Edytuj stronę Odnośniki Fold/unfold all ODT export Ta strona jest tylko do odczytu. Możesz wyświetlić źródła tej strony ale nie możesz ich zmienić. ====== MLP with penalty ====== ==== appendi ==== ^ neurons ^ acc. ^ std. ^ | 1 | **87.7** | 8.7 | | 2 | 84.6 | 11.6 | | 3 | 82.9 | 7.4 | | 4 | 83.9 | 7.7 | | 5 | 85.0 | 6.5 | | 6 | 83.3 | 11.1 | | 7 | 86.9 | 11.6 | | 8 | 85.0 | 6.2 | | 9 | 84.8 | 13.6 | | 10 | 84.0 | 12.5 | | 11 | 85.1 | 9.8 | | 12 | 84.2 | 7.4 | | 13 | 84.1 | 11.6 | | 14 | 84.9 | 6.5 | | 15 | 83.9 | 6.4 | | 16 | 85.0 | 10.1 | | 17 | 83.9 | 12.9 | | 18 | 84.7 | 12.3 | | 19 | 82.9 | 6.1 | | 20 | 85.0 | 7.8 | ==== australian-statlog ==== ^ neurons ^ acc. ^ std. ^ | 1 | **86.5** | 5.2 | | 2 | 84.9 | 3.4 | | 3 | 85.1 | 4.2 | | 4 | 84.8 | 4.8 | | 5 | 84.9 | 4.6 | | 6 | 82.0 | 3.7 | | 7 | 83.5 | 4.5 | | 8 | 84.2 | 2.9 | | 9 | 83.2 | 4.4 | | 10 | 81.9 | 4.3 | | 11 | 81.7 | 4.6 | | 12 | 83.0 | 4.0 | | 13 | 82.6 | 3.9 | | 14 | 81.7 | 3.0 | | 15 | 81.0 | 3.1 | | 16 | 81.6 | 5.8 | | 17 | 82.8 | 4.0 | | 18 | 80.6 | 4.9 | | 19 | 81.7 | 6.3 | | 20 | 81.3 | 4.5 | ==== bitsymetry15x100 ==== ^ neurons ^ acc. ^ std. ^ | 1 | 72.0 | 13.2 | | 2 | **93.0** | 8.2 | | 3 | 85.0 | 9.7 | | 4 | 84.0 | 11.7 | | 5 | 84.0 | 12.7 | | 6 | 73.0 | 12.5 | | 7 | 61.0 | 15.9 | | 8 | 72.0 | 19.3 | | 9 | 66.0 | 15.1 | | 10 | 59.0 | 12.9 | | 11 | 65.0 | 14.3 | | 12 | 64.0 | 18.4 | | 13 | 73.0 | 17.0 | | 14 | 66.0 | 15.1 | | 15 | 65.0 | 17.8 | | 16 | 73.0 | 13.4 | | 17 | 71.0 | 11.0 | | 18 | 62.0 | 17.5 | | 19 | 61.0 | 16.6 | | 20 | 64.0 | 14.3 | ==== bitsymetry20x100 ==== ^ neurons ^ acc. ^ std. ^ | 1 | 54.0 | 14.3 | | 2 | 78.0 | 12.3 | | 3 | **81.0** | 17.9 | | 4 | 61.0 | 18.5 | | 5 | 67.0 | 14.9 | | 6 | 66.0 | 17.1 | | 7 | 55.0 | 21.2 | | 8 | 61.0 | 17.9 | | 9 | 56.0 | 21.7 | | 10 | 54.0 | 15.1 | | 11 | 59.0 | 26.0 | | 12 | 53.0 | 21.1 | | 13 | 58.0 | 18.1 | | 14 | 56.0 | 16.5 | | 15 | 56.0 | 20.7 | | 16 | 58.0 | 15.5 | | 17 | 57.0 | 11.6 | | 18 | 54.0 | 14.3 | | 19 | 56.0 | 14.3 | | 20 | 56.0 | 15.1 | ==== breast-cancer-wisconsin-nomis ==== ^ neurons ^ acc. ^ std. ^ | 1 | **96.2** | 1.7 | | 2 | 96.2 | 2.3 | | 3 | 95.9 | 2.9 | | 4 | 96.3 | 1.9 | | 5 | 96.0 | 2.8 | | 6 | 95.5 | 2.4 | | 7 | 95.8 | 1.3 | | 8 | 96.0 | 1.7 | | 9 | 95.5 | 2.1 | | 10 | 96.3 | 2.0 | | 11 | 96.2 | 2.7 | | 12 | 95.8 | 2.9 | | 13 | 96.0 | 2.6 | | 14 | 95.2 | 2.4 | | 15 | 96.0 | 2.1 | | 16 | 96.0 | 2.2 | | 17 | 96.3 | 2.0 | | 18 | 95.6 | 1.6 | | 19 | 95.2 | 2.2 | | 20 | 94.6 | 1.4 | ==== czerniak-trs ==== ^ neurons ^ acc. ^ std. ^ | 0 | 88.8 | 6.2 | | 1 | 75.6 | 10.9 | | 2 | **93.6** | 5.1 | | 3 | 94.8 | 5.0 | | 4 | 93.2 | 4.6 | | 5 | 93.6 | 5.7 | | 6 | 93.2 | 3.3 | | 7 | 94.8 | 5.3 | | 8 | 93.2 | 5.0 | | 9 | 93.6 | 4.7 | | 10 | 94.4 | 3.9 | | 11 | 92.4 | 5.2 | | 12 | 91.6 | 6.4 | | 13 | 94.8 | 2.7 | | 14 | 92.8 | 3.7 | | 15 | 94.8 | 4.6 | | 16 | 92.8 | 7.2 | | 17 | 92.8 | 4.1 | | 18 | 93.6 | 6.0 | | 19 | 92.8 | 6.2 | | 20 | 92.8 | 4.1 | ==== glass ==== ^ neurons ^ acc. ^ std. ^ | 0 | 60.7 | 7.0 | | 1 | 60.8 | 5.9 | | 2 | 58.9 | 7.0 | | 3 | 61.3 | 9.0 | | 4 | 64.6 | 12.1 | | 5 | 60.3 | 13.2 | | 6 | 67.5 | 13.2 | | 7 | 66.5 | 9.1 | | 8 | 68.3 | 7.5 | | 9 | 66.9 | 9.0 | | 10 | 65.8 | 10.2 | | 11 | **70.1** | 8.0 | | 12 | 67.3 | 9.2 | | 13 | 70.6 | 6.0 | | 14 | 67.8 | 9.7 | | 15 | 69.6 | 5.1 | | 16 | 68.6 | 6.9 | | 17 | 69.7 | 8.0 | | 18 | 69.7 | 9.9 | | 19 | 69.2 | 11.8 | | 20 | 68.8 | 11.8 | ==== heart-statlog ==== ^ neurons ^ acc. ^ std. ^ | 1 | **82.6** | 8.9 | | 2 | 80.0 | 6.8 | | 3 | 81.8 | 8.6 | | 4 | 78.5 | 7.2 | | 5 | 78.5 | 4.2 | | 6 | 77.4 | 7.5 | | 7 | 78.2 | 9.6 | | 8 | 78.2 | 6.6 | | 9 | 78.2 | 8.6 | | 10 | 80.4 | 10.8 | | 11 | 76.7 | 6.3 | | 12 | 79.6 | 5.6 | | 13 | 77.0 | 6.7 | | 14 | 76.3 | 8.2 | | 15 | 79.3 | 7.8 | | 16 | 80.0 | 5.3 | | 17 | 77.4 | 9.5 | | 18 | 78.2 | 9.5 | | 19 | 77.4 | 6.9 | | 20 | 80.4 | 8.7 | ==== ionosphere ==== ^ neurons ^ acc. ^ std. ^ | 1 | 79.4 | 7.3 | | 2 | **84.4** | 7.1 | | 3 | 83.4 | 4.1 | | 4 | 83.0 | 11.8 | | 5 | 81.4 | 4.8 | | 6 | 84.9 | 6.0 | | 7 | 84.9 | 6.7 | | 8 | 84.9 | 6.8 | | 9 | 83.5 | 8.8 | | 10 | 84.5 | 9.5 | | 11 | 83.4 | 7.5 | | 12 | 84.5 | 5.9 | | 13 | 84.4 | 7.7 | | 14 | 86.0 | 5.1 | | 15 | 85.0 | 8.5 | | 16 | 86.5 | 9.4 | | 17 | 83.5 | 11.6 | | 18 | 84.9 | 6.2 | | 19 | 87.0 | 6.3 | | 20 | 86.4 | 5.5 | ==== iris ==== ^ neurons ^ acc. ^ std. ^ | 0 | 93.3 | 6.3 | | 1 | 96.0 | 4.7 | | 2 | 96.7 | 4.7 | | 3 | 97.3 | 3.4 | | 4 | **98.0** | 4.5 | | 5 | 97.3 | 5.6 | | 6 | 98.0 | 4.5 | | 7 | 98.0 | 3.2 | | 8 | 96.0 | 6.4 | | 9 | 96.0 | 9.0 | | 10 | 97.3 | 3.4 | | 11 | 96.0 | 7.2 | | 12 | 97.3 | 3.4 | | 13 | 96.0 | 6.4 | | 14 | 98.0 | 4.5 | | 15 | 97.3 | 4.7 | | 16 | 97.3 | 3.4 | | 17 | 97.3 | 3.4 | | 18 | 97.3 | 6.4 | | 19 | 98.0 | 3.2 | | 20 | 97.3 | 4.7 | ==== led500 ==== ^ neurons ^ acc. ^ std. ^ | 0 | 71.2 | 6.1 | | 1 | 27.2 | 5.3 | | 2 | 50.6 | 4.6 | | 3 | 61.8 | 8.6 | | 4 | **69.2** | 6.7 | | 5 | 69.0 | 6.1 | | 6 | 69.4 | 7.1 | | 7 | 69.2 | 5.4 | | 8 | 68.2 | 5.8 | | 9 | 69.8 | 4.7 | | 10 | 69.2 | 7.4 | | 11 | 70.2 | 6.3 | | 12 | 69.4 | 5.2 | | 13 | 68.8 | 7.9 | | 14 | 69.4 | 4.7 | | 15 | 70.6 | 7.0 | | 16 | 69.6 | 6.8 | | 17 | 68.6 | 6.9 | | 18 | 69.0 | 6.3 | | 19 | 70.0 | 7.0 | | 20 | 69.8 | 5.4 | ==== lbreast-nomis ==== ^ neurons ^ acc. ^ std. ^ | 1 | **72.2** | 9.4 | | 2 | 70.8 | 4.8 | | 3 | 68.2 | 10.3 | | 4 | 68.6 | 8.6 | | 5 | 71.1 | 9.2 | | 6 | 65.0 | 7.2 | | 7 | 66.0 | 10.9 | | 8 | 67.2 | 8.7 | | 9 | 64.3 | 7.5 | | 10 | 64.6 | 9.8 | | 11 | 65.3 | 6.6 | | 12 | 66.8 | 7.5 | | 13 | 68.6 | 7.3 | | 14 | 65.4 | 5.6 | | 15 | 67.8 | 7.5 | | 16 | 68.2 | 6.1 | | 17 | 65.7 | 6.7 | | 18 | 70.3 | 7.4 | | 19 | 67.6 | 7.8 | | 20 | 64.6 | 7.3 | ==== parity-10 ==== ^ neurons ^ acc. ^ std. ^ | 1 | 55.9 | 4.2 | | 2 | 82.1 | 6.2 | | 3 | 89.0 | 7.5 | | 4 | 92.2 | 2.1 | | 5 | 95.4 | 2.3 | | 6 | 96.9 | 2.2 | | 7 | 98.5 | 1.1 | | 8 | 98.2 | 1.6 | | 9 | **99.0** | 1.3 | | 10 | 99.3 | 0.7 | | 11 | 98.5 | 2.0 | | 12 | 99.2 | 1.1 | | 13 | 99.2 | 0.9 | | 14 | 99.1 | 1.1 | | 15 | 99.2 | 0.9 | | 16 | 99.1 | 1.0 | | 17 | 98.0 | 1.8 | | 18 | 97.8 | 3.0 | | 19 | 99.2 | 0.9 | | 20 | 97.3 | 2.1 | ==== parity-8 ==== ^ neurons ^ acc. ^ std. ^ | 1 | 49.6 | 6.7 | | 2 | 80.8 | 10.0 | | 3 | 80.0 | 8.1 | | 4 | 92.6 | 5.4 | | 5 | 89.0 | 7.9 | | 6 | 96.9 | 3.1 | | 7 | **95.3** | 5.4 | | 8 | 93.8 | 7.1 | | 9 | 94.9 | 4.5 | | 10 | 95.0 | 5.7 | | 11 | 92.5 | 6.6 | | 12 | 91.0 | 7.3 | | 13 | 93.3 | 5.0 | | 14 | 91.4 | 9.8 | | 15 | 92.2 | 5.5 | | 16 | 89.5 | 6.3 | | 17 | 95.8 | 6.1 | | 18 | 91.4 | 6.2 | | 19 | 89.1 | 6.8 | | 20 | 94.9 | 5.0 | ==== voting ==== ^ neurons ^ acc. ^ std. ^ | 1 | **95.2** | 2.9 | | 2 | 93.3 | 3.3 | | 3 | 94.9 | 1.8 | | 4 | 94.7 | 2.5 | | 5 | 94.5 | 5.4 | | 6 | 94.5 | 4.8 | | 7 | 94.7 | 2.4 | | 8 | 94.7 | 2.4 | | 9 | 94.7 | 3.3 | | 10 | 94.9 | 4.2 | | 11 | 94.0 | 3.2 | | 12 | 95.4 | 2.9 | | 13 | 94.7 | 3.7 | | 14 | 94.5 | 3.8 | | 15 | 96.1 | 4.0 | | 16 | 94.7 | 3.0 | | 17 | 94.7 | 4.2 | | 18 | 94.3 | 1.6 | | 19 | 94.7 | 3.2 | | 20 | 94.7 | 4.3 | ==== wine ==== ^ neurons ^ acc. ^ std. ^ | 0 | **97.2** | 4.8 | | 1 | 83.1 | 5.9 | | 2 | 98.3 | 3.8 | | 3 | 98.3 | 2.7 | | 4 | 97.2 | 2.9 | | 5 | 97.2 | 4.0 | | 6 | 97.7 | 4.1 | | 7 | 97.7 | 3.0 | | 8 | 98.3 | 3.8 | | 9 | 96.0 | 7.0 | | 10 | 98.3 | 2.7 | | 11 | 97.8 | 2.9 | | 12 | 97.8 | 3.9 | | 13 | 97.8 | 2.9 | | 14 | 96.6 | 4.7 | | 15 | 98.3 | 2.7 | | 16 | 97.8 | 3.9 | | 17 | 97.8 | 2.9 | | 18 | 97.8 | 4.7 | | 19 | 98.3 | 2.7 | | 20 | 98.3 | 2.7 |