Research Article

Recall Network: A Simple Brain-Inspired Algorithm for Classification

Table 8

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

DatasetRNNBJ48KNNSVM1SVM2SVM3ANN1ANN2OneR

Abalone0.41 ± 0.010.46 ± 0.020.45 ± 0.010.53 ± 0.020.47 ± 0.020.47 ± 0.020.47 ± 0.020.39 ± 0.010.39 ± 0.010.51 ± 0.01
Absenteeism-at-work0.32 ± 0.010.33 ± 0.040.03 ± 0.050.40 ± 0.040.39 ± 0.040.39 ± 0.040.39 ± 0.040.14 ± 0.030.15 ± 0.040.21 ± 0.04
Acute-inflammatioactn0.25 ± 0.020.15 ± 0.030.00 ± 0.000.01 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.01 ± 0.000.00 ± 0.000.45 ± 0.10
Acute-nephritis0.22 ± 0.010.14 ± 0.130.00 ± 0.000.01 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.01 ± 0.000.00 ± 0.000.22 ± 0.20
Adult0.40 ± 0.000.40 ± 0.030.38 ± 0.030.46 ± 0.040.41 ± 0.050.40 ± 0.050.41 ± 0.050.38 ± 0.030.39 ± 0.030.44 ± 0.01
Aggregation0.14 ± 0.020.02 ± 0.010.02 ± 0.030.01 ± 0.020.01 ± 0.020.01 ± 0.030.01 ± 0.030.06 ± 0.020.05 ± 0.020.34 ± 0.01
Algerianforest0.33 ± 0.030.19 ± 0.140.16 ± 0.130.33 ± 0.100.64 ± 0.010.62 ± 0.040.62 ± 0.040.14 ± 0.100.12 ± 0.110.09 ± 0.15
Annealing0.26 ± 0.000.31 ± 0.030.11 ± 0.040.20 ± 0.020.21 ± 0.030.18 ± 0.030.18 ± 0.020.17 ± 0.040.16 ± 0.040.26 ± 0.00
Arrhythmia0.22 ± 0.000.24 ± 0.020.22 ± 0.020.26 ± 0.010.24 ± 0.010.23 ± 0.010.23 ± 0.010.20 ± 0.020.23 ± 0.030.25 ± 0.01
Au1-10000.43 ± 0.000.43 ± 0.010.43 ± 0.040.51 ± 0.040.51 ± 0.000.51 ± 0.000.51 ± 0.010.53 ± 0.030.51 ± 0.040.51 ± 0.00
Au4-25000.42 ± 0.000.43 ± 0.010.41 ± 0.040.49 ± 0.030.51 ± 0.020.51 ± 0.020.51 ± 0.020.44 ± 0.030.44 ± 0.030.56 ± 0.03
Au6-10000.33 ± 0.000.34 ± 0.000.43 ± 0.010.46 ± 0.010.44 ± 0.000.44 ± 0.000.44 ± 0.000.43 ± 0.010.43 ± 0.010.43 ± 0.01
Au6-250-drift-au6-cd1-5000.33 ± 0.000.34 ± 0.010.43 ± 0.010.45 ± 0.010.44 ± 0.000.44 ± 0.000.44 ± 0.000.42 ± 0.010.42 ± 0.010.43 ± 0.01
Au6-cd1-4000.32 ± 0.000.34 ± 0.010.37 ± 0.020.45 ± 0.020.42 ± 0.000.42 ± 0.000.42 ± 0.000.40 ± 0.020.40 ± 0.010.41 ± 0.02
Au7-300-drift-au7-cpd1-8000.39 ± 0.000.39 ± 0.010.46 ± 0.020.52 ± 0.020.54 ± 0.010.54 ± 0.010.54 ± 0.010.42 ± 0.010.42 ± 0.010.55 ± 0.01
Au7-7000.36 ± 0.000.36 ± 0.010.41 ± 0.020.51 ± 0.020.50 ± 0.010.50 ± 0.010.50 ± 0.010.41 ± 0.010.41 ± 0.010.47 ± 0.02
Au7-cpd1-5000.38 ± 0.000.38 ± 0.010.40 ± 0.020.50 ± 0.020.50 ± 0.000.50 ± 0.010.50 ± 0.010.45 ± 0.020.45 ± 0.030.49 ± 0.02
Audiology-std0.21 ± 0.000.16 ± 0.030.15 ± 0.030.16 ± 0.040.20 ± 0.020.19 ± 0.030.18 ± 0.030.12 ± 0.020.13 ± 0.020.24 ± 0.00
Audit-risk0.30 ± 0.020.22 ± 0.050.01 ± 0.040.14 ± 0.060.10 ± 0.080.09 ± 0.080.07 ± 0.080.15 ± 0.050.16 ± 0.050.00 ± 0.00
Autism-adolescent-data0.39 ± 0.030.11 ± 0.070.00 ± 0.000.27 ± 0.150.12 ± 0.160.15 ± 0.160.12 ± 0.160.23 ± 0.180.23 ± 0.180.00 ± 0.00
Autism-adult-data0.34 ± 0.010.12 ± 0.060.00 ± 0.000.21 ± 0.080.05 ± 0.070.03 ± 0.060.04 ± 0.070.01 ± 0.000.01 ± 0.000.00 ± 0.00
Autism-child-data0.41 ± 0.010.10 ± 0.040.00 ± 0.000.33 ± 0.060.02 ± 0.060.00 ± 0.000.00 ± 0.000.03 ± 0.040.04 ± 0.040.00 ± 0.00
Autos0.26 ± 0.010.31 ± 0.050.20 ± 0.040.25 ± 0.060.43 ± 0.010.43 ± 0.020.43 ± 0.020.23 ± 0.030.23 ± 0.030.33 ± 0.04
Avila0.14 ± 0.000.29 ± 0.000.09 ± 0.010.20 ± 0.010.23 ± 0.010.22 ± 0.010.22 ± 0.010.21 ± 0.000.21 ± 0.010.22 ± 0.01
Balance-scale0.34 ± 0.010.28 ± 0.010.37 ± 0.030.33 ± 0.040.25 ± 0.020.22 ± 0.010.21 ± 0.020.20 ± 0.030.21 ± 0.030.54 ± 0.03
Balloons0.42 ± 0.110.50 ± 0.030.51 ± 0.190.37 ± 0.100.38 ± 0.410.24 ± 0.400.24 ± 0.400.38 ± 0.330.37 ± 0.340.65 ± 0.37
Bank0.31 ± 0.000.35 ± 0.010.31 ± 0.010.37 ± 0.020.32 ± 0.010.32 ± 0.010.32 ± 0.020.30 ± 0.010.30 ± 0.020.34 ± 0.01
Blood0.42 ± 0.010.43 ± 0.020.40 ± 0.020.53 ± 0.040.46 ± 0.020.46 ± 0.020.46 ± 0.020.39 ± 0.010.39 ± 0.010.49 ± 0.02
Breast-cancer-wisc-diag0.28 ± 0.020.24 ± 0.110.24 ± 0.100.20 ± 0.050.13 ± 0.080.12 ± 0.080.12 ± 0.070.17 ± 0.050.17 ± 0.080.32 ± 0.06
Breast-cancer-wisc-prog0.42 ± 0.020.52 ± 0.100.47 ± 0.080.51 ± 0.100.45 ± 0.070.46 ± 0.100.46 ± 0.100.46 ± 0.090.47 ± 0.100.54 ± 0.07
Breast-cancer-wisc0.20 ± 0.040.20 ± 0.050.23 ± 0.070.19 ± 0.090.15 ± 0.080.15 ± 0.090.17 ± 0.070.19 ± 0.100.19 ± 0.070.26 ± 0.09
Breast-cancer0.43 ± 0.020.45 ± 0.050.46 ± 0.030.54 ± 0.070.51 ± 0.050.52 ± 0.060.53 ± 0.050.48 ± 0.060.51 ± 0.040.54 ± 0.05
Breast-tissue0.29 ± 0.030.29 ± 0.080.30 ± 0.090.28 ± 0.100.37 ± 0.080.32 ± 0.090.29 ± 0.130.28 ± 0.040.29 ± 0.050.39 ± 0.04
Bupa0.47 ± 0.010.51 ± 0.040.54 ± 0.060.62 ± 0.040.64 ± 0.020.64 ± 0.020.64 ± 0.020.47 ± 0.040.47 ± 0.040.67 ± 0.06
Caesarian0.46 ± 0.050.47 ± 0.100.49 ± 0.050.58 ± 0.120.67 ± 0.050.61 ± 0.090.63 ± 0.120.60 ± 0.150.60 ± 0.130.70 ± 0.15
Car0.32 ± 0.000.23 ± 0.010.10 ± 0.030.12 ± 0.020.11 ± 0.030.09 ± 0.030.09 ± 0.030.15 ± 0.020.15 ± 0.020.39 ± 0.00
Cardiotocography-10classes0.24 ± 0.000.22 ± 0.010.17 ± 0.010.21 ± 0.010.19 ± 0.010.19 ± 0.010.18 ± 0.010.17 ± 0.010.18 ± 0.010.32 ± 0.01
Cardiotocography-3classes0.31 ± 0.000.33 ± 0.030.21 ± 0.040.23 ± 0.030.24 ± 0.030.23 ± 0.030.23 ± 0.030.21 ± 0.020.20 ± 0.030.35 ± 0.03
Cervical-cancer0.38 ± 0.030.23 ± 0.170.30 ± 0.220.26 ± 0.220.54 ± 0.030.51 ± 0.070.51 ± 0.070.16 ± 0.160.16 ± 0.160.46 ± 0.10
Chemicalcomposionofceramic0.25 ± 0.020.00 ± 0.000.04 ± 0.110.01 ± 0.000.74 ± 0.020.74 ± 0.020.74 ± 0.020.01 ± 0.010.01 ± 0.000.00 ± 0.00
Chess-krvk0.22 ± 0.000.21 ± 0.000.21 ± 0.010.23 ± 0.010.24 ± 0.010.24 ± 0.010.24 ± 0.010.20 ± 0.000.20 ± 0.000.29 ± 0.00
Chess-krvkp0.47 ± 0.000.32 ± 0.020.07 ± 0.040.23 ± 0.020.11 ± 0.040.08 ± 0.040.09 ± 0.030.07 ± 0.030.07 ± 0.040.58 ± 0.01
Congressional-voting0.48 ± 0.000.48 ± 0.040.49 ± 0.020.50 ± 0.050.62 ± 0.030.62 ± 0.040.63 ± 0.050.49 ± 0.040.49 ± 0.040.61 ± 0.02
Conn-bench-sonar-mines-rocks0.46 ± 0.010.53 ± 0.070.52 ± 0.060.35 ± 0.100.39 ± 0.100.33 ± 0.140.31 ± 0.140.38 ± 0.140.36 ± 0.140.60 ± 0.09
Conn-bench-vowel-deterding0.22 ± 0.000.20 ± 0.010.18 ± 0.030.02 ± 0.030.10 ± 0.020.06 ± 0.030.04 ± 0.040.15 ± 0.020.16 ± 0.020.34 ± 0.01
Connect-40.43 ± 0.000.48 ± 0.010.41 ± 0.020.53 ± 0.030.51 ± 0.000.49 ± 0.010.48 ± 0.020.47 ± 0.020.47 ± 0.020.51 ± 0.00
Connectionist0.46 ± 0.010.53 ± 0.100.49 ± 0.070.35 ± 0.080.62 ± 0.070.54 ± 0.130.49 ± 0.190.36 ± 0.110.36 ± 0.110.61 ± 0.06
Contrac0.45 ± 0.000.46 ± 0.020.47 ± 0.020.61 ± 0.020.55 ± 0.010.55 ± 0.020.55 ± 0.020.43 ± 0.010.43 ± 0.010.59 ± 0.01
Covid-190.38 ± 0.090.35 ± 0.190.33 ± 0.310.40 ± 0.270.39 ± 0.350.42 ± 0.370.34 ± 0.370.31 ± 0.290.31 ± 0.300.20 ± 0.32
Credit-approval0.42 ± 0.010.43 ± 0.040.36 ± 0.040.42 ± 0.070.38 ± 0.070.38 ± 0.060.39 ± 0.060.35 ± 0.040.37 ± 0.040.38 ± 0.06
Crowdsource0.22 ± 0.000.22 ± 0.020.19 ± 0.010.12 ± 0.010.29 ± 0.010.29 ± 0.010.29 ± 0.010.15 ± 0.020.15 ± 0.020.27 ± 0.01
Crx0.42 ± 0.010.43 ± 0.030.33 ± 0.040.43 ± 0.060.66 ± 0.030.66 ± 0.030.65 ± 0.040.38 ± 0.050.37 ± 0.030.38 ± 0.06
Cryother0.34 ± 0.050.31 ± 0.160.20 ± 0.150.26 ± 0.180.39 ± 0.180.37 ± 0.180.37 ± 0.180.28 ± 0.130.32 ± 0.120.42 ± 0.12
Cylinder-bands0.46 ± 0.010.54 ± 0.060.50 ± 0.060.55 ± 0.060.49 ± 0.040.46 ± 0.050.43 ± 0.040.48 ± 0.050.48 ± 0.040.58 ± 0.04
Dbworld-bodies0.49 ± 0.010.46 ± 0.200.36 ± 0.250.62 ± 0.080.67 ± 0.040.67 ± 0.040.59 ± 0.11//0.28 ± 0.25
Dbworld-bodies-stemmed0.49 ± 0.010.45 ± 0.180.28 ± 0.220.58 ± 0.120.67 ± 0.040.64 ± 0.070.50 ± 0.12//0.44 ± 0.27
Dbworld-subjects0.49 ± 0.010.28 ± 0.150.44 ± 0.100.42 ± 0.150.67 ± 0.040.67 ± 0.040.67 ± 0.040.25 ± 0.200.25 ± 0.230.60 ± 0.10
Dbworld-subjects-stemmed0.49 ± 0.010.27 ± 0.160.39 ± 0.170.37 ± 0.140.67 ± 0.040.67 ± 0.040.67 ± 0.040.26 ± 0.200.27 ± 0.200.62 ± 0.08
Dermatology0.27 ± 0.000.07 ± 0.050.09 ± 0.060.10 ± 0.070.07 ± 0.060.06 ± 0.060.06 ± 0.070.07 ± 0.030.07 ± 0.030.41 ± 0.01
Diabetes0.43 ± 0.020.41 ± 0.040.44 ± 0.050.54 ± 0.040.59 ± 0.000.59 ± 0.000.59 ± 0.000.42 ± 0.030.42 ± 0.040.53 ± 0.05
Diabetic0.47 ± 0.010.65 ± 0.020.51 ± 0.030.62 ± 0.040.65 ± 0.040.64 ± 0.050.63 ± 0.050.43 ± 0.040.43 ± 0.040.68 ± 0.04
Divorce0.15 ± 0.060.10 ± 0.130.17 ± 0.140.09 ± 0.110.10 ± 0.130.10 ± 0.130.10 ± 0.130.08 ± 0.100.08 ± 0.110.16 ± 0.15
Dota2train0.50 ± 0.000.52 ± 0.020.60 ± 0.040.62 ± 0.030.69 ± 0.000.68 ± 0.030.69 ± 0.020.65 ± 0.070.64 ± 0.080.67 ± 0.03
Dow-jones-index0.47 ± 0.010.55 ± 0.030.46 ± 0.030.67 ± 0.050.69 ± 0.000.69 ± 0.000.69 ± 0.000.53 ± 0.030.54 ± 0.030.66 ± 0.02
Dry-bean-dataset0.14 ± 0.000.16 ± 0.010.13 ± 0.010.12 ± 0.010.33 ± 0.010.33 ± 0.010.33 ± 0.010.13 ± 0.010.13 ± 0.010.30 ± 0.01
Early-stage-diabetes-data-upload0.39 ± 0.010.32 ± 0.050.19 ± 0.060.11 ± 0.090.22 ± 0.110.20 ± 0.110.18 ± 0.120.15 ± 0.070.16 ± 0.080.42 ± 0.05
Echocardiogram0.43 ± 0.030.40 ± 0.150.42 ± 0.110.49 ± 0.110.40 ± 0.150.41 ± 0.170.41 ± 0.170.42 ± 0.110.42 ± 0.120.37 ± 0.09
Ecoli0.24 ± 0.010.16 ± 0.030.18 ± 0.050.22 ± 0.040.18 ± 0.030.18 ± 0.030.18 ± 0.030.17 ± 0.020.18 ± 0.020.29 ± 0.03
Eegeyesate0.46 ± 0.000.70 ± 0.060.38 ± 0.010.40 ± 0.030.67 ± 0.000.67 ± 0.000.67 ± 0.000.50 ± 0.010.50 ± 0.020.61 ± 0.01
Electrical0.35 ± 0.040.14 ± 0.070.00 ± 0.000.27 ± 0.120.41 ± 0.090.41 ± 0.080.40 ± 0.080.08 ± 0.070.08 ± 0.070.02 ± 0.06
Energy-y10.31 ± 0.000.30 ± 0.020.12 ± 0.030.40 ± 0.030.27 ± 0.020.26 ± 0.020.26 ± 0.040.24 ± 0.010.25 ± 0.020.32 ± 0.02
Energy-y20.29 ± 0.010.27 ± 0.030.22 ± 0.030.40 ± 0.030.26 ± 0.030.25 ± 0.020.24 ± 0.020.21 ± 0.020.21 ± 0.030.28 ± 0.04
Extentionofz-alizadehsani0.42 ± 0.010.23 ± 0.070.02 ± 0.060.30 ± 0.080.54 ± 0.010.54 ± 0.010.54 ± 0.010.09 ± 0.090.09 ± 0.090.36 ± 0.07
Fertility0.32 ± 0.050.33 ± 0.050.36 ± 0.070.38 ± 0.170.34 ± 0.060.31 ± 0.120.29 ± 0.170.29 ± 0.130.30 ± 0.150.34 ± 0.06
First-order0.29 ± 0.000.82 ± 0.020.00 ± 0.000.06 ± 0.050.31 ± 0.010.21 ± 0.040.13 ± 0.060.02 ± 0.030.02 ± 0.030.30 ± 0.03
Flags0.29 ± 0.010.33 ± 0.020.30 ± 0.040.36 ± 0.030.34 ± 0.030.34 ± 0.040.34 ± 0.050.33 ± 0.040.32 ± 0.030.33 ± 0.03
Foresttypes0.28 ± 0.010.13 ± 0.090.12 ± 0.100.13 ± 0.080.59 ± 0.010.58 ± 0.020.58 ± 0.020.10 ± 0.070.10 ± 0.070.29 ± 0.07
Garments-worker-productivity0.37 ± 0.000.41 ± 0.010.41 ± 0.020.54 ± 0.010.51 ± 0.010.51 ± 0.010.50 ± 0.010.39 ± 0.010.39 ± 0.010.52 ± 0.01
Gender-name-dataset0.49 ± 0.000.61 ± 0.010.49 ± 0.000.48 ± 0.010.60 ± 0.010.60 ± 0.020.60 ± 0.020.49 ± 0.000.49 ± 0.000.63 ± 0.01
Gesture-a1-raw0.20 ± 0.010.29 ± 0.020.18 ± 0.020.12 ± 0.020.49 ± 0.000.49 ± 0.000.49 ± 0.000.17 ± 0.020.17 ± 0.010.11 ± 0.03
Gesture-a1-va30.31 ± 0.010.38 ± 0.020.35 ± 0.030.32 ± 0.020.49 ± 0.000.49 ± 0.000.49 ± 0.000.30 ± 0.010.31 ± 0.020.39 ± 0.01
Gesture-a2-raw0.21 ± 0.000.33 ± 0.020.20 ± 0.030.14 ± 0.050.49 ± 0.000.49 ± 0.000.49 ± 0.000.18 ± 0.020.18 ± 0.020.14 ± 0.03
Gesture-a2-va30.33 ± 0.010.44 ± 0.040.40 ± 0.010.36 ± 0.020.49 ± 0.000.49 ± 0.000.49 ± 0.000.35 ± 0.020.35 ± 0.020.43 ± 0.02
Gesture-a3-raw0.18 ± 0.010.35 ± 0.010.16 ± 0.010.12 ± 0.020.51 ± 0.000.51 ± 0.000.51 ± 0.000.19 ± 0.010.19 ± 0.020.14 ± 0.02
Gesture-a3-va30.33 ± 0.000.43 ± 0.010.30 ± 0.020.20 ± 0.020.51 ± 0.000.51 ± 0.000.51 ± 0.000.32 ± 0.010.32 ± 0.010.44 ± 0.01
Gesture-b1-raw0.18 ± 0.010.38 ± 0.020.15 ± 0.030.13 ± 0.040.45 ± 0.000.45 ± 0.000.45 ± 0.000.18 ± 0.020.17 ± 0.010.17 ± 0.02
Gesture-b1-va30.33 ± 0.010.49 ± 0.030.34 ± 0.020.19 ± 0.030.50 ± 0.000.50 ± 0.000.50 ± 0.000.33 ± 0.010.33 ± 0.020.48 ± 0.02
Gesture-b3-raw0.23 ± 0.010.36 ± 0.020.18 ± 0.030.13 ± 0.010.52 ± 0.000.52 ± 0.000.52 ± 0.000.20 ± 0.040.20 ± 0.030.13 ± 0.03
Gesture-b3-va30.37 ± 0.010.45 ± 0.020.40 ± 0.020.30 ± 0.020.52 ± 0.000.52 ± 0.000.52 ± 0.000.35 ± 0.020.37 ± 0.020.49 ± 0.02
Gesture-c1-raw0.23 ± 0.010.34 ± 0.010.20 ± 0.020.15 ± 0.020.55 ± 0.000.55 ± 0.000.55 ± 0.000.20 ± 0.030.20 ± 0.030.15 ± 0.03
Gesture-c1-va30.35 ± 0.010.41 ± 0.020.39 ± 0.020.34 ± 0.020.55 ± 0.000.55 ± 0.000.55 ± 0.000.34 ± 0.020.35 ± 0.010.48 ± 0.02
Gesture-c3-raw0.22 ± 0.010.36 ± 0.020.21 ± 0.030.16 ± 0.030.54 ± 0.000.54 ± 0.000.54 ± 0.000.21 ± 0.020.23 ± 0.010.15 ± 0.02
Gesture-c3-va30.36 ± 0.010.44 ± 0.010.40 ± 0.020.39 ± 0.020.54 ± 0.000.54 ± 0.000.54 ± 0.000.36 ± 0.020.37 ± 0.020.48 ± 0.01
Glass0.29 ± 0.010.36 ± 0.030.31 ± 0.040.31 ± 0.050.30 ± 0.040.30 ± 0.040.31 ± 0.040.28 ± 0.030.28 ± 0.020.38 ± 0.04
Go-track-tracks0.37 ± 0.040.38 ± 0.060.30 ± 0.140.24 ± 0.180.52 ± 0.110.52 ± 0.110.52 ± 0.110.32 ± 0.090.32 ± 0.090.48 ± 0.14
Haberman-survival0.43 ± 0.010.43 ± 0.040.43 ± 0.020.57 ± 0.060.52 ± 0.050.54 ± 0.030.54 ± 0.030.43 ± 0.030.43 ± 0.030.52 ± 0.03
Hayes-roth0.34 ± 0.020.36 ± 0.020.28 ± 0.050.21 ± 0.050.28 ± 0.110.35 ± 0.060.36 ± 0.060.34 ± 0.100.34 ± 0.100.61 ± 0.03
Hcc-data0.46 ± 0.010.53 ± 0.070.54 ± 0.060.60 ± 0.070.62 ± 0.020.62 ± 0.020.62 ± 0.020.54 ± 0.110.56 ± 0.090.54 ± 0.12
Hcvdat0.19 ± 0.010.17 ± 0.040.17 ± 0.030.19 ± 0.020.23 ± 0.010.23 ± 0.010.23 ± 0.010.14 ± 0.030.16 ± 0.030.21 ± 0.02
Heart-cleveland0.33 ± 0.010.34 ± 0.040.40 ± 0.040.42 ± 0.030.41 ± 0.040.40 ± 0.050.41 ± 0.050.38 ± 0.030.38 ± 0.040.43 ± 0.03
Heart-hungarian0.39 ± 0.030.39 ± 0.080.41 ± 0.070.46 ± 0.090.42 ± 0.090.41 ± 0.080.40 ± 0.090.42 ± 0.080.42 ± 0.060.45 ± 0.11
Heart-switzerland0.37 ± 0.010.40 ± 0.030.45 ± 0.050.51 ± 0.050.49 ± 0.030.49 ± 0.020.48 ± 0.030.42 ± 0.050.42 ± 0.040.52 ± 0.05
Heart-va0.39 ± 0.010.42 ± 0.030.48 ± 0.020.50 ± 0.030.51 ± 0.040.52 ± 0.030.53 ± 0.040.47 ± 0.030.48 ± 0.030.54 ± 0.04
Heart-failure-clinical-records-dataset0.44 ± 0.010.41 ± 0.040.41 ± 0.060.58 ± 0.060.57 ± 0.010.57 ± 0.010.57 ± 0.010.48 ± 0.050.45 ± 0.090.37 ± 0.08
Hepatitis0.38 ± 0.020.37 ± 0.100.41 ± 0.120.41 ± 0.070.40 ± 0.080.35 ± 0.190.35 ± 0.190.39 ± 0.110.42 ± 0.120.50 ± 0.07
Hill-valley0.51 ± 0.010.70 ± 0.050.50 ± 0.000.69 ± 0.030.69 ± 0.050.69 ± 0.050.68 ± 0.050.48 ± 0.020.49 ± 0.020.72 ± 0.03
Hiv1625data0.25 ± 0.020.22 ± 0.040.27 ± 0.030.27 ± 0.020.28 ± 0.040.25 ± 0.040.25 ± 0.050.20 ± 0.050.24 ± 0.050.45 ± 0.02
Hiv746data0.30 ± 0.030.26 ± 0.050.37 ± 0.040.34 ± 0.040.32 ± 0.060.30 ± 0.050.29 ± 0.060.25 ± 0.050.26 ± 0.060.43 ± 0.06
Horse-colic0.43 ± 0.010.47 ± 0.060.34 ± 0.080.48 ± 0.080.40 ± 0.070.39 ± 0.070.38 ± 0.080.44 ± 0.050.42 ± 0.100.42 ± 0.06
Htru0.16 ± 0.010.23 ± 0.010.14 ± 0.020.17 ± 0.010.30 ± 0.000.29 ± 0.000.29 ± 0.000.13 ± 0.010.13 ± 0.010.15 ± 0.01
Hypothyroid0.18 ± 0.000.14 ± 0.010.04 ± 0.020.21 ± 0.020.19 ± 0.000.19 ± 0.010.19 ± 0.010.15 ± 0.040.17 ± 0.040.14 ± 0.02
Ibeacon-rssi-labeled0.09 ± 0.000.10 ± 0.000.09 ± 0.000.09 ± 0.000.11 ± 0.000.11 ± 0.000.11 ± 0.000.09 ± 0.000.09 ± 0.000.13 ± 0.00
Ilpd-indian-liver0.43 ± 0.010.65 ± 0.040.47 ± 0.030.59 ± 0.050.54 ± 0.010.54 ± 0.020.54 ± 0.020.42 ± 0.010.42 ± 0.010.58 ± 0.03
Image-segmentation0.23 ± 0.010.24 ± 0.030.16 ± 0.080.19 ± 0.040.19 ± 0.020.19 ± 0.040.19 ± 0.040.14 ± 0.030.15 ± 0.030.34 ± 0.04
Immunotherapy0.38 ± 0.020.40 ± 0.080.37 ± 0.130.50 ± 0.210.46 ± 0.040.46 ± 0.040.46 ± 0.040.37 ± 0.100.39 ± 0.110.37 ± 0.16
Impensdata0.30 ± 0.010.26 ± 0.030.36 ± 0.000.33 ± 0.030.40 ± 0.000.40 ± 0.000.40 ± 0.000.29 ± 0.030.31 ± 0.040.39 ± 0.03
In-vehicle-coupon-recommendation0.48 ± 0.000.47 ± 0.010.46 ± 0.010.56 ± 0.010.56 ± 0.010.55 ± 0.010.55 ± 0.010.52 ± 0.010.51 ± 0.010.63 ± 0.01
Indian0.43 ± 0.010.65 ± 0.040.48 ± 0.040.60 ± 0.060.53 ± 0.020.53 ± 0.010.53 ± 0.010.43 ± 0.020.43 ± 0.020.58 ± 0.03
Ionosphere0.30 ± 0.020.39 ± 0.060.28 ± 0.060.36 ± 0.070.23 ± 0.050.21 ± 0.090.19 ± 0.090.29 ± 0.030.28 ± 0.050.42 ± 0.11
Iris0.28 ± 0.040.14 ± 0.080.11 ± 0.120.13 ± 0.130.11 ± 0.110.11 ± 0.120.11 ± 0.110.10 ± 0.090.10 ± 0.090.19 ± 0.14
Jain0.20 ± 0.060.18 ± 0.060.02 ± 0.070.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.18 ± 0.050.18 ± 0.050.19 ± 0.11
Jsbach-chorals-harmony0.26 ± 0.000.16 ± 0.010.17 ± 0.010.14 ± 0.010.19 ± 0.020.18 ± 0.010.17 ± 0.020.15 ± 0.020.16 ± 0.030.20 ± 0.02
Knowledge0.36 ± 0.020.25 ± 0.070.15 ± 0.100.34 ± 0.060.27 ± 0.090.20 ± 0.130.16 ± 0.130.17 ± 0.080.17 ± 0.070.29 ± 0.08
Lasvegastripadvisorreviews0.35 ± 0.000.39 ± 0.010.42 ± 0.010.49 ± 0.010.50 ± 0.010.50 ± 0.010.50 ± 0.010.45 ± 0.010.45 ± 0.020.49 ± 0.01
Leaf0.15 ± 0.000.12 ± 0.020.15 ± 0.020.24 ± 0.000.24 ± 0.010.22 ± 0.010.22 ± 0.010.15 ± 0.010.16 ± 0.010.23 ± 0.01
Led-display0.26 ± 0.000.20 ± 0.010.21 ± 0.010.21 ± 0.010.24 ± 0.020.24 ± 0.020.24 ± 0.020.20 ± 0.010.21 ± 0.010.40 ± 0.00
Lenses0.33 ± 0.100.42 ± 0.120.23 ± 0.260.19 ± 0.180.24 ± 0.310.21 ± 0.270.21 ± 0.270.29 ± 0.240.31 ± 0.250.39 ± 0.29
Letter0.17 ± 0.000.14 ± 0.000.09 ± 0.000.06 ± 0.000.06 ± 0.000.06 ± 0.000.05 ± 0.000.11 ± 0.000.11 ± 0.000.25 ± 0.00
Libras0.21 ± 0.010.21 ± 0.030.19 ± 0.030.13 ± 0.030.16 ± 0.020.14 ± 0.020.13 ± 0.020.15 ± 0.020.14 ± 0.020.32 ± 0.01
Low-res-spect0.21 ± 0.000.21 ± 0.020.19 ± 0.020.19 ± 0.020.15 ± 0.020.15 ± 0.020.14 ± 0.020.12 ± 0.020.13 ± 0.020.24 ± 0.02
Lung-cancer0.44 ± 0.020.45 ± 0.140.55 ± 0.140.48 ± 0.270.52 ± 0.200.49 ± 0.200.53 ± 0.210.54 ± 0.110.54 ± 0.120.58 ± 0.10
Lymphography0.32 ± 0.010.26 ± 0.060.33 ± 0.070.32 ± 0.130.24 ± 0.110.26 ± 0.080.28 ± 0.070.27 ± 0.060.27 ± 0.070.34 ± 0.06
Magic0.40 ± 0.010.49 ± 0.020.38 ± 0.020.45 ± 0.030.39 ± 0.030.39 ± 0.020.39 ± 0.020.34 ± 0.030.36 ± 0.030.53 ± 0.04
Mammographic0.40 ± 0.010.41 ± 0.040.36 ± 0.020.47 ± 0.050.41 ± 0.030.42 ± 0.030.42 ± 0.030.37 ± 0.020.38 ± 0.030.43 ± 0.01
Miniboone0.36 ± 0.010.84 ± 0.010.36 ± 0.030.40 ± 0.020.39 ± 0.030.38 ± 0.030.37 ± 0.030.34 ± 0.020.34 ± 0.020.43 ± 0.02
Molec-biol-promoter0.45 ± 0.020.27 ± 0.140.48 ± 0.100.51 ± 0.120.40 ± 0.140.36 ± 0.170.36 ± 0.170.42 ± 0.100.43 ± 0.100.54 ± 0.10
Molec-biol-splice0.44 ± 0.000.20 ± 0.020.21 ± 0.030.50 ± 0.010.29 ± 0.020.29 ± 0.020.30 ± 0.010.29 ± 0.020.30 ± 0.020.49 ± 0.02
Monks-10.40 ± 0.030.43 ± 0.080.09 ± 0.130.54 ± 0.100.39 ± 0.220.36 ± 0.210.38 ± 0.160.22 ± 0.220.18 ± 0.240.51 ± 0.10
Monks-20.49 ± 0.020.50 ± 0.030.44 ± 0.100.61 ± 0.090.65 ± 0.060.62 ± 0.110.59 ± 0.100.45 ± 0.100.44 ± 0.070.64 ± 0.04
Monks-30.39 ± 0.040.32 ± 0.060.20 ± 0.160.47 ± 0.150.26 ± 0.190.29 ± 0.170.29 ± 0.170.32 ± 0.160.28 ± 0.120.47 ± 0.04
Mushroom0.34 ± 0.010.32 ± 0.020.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.12 ± 0.02
Musk-10.41 ± 0.010.49 ± 0.070.37 ± 0.090.38 ± 0.060.30 ± 0.080.27 ± 0.060.24 ± 0.060.21 ± 0.050.21 ± 0.050.61 ± 0.07
Musk-20.29 ± 0.010.37 ± 0.020.20 ± 0.030.19 ± 0.020.20 ± 0.030.16 ± 0.030.14 ± 0.030.10 ± 0.040.10 ± 0.040.32 ± 0.02
Newdiagnosis0.25 ± 0.020.15 ± 0.040.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.01 ± 0.000.01 ± 0.000.47 ± 0.08
Nursery0.33 ± 0.000.19 ± 0.010.04 ± 0.010.18 ± 0.010.08 ± 0.010.07 ± 0.010.07 ± 0.010.10 ± 0.020.12 ± 0.020.34 ± 0.01
Obesitydataset-raw-and-data-sinthetic0.28 ± 0.000.25 ± 0.010.13 ± 0.020.23 ± 0.020.17 ± 0.020.15 ± 0.020.15 ± 0.020.12 ± 0.030.12 ± 0.010.31 ± 0.02
Obs-network-dataset-2-aug270.21 ± 0.010.36 ± 0.030.01 ± 0.030.06 ± 0.030.11 ± 0.020.11 ± 0.020.11 ± 0.020.11 ± 0.030.09 ± 0.030.21 ± 0.03
Occupancy-data0.17 ± 0.020.20 ± 0.020.11 ± 0.030.09 ± 0.030.44 ± 0.020.42 ± 0.030.42 ± 0.030.13 ± 0.030.12 ± 0.030.11 ± 0.03
Occupancy-data20.14 ± 0.010.19 ± 0.010.07 ± 0.010.07 ± 0.010.41 ± 0.010.38 ± 0.010.38 ± 0.010.07 ± 0.010.07 ± 0.010.08 ± 0.01
Occupancy-data30.12 ± 0.010.14 ± 0.020.07 ± 0.010.07 ± 0.020.41 ± 0.010.39 ± 0.010.39 ± 0.010.09 ± 0.010.09 ± 0.010.08 ± 0.01
Old0.42 ± 0.000.21 ± 0.020.20 ± 0.030.13 ± 0.030.22 ± 0.020.22 ± 0.030.21 ± 0.030.15 ± 0.030.15 ± 0.030.34 ± 0.02
Online-shoppers-intention0.34 ± 0.000.39 ± 0.010.30 ± 0.010.43 ± 0.010.39 ± 0.000.39 ± 0.000.40 ± 0.000.28 ± 0.010.29 ± 0.020.34 ± 0.01
Oocytes-merluccius-nucleus-4d0.43 ± 0.010.59 ± 0.040.44 ± 0.020.53 ± 0.040.48 ± 0.030.44 ± 0.030.43 ± 0.040.38 ± 0.030.39 ± 0.040.57 ± 0.04
Oocytes-merluccius-states-2f0.25 ± 0.020.31 ± 0.040.24 ± 0.040.24 ± 0.040.23 ± 0.040.23 ± 0.030.22 ± 0.030.21 ± 0.020.22 ± 0.030.34 ± 0.04
Oocytes-trisopterus-nucleus-2f0.46 ± 0.010.64 ± 0.040.49 ± 0.050.50 ± 0.060.43 ± 0.040.40 ± 0.040.41 ± 0.030.36 ± 0.040.39 ± 0.040.64 ± 0.05
Oocytes-trisopterus-states-5b0.29 ± 0.030.39 ± 0.030.26 ± 0.040.24 ± 0.050.23 ± 0.050.22 ± 0.040.22 ± 0.040.19 ± 0.040.19 ± 0.040.36 ± 0.03
Optdigits0.27 ± 0.000.13 ± 0.010.13 ± 0.010.05 ± 0.010.23 ± 0.010.22 ± 0.010.22 ± 0.010.05 ± 0.010.05 ± 0.010.38 ± 0.00
Optical0.27 ± 0.000.12 ± 0.010.14 ± 0.010.05 ± 0.010.05 ± 0.010.05 ± 0.010.05 ± 0.010.05 ± 0.010.06 ± 0.010.38 ± 0.00
Ozone0.17 ± 0.010.53 ± 0.030.20 ± 0.010.22 ± 0.020.17 ± 0.010.17 ± 0.010.17 ± 0.010.18 ± 0.020.17 ± 0.020.18 ± 0.01
Page-blocks0.14 ± 0.010.19 ± 0.010.11 ± 0.010.13 ± 0.010.12 ± 0.010.12 ± 0.010.12 ± 0.010.11 ± 0.010.11 ± 0.010.16 ± 0.01
Parkingbirmingham0.09 ± 0.010.10 ± 0.000.00 ± 0.000.04 ± 0.010.17 ± 0.010.16 ± 0.010.16 ± 0.010.08 ± 0.000.08 ± 0.000.00 ± 0.00
Parkinsons0.34 ± 0.030.54 ± 0.110.42 ± 0.050.16 ± 0.110.34 ± 0.090.29 ± 0.130.27 ± 0.120.28 ± 0.110.26 ± 0.140.36 ± 0.11
Pasture0.41 ± 0.040.34 ± 0.240.30 ± 0.230.33 ± 0.260.69 ± 0.020.69 ± 0.020.69 ± 0.020.30 ± 0.240.31 ± 0.250.43 ± 0.25
Pbc0.43 ± 0.020.43 ± 0.070.41 ± 0.070.63 ± 0.070.62 ± 0.010.62 ± 0.010.62 ± 0.010.50 ± 0.050.48 ± 0.030.52 ± 0.09
Pen0.22 ± 0.000.16 ± 0.010.08 ± 0.010.04 ± 0.000.42 ± 0.000.41 ± 0.000.41 ± 0.000.10 ± 0.010.10 ± 0.000.35 ± 0.00
Pendigits0.22 ± 0.000.15 ± 0.010.09 ± 0.010.03 ± 0.010.03 ± 0.010.02 ± 0.010.02 ± 0.010.09 ± 0.010.09 ± 0.010.35 ± 0.01
Pharynx0.43 ± 0.020.46 ± 0.030.42 ± 0.010.59 ± 0.090.49 ± 0.080.51 ± 0.100.54 ± 0.090.49 ± 0.040.51 ± 0.130.85 ± 0.03
Phishingwebsites0.44 ± 0.000.23 ± 0.010.19 ± 0.010.14 ± 0.010.23 ± 0.010.22 ± 0.010.22 ± 0.010.16 ± 0.010.16 ± 0.010.33 ± 0.01
Pima0.43 ± 0.020.42 ± 0.040.44 ± 0.050.54 ± 0.040.49 ± 0.040.50 ± 0.040.50 ± 0.030.42 ± 0.030.42 ± 0.040.53 ± 0.05
Pittsburg-bridges-rel-l0.40 ± 0.030.40 ± 0.080.44 ± 0.080.40 ± 0.170.46 ± 0.100.45 ± 0.100.42 ± 0.100.45 ± 0.090.43 ± 0.090.43 ± 0.09
Pittsburg-bridges-span0.41 ± 0.020.38 ± 0.070.43 ± 0.070.51 ± 0.110.47 ± 0.100.48 ± 0.120.48 ± 0.120.41 ± 0.050.41 ± 0.070.54 ± 0.08
Pittsburg-bridges-t-or-d0.33 ± 0.060.30 ± 0.100.37 ± 0.130.37 ± 0.170.34 ± 0.140.30 ± 0.170.28 ± 0.160.29 ± 0.210.31 ± 0.220.34 ± 0.19
Pittsburg-bridges-type0.33 ± 0.020.32 ± 0.040.33 ± 0.040.36 ± 0.060.39 ± 0.050.35 ± 0.080.35 ± 0.070.32 ± 0.070.34 ± 0.070.38 ± 0.02
Pittsburg-bridgesmaterial0.30 ± 0.030.30 ± 0.070.25 ± 0.080.30 ± 0.130.30 ± 0.070.31 ± 0.060.30 ± 0.130.30 ± 0.080.32 ± 0.080.29 ± 0.05
Planning0.45 ± 0.010.49 ± 0.040.45 ± 0.010.58 ± 0.080.53 ± 0.010.54 ± 0.050.58 ± 0.060.56 ± 0.060.60 ± 0.080.61 ± 0.07
Plant-margin0.09 ± 0.000.05 ± 0.000.10 ± 0.000.07 ± 0.000.06 ± 0.000.06 ± 0.010.05 ± 0.010.05 ± 0.000.05 ± 0.000.14 ± 0.00
Plant-shape0.09 ± 0.000.09 ± 0.000.10 ± 0.000.08 ± 0.000.10 ± 0.000.09 ± 0.000.09 ± 0.000.07 ± 0.000.07 ± 0.000.14 ± 0.00
Plant-texture0.10 ± 0.000.07 ± 0.000.09 ± 0.000.06 ± 0.000.06 ± 0.000.05 ± 0.000.05 ± 0.000.05 ± 0.000.05 ± 0.000.14 ± 0.00
Poker-hand-training-true0.24 ± 0.000.24 ± 0.000.27 ± 0.010.32 ± 0.000.29 ± 0.000.29 ± 0.000.30 ± 0.000.24 ± 0.000.24 ± 0.000.32 ± 0.00
Post-operative0.38 ± 0.030.41 ± 0.040.38 ± 0.030.51 ± 0.060.44 ± 0.040.45 ± 0.050.47 ± 0.070.45 ± 0.080.48 ± 0.080.45 ± 0.05
Primary-tumor0.23 ± 0.000.22 ± 0.020.24 ± 0.010.28 ± 0.020.27 ± 0.030.27 ± 0.030.27 ± 0.030.25 ± 0.020.25 ± 0.020.31 ± 0.01
Qsarbioconcentration0.43 ± 0.000.44 ± 0.010.45 ± 0.040.62 ± 0.050.50 ± 0.010.52 ± 0.010.54 ± 0.030.47 ± 0.030.48 ± 0.020.52 ± 0.03
Qsarbiodegradation0.42 ± 0.010.47 ± 0.030.38 ± 0.030.40 ± 0.030.37 ± 0.030.37 ± 0.030.38 ± 0.030.33 ± 0.020.33 ± 0.030.48 ± 0.04
Qualitative-bankruptcy0.16 ± 0.020.03 ± 0.050.09 ± 0.110.01 ± 0.010.05 ± 0.100.05 ± 0.100.02 ± 0.060.02 ± 0.060.02 ± 0.060.07 ± 0.11
Ringnorm0.37 ± 0.010.10 ± 0.010.28 ± 0.000.50 ± 0.020.12 ± 0.020.12 ± 0.020.13 ± 0.020.27 ± 0.020.27 ± 0.010.60 ± 0.01
Risk-factors-cervical-cancer0.23 ± 0.010.31 ± 0.030.19 ± 0.040.23 ± 0.040.25 ± 0.010.26 ± 0.020.24 ± 0.030.20 ± 0.040.21 ± 0.040.19 ± 0.05
Robotnavigation0.22 ± 0.010.44 ± 0.010.04 ± 0.010.24 ± 0.010.22 ± 0.010.21 ± 0.010.20 ± 0.010.23 ± 0.020.22 ± 0.020.35 ± 0.01
Sapfile0.45 ± 0.010.46 ± 0.050.54 ± 0.070.60 ± 0.040.58 ± 0.050.58 ± 0.040.58 ± 0.050.54 ± 0.050.54 ± 0.070.62 ± 0.06
Sat0.22 ± 0.000.26 ± 0.010.21 ± 0.010.18 ± 0.010.50 ± 0.000.49 ± 0.000.49 ± 0.000.17 ± 0.010.18 ± 0.010.37 ± 0.01
Satelite0.22 ± 0.000.26 ± 0.010.21 ± 0.010.18 ± 0.010.50 ± 0.000.49 ± 0.000.49 ± 0.000.17 ± 0.000.18 ± 0.010.37 ± 0.01
Scadi0.28 ± 0.010.20 ± 0.080.20 ± 0.080.21 ± 0.090.26 ± 0.050.23 ± 0.100.20 ± 0.120.22 ± 0.060.22 ± 0.070.34 ± 0.04
Schillingdata0.29 ± 0.000.21 ± 0.010.34 ± 0.000.31 ± 0.010.36 ± 0.000.33 ± 0.020.29 ± 0.010.24 ± 0.030.29 ± 0.040.37 ± 0.01
Seeds0.28 ± 0.030.21 ± 0.090.21 ± 0.100.19 ± 0.030.18 ± 0.100.18 ± 0.100.18 ± 0.100.14 ± 0.050.14 ± 0.050.33 ± 0.09
Segment0.21 ± 0.000.23 ± 0.010.09 ± 0.020.09 ± 0.010.31 ± 0.010.31 ± 0.010.31 ± 0.010.10 ± 0.010.09 ± 0.010.32 ± 0.01
Seismic-bumps0.25 ± 0.000.34 ± 0.020.25 ± 0.000.32 ± 0.020.26 ± 0.000.26 ± 0.000.26 ± 0.000.25 ± 0.010.26 ± 0.010.27 ± 0.01
Semeion0.29 ± 0.000.16 ± 0.020.21 ± 0.010.13 ± 0.010.09 ± 0.010.09 ± 0.010.09 ± 0.010.11 ± 0.010.11 ± 0.010.40 ± 0.00
Setapprocesst10.44 ± 0.030.61 ± 0.190.56 ± 0.140.57 ± 0.090.60 ± 0.070.55 ± 0.100.57 ± 0.090.54 ± 0.210.54 ± 0.210.45 ± 0.28
Setapprocesst100.47 ± 0.030.73 ± 0.100.62 ± 0.110.60 ± 0.150.58 ± 0.050.58 ± 0.050.58 ± 0.050.63 ± 0.200.63 ± 0.170.61 ± 0.07
Setapprocesst110.47 ± 0.030.63 ± 0.190.55 ± 0.160.63 ± 0.120.58 ± 0.050.58 ± 0.050.58 ± 0.050.57 ± 0.120.54 ± 0.130.65 ± 0.08
Setapprocesst20.47 ± 0.030.54 ± 0.140.43 ± 0.240.56 ± 0.230.58 ± 0.050.58 ± 0.050.58 ± 0.050.56 ± 0.150.54 ± 0.160.37 ± 0.23
Setapprocesst30.47 ± 0.020.58 ± 0.110.60 ± 0.140.56 ± 0.120.58 ± 0.050.58 ± 0.050.58 ± 0.050.55 ± 0.110.56 ± 0.080.68 ± 0.12
Setapprocesst40.46 ± 0.030.66 ± 0.210.64 ± 0.110.60 ± 0.160.53 ± 0.070.53 ± 0.070.53 ± 0.070.61 ± 0.170.62 ± 0.130.51 ± 0.11
Setapprocesst50.46 ± 0.030.71 ± 0.120.64 ± 0.160.61 ± 0.140.59 ± 0.060.60 ± 0.070.60 ± 0.070.58 ± 0.110.57 ± 0.100.53 ± 0.25
Setapprocesst60.46 ± 0.010.54 ± 0.150.55 ± 0.110.58 ± 0.120.58 ± 0.050.58 ± 0.050.58 ± 0.050.55 ± 0.180.56 ± 0.160.61 ± 0.16
Setapprocesst70.47 ± 0.030.47 ± 0.170.56 ± 0.230.58 ± 0.130.58 ± 0.050.58 ± 0.050.58 ± 0.050.46 ± 0.200.47 ± 0.200.68 ± 0.11
Setapprocesst80.46 ± 0.030.54 ± 0.130.49 ± 0.150.57 ± 0.200.58 ± 0.050.58 ± 0.050.58 ± 0.050.52 ± 0.200.51 ± 0.210.71 ± 0.08
Setapprocesst90.47 ± 0.020.56 ± 0.140.52 ± 0.150.63 ± 0.070.58 ± 0.050.58 ± 0.050.58 ± 0.050.46 ± 0.210.52 ± 0.210.69 ± 0.12
Shillbiddingdataset0.21 ± 0.000.17 ± 0.010.06 ± 0.010.09 ± 0.020.07 ± 0.010.06 ± 0.020.06 ± 0.020.05 ± 0.010.05 ± 0.020.16 ± 0.02
Shuttle-landing-control0.19 ± 0.220.27 ± 0.320.14 ± 0.200.16 ± 0.230.07 ± 0.220.07 ± 0.220.07 ± 0.220.19 ± 0.310.19 ± 0.320.17 ± 0.37
Somervillehappinesssurvey20150.49 ± 0.030.52 ± 0.060.48 ± 0.100.56 ± 0.110.63 ± 0.080.64 ± 0.080.64 ± 0.090.59 ± 0.090.59 ± 0.100.57 ± 0.13
Sonar0.46 ± 0.010.53 ± 0.070.52 ± 0.060.35 ± 0.100.58 ± 0.050.54 ± 0.080.51 ± 0.090.37 ± 0.150.37 ± 0.150.61 ± 0.09
Soybean0.20 ± 0.000.08 ± 0.040.11 ± 0.020.11 ± 0.020.10 ± 0.030.09 ± 0.030.09 ± 0.030.09 ± 0.030.09 ± 0.020.28 ± 0.00
Spambase0.42 ± 0.000.45 ± 0.020.26 ± 0.020.30 ± 0.020.26 ± 0.020.25 ± 0.020.26 ± 0.020.26 ± 0.020.29 ± 0.070.46 ± 0.02
Speaker-accent0.31 ± 0.010.32 ± 0.040.30 ± 0.050.25 ± 0.060.37 ± 0.020.35 ± 0.020.35 ± 0.020.23 ± 0.030.25 ± 0.040.41 ± 0.02
Spect0.45 ± 0.040.48 ± 0.180.48 ± 0.100.63 ± 0.110.59 ± 0.100.59 ± 0.110.60 ± 0.080.60 ± 0.140.60 ± 0.150.52 ± 0.10
Spectf0.47 ± 0.020.46 ± 0.140.49 ± 0.120.54 ± 0.150.57 ± 0.060.57 ± 0.060.45 ± 0.190.48 ± 0.190.48 ± 0.140.53 ± 0.08
Statlog-australian-credit0.46 ± 0.000.50 ± 0.030.51 ± 0.060.66 ± 0.020.57 ± 0.020.60 ± 0.050.60 ± 0.050.53 ± 0.030.54 ± 0.030.59 ± 0.05
Statlog-german-credit0.45 ± 0.000.42 ± 0.040.47 ± 0.050.57 ± 0.030.49 ± 0.040.47 ± 0.040.47 ± 0.050.51 ± 0.030.50 ± 0.030.54 ± 0.02
Statlog-heart0.41 ± 0.020.36 ± 0.070.45 ± 0.090.48 ± 0.110.41 ± 0.060.44 ± 0.100.44 ± 0.110.43 ± 0.060.41 ± 0.090.53 ± 0.06
Statlog-image0.20 ± 0.000.23 ± 0.010.09 ± 0.020.09 ± 0.010.13 ± 0.010.12 ± 0.010.11 ± 0.010.09 ± 0.010.09 ± 0.020.32 ± 0.01
Statlog-landsat0.22 ± 0.000.26 ± 0.010.21 ± 0.010.18 ± 0.020.19 ± 0.010.18 ± 0.010.18 ± 0.020.18 ± 0.010.18 ± 0.020.36 ± 0.01
Statlog-shuttle0.17 ± 0.000.13 ± 0.010.01 ± 0.010.01 ± 0.010.03 ± 0.000.02 ± 0.000.02 ± 0.000.03 ± 0.000.03 ± 0.000.12 ± 0.00
Statlog-vehicle0.36 ± 0.010.46 ± 0.010.33 ± 0.030.39 ± 0.030.34 ± 0.030.31 ± 0.020.31 ± 0.020.26 ± 0.020.27 ± 0.030.49 ± 0.03
Steel-plates0.27 ± 0.000.32 ± 0.010.25 ± 0.020.28 ± 0.010.26 ± 0.020.26 ± 0.010.26 ± 0.020.25 ± 0.010.26 ± 0.020.38 ± 0.01
Synthetic-control0.27 ± 0.010.13 ± 0.040.16 ± 0.030.10 ± 0.040.03 ± 0.040.02 ± 0.040.02 ± 0.040.04 ± 0.020.04 ± 0.020.38 ± 0.02
Teaching0.45 ± 0.020.45 ± 0.030.46 ± 0.060.48 ± 0.080.53 ± 0.090.50 ± 0.080.50 ± 0.080.45 ± 0.040.46 ± 0.030.60 ± 0.06
Thoraricsurgery0.35 ± 0.000.39 ± 0.070.37 ± 0.020.47 ± 0.060.39 ± 0.000.39 ± 0.010.39 ± 0.010.42 ± 0.050.41 ± 0.060.41 ± 0.02
Thyroid0.27 ± 0.050.10 ± 0.090.19 ± 0.110.11 ± 0.090.40 ± 0.040.39 ± 0.040.39 ± 0.040.12 ± 0.080.12 ± 0.080.21 ± 0.14
Thyroid-train0.20 ± 0.000.15 ± 0.020.03 ± 0.030.23 ± 0.020.18 ± 0.010.17 ± 0.010.16 ± 0.010.13 ± 0.030.15 ± 0.020.15 ± 0.02
Tic-tac-toe0.46 ± 0.000.43 ± 0.010.23 ± 0.040.00 ± 0.000.09 ± 0.070.06 ± 0.070.02 ± 0.050.14 ± 0.030.13 ± 0.050.55 ± 0.02
Titanic0.41 ± 0.010.42 ± 0.020.40 ± 0.020.39 ± 0.010.46 ± 0.020.46 ± 0.020.46 ± 0.020.40 ± 0.020.41 ± 0.020.47 ± 0.02
Trains0.46 ± 0.080.40 ± 0.520.28 ± 0.460.42 ± 0.420.40 ± 0.520.30 ± 0.480.30 ± 0.480.28 ± 0.370.27 ± 0.371.00 ± 0.00
Transfusion0.42 ± 0.010.43 ± 0.020.40 ± 0.020.53 ± 0.040.50 ± 0.030.52 ± 0.030.53 ± 0.030.39 ± 0.010.39 ± 0.010.49 ± 0.02
Trial0.34 ± 0.010.30 ± 0.060.00 ± 0.000.02 ± 0.050.07 ± 0.060.06 ± 0.060.06 ± 0.060.06 ± 0.060.05 ± 0.060.00 ± 0.00
Turkiye-student-evaluation0.40 ± 0.000.28 ± 0.020.01 ± 0.010.25 ± 0.020.17 ± 0.010.16 ± 0.010.16 ± 0.010.00 ± 0.000.00 ± 0.000.01 ± 0.01
Unbalanced0.12 ± 0.020.27 ± 0.060.12 ± 0.020.14 ± 0.060.12 ± 0.020.13 ± 0.020.13 ± 0.030.13 ± 0.020.13 ± 0.020.12 ± 0.02
Urbanlandcover0.26 ± 0.010.21 ± 0.050.21 ± 0.040.22 ± 0.060.43 ± 0.010.43 ± 0.010.43 ± 0.010.19 ± 0.060.19 ± 0.060.33 ± 0.05
Userknowledgemodeling0.36 ± 0.020.23 ± 0.050.15 ± 0.060.30 ± 0.090.33 ± 0.050.27 ± 0.040.27 ± 0.040.17 ± 0.050.15 ± 0.070.26 ± 0.08
Vehicle0.35 ± 0.010.46 ± 0.020.33 ± 0.030.39 ± 0.030.59 ± 0.010.59 ± 0.010.59 ± 0.010.26 ± 0.020.27 ± 0.030.49 ± 0.03
Vertebral-column-2classes0.40 ± 0.040.42 ± 0.090.37 ± 0.070.42 ± 0.060.37 ± 0.080.38 ± 0.090.38 ± 0.080.32 ± 0.060.32 ± 0.060.51 ± 0.08
Vertebral-column-3classes0.36 ± 0.020.28 ± 0.040.31 ± 0.040.37 ± 0.040.32 ± 0.060.31 ± 0.070.32 ± 0.060.26 ± 0.040.26 ± 0.040.40 ± 0.06
Veteran0.43 ± 0.010.46 ± 0.070.45 ± 0.060.62 ± 0.070.54 ± 0.010.54 ± 0.010.54 ± 0.010.54 ± 0.120.51 ± 0.120.51 ± 0.08
Vowel0.24 ± 0.000.21 ± 0.010.17 ± 0.020.03 ± 0.030.16 ± 0.010.13 ± 0.010.11 ± 0.020.11 ± 0.020.10 ± 0.020.35 ± 0.01
Wall-following0.23 ± 0.010.44 ± 0.010.04 ± 0.020.24 ± 0.010.23 ± 0.020.22 ± 0.020.21 ± 0.020.23 ± 0.010.23 ± 0.020.35 ± 0.01
Waveform-noise0.41 ± 0.000.34 ± 0.010.39 ± 0.010.42 ± 0.010.30 ± 0.020.31 ± 0.010.32 ± 0.020.31 ± 0.020.32 ± 0.020.56 ± 0.02
Waveform0.39 ± 0.000.33 ± 0.010.38 ± 0.010.39 ± 0.020.30 ± 0.020.31 ± 0.010.31 ± 0.020.30 ± 0.010.32 ± 0.010.56 ± 0.01
Wbc0.18 ± 0.030.14 ± 0.060.23 ± 0.020.18 ± 0.060.13 ± 0.080.13 ± 0.080.12 ± 0.090.19 ± 0.040.18 ± 0.050.30 ± 0.05
Wdbc0.28 ± 0.020.24 ± 0.110.24 ± 0.100.20 ± 0.050.61 ± 0.010.61 ± 0.010.61 ± 0.010.16 ± 0.050.17 ± 0.070.32 ± 0.05
Weathernominal0.49 ± 0.160.44 ± 0.170.42 ± 0.370.52 ± 0.250.38 ± 0.410.48 ± 0.430.31 ± 0.410.31 ± 0.400.31 ± 0.410.61 ± 0.44
Weathernumeric0.57 ± 0.150.49 ± 0.200.27 ± 0.360.27 ± 0.340.38 ± 0.410.54 ± 0.480.54 ± 0.480.31 ± 0.410.31 ± 0.410.61 ± 0.44
Website-phishingdata0.35 ± 0.000.28 ± 0.020.22 ± 0.020.25 ± 0.020.31 ± 0.010.30 ± 0.010.29 ± 0.020.25 ± 0.020.25 ± 0.030.35 ± 0.02
Wholesalecustomersdata0.29 ± 0.020.30 ± 0.050.29 ± 0.040.34 ± 0.070.57 ± 0.010.57 ± 0.010.57 ± 0.010.25 ± 0.050.26 ± 0.050.30 ± 0.06
Wifi-localization0.26 ± 0.010.09 ± 0.020.11 ± 0.010.09 ± 0.020.32 ± 0.020.31 ± 0.020.31 ± 0.020.09 ± 0.010.09 ± 0.010.32 ± 0.03
Wilt0.22 ± 0.000.27 ± 0.010.13 ± 0.020.23 ± 0.010.23 ± 0.000.23 ± 0.000.23 ± 0.000.12 ± 0.030.12 ± 0.020.24 ± 0.00
Wine-quality-red0.29 ± 0.010.32 ± 0.010.33 ± 0.010.34 ± 0.010.35 ± 0.010.35 ± 0.010.35 ± 0.010.30 ± 0.010.30 ± 0.010.39 ± 0.01
Wine-quality-white0.29 ± 0.000.32 ± 0.000.32 ± 0.010.31 ± 0.010.35 ± 0.010.35 ± 0.010.35 ± 0.010.29 ± 0.000.29 ± 0.000.39 ± 0.01
Wine0.27 ± 0.020.09 ± 0.100.17 ± 0.110.15 ± 0.100.04 ± 0.080.06 ± 0.090.06 ± 0.090.09 ± 0.080.09 ± 0.080.38 ± 0.08
Yamilnaduelectricty0.21 ± 0.000.22 ± 0.000.25 ± 0.000.28 ± 0.000.31 ± 0.000.31 ± 0.000.31 ± 0.000.22 ± 0.000.22 ± 0.000.30 ± 0.00
Yeast0.26 ± 0.000.24 ± 0.010.27 ± 0.010.31 ± 0.010.28 ± 0.010.28 ± 0.010.28 ± 0.020.24 ± 0.010.24 ± 0.010.35 ± 0.01
Youtobe-kabita-preprocessing0.33 ± 0.000.37 ± 0.000.35 ± 0.010.40 ± 0.000.42 ± 0.010.43 ± 0.010.43 ± 0.010.33 ± 0.000.33 ± 0.000.44 ± 0.01
Youtobe-nisha-preprocessing0.33 ± 0.000.36 ± 0.000.35 ± 0.010.39 ± 0.010.41 ± 0.010.42 ± 0.010.42 ± 0.010.33 ± 0.000.33 ± 0.000.44 ± 0.00
Z-alizadehsani0.43 ± 0.010.39 ± 0.070.43 ± 0.090.46 ± 0.070.54 ± 0.010.54 ± 0.010.54 ± 0.010.37 ± 0.090.39 ± 0.070.54 ± 0.05
Zoo0.23 ± 0.020.06 ± 0.090.10 ± 0.100.06 ± 0.070.08 ± 0.110.08 ± 0.110.08 ± 0.110.07 ± 0.070.07 ± 0.070.27 ± 0.06
Average rmse (rank)0.3321 (5)0.3377 (6)0.2832 (2)0.3247 (4)0.3630 (9)0.3562 (8)0.3518 (7)0.2817 (1)0.2841 (3)0.3928 (10)
Average rmse std (rank)0.0152 (1)0.0496 (4)0.0531 (7)0.0570 (9)0.0442 (2)0.0478 (3)0.0497 (5)0.0554 (8)0.0573 (10)0.0513 (6)