Research Article

Recall Network: A Simple Brain-Inspired Algorithm for Classification

Table 9

The detailed experimental results on mean absolute error and standard deviation.

DatasetRNNBJ48KNNSVM1SVM2SVM3ANN1ANN2OneR

Abalone0.34 ± 0.010.29 ± 0.010.29 ± 0.010.28 ± 0.020.22 ± 0.020.22 ± 0.020.22 ± 0.010.29 ± 0.010.29 ± 0.010.26 ± 0.01
Absenteeism-at-work0.31 ± 0.010.16 ± 0.030.00 ± 0.010.16 ± 0.030.15 ± 0.030.15 ± 0.030.15 ± 0.030.04 ± 0.010.04 ± 0.020.05 ± 0.02
Acute-inflammation0.23 ± 0.020.10 ± 0.030.00 ± 0.000.01 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.01 ± 0.000.00 ± 0.000.21 ± 0.08
Acute-nephritis0.21 ± 0.010.05 ± 0.050.00 ± 0.000.01 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.01 ± 0.000.00 ± 0.000.08 ± 0.08
Adult0.34 ± 0.000.20 ± 0.020.22 ± 0.030.22 ± 0.040.17 ± 0.040.17 ± 0.040.17 ± 0.040.21 ± 0.030.21 ± 0.030.20 ± 0.01
Aggregation0.04 ± 0.010.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.02 ± 0.000.01 ± 0.010.12 ± 0.01
Algerianforest0.30 ± 0.020.06 ± 0.050.05 ± 0.040.12 ± 0.070.41 ± 0.020.38 ± 0.040.38 ± 0.040.04 ± 0.030.04 ± 0.040.03 ± 0.05
Annealing0.15 ± 0.000.12 ± 0.010.02 ± 0.010.04 ± 0.010.04 ± 0.010.03 ± 0.010.03 ± 0.010.04 ± 0.010.04 ± 0.010.07 ± 0.00
Arrhythmia0.10 ± 0.000.06 ± 0.010.06 ± 0.010.07 ± 0.000.06 ± 0.000.05 ± 0.010.05 ± 0.010.05 ± 0.010.07 ± 0.020.06 ± 0.00
Au1-10000.38 ± 0.000.36 ± 0.010.30 ± 0.030.32 ± 0.040.26 ± 0.000.26 ± 0.000.26 ± 0.010.31 ± 0.040.29 ± 0.040.26 ± 0.00
Au4-25000.36 ± 0.000.32 ± 0.010.20 ± 0.030.24 ± 0.030.26 ± 0.020.26 ± 0.020.26 ± 0.020.24 ± 0.030.24 ± 0.030.31 ± 0.03
Au6-10000.21 ± 0.000.21 ± 0.000.20 ± 0.010.22 ± 0.010.19 ± 0.000.19 ± 0.000.19 ± 0.000.21 ± 0.010.22 ± 0.010.19 ± 0.01
Au6-250-drift-au6-cd1-5000.21 ± 0.000.21 ± 0.000.20 ± 0.010.21 ± 0.010.19 ± 0.000.19 ± 0.000.19 ± 0.000.21 ± 0.000.21 ± 0.010.19 ± 0.01
Au6-cd1-4000.21 ± 0.000.20 ± 0.010.16 ± 0.020.21 ± 0.020.18 ± 0.000.18 ± 0.000.18 ± 0.000.20 ± 0.010.20 ± 0.010.17 ± 0.02
Au7-300-drift-au7-cpd1-8000.31 ± 0.000.29 ± 0.000.26 ± 0.010.27 ± 0.020.29 ± 0.010.29 ± 0.010.29 ± 0.010.28 ± 0.010.28 ± 0.010.30 ± 0.01
Au7-7000.26 ± 0.000.24 ± 0.010.20 ± 0.010.26 ± 0.020.25 ± 0.010.25 ± 0.010.25 ± 0.010.24 ± 0.010.24 ± 0.010.22 ± 0.02
Au7-cpd1-5000.30 ± 0.000.28 ± 0.010.21 ± 0.020.25 ± 0.020.25 ± 0.000.25 ± 0.010.25 ± 0.010.25 ± 0.020.25 ± 0.020.24 ± 0.02
Audiology-std0.09 ± 0.000.03 ± 0.010.03 ± 0.010.04 ± 0.010.04 ± 0.010.04 ± 0.010.03 ± 0.010.02 ± 0.010.03 ± 0.010.06 ± 0.00
Audit-risk0.28 ± 0.010.05 ± 0.020.00 ± 0.000.02 ± 0.010.02 ± 0.010.01 ± 0.010.01 ± 0.010.04 ± 0.020.04 ± 0.020.00 ± 0.00
Autism-adolescent-data0.37 ± 0.030.04 ± 0.030.00 ± 0.000.10 ± 0.060.04 ± 0.050.05 ± 0.050.04 ± 0.050.10 ± 0.090.10 ± 0.090.00 ± 0.00
Autism-adult-data0.29 ± 0.010.03 ± 0.020.00 ± 0.000.05 ± 0.040.01 ± 0.010.00 ± 0.010.01 ± 0.010.00 ± 0.000.00 ± 0.000.00 ± 0.00
Autism-child-data0.40 ± 0.010.04 ± 0.020.00 ± 0.000.12 ± 0.040.00 ± 0.010.00 ± 0.000.00 ± 0.000.01 ± 0.010.01 ± 0.010.00 ± 0.00
Autos0.17 ± 0.010.13 ± 0.030.06 ± 0.020.07 ± 0.030.19 ± 0.010.18 ± 0.010.18 ± 0.010.07 ± 0.020.07 ± 0.010.11 ± 0.03
Avila0.07 ± 0.000.13 ± 0.000.01 ± 0.000.04 ± 0.000.05 ± 0.000.05 ± 0.000.05 ± 0.000.08 ± 0.000.08 ± 0.000.05 ± 0.00
Balance-scale0.28 ± 0.010.21 ± 0.010.19 ± 0.020.13 ± 0.030.06 ± 0.010.05 ± 0.010.04 ± 0.010.08 ± 0.010.08 ± 0.010.29 ± 0.03
Balloons0.41 ± 0.120.50 ± 0.030.46 ± 0.190.34 ± 0.120.30 ± 0.350.20 ± 0.350.20 ± 0.350.28 ± 0.230.27 ± 0.240.55 ± 0.37
Bank0.20 ± 0.000.18 ± 0.010.14 ± 0.010.14 ± 0.010.10 ± 0.010.10 ± 0.010.10 ± 0.010.13 ± 0.010.13 ± 0.020.11 ± 0.01
Blood0.35 ± 0.010.29 ± 0.020.30 ± 0.010.32 ± 0.040.22 ± 0.020.21 ± 0.020.22 ± 0.010.30 ± 0.020.30 ± 0.020.24 ± 0.02
Breast-cancer-wisc-diag0.25 ± 0.020.07 ± 0.040.07 ± 0.040.04 ± 0.020.02 ± 0.020.02 ± 0.020.02 ± 0.010.04 ± 0.020.04 ± 0.020.11 ± 0.04
Breast-cancer-wisc-prog0.36 ± 0.010.34 ± 0.090.29 ± 0.060.27 ± 0.090.21 ± 0.060.22 ± 0.090.22 ± 0.100.27 ± 0.090.27 ± 0.110.30 ± 0.08
Breast-cancer-wisc0.14 ± 0.020.04 ± 0.020.07 ± 0.030.05 ± 0.030.03 ± 0.020.03 ± 0.020.03 ± 0.020.06 ± 0.030.05 ± 0.020.07 ± 0.05
Breast-cancer0.39 ± 0.010.32 ± 0.040.37 ± 0.030.30 ± 0.080.26 ± 0.050.27 ± 0.050.28 ± 0.050.32 ± 0.060.33 ± 0.040.30 ± 0.05
Breast-tissue0.19 ± 0.020.11 ± 0.040.11 ± 0.050.11 ± 0.040.14 ± 0.050.11 ± 0.060.10 ± 0.060.14 ± 0.020.14 ± 0.030.15 ± 0.03
Bupa0.45 ± 0.010.46 ± 0.030.40 ± 0.080.38 ± 0.050.41 ± 0.020.41 ± 0.020.41 ± 0.020.37 ± 0.040.36 ± 0.040.46 ± 0.08
Caesarian0.43 ± 0.050.41 ± 0.100.46 ± 0.060.47 ± 0.140.45 ± 0.060.38 ± 0.120.41 ± 0.170.44 ± 0.180.44 ± 0.170.51 ± 0.18
Car0.22 ± 0.000.12 ± 0.010.01 ± 0.000.02 ± 0.010.01 ± 0.010.01 ± 0.010.01 ± 0.000.04 ± 0.010.04 ± 0.010.15 ± 0.00
Cardiotocography-10classes0.14 ± 0.000.06 ± 0.000.04 ± 0.000.04 ± 0.010.04 ± 0.000.04 ± 0.010.03 ± 0.000.04 ± 0.010.04 ± 0.000.10 ± 0.00
Cardiotocography-3classes0.22 ± 0.000.12 ± 0.020.06 ± 0.020.05 ± 0.010.06 ± 0.010.05 ± 0.010.05 ± 0.010.06 ± 0.010.06 ± 0.010.12 ± 0.02
Cervical-cancer0.34 ± 0.030.10 ± 0.070.16 ± 0.120.12 ± 0.110.29 ± 0.030.26 ± 0.070.26 ± 0.070.08 ± 0.080.07 ± 0.080.22 ± 0.09
Chemicalcomposionofceramic0.24 ± 0.020.00 ± 0.000.01 ± 0.040.01 ± 0.000.54 ± 0.020.54 ± 0.020.54 ± 0.020.01 ± 0.000.00 ± 0.000.00 ± 0.00
Chess-krvk0.10 ± 0.000.09 ± 0.000.06 ± 0.000.06 ± 0.000.06 ± 0.000.06 ± 0.000.06 ± 0.000.07 ± 0.000.07 ± 0.000.08 ± 0.00
Chess-krvkp0.47 ± 0.000.21 ± 0.020.01 ± 0.000.10 ± 0.010.01 ± 0.010.01 ± 0.010.01 ± 0.010.01 ± 0.010.01 ± 0.010.34 ± 0.01
Congressional-voting0.47 ± 0.000.45 ± 0.040.46 ± 0.030.45 ± 0.050.38 ± 0.040.39 ± 0.050.39 ± 0.060.43 ± 0.030.43 ± 0.030.37 ± 0.03
Conn-bench-sonar-mines-rocks0.45 ± 0.010.31 ± 0.090.29 ± 0.070.14 ± 0.070.16 ± 0.070.13 ± 0.080.12 ± 0.080.20 ± 0.090.18 ± 0.090.37 ± 0.10
Conn-bench-vowel-deterding0.11 ± 0.000.08 ± 0.010.04 ± 0.010.01 ± 0.000.01 ± 0.000.00 ± 0.000.00 ± 0.000.04 ± 0.010.04 ± 0.010.12 ± 0.01
Connect-40.38 ± 0.000.38 ± 0.010.24 ± 0.020.29 ± 0.030.26 ± 0.000.24 ± 0.010.23 ± 0.020.27 ± 0.020.26 ± 0.020.26 ± 0.00
Connectionist0.45 ± 0.010.32 ± 0.110.27 ± 0.070.13 ± 0.060.39 ± 0.090.30 ± 0.120.27 ± 0.120.17 ± 0.080.17 ± 0.080.37 ± 0.07
Contrac0.42 ± 0.000.37 ± 0.020.34 ± 0.020.38 ± 0.020.30 ± 0.010.30 ± 0.020.31 ± 0.030.35 ± 0.010.34 ± 0.010.35 ± 0.01
Covid-190.32 ± 0.080.29 ± 0.170.24 ± 0.240.33 ± 0.230.27 ± 0.260.30 ± 0.290.23 ± 0.270.23 ± 0.230.22 ± 0.230.13 ± 0.23
Credit-approval0.41 ± 0.010.23 ± 0.030.19 ± 0.030.18 ± 0.060.15 ± 0.050.15 ± 0.050.15 ± 0.050.16 ± 0.030.17 ± 0.040.14 ± 0.04
Crowdsource0.12 ± 0.000.06 ± 0.010.04 ± 0.000.02 ± 0.000.08 ± 0.000.08 ± 0.000.08 ± 0.000.03 ± 0.010.03 ± 0.010.07 ± 0.01
Crx0.41 ± 0.010.22 ± 0.030.19 ± 0.030.19 ± 0.050.44 ± 0.040.43 ± 0.040.42 ± 0.050.18 ± 0.040.17 ± 0.020.14 ± 0.04
Cryother0.32 ± 0.050.18 ± 0.110.11 ± 0.070.11 ± 0.080.18 ± 0.130.17 ± 0.130.17 ± 0.130.14 ± 0.080.17 ± 0.090.19 ± 0.11
Cylinder-bands0.45 ± 0.010.33 ± 0.060.29 ± 0.060.31 ± 0.070.24 ± 0.040.21 ± 0.040.19 ± 0.030.27 ± 0.050.26 ± 0.050.33 ± 0.04
Dbworld-bodies0.49 ± 0.010.24 ± 0.150.21 ± 0.160.41 ± 0.100.45 ± 0.060.45 ± 0.060.36 ± 0.13//0.14 ± 0.13
Dbworld-bodies-stemmed0.48 ± 0.010.23 ± 0.130.15 ± 0.130.36 ± 0.140.45 ± 0.060.41 ± 0.090.26 ± 0.13//0.26 ± 0.20
Dbworld-subjects0.49 ± 0.010.17 ± 0.100.30 ± 0.100.25 ± 0.120.45 ± 0.060.45 ± 0.060.45 ± 0.060.13 ± 0.120.13 ± 0.140.37 ± 0.12
Dbworld-subjects-stemmed0.49 ± 0.010.17 ± 0.110.27 ± 0.140.19 ± 0.090.45 ± 0.060.45 ± 0.060.45 ± 0.060.14 ± 0.120.14 ± 0.110.39 ± 0.10
Dermatology0.19 ± 0.000.01 ± 0.010.02 ± 0.010.02 ± 0.010.01 ± 0.010.01 ± 0.010.01 ± 0.010.01 ± 0.000.01 ± 0.000.17 ± 0.01
Diabetes0.39 ± 0.020.28 ± 0.030.32 ± 0.050.30 ± 0.050.35 ± 0.000.35 ± 0.000.35 ± 0.000.30 ± 0.020.29 ± 0.020.29 ± 0.05
Diabetic0.46 ± 0.010.43 ± 0.020.38 ± 0.030.39 ± 0.050.42 ± 0.050.41 ± 0.060.40 ± 0.060.33 ± 0.030.33 ± 0.030.47 ± 0.06
Divorce0.10 ± 0.030.02 ± 0.030.06 ± 0.060.03 ± 0.030.02 ± 0.030.02 ± 0.030.02 ± 0.030.02 ± 0.030.02 ± 0.030.05 ± 0.05
Dota2train0.50 ± 0.000.47 ± 0.020.47 ± 0.040.45 ± 0.030.47 ± 0.000.46 ± 0.040.47 ± 0.030.50 ± 0.030.48 ± 0.020.45 ± 0.04
Dow-jones-index0.45 ± 0.020.50 ± 0.030.29 ± 0.040.45 ± 0.060.48 ± 0.000.48 ± 0.000.48 ± 0.000.46 ± 0.030.45 ± 0.030.44 ± 0.03
Dry-bean-dataset0.06 ± 0.000.03 ± 0.000.02 ± 0.000.02 ± 0.000.11 ± 0.010.11 ± 0.010.11 ± 0.010.03 ± 0.000.03 ± 0.000.09 ± 0.01
Early-stage-diabetes-data-upload0.37 ± 0.010.15 ± 0.030.05 ± 0.030.02 ± 0.020.06 ± 0.040.05 ± 0.040.05 ± 0.040.04 ± 0.020.04 ± 0.030.18 ± 0.04
Echocardiogram0.40 ± 0.030.22 ± 0.110.24 ± 0.100.26 ± 0.130.18 ± 0.080.19 ± 0.110.19 ± 0.110.24 ± 0.120.23 ± 0.120.15 ± 0.07
Ecoli0.14 ± 0.000.04 ± 0.010.05 ± 0.020.05 ± 0.020.03 ± 0.010.03 ± 0.010.03 ± 0.010.05 ± 0.010.05 ± 0.010.08 ± 0.02
Eegeyesate0.45 ± 0.000.53 ± 0.020.17 ± 0.010.16 ± 0.020.45 ± 0.000.45 ± 0.000.45 ± 0.000.49 ± 0.010.48 ± 0.010.37 ± 0.01
Electrical0.30 ± 0.030.06 ± 0.030.00 ± 0.000.09 ± 0.070.17 ± 0.080.17 ± 0.070.16 ± 0.060.02 ± 0.020.02 ± 0.010.00 ± 0.01
Energy-y10.25 ± 0.000.13 ± 0.010.02 ± 0.010.16 ± 0.030.08 ± 0.010.07 ± 0.010.07 ± 0.020.09 ± 0.010.09 ± 0.010.10 ± 0.01
Energy-y20.23 ± 0.000.11 ± 0.010.09 ± 0.010.16 ± 0.020.07 ± 0.010.06 ± 0.010.06 ± 0.010.08 ± 0.010.08 ± 0.020.08 ± 0.02
Extentionofz-alizadehsani0.38 ± 0.010.08 ± 0.040.01 ± 0.010.10 ± 0.050.29 ± 0.010.29 ± 0.010.29 ± 0.010.02 ± 0.020.02 ± 0.020.14 ± 0.05
Fertility0.21 ± 0.030.20 ± 0.030.22 ± 0.040.18 ± 0.110.12 ± 0.040.11 ± 0.060.11 ± 0.070.13 ± 0.080.13 ± 0.100.12 ± 0.04
First-order0.17 ± 0.000.68 ± 0.040.00 ± 0.000.01 ± 0.000.10 ± 0.000.05 ± 0.010.02 ± 0.010.00 ± 0.000.00 ± 0.000.09 ± 0.02
Flags0.18 ± 0.000.13 ± 0.010.11 ± 0.020.14 ± 0.020.12 ± 0.020.11 ± 0.030.12 ± 0.030.14 ± 0.030.13 ± 0.030.11 ± 0.02
Foresttypes0.23 ± 0.010.03 ± 0.020.03 ± 0.030.03 ± 0.020.35 ± 0.010.34 ± 0.020.34 ± 0.020.03 ± 0.020.02 ± 0.020.09 ± 0.04
Garments-worker-productivity0.29 ± 0.000.29 ± 0.010.22 ± 0.020.30 ± 0.010.26 ± 0.010.26 ± 0.010.25 ± 0.010.26 ± 0.010.26 ± 0.010.27 ± 0.01
Gender-name-dataset0.47 ± 0.000.42 ± 0.040.48 ± 0.000.41 ± 0.010.36 ± 0.010.36 ± 0.020.36 ± 0.020.48 ± 0.010.48 ± 0.010.39 ± 0.01
Gesture-a1-raw0.12 ± 0.000.11 ± 0.010.04 ± 0.010.02 ± 0.000.24 ± 0.000.24 ± 0.000.24 ± 0.000.04 ± 0.010.04 ± 0.000.01 ± 0.01
Gesture-a1-va30.21 ± 0.010.16 ± 0.010.14 ± 0.020.10 ± 0.010.24 ± 0.000.24 ± 0.000.24 ± 0.000.14 ± 0.010.14 ± 0.010.15 ± 0.01
Gesture-a2-raw0.13 ± 0.000.13 ± 0.010.05 ± 0.010.02 ± 0.010.24 ± 0.000.24 ± 0.000.24 ± 0.000.05 ± 0.010.05 ± 0.010.02 ± 0.01
Gesture-a2-va30.23 ± 0.010.23 ± 0.030.18 ± 0.010.13 ± 0.020.24 ± 0.000.24 ± 0.000.24 ± 0.000.18 ± 0.010.18 ± 0.020.18 ± 0.02
Gesture-a3-raw0.10 ± 0.000.16 ± 0.010.03 ± 0.000.02 ± 0.000.26 ± 0.000.26 ± 0.000.26 ± 0.000.05 ± 0.010.05 ± 0.010.02 ± 0.00
Gesture-a3-va30.24 ± 0.000.20 ± 0.010.10 ± 0.010.04 ± 0.010.26 ± 0.000.26 ± 0.000.26 ± 0.000.17 ± 0.010.16 ± 0.010.20 ± 0.01
Gesture-b1-raw0.10 ± 0.010.18 ± 0.010.03 ± 0.010.02 ± 0.010.20 ± 0.000.20 ± 0.000.20 ± 0.000.05 ± 0.010.04 ± 0.010.03 ± 0.01
Gesture-b1-va30.24 ± 0.010.26 ± 0.030.13 ± 0.020.04 ± 0.010.25 ± 0.000.25 ± 0.000.25 ± 0.000.18 ± 0.010.17 ± 0.020.23 ± 0.02
Gesture-b3-raw0.15 ± 0.010.18 ± 0.010.04 ± 0.010.02 ± 0.000.27 ± 0.000.27 ± 0.000.27 ± 0.000.06 ± 0.010.06 ± 0.010.02 ± 0.01
Gesture-b3-va30.28 ± 0.000.23 ± 0.010.18 ± 0.010.09 ± 0.010.27 ± 0.000.27 ± 0.000.27 ± 0.000.19 ± 0.010.19 ± 0.010.24 ± 0.02
Gesture-c1-raw0.15 ± 0.010.15 ± 0.010.05 ± 0.010.02 ± 0.010.30 ± 0.000.30 ± 0.000.30 ± 0.000.06 ± 0.010.06 ± 0.010.02 ± 0.01
Gesture-c1-va30.26 ± 0.010.20 ± 0.010.17 ± 0.010.12 ± 0.010.30 ± 0.000.30 ± 0.000.30 ± 0.000.16 ± 0.010.16 ± 0.010.23 ± 0.02
Gesture-c3-raw0.14 ± 0.010.16 ± 0.020.05 ± 0.010.03 ± 0.010.29 ± 0.000.29 ± 0.000.29 ± 0.000.07 ± 0.010.07 ± 0.010.02 ± 0.01
Gesture-c3-va30.27 ± 0.010.22 ± 0.010.19 ± 0.020.15 ± 0.020.29 ± 0.000.29 ± 0.000.29 ± 0.000.19 ± 0.010.20 ± 0.020.23 ± 0.01
Glass0.18 ± 0.010.18 ± 0.020.12 ± 0.020.10 ± 0.030.09 ± 0.020.09 ± 0.030.10 ± 0.030.13 ± 0.020.12 ± 0.010.14 ± 0.03
Go-track-tracks0.34 ± 0.040.19 ± 0.050.14 ± 0.070.10 ± 0.080.28 ± 0.130.28 ± 0.120.28 ± 0.120.19 ± 0.060.18 ± 0.050.24 ± 0.14
Haberman-survival0.37 ± 0.010.33 ± 0.030.36 ± 0.030.34 ± 0.070.27 ± 0.050.29 ± 0.030.29 ± 0.030.35 ± 0.030.35 ± 0.030.27 ± 0.03
Hayes-roth0.27 ± 0.020.29 ± 0.020.13 ± 0.030.09 ± 0.040.09 ± 0.050.13 ± 0.040.13 ± 0.040.22 ± 0.070.21 ± 0.070.37 ± 0.04
Hcc-data0.45 ± 0.010.33 ± 0.060.43 ± 0.060.37 ± 0.080.38 ± 0.020.38 ± 0.020.38 ± 0.020.36 ± 0.120.36 ± 0.100.31 ± 0.11
Hcvdat0.08 ± 0.000.04 ± 0.010.03 ± 0.010.04 ± 0.010.05 ± 0.000.05 ± 0.000.05 ± 0.000.03 ± 0.010.03 ± 0.010.05 ± 0.01
Heart-cleveland0.24 ± 0.010.18 ± 0.030.21 ± 0.020.18 ± 0.030.17 ± 0.030.16 ± 0.040.17 ± 0.040.19 ± 0.020.18 ± 0.020.19 ± 0.03
Heart-hungarian0.36 ± 0.020.19 ± 0.070.27 ± 0.050.23 ± 0.080.18 ± 0.080.18 ± 0.060.17 ± 0.060.23 ± 0.080.23 ± 0.070.21 ± 0.09
Heart-switzerland0.28 ± 0.010.26 ± 0.020.26 ± 0.040.27 ± 0.050.24 ± 0.030.24 ± 0.020.23 ± 0.030.24 ± 0.050.23 ± 0.040.27 ± 0.05
Heart-va0.30 ± 0.000.28 ± 0.020.28 ± 0.020.26 ± 0.030.26 ± 0.040.27 ± 0.030.28 ± 0.040.29 ± 0.020.29 ± 0.030.29 ± 0.04
Heart-failure-clinical-records-dataset0.41 ± 0.010.25 ± 0.040.24 ± 0.050.35 ± 0.070.32 ± 0.020.32 ± 0.020.32 ± 0.020.27 ± 0.050.24 ± 0.080.14 ± 0.06
Hepatitis0.30 ± 0.020.18 ± 0.080.24 ± 0.070.18 ± 0.050.17 ± 0.060.16 ± 0.090.16 ± 0.090.20 ± 0.090.22 ± 0.110.26 ± 0.07
Hill-valley0.50 ± 0.010.51 ± 0.020.50 ± 0.000.48 ± 0.030.48 ± 0.070.48 ± 0.070.47 ± 0.070.46 ± 0.020.45 ± 0.020.52 ± 0.05
Hiv1625data0.18 ± 0.010.07 ± 0.020.13 ± 0.020.11 ± 0.010.08 ± 0.020.07 ± 0.020.06 ± 0.020.05 ± 0.020.07 ± 0.020.21 ± 0.02
Hiv746data0.25 ± 0.020.11 ± 0.030.25 ± 0.030.17 ± 0.030.10 ± 0.040.09 ± 0.030.09 ± 0.030.08 ± 0.020.08 ± 0.030.19 ± 0.04
Horse-colic0.41 ± 0.010.27 ± 0.060.16 ± 0.040.24 ± 0.070.16 ± 0.050.15 ± 0.050.15 ± 0.060.23 ± 0.050.22 ± 0.070.18 ± 0.05
Htru0.06 ± 0.000.06 ± 0.000.03 ± 0.000.03 ± 0.000.09 ± 0.000.09 ± 0.000.09 ± 0.000.03 ± 0.000.03 ± 0.000.02 ± 0.00
Hypothyroid0.07 ± 0.000.04 ± 0.000.00 ± 0.000.04 ± 0.010.04 ± 0.000.04 ± 0.000.04 ± 0.000.04 ± 0.020.04 ± 0.030.02 ± 0.00
Ibeacon-rssi-labeled0.02 ± 0.000.02 ± 0.000.01 ± 0.000.01 ± 0.000.01 ± 0.000.01 ± 0.000.01 ± 0.000.02 ± 0.000.02 ± 0.000.02 ± 0.00
Ilpd-indian-liver0.39 ± 0.010.44 ± 0.050.39 ± 0.030.35 ± 0.060.29 ± 0.010.29 ± 0.020.29 ± 0.030.34 ± 0.030.34 ± 0.030.34 ± 0.03
Image-segmentation0.15 ± 0.010.06 ± 0.020.04 ± 0.020.04 ± 0.010.04 ± 0.010.04 ± 0.010.04 ± 0.010.04 ± 0.010.04 ± 0.010.12 ± 0.03
Immunotherapy0.30 ± 0.020.31 ± 0.060.23 ± 0.080.30 ± 0.160.21 ± 0.040.21 ± 0.040.21 ± 0.040.19 ± 0.080.20 ± 0.080.16 ± 0.09
Impensdata0.21 ± 0.010.13 ± 0.020.27 ± 0.000.16 ± 0.020.16 ± 0.000.16 ± 0.000.16 ± 0.000.10 ± 0.020.11 ± 0.030.16 ± 0.02
In-vehicle-coupon-recommendation0.48 ± 0.000.41 ± 0.010.38 ± 0.010.36 ± 0.010.31 ± 0.010.31 ± 0.010.30 ± 0.010.30 ± 0.010.29 ± 0.010.39 ± 0.01
Indian0.38 ± 0.010.44 ± 0.050.33 ± 0.040.36 ± 0.070.28 ± 0.020.28 ± 0.010.28 ± 0.010.35 ± 0.030.34 ± 0.030.34 ± 0.03
Ionosphere0.24 ± 0.020.17 ± 0.050.09 ± 0.030.14 ± 0.050.06 ± 0.020.05 ± 0.030.04 ± 0.030.10 ± 0.020.10 ± 0.030.19 ± 0.07
Iris0.17 ± 0.020.04 ± 0.030.03 ± 0.030.04 ± 0.040.02 ± 0.020.03 ± 0.030.02 ± 0.020.03 ± 0.030.03 ± 0.020.05 ± 0.04
Jain0.08 ± 0.030.07 ± 0.030.01 ± 0.020.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.07 ± 0.020.07 ± 0.020.05 ± 0.03
Jsbach-chorals-harmony0.17 ± 0.000.05 ± 0.010.05 ± 0.010.03 ± 0.000.04 ± 0.010.03 ± 0.000.03 ± 0.010.03 ± 0.010.03 ± 0.010.04 ± 0.01
Knowledge0.27 ± 0.010.13 ± 0.040.04 ± 0.030.13 ± 0.040.08 ± 0.050.06 ± 0.040.04 ± 0.040.05 ± 0.020.05 ± 0.030.09 ± 0.05
Lasvegastripadvisorreviews0.24 ± 0.000.24 ± 0.010.24 ± 0.010.24 ± 0.010.25 ± 0.010.25 ± 0.010.25 ± 0.010.24 ± 0.010.24 ± 0.010.24 ± 0.01
Leaf0.05 ± 0.000.02 ± 0.000.03 ± 0.000.06 ± 0.000.06 ± 0.000.05 ± 0.000.05 ± 0.000.04 ± 0.000.04 ± 0.000.05 ± 0.00
Led-display0.15 ± 0.000.08 ± 0.000.08 ± 0.000.08 ± 0.000.06 ± 0.010.06 ± 0.010.06 ± 0.010.08 ± 0.000.07 ± 0.000.16 ± 0.00
Lenses0.28 ± 0.070.37 ± 0.090.15 ± 0.190.13 ± 0.110.14 ± 0.200.11 ± 0.150.11 ± 0.150.19 ± 0.150.20 ± 0.160.22 ± 0.20
Letter0.07 ± 0.000.03 ± 0.000.01 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.02 ± 0.000.02 ± 0.000.06 ± 0.00
Libras0.10 ± 0.000.05 ± 0.010.04 ± 0.010.02 ± 0.010.03 ± 0.010.02 ± 0.010.02 ± 0.010.03 ± 0.010.03 ± 0.010.11 ± 0.01
Low-res-spect0.11 ± 0.000.04 ± 0.010.04 ± 0.010.04 ± 0.010.02 ± 0.010.02 ± 0.010.02 ± 0.010.02 ± 0.010.02 ± 0.010.06 ± 0.01
Lung-cancer0.41 ± 0.020.25 ± 0.110.39 ± 0.160.34 ± 0.220.31 ± 0.150.27 ± 0.140.32 ± 0.170.35 ± 0.140.35 ± 0.150.35 ± 0.12
Lymphography0.23 ± 0.000.10 ± 0.030.14 ± 0.040.13 ± 0.060.07 ± 0.050.07 ± 0.050.08 ± 0.040.10 ± 0.040.10 ± 0.030.12 ± 0.04
Magic0.34 ± 0.010.28 ± 0.020.22 ± 0.020.20 ± 0.020.15 ± 0.020.15 ± 0.020.15 ± 0.010.19 ± 0.020.20 ± 0.020.28 ± 0.04
Mammographic0.36 ± 0.010.24 ± 0.030.25 ± 0.020.26 ± 0.050.17 ± 0.020.18 ± 0.030.17 ± 0.030.25 ± 0.020.26 ± 0.030.18 ± 0.01
Miniboone0.30 ± 0.000.71 ± 0.010.14 ± 0.020.17 ± 0.020.15 ± 0.020.14 ± 0.020.14 ± 0.020.21 ± 0.030.21 ± 0.030.18 ± 0.02
Molec-biol-promoter0.45 ± 0.020.13 ± 0.080.27 ± 0.100.28 ± 0.120.17 ± 0.130.15 ± 0.120.15 ± 0.120.23 ± 0.090.23 ± 0.090.30 ± 0.11
Molec-biol-splice0.40 ± 0.000.07 ± 0.010.06 ± 0.010.25 ± 0.010.09 ± 0.010.08 ± 0.010.09 ± 0.010.11 ± 0.010.11 ± 0.010.24 ± 0.02
Monks-10.39 ± 0.030.37 ± 0.080.04 ± 0.070.31 ± 0.090.19 ± 0.120.17 ± 0.110.17 ± 0.100.14 ± 0.140.12 ± 0.160.27 ± 0.10
Monks-20.47 ± 0.020.48 ± 0.030.27 ± 0.100.39 ± 0.110.42 ± 0.070.39 ± 0.130.36 ± 0.120.29 ± 0.090.27 ± 0.080.41 ± 0.05
Monks-30.37 ± 0.030.27 ± 0.040.11 ± 0.080.25 ± 0.150.10 ± 0.080.11 ± 0.080.11 ± 0.080.17 ± 0.100.13 ± 0.060.22 ± 0.04
Mushroom0.33 ± 0.000.12 ± 0.010.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.01 ± 0.00
Musk-10.40 ± 0.010.26 ± 0.070.16 ± 0.070.15 ± 0.050.09 ± 0.040.08 ± 0.030.06 ± 0.030.07 ± 0.020.07 ± 0.020.38 ± 0.09
Musk-20.20 ± 0.000.15 ± 0.020.05 ± 0.010.04 ± 0.010.04 ± 0.010.03 ± 0.010.02 ± 0.010.01 ± 0.010.01 ± 0.010.10 ± 0.01
Newdiagnosis0.23 ± 0.020.10 ± 0.030.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.01 ± 0.000.00 ± 0.000.22 ± 0.07
Nursery0.24 ± 0.000.08 ± 0.000.00 ± 0.000.05 ± 0.000.01 ± 0.000.01 ± 0.000.00 ± 0.000.02 ± 0.010.03 ± 0.010.12 ± 0.00
Obesitydataset-raw-and-data-sinthetic0.19 ± 0.000.11 ± 0.000.02 ± 0.010.05 ± 0.010.03 ± 0.010.02 ± 0.010.02 ± 0.010.02 ± 0.010.02 ± 0.000.09 ± 0.01
Obs-network-dataset-2-aug270.15 ± 0.010.14 ± 0.030.00 ± 0.010.01 ± 0.000.01 ± 0.000.01 ± 0.000.01 ± 0.000.03 ± 0.010.02 ± 0.010.05 ± 0.01
Occupancy-data0.09 ± 0.010.05 ± 0.010.02 ± 0.010.01 ± 0.010.19 ± 0.020.18 ± 0.020.18 ± 0.020.04 ± 0.010.03 ± 0.010.01 ± 0.01
Occupancy-data20.07 ± 0.000.04 ± 0.000.01 ± 0.000.01 ± 0.000.16 ± 0.010.14 ± 0.010.14 ± 0.010.01 ± 0.000.01 ± 0.000.01 ± 0.00
Occupancy-data30.05 ± 0.000.02 ± 0.010.01 ± 0.000.01 ± 0.000.17 ± 0.010.15 ± 0.010.15 ± 0.010.01 ± 0.000.01 ± 0.000.01 ± 0.00
Old0.42 ± 0.000.08 ± 0.010.06 ± 0.010.03 ± 0.010.05 ± 0.010.05 ± 0.010.05 ± 0.010.03 ± 0.010.03 ± 0.010.11 ± 0.02
Online-shoppers-intention0.24 ± 0.000.23 ± 0.010.14 ± 0.000.18 ± 0.010.15 ± 0.000.16 ± 0.000.16 ± 0.000.13 ± 0.010.14 ± 0.020.12 ± 0.01
Oocytes-merluccius-nucleus-4d0.39 ± 0.010.40 ± 0.040.29 ± 0.040.28 ± 0.040.23 ± 0.030.20 ± 0.030.19 ± 0.030.20 ± 0.030.21 ± 0.030.33 ± 0.05
Oocytes-merluccius-states-2f0.17 ± 0.010.10 ± 0.020.07 ± 0.020.06 ± 0.020.06 ± 0.020.05 ± 0.010.05 ± 0.010.06 ± 0.010.06 ± 0.010.12 ± 0.03
Oocytes-trisopterus-nucleus-2f0.44 ± 0.010.46 ± 0.050.30 ± 0.050.26 ± 0.060.19 ± 0.040.16 ± 0.030.17 ± 0.030.18 ± 0.030.19 ± 0.030.41 ± 0.06
Oocytes-trisopterus-states-5b0.20 ± 0.020.16 ± 0.030.09 ± 0.020.06 ± 0.020.05 ± 0.020.05 ± 0.020.05 ± 0.020.05 ± 0.020.05 ± 0.020.13 ± 0.02
Optdigits0.16 ± 0.000.02 ± 0.000.02 ± 0.000.00 ± 0.000.05 ± 0.000.05 ± 0.000.05 ± 0.000.01 ± 0.000.00 ± 0.000.15 ± 0.00
Optical0.16 ± 0.000.02 ± 0.000.02 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.01 ± 0.000.01 ± 0.000.14 ± 0.00
Ozone0.06 ± 0.000.29 ± 0.040.05 ± 0.010.05 ± 0.010.03 ± 0.000.03 ± 0.000.03 ± 0.000.04 ± 0.010.03 ± 0.010.03 ± 0.00
Page-blocks0.05 ± 0.000.04 ± 0.010.02 ± 0.000.02 ± 0.000.02 ± 0.000.01 ± 0.000.01 ± 0.000.02 ± 0.000.02 ± 0.000.02 ± 0.00
Parkingbirmingham0.01 ± 0.000.02 ± 0.000.00 ± 0.000.00 ± 0.000.03 ± 0.000.03 ± 0.000.03 ± 0.000.02 ± 0.000.02 ± 0.000.00 ± 0.00
Parkinsons0.28 ± 0.030.31 ± 0.110.20 ± 0.030.04 ± 0.020.12 ± 0.060.10 ± 0.060.09 ± 0.060.12 ± 0.060.11 ± 0.070.14 ± 0.08
Pasture0.37 ± 0.040.18 ± 0.150.16 ± 0.130.21 ± 0.170.48 ± 0.030.48 ± 0.030.48 ± 0.030.19 ± 0.160.20 ± 0.160.24 ± 0.18
Pbc0.40 ± 0.010.24 ± 0.060.29 ± 0.060.40 ± 0.090.39 ± 0.010.39 ± 0.010.39 ± 0.010.29 ± 0.050.27 ± 0.030.28 ± 0.09
Pen0.12 ± 0.000.03 ± 0.000.01 ± 0.000.00 ± 0.000.17 ± 0.000.17 ± 0.000.17 ± 0.000.01 ± 0.000.01 ± 0.000.12 ± 0.00
Pendigits0.12 ± 0.000.03 ± 0.000.01 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.01 ± 0.000.01 ± 0.000.12 ± 0.00
Pharynx0.36 ± 0.020.39 ± 0.040.36 ± 0.010.36 ± 0.100.25 ± 0.090.27 ± 0.110.30 ± 0.110.29 ± 0.040.30 ± 0.160.73 ± 0.06
Phishingwebsites0.43 ± 0.000.09 ± 0.010.06 ± 0.000.03 ± 0.010.05 ± 0.010.05 ± 0.010.05 ± 0.000.03 ± 0.000.03 ± 0.000.11 ± 0.01
Pima0.39 ± 0.010.28 ± 0.030.32 ± 0.050.30 ± 0.050.24 ± 0.040.25 ± 0.040.25 ± 0.030.30 ± 0.020.29 ± 0.020.29 ± 0.05
Pittsburg-bridges-rel-l0.34 ± 0.020.26 ± 0.060.31 ± 0.070.20 ± 0.110.22 ± 0.080.21 ± 0.080.18 ± 0.070.27 ± 0.070.26 ± 0.070.19 ± 0.07
Pittsburg-bridges-span0.35 ± 0.010.26 ± 0.050.30 ± 0.070.30 ± 0.100.23 ± 0.100.24 ± 0.110.24 ± 0.110.24 ± 0.040.22 ± 0.070.30 ± 0.09
Pittsburg-bridges-t-or-d0.22 ± 0.040.20 ± 0.070.21 ± 0.090.17 ± 0.120.14 ± 0.080.12 ± 0.080.11 ± 0.080.15 ± 0.120.16 ± 0.130.15 ± 0.10
Pittsburg-bridges-type0.23 ± 0.010.17 ± 0.020.17 ± 0.020.15 ± 0.040.15 ± 0.040.13 ± 0.060.13 ± 0.040.15 ± 0.050.15 ± 0.050.15 ± 0.02
Pittsburg-bridgesmaterial0.21 ± 0.020.13 ± 0.050.13 ± 0.040.12 ± 0.070.09 ± 0.040.10 ± 0.040.11 ± 0.060.13 ± 0.060.15 ± 0.060.09 ± 0.03
Planning0.41 ± 0.010.43 ± 0.030.41 ± 0.010.34 ± 0.090.29 ± 0.020.30 ± 0.060.34 ± 0.070.41 ± 0.050.43 ± 0.080.38 ± 0.09
Plant-margin0.02 ± 0.000.00 ± 0.000.01 ± 0.000.01 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.02 ± 0.00
Plant-shape0.02 ± 0.000.01 ± 0.000.01 ± 0.000.01 ± 0.000.01 ± 0.000.01 ± 0.000.01 ± 0.000.01 ± 0.000.01 ± 0.000.02 ± 0.00
Plant-texture0.02 ± 0.000.01 ± 0.000.01 ± 0.000.01 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.02 ± 0.00
Poker-hand-training-true0.11 ± 0.000.11 ± 0.000.10 ± 0.000.11 ± 0.000.08 ± 0.000.08 ± 0.000.09 ± 0.000.11 ± 0.000.11 ± 0.000.10 ± 0.00
Post-operative0.28 ± 0.020.30 ± 0.040.28 ± 0.020.29 ± 0.070.19 ± 0.040.21 ± 0.050.22 ± 0.060.28 ± 0.070.29 ± 0.080.21 ± 0.05
Primary-tumor0.11 ± 0.000.08 ± 0.010.09 ± 0.010.09 ± 0.010.07 ± 0.010.07 ± 0.010.07 ± 0.020.08 ± 0.010.08 ± 0.010.10 ± 0.00
Qsarbioconcentration0.38 ± 0.000.38 ± 0.020.39 ± 0.020.38 ± 0.060.25 ± 0.010.27 ± 0.020.29 ± 0.030.39 ± 0.020.39 ± 0.020.27 ± 0.03
Qsarbiodegradation0.39 ± 0.010.24 ± 0.030.19 ± 0.030.16 ± 0.020.14 ± 0.030.14 ± 0.020.14 ± 0.020.14 ± 0.020.14 ± 0.020.23 ± 0.04
Qualitative-bankruptcy0.13 ± 0.010.01 ± 0.020.02 ± 0.030.00 ± 0.000.01 ± 0.030.01 ± 0.030.00 ± 0.010.01 ± 0.020.01 ± 0.020.02 ± 0.03
Ringnorm0.30 ± 0.010.02 ± 0.000.09 ± 0.000.25 ± 0.020.01 ± 0.000.02 ± 0.000.02 ± 0.000.08 ± 0.010.09 ± 0.010.36 ± 0.01
Risk-factors-cervical-cancer0.12 ± 0.010.11 ± 0.010.06 ± 0.020.06 ± 0.020.06 ± 0.010.07 ± 0.010.06 ± 0.020.05 ± 0.020.05 ± 0.020.04 ± 0.02
Robotnavigation0.16 ± 0.000.24 ± 0.010.00 ± 0.000.06 ± 0.010.05 ± 0.010.04 ± 0.000.04 ± 0.000.07 ± 0.010.06 ± 0.010.12 ± 0.01
Sapfile0.41 ± 0.010.33 ± 0.040.40 ± 0.080.41 ± 0.060.34 ± 0.060.34 ± 0.050.34 ± 0.060.35 ± 0.050.35 ± 0.070.39 ± 0.08
Sat0.14 ± 0.000.07 ± 0.000.05 ± 0.000.03 ± 0.000.25 ± 0.000.24 ± 0.000.24 ± 0.000.04 ± 0.000.04 ± 0.000.13 ± 0.00
Satelite0.14 ± 0.000.07 ± 0.000.05 ± 0.000.03 ± 0.000.25 ± 0.000.24 ± 0.000.24 ± 0.000.04 ± 0.000.04 ± 0.000.13 ± 0.01
Scadi0.18 ± 0.010.05 ± 0.020.07 ± 0.030.08 ± 0.040.07 ± 0.030.06 ± 0.040.05 ± 0.040.06 ± 0.030.06 ± 0.030.12 ± 0.03
Schillingdata0.19 ± 0.000.10 ± 0.010.23 ± 0.000.15 ± 0.010.13 ± 0.000.11 ± 0.010.08 ± 0.010.07 ± 0.020.09 ± 0.030.13 ± 0.00
Seeds0.19 ± 0.030.06 ± 0.030.07 ± 0.040.04 ± 0.010.04 ± 0.030.04 ± 0.030.04 ± 0.030.04 ± 0.010.04 ± 0.010.12 ± 0.07
Segment0.13 ± 0.000.06 ± 0.000.01 ± 0.000.01 ± 0.000.10 ± 0.010.09 ± 0.010.09 ± 0.010.02 ± 0.000.01 ± 0.000.10 ± 0.01
Seismic-bumps0.12 ± 0.000.14 ± 0.020.12 ± 0.000.11 ± 0.010.07 ± 0.000.07 ± 0.000.07 ± 0.000.10 ± 0.010.09 ± 0.010.07 ± 0.01
Semeion0.17 ± 0.000.03 ± 0.010.05 ± 0.000.02 ± 0.000.01 ± 0.000.01 ± 0.000.01 ± 0.000.02 ± 0.000.02 ± 0.000.16 ± 0.00
Setapprocesst10.40 ± 0.030.42 ± 0.190.38 ± 0.180.35 ± 0.100.36 ± 0.080.31 ± 0.110.33 ± 0.090.36 ± 0.190.37 ± 0.190.28 ± 0.23
Setapprocesst100.44 ± 0.020.56 ± 0.150.42 ± 0.140.40 ± 0.160.34 ± 0.060.34 ± 0.060.34 ± 0.060.47 ± 0.240.47 ± 0.210.38 ± 0.08
Setapprocesst110.44 ± 0.020.45 ± 0.250.36 ± 0.170.42 ± 0.160.34 ± 0.060.34 ± 0.060.34 ± 0.060.39 ± 0.150.35 ± 0.160.43 ± 0.11
Setapprocesst20.44 ± 0.020.33 ± 0.150.27 ± 0.180.38 ± 0.210.34 ± 0.060.34 ± 0.060.34 ± 0.060.38 ± 0.170.35 ± 0.170.19 ± 0.17
Setapprocesst30.44 ± 0.010.35 ± 0.120.40 ± 0.150.34 ± 0.130.34 ± 0.060.34 ± 0.060.34 ± 0.060.35 ± 0.120.35 ± 0.080.47 ± 0.16
Setapprocesst40.41 ± 0.030.51 ± 0.240.45 ± 0.140.40 ± 0.180.29 ± 0.070.29 ± 0.070.29 ± 0.070.45 ± 0.190.43 ± 0.160.27 ± 0.12
Setapprocesst50.43 ± 0.030.53 ± 0.170.47 ± 0.170.41 ± 0.170.35 ± 0.080.36 ± 0.090.36 ± 0.090.41 ± 0.130.39 ± 0.130.34 ± 0.25
Setapprocesst60.44 ± 0.010.33 ± 0.160.35 ± 0.120.36 ± 0.140.34 ± 0.060.34 ± 0.060.34 ± 0.060.37 ± 0.150.37 ± 0.140.40 ± 0.20
Setapprocesst70.44 ± 0.030.26 ± 0.140.39 ± 0.200.36 ± 0.150.34 ± 0.060.34 ± 0.060.34 ± 0.060.28 ± 0.180.29 ± 0.180.47 ± 0.15
Setapprocesst80.43 ± 0.020.32 ± 0.140.30 ± 0.150.37 ± 0.150.34 ± 0.060.34 ± 0.060.34 ± 0.060.34 ± 0.160.34 ± 0.170.51 ± 0.11
Setapprocesst90.44 ± 0.020.35 ± 0.150.32 ± 0.160.42 ± 0.100.34 ± 0.060.34 ± 0.060.34 ± 0.060.29 ± 0.180.33 ± 0.160.49 ± 0.17
Shillbiddingdataset0.12 ± 0.000.04 ± 0.000.01 ± 0.000.01 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.03 ± 0.01
Shuttle-landing-control0.16 ± 0.170.23 ± 0.290.12 ± 0.130.14 ± 0.190.05 ± 0.160.05 ± 0.160.05 ± 0.160.16 ± 0.270.16 ± 0.290.15 ± 0.34
Somervillehappinesssurvey20150.47 ± 0.030.44 ± 0.060.41 ± 0.100.42 ± 0.100.40 ± 0.110.41 ± 0.100.41 ± 0.120.42 ± 0.110.43 ± 0.110.34 ± 0.16
Sonar0.45 ± 0.010.31 ± 0.090.29 ± 0.070.14 ± 0.070.34 ± 0.050.30 ± 0.090.26 ± 0.100.19 ± 0.100.19 ± 0.090.37 ± 0.11
Soybean0.09 ± 0.000.01 ± 0.010.02 ± 0.010.02 ± 0.010.01 ± 0.010.01 ± 0.000.01 ± 0.010.02 ± 0.010.02 ± 0.010.08 ± 0.00
Spambase0.40 ± 0.000.21 ± 0.020.09 ± 0.010.09 ± 0.010.07 ± 0.010.06 ± 0.010.07 ± 0.010.11 ± 0.010.13 ± 0.060.22 ± 0.02
Speaker-accent0.21 ± 0.010.15 ± 0.030.11 ± 0.030.07 ± 0.030.14 ± 0.010.13 ± 0.010.13 ± 0.010.08 ± 0.020.09 ± 0.020.17 ± 0.02
Spect0.42 ± 0.030.31 ± 0.140.38 ± 0.090.49 ± 0.120.35 ± 0.110.36 ± 0.120.37 ± 0.090.46 ± 0.170.47 ± 0.160.28 ± 0.10
Spectf0.47 ± 0.020.25 ± 0.120.28 ± 0.110.33 ± 0.180.32 ± 0.060.32 ± 0.060.24 ± 0.140.30 ± 0.140.29 ± 0.130.29 ± 0.08
Statlog-australian-credit0.43 ± 0.000.46 ± 0.020.41 ± 0.050.44 ± 0.030.32 ± 0.020.36 ± 0.060.36 ± 0.060.41 ± 0.030.41 ± 0.030.35 ± 0.06
Statlog-german-credit0.41 ± 0.000.29 ± 0.030.31 ± 0.040.32 ± 0.040.24 ± 0.040.23 ± 0.040.23 ± 0.040.30 ± 0.040.28 ± 0.030.29 ± 0.02
Statlog-heart0.40 ± 0.020.19 ± 0.060.28 ± 0.080.25 ± 0.080.17 ± 0.050.20 ± 0.080.20 ± 0.100.22 ± 0.060.21 ± 0.080.29 ± 0.06
Statlog-image0.12 ± 0.000.06 ± 0.000.01 ± 0.000.01 ± 0.000.02 ± 0.000.01 ± 0.000.01 ± 0.000.02 ± 0.000.02 ± 0.000.10 ± 0.01
Statlog-landsat0.14 ± 0.000.07 ± 0.010.05 ± 0.010.03 ± 0.010.04 ± 0.010.03 ± 0.000.03 ± 0.010.04 ± 0.000.04 ± 0.010.13 ± 0.01
Statlog-shuttle0.07 ± 0.000.03 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.000.02 ± 0.00
Statlog-vehicle0.29 ± 0.010.28 ± 0.010.14 ± 0.020.15 ± 0.020.12 ± 0.020.10 ± 0.010.10 ± 0.010.10 ± 0.010.10 ± 0.020.24 ± 0.03
Steel-plates0.17 ± 0.000.12 ± 0.010.07 ± 0.010.08 ± 0.010.07 ± 0.010.07 ± 0.010.07 ± 0.010.08 ± 0.010.08 ± 0.010.15 ± 0.01
Synthetic-control0.19 ± 0.000.02 ± 0.010.03 ± 0.010.01 ± 0.010.00 ± 0.000.00 ± 0.000.00 ± 0.000.01 ± 0.000.01 ± 0.000.14 ± 0.01
Teaching0.40 ± 0.020.38 ± 0.030.29 ± 0.070.25 ± 0.090.29 ± 0.100.26 ± 0.080.25 ± 0.080.36 ± 0.030.36 ± 0.030.36 ± 0.07
Thoraricsurgery0.25 ± 0.000.28 ± 0.080.25 ± 0.000.23 ± 0.060.15 ± 0.000.16 ± 0.010.16 ± 0.010.24 ± 0.040.22 ± 0.040.17 ± 0.02
Thyroid0.18 ± 0.030.02 ± 0.020.06 ± 0.040.03 ± 0.020.16 ± 0.030.15 ± 0.030.15 ± 0.030.03 ± 0.020.03 ± 0.020.06 ± 0.06
Thyroid-train0.09 ± 0.000.04 ± 0.010.00 ± 0.000.05 ± 0.010.03 ± 0.000.03 ± 0.000.02 ± 0.000.03 ± 0.010.03 ± 0.010.02 ± 0.01
Tic-tac-toe0.44 ± 0.000.37 ± 0.010.07 ± 0.020.00 ± 0.000.01 ± 0.010.01 ± 0.010.00 ± 0.010.03 ± 0.010.02 ± 0.010.30 ± 0.02
Titanic0.37 ± 0.010.31 ± 0.020.31 ± 0.010.31 ± 0.010.22 ± 0.020.21 ± 0.020.21 ± 0.020.32 ± 0.020.32 ± 0.030.22 ± 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
Transfusion0.35 ± 0.010.29 ± 0.020.30 ± 0.010.32 ± 0.040.25 ± 0.030.27 ± 0.030.28 ± 0.040.30 ± 0.020.30 ± 0.020.24 ± 0.02
Trial0.32 ± 0.020.10 ± 0.030.00 ± 0.000.00 ± 0.010.01 ± 0.010.01 ± 0.010.01 ± 0.010.01 ± 0.010.01 ± 0.010.00 ± 0.00
Turkiye-student-evaluation0.34 ± 0.000.10 ± 0.010.00 ± 0.000.06 ± 0.010.03 ± 0.000.02 ± 0.000.02 ± 0.000.00 ± 0.000.00 ± 0.000.00 ± 0.00
Unbalanced0.03 ± 0.000.11 ± 0.040.03 ± 0.000.02 ± 0.020.01 ± 0.000.02 ± 0.010.02 ± 0.010.03 ± 0.010.02 ± 0.010.01 ± 0.00
Urbanlandcover0.16 ± 0.010.05 ± 0.020.05 ± 0.010.06 ± 0.020.18 ± 0.000.18 ± 0.000.18 ± 0.000.05 ± 0.020.05 ± 0.020.11 ± 0.03
Userknowledgemodeling0.27 ± 0.020.11 ± 0.020.04 ± 0.020.10 ± 0.050.11 ± 0.030.07 ± 0.020.07 ± 0.020.05 ± 0.020.04 ± 0.020.07 ± 0.04
Vehicle0.29 ± 0.010.28 ± 0.010.14 ± 0.020.15 ± 0.020.35 ± 0.010.34 ± 0.020.34 ± 0.020.10 ± 0.010.10 ± 0.020.24 ± 0.03
Vertebral-column-2classes0.34 ± 0.040.22 ± 0.070.21 ± 0.060.18 ± 0.050.15 ± 0.050.15 ± 0.060.15 ± 0.060.18 ± 0.040.18 ± 0.040.26 ± 0.08
Vertebral-column-3classes0.28 ± 0.020.14 ± 0.020.13 ± 0.040.15 ± 0.030.11 ± 0.040.10 ± 0.050.11 ± 0.040.13 ± 0.020.13 ± 0.020.17 ± 0.05
Veteran0.39 ± 0.010.31 ± 0.050.34 ± 0.040.40 ± 0.090.29 ± 0.010.29 ± 0.010.29 ± 0.010.39 ± 0.120.34 ± 0.120.26 ± 0.08
Vowel0.13 ± 0.000.09 ± 0.010.04 ± 0.010.00 ± 0.000.03 ± 0.000.02 ± 0.000.01 ± 0.000.02 ± 0.010.02 ± 0.000.12 ± 0.01
Wall-following0.16 ± 0.000.24 ± 0.000.00 ± 0.000.06 ± 0.010.05 ± 0.010.05 ± 0.010.04 ± 0.010.07 ± 0.010.07 ± 0.010.12 ± 0.01
Waveform-noise0.37 ± 0.000.14 ± 0.010.17 ± 0.010.18 ± 0.010.09 ± 0.010.10 ± 0.010.10 ± 0.010.11 ± 0.010.11 ± 0.010.31 ± 0.02
Waveform0.34 ± 0.000.13 ± 0.010.17 ± 0.010.15 ± 0.010.09 ± 0.010.10 ± 0.010.10 ± 0.010.11 ± 0.010.11 ± 0.010.32 ± 0.01
Wbc0.10 ± 0.010.03 ± 0.010.09 ± 0.020.05 ± 0.020.02 ± 0.020.02 ± 0.020.02 ± 0.020.04 ± 0.010.04 ± 0.020.09 ± 0.03
Wdbc0.25 ± 0.020.07 ± 0.040.07 ± 0.040.04 ± 0.020.37 ± 0.010.37 ± 0.010.37 ± 0.010.03 ± 0.020.04 ± 0.020.10 ± 0.03
Weathernominal0.45 ± 0.150.42 ± 0.160.36 ± 0.340.48 ± 0.240.30 ± 0.350.40 ± 0.390.25 ± 0.350.25 ± 0.350.25 ± 0.350.55 ± 0.44
Weathernumeric0.55 ± 0.160.45 ± 0.180.24 ± 0.330.24 ± 0.300.30 ± 0.350.50 ± 0.470.50 ± 0.470.28 ± 0.390.29 ± 0.400.55 ± 0.44
Website-phishingdata0.29 ± 0.000.14 ± 0.010.08 ± 0.010.09 ± 0.010.10 ± 0.010.09 ± 0.010.08 ± 0.010.09 ± 0.010.08 ± 0.010.12 ± 0.01
Wholesalecustomersdata0.23 ± 0.020.12 ± 0.030.13 ± 0.030.12 ± 0.050.32 ± 0.010.32 ± 0.010.32 ± 0.010.11 ± 0.030.11 ± 0.030.10 ± 0.04
Wifi-localization0.20 ± 0.000.01 ± 0.000.02 ± 0.000.01 ± 0.000.10 ± 0.010.10 ± 0.010.10 ± 0.010.01 ± 0.000.01 ± 0.000.11 ± 0.02
Wilt0.10 ± 0.000.17 ± 0.010.02 ± 0.000.05 ± 0.010.05 ± 0.000.05 ± 0.000.05 ± 0.000.03 ± 0.000.02 ± 0.000.06 ± 0.00
Wine-quality-red0.18 ± 0.000.18 ± 0.010.14 ± 0.010.12 ± 0.010.12 ± 0.010.12 ± 0.010.12 ± 0.010.17 ± 0.010.16 ± 0.010.15 ± 0.01
Wine-quality-white0.17 ± 0.000.17 ± 0.000.13 ± 0.010.10 ± 0.010.12 ± 0.010.12 ± 0.010.12 ± 0.010.16 ± 0.000.16 ± 0.000.15 ± 0.01
Wine0.23 ± 0.010.02 ± 0.030.05 ± 0.030.04 ± 0.030.01 ± 0.020.01 ± 0.020.01 ± 0.020.02 ± 0.020.02 ± 0.020.15 ± 0.06
Yamilnaduelectricty0.09 ± 0.000.09 ± 0.000.09 ± 0.000.08 ± 0.000.09 ± 0.000.09 ± 0.000.09 ± 0.000.09 ± 0.000.09 ± 0.000.09 ± 0.00
Yeast0.14 ± 0.000.10 ± 0.000.10 ± 0.010.10 ± 0.000.08 ± 0.010.08 ± 0.010.08 ± 0.010.10 ± 0.000.10 ± 0.000.12 ± 0.01
Youtobe-kabita-preprocessing0.23 ± 0.000.21 ± 0.000.21 ± 0.000.20 ± 0.000.18 ± 0.010.18 ± 0.010.18 ± 0.010.22 ± 0.000.21 ± 0.000.19 ± 0.01
Youtobe-nisha-preprocessing0.22 ± 0.000.21 ± 0.000.20 ± 0.000.20 ± 0.000.17 ± 0.010.17 ± 0.010.17 ± 0.010.21 ± 0.000.21 ± 0.000.20 ± 0.00
Z-alizadehsani0.39 ± 0.010.20 ± 0.060.24 ± 0.080.22 ± 0.070.29 ± 0.010.29 ± 0.010.29 ± 0.010.17 ± 0.070.18 ± 0.060.29 ± 0.05
Zoo0.14 ± 0.010.01 ± 0.020.02 ± 0.020.02 ± 0.010.02 ± 0.020.02 ± 0.020.02 ± 0.020.02 ± 0.020.02 ± 0.020.08 ± 0.03
Average mae (rank)0.2672 (10)0.1947 (9)0.1550 (3)0.1576 (4)0.1695 (7)0.1662 (6)0.1643 (5)0.1494 (2)0.1476 (1)0.1913 (8)
Average mae std (rank)0.0120 (1)0.0374 (6)0.0372 (5)0.0431 (9)0.0318 (2)0.0345 (3)0.0350 (4)0.0400 (7)0.0413 (8)0.0438 (10)