Learning rate 0.2
Method MLP
Max. iterations 1000
Learning rate 0.200000
nodes range 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
Precision (eps) 0.001000
| Dataset | Model |
| | acc. | std. | #K | | | | | |
| bitsymmetry20x1000 | 67.0 | 7.9 | 1 | | | | | |
| bitsymmetry20x1000 | 85.0 | 15.7 | 2 | | | | | |
| bitsymmetry20x1000 | 92.1 | 10.7 | 3 | | | | | |
| bitsymmetry20x1000 | 89.1 | 14.7 | 4 | | | | | |
| bitsymmetry20x1000 | 88.3 | 16.5 | 5 | | | | | |
| bitsymmetry20x1000 | 89.8 | 14.4 | 6 | | | | | |
| bitsymmetry20x1000 | 93.4 | 9.0 | 7 | | | | | |
| bitsymmetry20x1000 | 95.9 | 4.7 | 8 | | | | | |
| bitsymmetry20x1000 | 94.8 | 4.0 | 9 | | | | | |
| bitsymmetry20x1000 | 95.2 | 2.4 | 10 | | | | | |
| bitsymmetry20x1000 | 94.4 | 4.9 | 11 | | | | | |
| bitsymmetry20x1000 | 90.5 | 13.4 | 12 | | | | | |
| bitsymmetry20x1000 | 97.6 | 1.9 | 13 | | | | | |
| bitsymmetry20x1000 | 95.2 | 4.9 | 14 | | | | | |
| bitsymmetry20x1000 | 95.7 | 4.3 | 15 | | | | | |
| bitsymmetry20x1000 | 96.6 | 2.3 | 16 | | | | | |
| bitsymmetry20x1000 | 95.3 | 5.7 | 17 | | | | | |
| bitsymmetry20x1000 | 96.3 | 4.0 | 18 | | | | | |
| bitsymmetry20x1000 | 94.9 | 5.3 | 19 | | | | | |
| bitsymmetry20x1000 | 97.4 | 3.6 | 20 | | | | | |
| parity-10 | 51.8 | 5.5 | 1 | | | | | |
| parity-10 | 53.7 | 9.1 | 2 | | | | | |
| parity-10 | 62.5 | 17.8 | 3 | | | | | |
| parity-10 | 75.2 | 18.1 | 4 | | | | | |
| parity-10 | 66.3 | 21.2 | 5 | | | | | |
| parity-10 | 55.0 | 16.1 | 6 | | | | | |
| parity-10 | 72.5 | 18.9 | 7 | | | | | |
| parity-10 | 72.0 | 19.0 | 8 | | | | | |
| parity-10 | 68.7 | 15.7 | 9 | | | | | |
| parity-10 | 78.1 | 17.6 | 10 | | | | | |
| parity-10 | 76.9 | 22.8 | 11 | | | | | |
| parity-10 | 79.1 | 16.7 | 12 | | | | | |
| parity-10 | 79.8 | 21.6 | 13 | | | | | |
| parity-10 | 82.9 | 17.2 | 14 | | | | | |
| parity-10 | 73.0 | 10.8 | 15 | | | | | |
| parity-10 | 79.0 | 13.8 | 16 | | | | | |
| parity-10 | 72.9 | 12.6 | 17 | | | | | |
| parity-10 | 77.6 | 16.9 | 18 | | | | | |
| parity-10 | 79.5 | 12.4 | 19 | | | | | |
| parity-10 | 72.5 | 14.7 | 20 | | | | | |
Method MLP
Max. iterations 1000
Learning rate 0.200000
nodes range 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
Precision (eps) 0.001000
| Dataset | Model |
| | acc. | std. | #K | | | | | |
| appendi | 85.8 | 9.0 | 1 | | | | | |
| appendi | 86.8 | 4.5 | 2 | | | | | |
| appendi | 87.8 | 10.1 | 3 | | | | | |
| appendi | 85.0 | 7.2 | 4 | | | | | |
| appendi | 85.0 | 7.4 | 5 | | | | | |
| appendi | 80.9 | 7.8 | 6 | | | | | |
| appendi | 83.9 | 6.0 | 7 | | | | | |
| appendi | 84.7 | 11.6 | 8 | | | | | |
| appendi | 82.5 | 9.2 | 9 | | | | | |
| appendi | 83.9 | 7.3 | 10 | | | | | |
| appendi | 84.8 | 9.8 | 11 | | | | | |
| appendi | 82.3 | 8.9 | 12 | | | | | |
| appendi | 82.2 | 12.7 | 13 | | | | | |
| appendi | 83.1 | 9.8 | 14 | | | | | |
| appendi | 85.1 | 9.3 | 15 | | | | | |
| appendi | 82.6 | 9.8 | 16 | | | | | |
| appendi | 82.2 | 9.4 | 17 | | | | | |
| appendi | 81.9 | 8.0 | 18 | | | | | |
| appendi | 87.9 | 8.1 | 19 | | | | | |
| appendi | 78.5 | 8.1 | 20 | | | | | |
| australian-statlog | 84.1 | 4.7 | 1 | | | | | |
| australian-statlog | 86.8 | 4.9 | 2 | | | | | |
| australian-statlog | 84.9 | 3.9 | 3 | | | | | |
| australian-statlog | 84.5 | 5.8 | 4 | | | | | |
| australian-statlog | 85.0 | 4.4 | 5 | | | | | |
| australian-statlog | 85.4 | 3.5 | 6 | | | | | |
| australian-statlog | 85.8 | 4.9 | 7 | | | | | |
| australian-statlog | 84.3 | 3.3 | 8 | | | | | |
| australian-statlog | 86.2 | 5.0 | 9 | | | | | |
| australian-statlog | 84.8 | 4.0 | 10 | | | | | |
| australian-statlog | 84.2 | 4.8 | 11 | | | | | |
| australian-statlog | 85.1 | 4.0 | 12 | | | | | |
| australian-statlog | 84.8 | 4.5 | 13 | | | | | |
| australian-statlog | 86.2 | 4.2 | 14 | | | | | |
| australian-statlog | 86.1 | 5.1 | 15 | | | | | |
| australian-statlog | 83.8 | 3.8 | 16 | | | | | |
| australian-statlog | 85.2 | 2.7 | 17 | | | | | |
| australian-statlog | 86.4 | 2.7 | 18 | | | | | |
| australian-statlog | 85.1 | 3.2 | 19 | | | | | |
| australian-statlog | 86.7 | 3.1 | 20 | | | | | |
| breast-cancer-wisconsin-nomis | 96.9 | 1.0 | 1 | | | | | |
| breast-cancer-wisconsin-nomis | 95.9 | 2.0 | 2 | | | | | |
| breast-cancer-wisconsin-nomis | 95.6 | 3.0 | 3 | | | | | |
| breast-cancer-wisconsin-nomis | 95.8 | 2.1 | 4 | | | | | |
| breast-cancer-wisconsin-nomis | 95.9 | 2.8 | 5 | | | | | |
| breast-cancer-wisconsin-nomis | 95.9 | 2.2 | 6 | | | | | |
| breast-cancer-wisconsin-nomis | 96.5 | 2.0 | 7 | | | | | |
| breast-cancer-wisconsin-nomis | 95.8 | 2.1 | 8 | | | | | |
| breast-cancer-wisconsin-nomis | 96.8 | 3.2 | 9 | | | | | |
| breast-cancer-wisconsin-nomis | 96.4 | 4.4 | 10 | | | | | |
| breast-cancer-wisconsin-nomis | 95.9 | 1.8 | 11 | | | | | |
| breast-cancer-wisconsin-nomis | 97.4 | 1.8 | 12 | | | | | |
| breast-cancer-wisconsin-nomis | 96.3 | 1.5 | 13 | | | | | |
| breast-cancer-wisconsin-nomis | 95.9 | 3.2 | 14 | | | | | |
| breast-cancer-wisconsin-nomis | 95.9 | 2.1 | 15 | | | | | |
| breast-cancer-wisconsin-nomis | 96.8 | 2.9 | 16 | | | | | |
| breast-cancer-wisconsin-nomis | 95.6 | 2.0 | 17 | | | | | |
| breast-cancer-wisconsin-nomis | 96.3 | 1.8 | 18 | | | | | |
| breast-cancer-wisconsin-nomis | 96.2 | 2.7 | 19 | | | | | |
| breast-cancer-wisconsin-nomis | 95.6 | 2.3 | 20 | | | | | |
| heart-statlog | 79.6 | 9.8 | 1 | | | | | |
| heart-statlog | 78.1 | 6.5 | 2 | | | | | |
| heart-statlog | 78.9 | 8.1 | 3 | | | | | |
| heart-statlog | 81.5 | 10.6 | 4 | | | | | |
| heart-statlog | 75.2 | 4.4 | 5 | | | | | |
| heart-statlog | 75.6 | 6.9 | 6 | | | | | |
| heart-statlog | 73.7 | 6.5 | 7 | | | | | |
| heart-statlog | 78.5 | 9.2 | 8 | | | | | |
| heart-statlog | 79.3 | 5.5 | 9 | | | | | |
| heart-statlog | 78.5 | 4.9 | 10 | | | | | |
| heart-statlog | 75.9 | 8.0 | 11 | | | | | |
| heart-statlog | 77.8 | 5.2 | 12 | | | | | |
| heart-statlog | 74.8 | 8.4 | 13 | | | | | |
| heart-statlog | 74.8 | 6.4 | 14 | | | | | |
| heart-statlog | 76.3 | 5.3 | 15 | | | | | |
| heart-statlog | 76.7 | 5.5 | 16 | | | | | |
| heart-statlog | 76.7 | 7.8 | 17 | | | | | |
| heart-statlog | 75.9 | 8.0 | 18 | | | | | |
| heart-statlog | 75.9 | 8.2 | 19 | | | | | |
| heart-statlog | 72.6 | 7.8 | 20 | | | | | |
| ionosphere | 74.4 | 11.8 | 1 | | | | | |
| ionosphere | 77.5 | 7.6 | 2 | | | | | |
| ionosphere | 78.9 | 7.6 | 3 | | | | | |
| ionosphere | 72.5 | 9.0 | 4 | | | | | |
| ionosphere | 81.5 | 5.5 | 5 | | | | | |
| ionosphere | 74.0 | 11.1 | 6 | | | | | |
| ionosphere | 75.5 | 9.6 | 7 | | | | | |
| ionosphere | 77.5 | 7.2 | 8 | | | | | |
| ionosphere | 77.4 | 13.5 | 9 | | | | | |
| ionosphere | 76.4 | 13.1 | 10 | | | | | |
| ionosphere | 76.1 | 14.3 | 11 | | | | | |
| ionosphere | 77.9 | 10.8 | 12 | | | | | |
| ionosphere | 75.5 | 15.9 | 13 | | | | | |
| ionosphere | 76.5 | 9.2 | 14 | | | | | |
| ionosphere | 78.5 | 8.4 | 15 | | | | | |
| ionosphere | 65.9 | 10.1 | 16 | | | | | |
| ionosphere | 75.0 | 7.4 | 17 | | | | | |
| ionosphere | 73.5 | 7.5 | 18 | | | | | |
| ionosphere | 69.2 | 13.2 | 19 | | | | | |
| ionosphere | 71.1 | 9.8 | 20 | | | | | |
| lbreast-nomis | 72.2 | 6.7 | 1 | | | | | |
| lbreast-nomis | 70.0 | 10.4 | 2 | | | | | |
| lbreast-nomis | 67.8 | 9.1 | 3 | | | | | |
| lbreast-nomis | 72.9 | 8.2 | 4 | | | | | |
| lbreast-nomis | 70.1 | 7.5 | 5 | | | | | |
| lbreast-nomis | 70.8 | 8.7 | 6 | | | | | |
| lbreast-nomis | 71.9 | 5.0 | 7 | | | | | |
| lbreast-nomis | 71.5 | 3.8 | 8 | | | | | |
| lbreast-nomis | 71.0 | 10.3 | 9 | | | | | |
| lbreast-nomis | 70.4 | 6.9 | 10 | | | | | |
| lbreast-nomis | 66.8 | 8.5 | 11 | | | | | |
| lbreast-nomis | 71.1 | 7.4 | 12 | | | | | |
| lbreast-nomis | 71.2 | 7.3 | 13 | | | | | |
| lbreast-nomis | 71.1 | 6.0 | 14 | | | | | |
| lbreast-nomis | 71.4 | 6.4 | 15 | | | | | |
| lbreast-nomis | 70.8 | 8.7 | 16 | | | | | |
| lbreast-nomis | 69.7 | 7.9 | 17 | | | | | |
| lbreast-nomis | 70.4 | 4.3 | 18 | | | | | |
| lbreast-nomis | 71.5 | 10.4 | 19 | | | | | |
| lbreast-nomis | 71.8 | 8.2 | 20 | | | | | |
| voting | 95.9 | 2.4 | 1 | | | | | |
| voting | 93.6 | 4.9 | 2 | | | | | |
| voting | 94.9 | 3.5 | 3 | | | | | |
| voting | 94.5 | 4.1 | 4 | | | | | |
| voting | 95.6 | 2.6 | 5 | | | | | |
| voting | 94.2 | 4.9 | 6 | | | | | |
| voting | 95.6 | 1.6 | 7 | | | | | |
| voting | 93.6 | 3.8 | 8 | | | | | |
| voting | 94.7 | 4.1 | 9 | | | | | |
| voting | 92.9 | 4.1 | 10 | | | | | |
| voting | 95.0 | 2.6 | 11 | | | | | |
| voting | 94.7 | 2.7 | 12 | | | | | |
| voting | 95.6 | 2.4 | 13 | | | | | |
| voting | 92.9 | 4.6 | 14 | | | | | |
| voting | 94.3 | 3.5 | 15 | | | | | |
| voting | 95.4 | 3.3 | 16 | | | | | |
| voting | 94.7 | 3.7 | 17 | | | | | |
| voting | 96.1 | 1.5 | 18 | | | | | |
| voting | 94.0 | 3.5 | 19 | | | | | |
| voting | 92.6 | 2.9 | 20 | | | | | |
Learning raate 0.5
Method MLP
Max. iterations 1000
Learning rate 0.500000
nodes range 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
Precision (eps) 0.001000
| Dataset | Model |
| | acc. | std. | #K | | | | | |
| bitsymmetry20x1000 | 58.6 | 9.4 | 1 | | | | | |
| bitsymmetry20x1000 | 82.1 | 18.5 | 2 | | | | | |
| bitsymmetry20x1000 | 89.5 | 15.2 | 3 | | | | | |
| bitsymmetry20x1000 | 94.7 | 6.8 | 4 | | | | | |
| bitsymmetry20x1000 | 90.7 | 9.3 | 5 | | | | | |
| bitsymmetry20x1000 | 95.0 | 2.4 | 6 | | | | | |
| bitsymmetry20x1000 | 96.4 | 1.7 | 7 | | | | | |
| bitsymmetry20x1000 | 95.2 | 4.0 | 8 | | | | | |
| bitsymmetry20x1000 | 95.0 | 3.0 | 9 | | | | | |
| bitsymmetry20x1000 | 95.6 | 2.5 | 10 | | | | | |
| bitsymmetry20x1000 | 95.5 | 1.7 | 11 | | | | | |
| bitsymmetry20x1000 | 95.7 | 3.3 | 12 | | | | | |
| bitsymmetry20x1000 | 97.8 | 1.7 | 13 | | | | | |
| bitsymmetry20x1000 | 96.5 | 1.9 | 14 | | | | | |
| bitsymmetry20x1000 | 95.5 | 6.9 | 15 | | | | | |
| bitsymmetry20x1000 | 96.6 | 2.2 | 16 | | | | | |
| bitsymmetry20x1000 | 97.2 | 2.4 | 17 | | | | | |
| bitsymmetry20x1000 | 96.7 | 2.3 | 18 | | | | | |
| bitsymmetry20x1000 | 91.4 | 13.9 | 19 | | | | | |
| bitsymmetry20x1000 | 93.7 | 7.9 | 20 | | | | | |
| parity-10 | 49.2 | 3.5 | 1 | | | | | |
| parity-10 | 63.7 | 17.4 | 2 | | | | | |
| parity-10 | 54.4 | 10.9 | 3 | | | | | |
| parity-10 | 69.0 | 17.1 | 4 | | | | | |
| parity-10 | 74.8 | 18.4 | 5 | | | | | |
| parity-10 | 72.7 | 18.3 | 6 | | | | | |
| parity-10 | 69.8 | 13.7 | 7 | | | | | |
| parity-10 | 74.6 | 17.1 | 8 | | | | | |
| parity-10 | 76.0 | 20.9 | 9 | | | | | |
| parity-10 | 69.9 | 18.3 | 10 | | | | | |
| parity-10 | 70.6 | 21.4 | 11 | | | | | |
| parity-10 | 81.2 | 14.8 | 12 | | | | | |
| parity-10 | 79.0 | 17.7 | 13 | | | | | |
| parity-10 | 81.0 | 17.9 | 14 | | | | | |
| parity-10 | 78.8 | 16.3 | 15 | | | | | |
| parity-10 | 82.5 | 19.6 | 16 | | | | | |
| parity-10 | 78.5 | 16.6 | 17 | | | | | |
| parity-10 | 75.1 | 17.4 | 18 | | | | | |
| parity-10 | 73.9 | 17.7 | 19 | | | | | |
| parity-10 | 72.6 | 16.4 | 20 | | | | | |
Ze zmienna stałą uczenia
Method MLP
Max. iterations 1000
nodes range 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
Precision (eps) 0.001000
10CV stratified
| Dataset | Model |
| | acc. | std. | #K | | | | | |
| appendi | 80.0 | 18.2 | 1 | | | | | |
| appendi | 85.8 | 7.5 | 2 | | | | | |
| appendi | 88.8 | 10.0 | 3 | | | | | |
| appendi | 82.7 | 12.3 | 4 | | | | | |
| appendi | 87.8 | 9.4 | 5 | | | | | |
| appendi | 81.0 | 6.3 | 6 | | | | | |
| appendi | 84.0 | 5.8 | 7 | | | | | |
| appendi | 84.0 | 10.5 | 8 | | | | | |
| appendi | 84.9 | 7.4 | 9 | | | | | |
| appendi | 86.1 | 8.5 | 10 | | | | | |
| appendi | 87.0 | 8.4 | 11 | | | | | |
| appendi | 82.1 | 10.8 | 12 | | | | | |
| appendi | 80.0 | 11.1 | 13 | | | | | |
| appendi | 82.5 | 8.8 | 14 | | | | | |
| appendi | 82.3 | 10.1 | 15 | | | | | |
| appendi | 83.9 | 7.5 | 16 | | | | | |
| appendi | 81.1 | 12.6 | 17 | | | | | |
| appendi | 78.0 | 12.9 | 18 | | | | | |
| appendi | 84.2 | 13.0 | 19 | | | | | |
| appendi | 80.1 | 11.6 | 20 | | | | | |
| australian-statlog | 84.5 | 3.5 | 1 | | | | | |
| australian-statlog | 85.5 | 5.0 | 2 | | | | | |
| australian-statlog | 84.8 | 5.1 | 3 | | | | | |
| australian-statlog | 85.9 | 5.1 | 4 | | | | | |
| australian-statlog | 85.8 | 3.9 | 5 | | | | | |
| australian-statlog | 85.1 | 4.9 | 6 | | | | | |
| australian-statlog | 87.2 | 3.2 | 7 | | | | | |
| australian-statlog | 85.7 | 2.7 | 8 | | | | | |
| australian-statlog | 85.9 | 3.9 | 9 | | | | | |
| australian-statlog | 87.3 | 3.8 | 10 | | | | | |
| australian-statlog | 85.2 | 3.1 | 11 | | | | | |
| australian-statlog | 86.1 | 3.7 | 12 | | | | | |
| australian-statlog | 84.9 | 3.7 | 13 | | | | | |
| australian-statlog | 85.7 | 3.3 | 14 | | | | | |
| australian-statlog | 85.5 | 3.6 | 15 | | | | | |
| australian-statlog | 84.5 | 5.2 | 16 | | | | | |
| australian-statlog | 83.9 | 3.8 | 17 | | | | | |
| australian-statlog | 84.8 | 4.9 | 18 | | | | | |
| australian-statlog | 85.4 | 3.6 | 19 | | | | | |
| australian-statlog | 85.8 | 2.5 | 20 | | | | | |
| bitsymmetry20x1000 | 69.1 | 6.7 | 1 | | | | | |
| bitsymmetry20x1000 | 90.6 | 13.1 | 2 | | | | | |
| bitsymmetry20x1000 | 83.6 | 15.4 | 3 | | | | | |
| bitsymmetry20x1000 | 94.0 | 5.3 | 4 | | | | | |
| bitsymmetry20x1000 | 95.6 | 1.9 | 5 | | | | | |
| bitsymmetry20x1000 | 93.3 | 9.4 | 6 | | | | | |
| bitsymmetry20x1000 | 92.0 | 3.5 | 7 | | | | | |
| bitsymmetry20x1000 | 91.3 | 9.4 | 8 | | | | | |
| bitsymmetry20x1000 | 90.3 | 16.0 | 9 | | | | | |
| bitsymmetry20x1000 | 91.2 | 13.9 | 10 | | | | | |
| bitsymmetry20x1000 | 96.3 | 2.6 | 11 | | | | | |
| bitsymmetry20x1000 | 95.7 | 2.4 | 12 | | | | | |
| bitsymmetry20x1000 | 92.7 | 12.8 | 13 | | | | | |
| bitsymmetry20x1000 | 94.7 | 2.9 | 14 | | | | | |
| bitsymmetry20x1000 | 96.3 | 3.0 | 15 | | | | | |
| bitsymmetry20x1000 | 97.3 | 1.6 | 16 | | | | | |
| bitsymmetry20x1000 | 96.4 | 3.6 | 17 | | | | | |
| bitsymmetry20x1000 | 91.4 | 6.9 | 18 | | | | | |
| bitsymmetry20x1000 | 96.2 | 2.5 | 19 | | | | | |
| bitsymmetry20x1000 | 89.5 | 14.0 | 20 | | | | | |
| breast-cancer-wisconsin-nomis | 96.5 | 3.3 | 1 | | | | | |
| breast-cancer-wisconsin-nomis | 96.5 | 2.2 | 2 | | | | | |
| breast-cancer-wisconsin-nomis | 95.9 | 1.4 | 3 | | | | | |
| breast-cancer-wisconsin-nomis | 96.9 | 2.1 | 4 | | | | | |
| breast-cancer-wisconsin-nomis | 96.5 | 2.2 | 5 | | | | | |
| breast-cancer-wisconsin-nomis | 95.9 | 1.8 | 6 | | | | | |
| breast-cancer-wisconsin-nomis | 95.9 | 2.2 | 7 | | | | | |
| breast-cancer-wisconsin-nomis | 96.6 | 3.0 | 8 | | | | | |
| breast-cancer-wisconsin-nomis | 95.6 | 2.4 | 9 | | | | | |
| breast-cancer-wisconsin-nomis | 95.9 | 2.2 | 10 | | | | | |
| breast-cancer-wisconsin-nomis | 96.2 | 2.8 | 11 | | | | | |
| breast-cancer-wisconsin-nomis | 96.3 | 2.7 | 12 | | | | | |
| breast-cancer-wisconsin-nomis | 95.6 | 2.6 | 13 | | | | | |
| breast-cancer-wisconsin-nomis | 95.9 | 3.0 | 14 | | | | | |
| breast-cancer-wisconsin-nomis | 95.9 | 1.6 | 15 | | | | | |
| breast-cancer-wisconsin-nomis | 96.6 | 2.0 | 16 | | | | | |
| breast-cancer-wisconsin-nomis | 96.5 | 1.9 | 17 | | | | | |
| breast-cancer-wisconsin-nomis | 95.7 | 2.1 | 18 | | | | | |
| breast-cancer-wisconsin-nomis | 96.1 | 2.5 | 19 | | | | | |
| breast-cancer-wisconsin-nomis | 96.3 | 2.5 | 20 | | | | | |
| heart-statlog | 78.5 | 6.2 | 1 | | | | | |
| heart-statlog | 78.1 | 9.6 | 2 | | | | | |
| heart-statlog | 78.9 | 7.8 | 3 | | | | | |
| heart-statlog | 82.2 | 3.2 | 4 | | | | | |
| heart-statlog | 78.1 | 8.0 | 5 | | | | | |
| heart-statlog | 81.5 | 6.4 | 6 | | | | | |
| heart-statlog | 80.7 | 7.7 | 7 | | | | | |
| heart-statlog | 81.1 | 8.2 | 8 | | | | | |
| heart-statlog | 77.0 | 7.2 | 9 | | | | | |
| heart-statlog | 77.8 | 8.4 | 10 | | | | | |
| heart-statlog | 78.1 | 9.6 | 11 | | | | | |
| heart-statlog | 78.9 | 11.0 | 12 | | | | | |
| heart-statlog | 79.3 | 11.5 | 13 | | | | | |
| heart-statlog | 75.6 | 8.8 | 14 | | | | | |
| heart-statlog | 75.6 | 8.5 | 15 | | | | | |
| heart-statlog | 74.1 | 8.9 | 16 | | | | | |
| heart-statlog | 79.3 | 10.2 | 17 | | | | | |
| heart-statlog | 77.8 | 9.2 | 18 | | | | | |
| heart-statlog | 79.3 | 7.4 | 19 | | | | | |
| heart-statlog | 71.5 | 5.0 | 20 | | | | | |
| ionosphere | 77.6 | 12.0 | 1 | | | | | |
| ionosphere | 76.0 | 7.8 | 2 | | | | | |
| ionosphere | 79.6 | 9.8 | 3 | | | | | |
| ionosphere | 76.9 | 8.6 | 4 | | | | | |
| ionosphere | 78.9 | 12.9 | 5 | | | | | |
| ionosphere | 81.1 | 5.6 | 6 | | | | | |
| ionosphere | 83.5 | 10.7 | 7 | | | | | |
| ionosphere | 77.0 | 8.1 | 8 | | | | | |
| ionosphere | 73.6 | 9.4 | 9 | | | | | |
| ionosphere | 77.4 | 9.2 | 10 | | | | | |
| ionosphere | 78.0 | 8.4 | 11 | | | | | |
| ionosphere | 76.5 | 8.7 | 12 | | | | | |
| ionosphere | 77.0 | 7.4 | 13 | | | | | |
| ionosphere | 73.0 | 8.9 | 14 | | | | | |
| ionosphere | 71.0 | 8.3 | 15 | | | | | |
| ionosphere | 74.4 | 11.9 | 16 | | | | | |
| ionosphere | 75.5 | 8.2 | 17 | | | | | |
| ionosphere | 72.5 | 7.5 | 18 | | | | | |
| ionosphere | 72.0 | 9.8 | 19 | | | | | |
| ionosphere | 79.0 | 6.5 | 20 | | | | | |
| lbreast-nomis | 70.7 | 4.3 | 1 | | | | | |
| lbreast-nomis | 70.4 | 8.5 | 2 | | | | | |
| lbreast-nomis | 71.8 | 7.5 | 3 | | | | | |
| lbreast-nomis | 71.1 | 6.4 | 4 | | | | | |
| lbreast-nomis | 71.2 | 8.4 | 5 | | | | | |
| lbreast-nomis | 70.8 | 4.7 | 6 | | | | | |
| lbreast-nomis | 67.9 | 5.9 | 7 | | | | | |
| lbreast-nomis | 68.9 | 10.3 | 8 | | | | | |
| lbreast-nomis | 70.4 | 4.3 | 9 | | | | | |
| lbreast-nomis | 66.2 | 9.1 | 10 | | | | | |
| lbreast-nomis | 68.2 | 6.8 | 11 | | | | | |
| lbreast-nomis | 64.3 | 8.5 | 12 | | | | | |
| lbreast-nomis | 71.5 | 8.3 | 13 | | | | | |
| lbreast-nomis | 66.7 | 6.7 | 14 | | | | | |
| lbreast-nomis | 70.1 | 4.2 | 15 | | | | | |
| lbreast-nomis | 71.5 | 6.5 | 16 | | | | | |
| lbreast-nomis | 71.8 | 6.9 | 17 | | | | | |
| lbreast-nomis | 70.8 | 6.5 | 18 | | | | | |
| lbreast-nomis | 68.2 | 6.8 | 19 | | | | | |
| lbreast-nomis | 70.8 | 4.3 | 20 | | | | | |
| parity-10 | 51.2 | 6.0 | 1 | | | | | |
| parity-10 | 52.5 | 6.6 | 2 | | | | | |
| parity-10 | 54.3 | 12.5 | 3 | | | | | |
| parity-10 | 72.6 | 14.5 | 4 | | | | | |
| parity-10 | 69.6 | 18.5 | 5 | | | | | |
| parity-10 | 71.5 | 18.7 | 6 | | | | | |
| parity-10 | 75.5 | 18.6 | 7 | | | | | |
| parity-10 | 64.4 | 17.2 | 8 | | | | | |
| parity-10 | 74.3 | 18.9 | 9 | | | | | |
| parity-10 | 83.9 | 16.3 | 10 | | | | | |
| parity-10 | 71.9 | 16.9 | 11 | | | | | |
| parity-10 | 77.3 | 18.1 | 12 | | | | | |
| parity-10 | 70.5 | 16.6 | 13 | | | | | |
| parity-10 | 74.6 | 16.3 | 14 | | | | | |
| parity-10 | 84.0 | 15.9 | 15 | | | | | |
| parity-10 | 73.9 | 20.8 | 16 | | | | | |
| parity-10 | 89.1 | 14.7 | 17 | | | | | |
| parity-10 | 79.4 | 16.6 | 18 | | | | | |
| parity-10 | 77.7 | 11.6 | 19 | | | | | |
| parity-10 | 80.6 | 18.0 | 20 | | | | | |
| parity-8 | 46.8 | 10.1 | 1 | | | | | |
| parity-8 | 55.0 | 5.9 | 2 | | | | | |
| parity-8 | 65.2 | 18.2 | 3 | | | | | |
| parity-8 | 50.8 | 18.2 | 4 | | | | | |
| parity-8 | 57.4 | 14.5 | 5 | | | | | |
| parity-8 | 63.8 | 17.2 | 6 | | | | | |
| parity-8 | 59.2 | 15.6 | 7 | | | | | |
| parity-8 | 62.7 | 15.3 | 8 | | | | | |
| parity-8 | 66.5 | 18.2 | 9 | | | | | |
| parity-8 | 62.5 | 14.3 | 10 | | | | | |
| parity-8 | 66.0 | 18.9 | 11 | | | | | |
| parity-8 | 58.4 | 19.3 | 12 | | | | | |
| parity-8 | 65.3 | 19.1 | 13 | | | | | |
| parity-8 | 68.4 | 15.4 | 14 | | | | | |
| parity-8 | 57.3 | 14.4 | 15 | | | | | |
| parity-8 | 65.6 | 14.5 | 16 | | | | | |
| parity-8 | 60.0 | 15.6 | 17 | | | | | |
| parity-8 | 59.8 | 13.4 | 18 | | | | | |
| parity-8 | 63.7 | 8.2 | 19 | | | | | |
| parity-8 | 56.7 | 9.4 | 20 | | | | | |
| voting | 94.5 | 3.2 | 1 | | | | | |
| voting | 94.3 | 3.3 | 2 | | | | | |
| voting | 94.5 | 4.0 | 3 | | | | | |
| voting | 94.9 | 2.9 | 4 | | | | | |
| voting | 94.7 | 3.7 | 5 | | | | | |
| voting | 95.6 | 1.6 | 6 | | | | | |
| voting | 95.4 | 2.5 | 7 | | | | | |
| voting | 94.7 | 3.3 | 8 | | | | | |
| voting | 94.5 | 3.4 | 9 | | | | | |
| voting | 94.2 | 3.0 | 10 | | | | | |
| voting | 92.8 | 3.2 | 11 | | | | | |
| voting | 94.2 | 3.5 | 12 | | | | | |
| voting | 94.9 | 3.4 | 13 | | | | | |
| voting | 94.3 | 3.6 | 14 | | | | | |
| voting | 95.6 | 3.5 | 15 | | | | | |
| voting | 94.0 | 4.0 | 16 | | | | | |
| voting | 93.8 | 2.8 | 17 | | | | | |
| voting | 94.5 | 3.0 | 18 | | | | | |
| voting | 93.6 | 4.5 | 19 | | | | | |
| voting | 95.6 | 4.0 | 20 | | | | | |