ± 0.030.07 ± 0.02
Plant-shape0.49 ± 0.040.53 ± 0.030.46 ± 0.030.64 ± 0.030.48 ± 0.020.56 ± 0.030.60 ± 0.030.64 ± 0.040.65 ± 0.030.08 ± 0.02
Plant-texture0.62 ± 0.030.74 ± 0.030.51 ± 0.040.80 ± 0.030.83 ± 0.030.85 ± 0.020.86 ± 0.020.84 ± 0.020.83 ± 0.020.03 ± 0.01
Poker-hand-training-true0.00 ± 0.000.00 ± 0.000.20 ± 0.030.06 ± 0.010.22 ± 0.020.21 ± 0.020.20 ± 0.020.11 ± 0.020.08 ± 0.030.00 ± 0.00
Post-operative0.00 ± 0.00-0.03 ± 0.140.00 ± 0.00-0.06 ± 0.240.00 ± 0.00-0.02 ± 0.10-0.02 ± 0.16-0.10 ± 0.22-0.09 ± 0.27-0.03 ± 0.07
Primary-tumor0.01 ± 0.020.36 ± 0.110.35 ± 0.100.27 ± 0.090.37 ± 0.130.36 ± 0.120.35 ± 0.140.33 ± 0.090.33 ± 0.100.08 ± 0.03
Qsarbioconcentration-0.00 ± 0.01-0.01 ± 0.04-0.03 ± 0.060.01 ± 0.15-0.00 ± 0.01-0.02 ± 0.05-0.05 ± 0.06-0.03 ± 0.080.00 ± 0.07-0.01 ± 0.08
Qsarbiodegradation0.15 ± 0.070.52 ± 0.060.63 ± 0.080.64 ± 0.050.68 ± 0.060.69 ± 0.050.67 ± 0.060.70 ± 0.050.71 ± 0.060.46 ± 0.09
Qualitative-bankruptcy0.98 ± 0.050.98 ± 0.050.96 ± 0.061.00 ± 0.000.97 ± 0.060.97 ± 0.060.99 ± 0.030.98 ± 0.050.98 ± 0.050.97 ± 0.06
Ringnorm0.58 ± 0.030.97 ± 0.010.83 ± 0.010.50 ± 0.030.97 ± 0.010.97 ± 0.010.97 ± 0.010.84 ± 0.030.83 ± 0.020.29 ± 0.02
Risk-factors-cervical-cancer0.00 ± 0.000.41 ± 0.090.59 ± 0.190.49 ± 0.170.00 ± 0.000.02 ± 0.090.23 ± 0.210.53 ± 0.190.50 ± 0.220.73 ± 0.13
Robotnavigation0.88 ± 0.020.36 ± 0.030.99 ± 0.000.82 ± 0.020.85 ± 0.020.87 ± 0.010.88 ± 0.010.82 ± 0.030.82 ± 0.040.61 ± 0.03
Sapfile0.15 ± 0.180.30 ± 0.150.16 ± 0.210.09 ± 0.110.14 ± 0.140.17 ± 0.110.19 ± 0.130.19 ± 0.140.17 ± 0.190.05 ± 0.20
Sat0.81 ± 0.010.75 ± 0.020.83 ± 0.010.88 ± 0.010.03 ± 0.010.05 ± 0.010.05 ± 0.010.87 ± 0.020.86 ± 0.010.50 ± 0.02
Satelite0.81 ± 0.010.75 ± 0.010.83 ± 0.010.88 ± 0.010.03 ± 0.010.05 ± 0.010.05 ± 0.010.87 ± 0.010.87 ± 0.010.51 ± 0.02
Scadi0.34 ± 0.110.76 ± 0.130.72 ± 0.190.72 ± 0.190.66 ± 0.120.70 ± 0.190.74 ± 0.210.72 ± 0.140.72 ± 0.140.41 ± 0.12
Schillingdata0.02 ± 0.020.71 ± 0.040.00 ± 0.000.43 ± 0.060.00 ± 0.000.27 ± 0.090.53 ± 0.050.69 ± 0.060.60 ± 0.100.01 ± 0.02
Seeds0.80 ± 0.100.87 ± 0.070.88 ± 0.090.91 ± 0.030.91 ± 0.060.91 ± 0.060.91 ± 0.060.93 ± 0.050.94 ± 0.050.74 ± 0.15
Segment0.89 ± 0.030.77 ± 0.020.96 ± 0.010.97 ± 0.010.60 ± 0.030.62 ± 0.030.61 ± 0.030.95 ± 0.010.96 ± 0.010.58 ± 0.03
Seismic-bumps0.00 ± 0.000.22 ± 0.09-0.00 ± 0.000.11 ± 0.080.00 ± 0.000.00 ± 0.000.00 ± 0.000.06 ± 0.090.07 ± 0.060.00 ± 0.03
Semeion0.76 ± 0.040.84 ± 0.030.73 ± 0.030.91 ± 0.020.95 ± 0.010.96 ± 0.010.96 ± 0.010.92 ± 0.020.92 ± 0.020.11 ± 0.00
Setapprocesst10.06 ± 0.190.16 ± 0.410.17 ± 0.450.15 ± 0.24-0.08 ± 0.130.07 ± 0.310.03 ± 0.240.15 ± 0.470.13 ± 0.490.38 ± 0.47
Setapprocesst100.00 ± 0.000.01 ± 0.280.05 ± 0.320.09 ± 0.400.00 ± 0.000.00 ± 0.000.00 ± 0.00-0.03 ± 0.50-0.01 ± 0.410.00 ± 0.20
Setapprocesst110.00 ± 0.000.08 ± 0.370.24 ± 0.440.08 ± 0.330.00 ± 0.000.00 ± 0.000.00 ± 0.000.20 ± 0.290.29 ± 0.33-0.03 ± 0.21
Setapprocesst20.06 ± 0.190.25 ± 0.360.34 ± 0.500.14 ± 0.480.00 ± 0.000.00 ± 0.000.00 ± 0.000.18 ± 0.400.24 ± 0.410.53 ± 0.44
Setapprocesst30.00 ± 0.000.22 ± 0.300.12 ± 0.350.18 ± 0.380.00 ± 0.000.00 ± 0.000.00 ± 0.000.23 ± 0.320.18 ± 0.28-0.02 ± 0.35
Setapprocesst40.00 ± 0.000.01 ± 0.46-0.12 ± 0.30-0.02 ± 0.410.00 ± 0.000.00 ± 0.000.00 ± 0.00-0.04 ± 0.43-0.07 ± 0.390.23 ± 0.34
Setapprocesst50.10 ± 0.210.01 ± 0.30-0.11 ± 0.320.06 ± 0.34-0.02 ± 0.07-0.05 ± 0.10-0.05 ± 0.100.06 ± 0.220.11 ± 0.260.25 ± 0.46
Setapprocesst60.00 ± 0.000.24 ± 0.360.14 ± 0.370.09 ± 0.350.00 ± 0.000.00 ± 0.000.00 ± 0.000.11 ± 0.420.10 ± 0.370.05 ± 0.40
Setapprocesst70.06 ± 0.190.40 ± 0.380.14 ± 0.450.09 ± 0.360.00 ± 0.000.00 ± 0.000.00 ± 0.000.32 ± 0.460.33 ± 0.43-0.04 ± 0.34
Setapprocesst80.00 ± 0.000.35 ± 0.250.37 ± 0.320.08 ± 0.390.00 ± 0.000.00 ± 0.000.00 ± 0.000.23 ± 0.390.21 ± 0.42-0.15 ± 0.20
Setapprocesst90.00 ± 0.000.27 ± 0.340.35 ± 0.36-0.04 ± 0.230.00 ± 0.000.00 ± 0.000.00 ± 0.000.32 ± 0.420.27 ± 0.36-0.08 ± 0.30
Shillbiddingdataset0.25 ± 0.060.85 ± 0.020.98 ± 0.010.96 ± 0.010.98 ± 0.010.98 ± 0.010.98 ± 0.010.98 ± 0.010.99 ± 0.010.87 ± 0.02
Shuttle-landing-control0.90 ± 0.320.70 ± 0.480.90 ± 0.320.90 ± 0.320.90 ± 0.320.90 ± 0.320.90 ± 0.320.80 ± 0.420.70 ± 0.480.80 ± 0.42
Somervillehappinesssurvey20150.12 ± 0.260.18 ± 0.200.28 ± 0.340.16 ± 0.250.19 ± 0.220.16 ± 0.200.16 ± 0.230.17 ± 0.190.18 ± 0.230.31 ± 0.32
Sonar0.52 ± 0.150.37 ± 0.180.42 ± 0.140.73 ± 0.140.29 ± 0.110.39 ± 0.180.46 ± 0.190.64 ± 0.210.63 ± 0.190.25 ± 0.22
Soybean0.65 ± 0.070.91 ± 0.060.86 ± 0.060.86 ± 0.050.89 ± 0.070.91 ± 0.050.91 ± 0.050.89 ± 0.080.90 ± 0.070.22 ± 0.04
Spambase0.48 ± 0.030.59 ± 0.030.85 ± 0.030.81 ± 0.020.86 ± 0.020.86 ± 0.020.86 ± 0.020.81 ± 0.030.78 ± 0.130.54 ± 0.04
Speaker-accent0.04 ± 0.040.47 ± 0.120.57 ± 0.130.73 ± 0.120.22 ± 0.080.32 ± 0.100.32 ± 0.100.71 ± 0.110.64 ± 0.120.13 ± 0.08
Spect0.14 ± 0.230.36 ± 0.420.19 ± 0.40-0.08 ± 0.360.04 ± 0.280.06 ± 0.340.05 ± 0.31-0.05 ± 0.44-0.03 ± 0.380.19 ± 0.28
Spectf0.38 ± 0.240.50 ± 0.240.47 ± 0.250.35 ± 0.380.35 ± 0.130.35 ± 0.130.53 ± 0.280.42 ± 0.290.45 ± 0.310.43 ± 0.17
Statlog-australian-credit-0.00 ± 0.010.09 ± 0.080.15 ± 0.150.00 ± 0.060.02 ± 0.04-0.00 ± 0.120.02 ± 0.120.06 ± 0.130.04 ± 0.080.09 ± 0.15
Statlog-german-credit0.00 ± 0.000.39 ± 0.140.35 ± 0.120.23 ± 0.100.36 ± 0.110.41 ± 0.090.42 ± 0.110.30 ± 0.070.32 ± 0.080.12 ± 0.06
Statlog-heart0.66 ± 0.160.66 ± 0.150.52 ± 0.200.50 ± 0.170.65 ± 0.100.60 ± 0.160.59 ± 0.190.56 ± 0.140.60 ± 0.170.41 ± 0.12
Statlog-image0.89 ± 0.030.77 ± 0.020.96 ± 0.010.97 ± 0.010.93 ± 0.010.94 ± 0.010.95 ± 0.010.95 ± 0.010.96 ± 0.010.58 ± 0.03
Statlog-landsat0.82 ± 0.020.75 ± 0.030.83 ± 0.020.88 ± 0.020.87 ± 0.020.88 ± 0.020.88 ± 0.020.86 ± 0.020.86 ± 0.020.51 ± 0.02
Statlog-shuttle0.38 ± 0.020.75 ± 0.031.00 ± 0.001.00 ± 0.000.99 ± 0.000.99 ± 0.000.99 ± 0.000.99 ± 0.000.99 ± 0.000.86 ± 0.01
Statlog-vehicle0.55 ± 0.040.27 ± 0.040.63 ± 0.080.60 ± 0.060.69 ± 0.050.74 ± 0.030.74 ± 0.030.76 ± 0.040.74 ± 0.060.35 ± 0.07
Steel-plates0.46 ± 0.040.52 ± 0.050.69 ± 0.040.64 ± 0.030.68 ± 0.040.70 ± 0.030.70 ± 0.040.65 ± 0.040.65 ± 0.040.30 ± 0.05
Synthetic-control0.87 ± 0.030.94 ± 0.040.90 ± 0.040.96 ± 0.030.99 ± 0.010.99 ± 0.010.99 ± 0.010.99 ± 0.010.99 ± 0.010.48 ± 0.05
Teaching0.25 ± 0.170.31 ± 0.130.39 ± 0.170.43 ± 0.200.34 ± 0.220.42 ± 0.190.43 ± 0.180.31 ± 0.170.28 ± 0.140.20 ± 0.16
Thoraricsurgery0.00 ± 0.000.05 ± 0.150.00 ± 0.040.04 ± 0.170.00 ± 0.00-0.01 ± 0.02-0.01 ± 0.020.11 ± 0.130.15 ± 0.20-0.01 ± 0.04
Thyroid0.61 ± 0.210.92 ± 0.090.83 ± 0.140.94 ± 0.050.27 ± 0.190.34 ± 0.170.34 ± 0.170.93 ± 0.070.93 ± 0.070.79 ± 0.20
Thyroid-train0.00 ± 0.000.63 ± 0.100.98 ± 0.020.39 ± 0.100.51 ± 0.100.60 ± 0.080.67 ± 0.080.72 ± 0.100.68 ± 0.090.78 ± 0.05
Tic-tac-toe0.00 ± 0.000.27 ± 0.080.86 ± 0.051.00 ± 0.000.97 ± 0.030.98 ± 0.020.99 ± 0.020.95 ± 0.020.95 ± 0.030.34 ± 0.05
Titanic0.40 ± 0.070.42 ± 0.060.43 ± 0.050.43 ± 0.050.43 ± 0.060.43 ± 0.060.43 ± 0.060.44 ± 0.060.42 ± 0.060.44 ± 0.05
Trains0.70 ± 0.480.60 ± 0.520.70 ± 0.480.60 ± 0.520.60 ± 0.520.70 ± 0.480.70 ± 0.480.80 ± 0.420.80 ± 0.420.00 ± 0.00
Transfusion0.05 ± 0.070.16 ± 0.100.34 ± 0.120.12 ± 0.120.08 ± 0.110.06 ± 0.090.04 ± 0.100.28 ± 0.090.30 ± 0.100.06 ± 0.08
Trial0.87 ± 0.070.80 ± 0.071.00 ± 0.000.99 ± 0.020.98 ± 0.020.99 ± 0.010.99 ± 0.010.98 ± 0.020.99 ± 0.021.00 ± 0.00
Turkiye-student-evaluation0.00 ± 0.000.75 ± 0.031.00 ± 0.000.82 ± 0.030.91 ± 0.010.93 ± 0.010.93 ± 0.011.00 ± 0.001.00 ± 0.001.00 ± 0.00
Unbalanced0.00 ± 0.000.07 ± 0.130.00 ± 0.000.16 ± 0.360.00 ± 0.00-0.00 ± 0.00-0.01 ± 0.01-0.00 ± 0.010.04 ± 0.160.00 ± 0.00
Urbanlandcover0.77 ± 0.120.75 ± 0.110.76 ± 0.090.73 ± 0.130.00 ± 0.000.00 ± 0.000.00 ± 0.000.74 ± 0.140.74 ± 0.140.42 ± 0.16
Userknowledgemodeling0.48 ± 0.110.85 ± 0.080.92 ± 0.050.73 ± 0.140.67 ± 0.100.79 ± 0.060.79 ± 0.060.88 ± 0.050.90 ± 0.070.79 ± 0.11
Vehicle0.59 ± 0.060.27 ± 0.060.63 ± 0.080.60 ± 0.060.07 ± 0.030.08 ± 0.040.08 ± 0.040.76 ± 0.050.75 ± 0.060.36 ± 0.07
Vertebral-column-2classes0.34 ± 0.230.55 ± 0.130.57 ± 0.160.60 ± 0.110.66 ± 0.130.64 ± 0.150.65 ± 0.140.63 ± 0.170.62 ± 0.160.43 ± 0.15
Vertebral-column-3classes0.50 ± 0.180.73 ± 0.090.72 ± 0.090.66 ± 0.080.74 ± 0.090.76 ± 0.110.75 ± 0.100.77 ± 0.070.76 ± 0.090.59 ± 0.11
Veteran0.03 ± 0.100.22 ± 0.210.36 ± 0.170.07 ± 0.210.00 ± 0.000.00 ± 0.000.00 ± 0.000.06 ± 0.340.19 ± 0.350.35 ± 0.18
Vowel0.59 ± 0.040.60 ± 0.050.80 ± 0.050.99 ± 0.010.84 ± 0.030.90 ± 0.020.92 ± 0.020.92 ± 0.040.93 ± 0.030.25 ± 0.05
Wall-following0.88 ± 0.020.36 ± 0.020.99 ± 0.000.82 ± 0.020.83 ± 0.020.86 ± 0.020.87 ± 0.020.81 ± 0.020.82 ± 0.030.61 ± 0.02
Waveform-noise0.51 ± 0.030.70 ± 0.030.63 ± 0.020.60 ± 0.020.79 ± 0.020.78 ± 0.020.77 ± 0.020.75 ± 0.020.75 ± 0.020.31 ± 0.04
Waveform0.56 ± 0.020.72 ± 0.020.64 ± 0.020.65 ± 0.030.80 ± 0.020.78 ± 0.020.78 ± 0.020.76 ± 0.020.75 ± 0.020.29 ± 0.02
Wbc0.93 ± 0.040.95 ± 0.030.84 ± 0.050.91 ± 0.060.95 ± 0.030.95 ± 0.030.95 ± 0.040.91 ± 0.030.92 ± 0.040.80 ± 0.07
Wdbc0.86 ± 0.080.85 ± 0.090.86 ± 0.080.91 ± 0.040.00 ± 0.000.00 ± 0.000.00 ± 0.000.93 ± 0.040.91 ± 0.050.78 ± 0.07
Weathernominal0.40 ± 0.700.40 ± 0.520.30 ± 0.670.40 ± 0.700.50 ± 0.530.40 ± 0.520.60 ± 0.520.60 ± 0.520.60 ± 0.520.20 ± 0.63
Weathernumeric0.30 ± 0.670.50 ± 0.530.50 ± 0.710.70 ± 0.480.50 ± 0.530.20 ± 0.790.20 ± 0.790.70 ± 0.480.70 ± 0.480.20 ± 0.63
Website-phishingdata0.67 ± 0.040.71 ± 0.040.84 ± 0.040.79 ± 0.050.73 ± 0.020.74 ± 0.020.78 ± 0.040.80 ± 0.040.82 ± 0.040.66 ± 0.03
Wholesalecustomersdata0.76 ± 0.050.75 ± 0.090.78 ± 0.060.72 ± 0.110.00 ± 0.000.00 ± 0.000.00 ± 0.000.81 ± 0.070.79 ± 0.090.78 ± 0.08
Wifi-localization0.90 ± 0.020.98 ± 0.010.96 ± 0.010.98 ± 0.010.72 ± 0.030.74 ± 0.030.74 ± 0.030.97 ± 0.010.97 ± 0.010.72 ± 0.06
Wilt0.00 ± 0.000.30 ± 0.080.82 ± 0.050.42 ± 0.070.06 ± 0.040.06 ± 0.040.06 ± 0.040.75 ± 0.130.79 ± 0.080.01 ± 0.03
Wine-quality-red0.36 ± 0.060.31 ± 0.060.39 ± 0.050.45 ± 0.040.39 ± 0.040.39 ± 0.040.40 ± 0.040.36 ± 0.060.36 ± 0.040.24 ± 0.05
Wine-quality-white0.27 ± 0.040.22 ± 0.020.38 ± 0.040.49 ± 0.040.30 ± 0.040.32 ± 0.040.33 ± 0.040.28 ± 0.040.27 ± 0.030.13 ± 0.03
Wine0.94 ± 0.090.95 ± 0.080.91 ± 0.080.92 ± 0.060.98 ± 0.040.97 ± 0.040.97 ± 0.040.96 ± 0.060.96 ± 0.060.65 ± 0.14
Yamilnaduelectricty0.15 ± 0.010.00 ± 0.000.09 ± 0.010.17 ± 0.010.00 ± 0.010.00 ± 0.010.00 ± 0.010.00 ± 0.010.00 ± 0.010.01 ± 0.01
Yeast0.27 ± 0.040.45 ± 0.030.43 ± 0.060.38 ± 0.030.48 ± 0.060.48 ± 0.060.48 ± 0.060.47 ± 0.050.46 ± 0.040.18 ± 0.05
Youtobe-kabita-preprocessing0.22 ± 0.030.14 ± 0.010.23 ± 0.020.21 ± 0.020.27 ± 0.030.26 ± 0.030.25 ± 0.020.22 ± 0.010.23 ± 0.020.21 ± 0.02
Youtobe-nisha-preprocessing0.27 ± 0.020.22 ± 0.020.28 ± 0.010.25 ± 0.020.31 ± 0.020.29 ± 0.020.29 ± 0.030.27 ± 0.020.26 ± 0.030.20 ± 0.02
Z-alizadehsani0.00 ± 0.000.54 ± 0.150.47 ± 0.210.50 ± 0.130.00 ± 0.000.00 ± 0.000.00 ± 0.000.57 ± 0.180.56 ± 0.170.30 ± 0.21
Zoo0.88 ± 0.120.95 ± 0.080.90 ± 0.120.95 ± 0.080.92 ± 0.110.92 ± 0.110.92 ± 0.110.94 ± 0.090.94 ± 0.090.65 ± 0.14
Average k (rank)0.4171 (9)0.5010 (5)0.5910 (2)0.5595 (4)0.4182 (8)0.4412 (7)0.4528 (6)0.5920 (1)0.5898 (3)0.4004 (10)
Average k std (rank)0.0828 (4)0.1118 (7)0.1067 (6)0.1151 (9)0.0694 (1)0.0798 (2)0.0808 (3)0.1150 (8)0.1157 (10)0.1061 (5)