| Date: Thu, 19 May 1994 15:33:08 +0100 | From: Joao Gama | To: ronnyk@cs.stanford.edu | Subject: meta.data 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Cal5 0.000 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Itrule 0.467 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit LogDisc 0.779 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Discrim 0.779 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Dipol92 0.779 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Radial 1.090 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Cart 1.090 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Castle 1.324 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Bayes 1.557 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit IndCart 1.635 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit BackProp 1.791 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit C4.5 1.868 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Smart 2.102 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit BayTree 3.114 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit KNN 3.893 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Ac2 3.893 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit NewId 3.893 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit LVQ 5.138 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Alloc80 5.450 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Cn2 5.683 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit QuaDisc 5.917 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Default 24.057 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Cascade 67.655 690 690 14 2 4 0 1.2623 0.1024 0.7713 ? 1 ? 1.9701 12.5538 0.9912 2.3012 0.113 8.77168142 19.3646018 Aust_Credit Kohonen 67.655 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Dipol92 0.000 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Smart 0.000 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT C4.5 1.807 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT BackProp 2.711 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Cal5 2.711 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT IndCart 4.518 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT BayTree 7.228 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT LogDisc 9.035 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Ac2 9.035 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Radial 9.939 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT KNN 9.939 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Alloc80 9.939 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Cn2 10.842 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT NewId 11.746 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Discrim 11.746 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT LVQ 18.070 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Kohonen 20.781 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Bayes 20.781 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Itrule 23.491 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Castle 24.395 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Default 27.105 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT QuaDisc 27.105 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Cascade 885.438 16000 20000 7 2 0 0 1.0975 0.1146 0.6109 ? 1 ? 6.1012 93.1399 0.2893 2.7416 0.0495 5.84444444 54.3858586 BT Cart 885.438 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Smart 0.000 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian LogDisc 0.458 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian BackProp 5.036 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Dipol92 5.494 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Discrim 8.698 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian NewId 9.614 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Cal5 10.530 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian BayTree 10.987 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Cn2 11.903 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian IndCart 12.819 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Cart 12.819 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Ac2 12.819 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Radial 12.819 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian C4.5 15.566 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Alloc80 17.397 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Castle 18.770 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian QuaDisc 21.059 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian LVQ 21.975 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Kohonen 22.891 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian KNN 24.264 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Bayes 25.637 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Itrule 27.011 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Default 162.981 1250 2500 28 2 0 0 1.5124 0.3503 0.8869 ? 1 ? 0.4334 2.6581 0.9453 5.4853 0.3172 2.98013871 16.2928752 Belgian Cascade 455.064 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 BayTree 0.000 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 C4.5 0.954 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 KNN 0.954 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Alloc80 1.432 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 NewId 2.386 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 IndCart 2.863 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 LVQ 3.341 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Cn2 3.818 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 BackProp 4.295 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Radial 4.772 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Cal5 5.249 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Dipol92 5.249 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 LogDisc 5.727 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Smart 6.204 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Kohonen 7.636 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Discrim 7.636 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Default 12.408 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Castle 12.885 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Ac2 13.840 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Bayes 20.521 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Itrule 22.907 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 QuaDisc 25.770 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Cascade 460.999 7480 18700 20 2 0 0 1.032 0.2178 0.55 ? 1 ? 0.9012 3.5214 0.3256 4.6908 0.0292 160.643836 159.643836 CUT20 Cart 460.999 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone QuaDisc 0.000 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Dipol92 3.569 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Discrim 11.726 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone LVQ 18.864 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone KNN 19.883 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Smart 22.433 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Radial 22.942 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone LogDisc 23.962 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Cn2 33.649 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone BayTree 40.787 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone IndCart 45.375 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Kohonen 45.885 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone C4.5 46.395 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone NewId 46.905 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Castle 47.924 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Ac2 76.475 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Cal5 81.573 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Alloc80 86.162 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Bayes 122.360 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Itrule 312.527 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Default 446.613 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Cascade 467.007 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone Cart 467.007 20000 40000 16 24 0 0 1.3218 0.1885 0.9884 0.9191 0.1505 0.2807 0.42 4.4024 4.5603 5.6411 1.3149 3.46817248 3.29013613 Chromosone BackProp 467.007 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit C4.5 0.000 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit IndCart 0.000 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Cal5 0.762 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Smart 5.524 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Castle 7.428 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit BayTree 8.380 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Dipol92 9.333 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Radial 9.523 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Ac2 9.523 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Discrim 9.523 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit NewId 9.523 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Cart 9.523 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit BackProp 9.714 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit LogDisc 9.714 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Cn2 10.095 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit QuaDisc 11.428 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Bayes 14.475 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Cascade 14.666 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit LVQ 16.190 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Itrule 16.761 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Alloc80 17.142 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Kohonen 20.951 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit KNN 21.713 2670 8900 16 2 8 0 1.0273 0.0825 0.7618 ? 1 ? 1.2082 4.4046 1 1.77 0.641 1.5600624 1.76131045 Credit Default 79.805 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Radial 0.000 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Dipol92 1.216 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Alloc80 2.779 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA QuaDisc 3.126 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Discrim 3.126 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA LogDisc 3.474 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Bayes 4.689 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Castle 5.384 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA IndCart 5.558 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA C4.5 6.079 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Cart 7.642 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA BackProp 8.163 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA BayTree 9.379 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Cn2 9.379 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Ac2 10.247 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA NewId 10.247 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Cal5 15.631 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Itrule 16.326 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Smart 17.368 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA KNN 19.799 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Kohonen 51.756 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Default 76.244 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA LVQ 166.556 1186 3186 180 3 0 0 1.5407 0.0456 0.8729 0.83 0.5252 1 2.5582 29.5674 1.4725 0.8072 0.0218 67.5458716 36.0275229 DNA Cascade 166.556 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes LogDisc 0.000 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Dipol92 0.067 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Discrim 0.133 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Smart 0.599 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Radial 1.332 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Itrule 1.465 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes BackProp 1.664 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Cal5 1.798 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Cart 2.130 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Castle 2.330 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes QuaDisc 2.596 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Bayes 2.596 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes C4.5 3.129 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes IndCart 3.196 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes BayTree 3.196 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes LVQ 3.262 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Kohonen 3.329 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Ac2 3.529 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes NewId 4.394 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Cn2 4.394 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Alloc80 5.193 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes KNN 6.724 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Default 8.455 768 768 8 2 0 0 1.0377 0.1439 0.5507 ? 1 ? 1.0586 5.827 0.9331 4.5301 0.112 8.33125 39.4473214 Diabetes Cascade 51.730 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits KNN 0.000 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits QuaDisc 3.138 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits LVQ 6.276 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Cascade 8.069 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Alloc80 9.413 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Dipol92 11.206 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Kohonen 12.551 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits BackProp 14.792 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Radial 16.137 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits LogDisc 17.482 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Smart 25.551 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Discrim 30.033 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Cn2 38.998 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits BayTree 41.688 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits C4.5 45.722 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits NewId 46.170 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits IndCart 47.963 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Ac2 48.412 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Cart 50.653 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Castle 55.135 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Cal5 77.548 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Itrule 78.445 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Bayes 83.376 9000 18000 16 10 0 0 1.5673 0.2119 0.8929 0.8902 0.2031 0.4049 0.8562 5.1256 3.3219 6.5452 0.5049 6.57932264 11.9633591 Digits Default 382.362 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Discrim 0.000 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit LogDisc -0.092 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Castle -1.468 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Alloc80 -1.498 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Dipol92 -1.957 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Smart -2.018 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Cal5 -2.080 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Cart -2.385 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit QuaDisc -2.569 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit KNN -4.862 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Default -5.046 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Bayes -5.138 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit IndCart -6.911 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit BackProp -7.248 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit BayTree -7.431 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Cn2 -9.817 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Ac2 -10.489 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Itrule -10.520 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit NewId -11.927 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit LVQ -13.089 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Radial -13.333 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit C4.5 -13.761 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Kohonen -19.113 1000 1000 24 2 9 1 1.0369 0.0848 0.5044 ? 1 ? 1.6986 7.7943 0.8813 1.5031 0.0187 47.1283422 79.3796791 German_Credit Cascade -3041.743 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head LogDisc 0.000 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Cascade -1.139 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Discrim -1.428 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head QuaDisc -1.553 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Cart -1.790 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Castle -2.152 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head BackProp -2.641 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Smart -2.848 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head BayTree -3.499 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Bayes -4.430 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head IndCart -5.592 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Dipol92 -6.331 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Alloc80 -10.311 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Cal5 -11.317 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head KNN -12.825 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Itrule -14.534 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Default -19.334 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head LVQ -21.169 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Cn2 -26.324 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head NewId -26.391 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Ac2 -28.780 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Radial -33.388 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head C4.5 -47.811 900 900 6 3 1 1 1.1231 0.1217 0.7176 0.1057 0.9787 1 1.0071 5.0408 1.3574 1.9786 0.1929 7.03680664 9.25712805 Head Kohonen -60.680 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Bayes 0.000 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Discrim -0.276 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart LogDisc -0.320 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Alloc80 -0.480 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart QuaDisc -0.698 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Castle -0.974 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Cal5 -1.017 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Cart -1.134 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Cascade -1.352 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart KNN -1.512 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Smart -1.512 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Dipol92 -1.933 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Itrule -2.049 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart BayTree -2.209 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Default -2.703 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart BackProp -2.907 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart LVQ -3.285 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart IndCart -3.721 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Kohonen -4.637 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Ac2 -5.378 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Cn2 -5.712 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart Radial -5.916 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart C4.5 -5.916 270 270 13 2 5 1 1.0612 0.1236 0.7384 ? 1 ? 0.956 3.6494 0.9902 1.6386 0.0876 11.303653 17.7054795 Heart NewId -6.831 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Ac2 0.000 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Dipol92 1.071 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Discrim 1.889 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults LogDisc 2.960 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults BackProp 3.401 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Bayes 6.298 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults BayTree 6.864 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults QuaDisc 7.494 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Cal5 7.746 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults NewId 8.187 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults C4.5 8.250 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Cart 9.068 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Castle 9.068 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Radial 9.194 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Itrule 9.824 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults IndCart 10.139 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Smart 10.391 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Alloc80 10.391 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Cn2 11.336 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults KNN 12.658 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults LVQ 17.003 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Kohonen 18.767 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Default 27.457 570 570 45 3 43 0 1.191 0.751 0.8842 0.3002 0.8966 1 1.8972 0.9866 1.5749 0.8717 0.0366 43.0300546 22.8169399 Faults Cascade 52.018 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits KNN 0.000 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Alloc80 2.711 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits QuaDisc 3.388 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits LVQ 4.066 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Dipol92 12.875 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits BackProp 19.651 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits LogDisc 21.007 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Radial 23.717 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Smart 25.072 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Discrim 37.270 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Cascade 37.270 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Castle 77.928 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits NewId 96.224 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits BayTree 96.901 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Ac2 100.289 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits IndCart 101.645 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Cn2 108.421 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits C4.5 108.421 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Itrule 132.816 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Bayes 137.559 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Cal5 169.408 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Default 596.315 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Kohonen 664.078 9000 18000 40 10 0 0 1.9657 0.1093 0.9207 0.9056 0.172 0.3385 0.1802 2.92 3.3219 5.5903 0.2029 16.3721045 26.5519961 KlDigits Cart 664.078 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Alloc80 0.000 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters KNN 1.733 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters LVQ 4.334 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters QuaDisc 14.156 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Cn2 14.734 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters BayTree 17.334 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters NewId 18.490 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters IndCart 19.068 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters C4.5 19.646 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Dipol92 32.358 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Radial 48.825 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters LogDisc 49.114 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Ac2 52.292 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Castle 52.292 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Kohonen 54.314 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Cal5 54.603 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Smart 66.737 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Discrim 68.760 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters BackProp 75.982 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Bayes 134.341 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Itrule 153.120 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Default 258.860 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Cascade 270.416 5000 20000 16 26 0 0 1.8795 0.2577 0.8896 0.8489 0.168 0.321 0.5698 3.5385 4.6996 3.094 0.5189 9.05685103 4.96261322 Letters Cart 270.416 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Smart 0.000 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian BayTree 0.279 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian IndCart 0.279 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian NewId 1.117 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian C4.5 1.396 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Ac2 1.675 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian BackProp 2.513 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Cart 2.513 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Cn2 3.350 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Dipol92 3.629 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Cal5 3.629 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian LogDisc 4.188 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Radial 6.142 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian QuaDisc 6.142 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Discrim 7.817 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Alloc80 8.933 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian KNN 10.888 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Castle 14.238 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian LVQ 14.517 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Default 17.029 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Itrule 18.984 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Kohonen 19.821 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Bayes 21.217 1000 3000 57 2 0 0 1.0638 0.1216 0.5286 ? 1 ? 1.118 6.7738 0.3879 3.83 0.0421 9.21377672 89.9738717 NewBelgian Cascade 275.541 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage KNN 0.000 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage LVQ 1.686 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Dipol92 2.605 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Radial 4.138 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Alloc80 5.823 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage IndCart 6.743 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Cart 6.743 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage BackProp 6.896 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage BayTree 8.122 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage NewId 8.582 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Cn2 8.582 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage C4.5 8.582 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Cal5 8.735 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage QuaDisc 9.348 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Ac2 9.654 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Smart 9.961 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage LogDisc 10.574 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Cascade 10.574 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Discrim 11.800 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Kohonen 13.026 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Castle 15.325 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Bayes 29.576 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Default 102.061 2000 6435 36 6 0 0 1.297 0.5977 0.9366 0.9332 0.3586 0.7146 0.7316 4.1737 2.4734 5.5759 0.9443 2.61929472 4.9047972 SatImage Itrule 138.840 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Alloc80 0.000 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Ac2 0.282 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Dipol92 0.282 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment BayTree 0.845 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment NewId 1.127 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment C4.5 2.817 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Cart 2.817 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Cn2 3.663 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment IndCart 4.226 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment LVQ 4.508 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Smart 6.198 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment BackProp 6.762 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Cal5 9.016 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Kohonen 10.425 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Radial 10.988 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment KNN 13.242 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment LogDisc 22.258 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Castle 23.103 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Discrim 24.230 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment QuaDisc 35.782 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Bayes 66.211 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Itrule 119.743 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Default 245.120 2310 2310 11 7 0 0 4.0014 0.1425 0.976 0.9623 0.3098 0.611 2.958 24.4813 2.8072 3.0787 0.6672 4.20743405 3.61435851 Segment Cascade 273.295 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle NewId 0.000 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle BayTree 1.204 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Cn2 2.408 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Cal5 2.408 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Cart 8.430 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle IndCart 9.634 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle C4.5 10.838 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Ac2 37.331 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Itrule 48.169 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle BackProp 50.577 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle KNN 51.781 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle LVQ 51.781 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Dipol92 56.598 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Smart 69.845 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Alloc80 98.746 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Radial 167.387 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Castle 456.399 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle LogDisc 460.012 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Bayes 540.695 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Discrim 580.434 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle QuaDisc 808.031 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Default 2575.826 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Cascade 12040.992 14500 58000 9 7 0 0 1.6067 0.3558 0.9668 0.6968 0.6252 0.9499 4.4371 160.3108 0.9653 3.4271 0.3348 2.88321386 9.23626045 Shuttle Kohonen 12040.992 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical NewId 0.000 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical IndCart 0.887 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Ac2 2.130 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical C4.5 5.325 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Cn2 5.857 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical BayTree 14.909 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Cal5 16.506 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Dipol92 18.104 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical KNN 20.234 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical LVQ 30.350 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Radial 41.532 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Bayes 46.857 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Kohonen 47.389 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Smart 48.987 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Discrim 53.424 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical LogDisc 55.199 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical QuaDisc 71.882 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Default 120.692 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Cascade 161.514 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Alloc80 161.514 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical BackProp 161.514 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Castle 161.514 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Itrule 161.514 2580 7078 56 91 0 0 2.2442 ? 0.9165 0.6818 0.5575 0.866 6.7156 108.2963 4.8787 0.3672 0.1815 26.8798898 1.0231405 Technical Cart 161.514 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Cn2 0.000 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse BayTree 0.208 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse IndCart 0.623 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse NewId 0.831 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Cart 1.039 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Ac2 2.286 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Smart 2.286 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse C4.5 2.702 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Radial 3.325 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Dipol92 3.533 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Cal5 3.949 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Alloc80 4.364 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse KNN 4.364 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse BackProp 6.027 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse LVQ 6.027 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Kohonen 8.105 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse QuaDisc 12.886 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse LogDisc 16.834 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Bayes 17.458 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Discrim 17.873 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Castle 20.991 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Itrule 39.904 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Default 94.355 1499 4999 14 2 0 0 1.1316 0.3676 0.7792 ? 1 ? 0.6483 4.3322 0.9998 3.8755 0.285 3.50807018 12.5982456 TseTse Cascade 200.349 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle QuaDisc 0.000 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Dipol92 0.081 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Alloc80 1.874 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle LogDisc 3.421 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle BackProp 4.643 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Discrim 5.376 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Smart 5.458 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Cart 6.924 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle C4.5 9.449 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle BayTree 9.856 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle KNN 10.182 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Cal5 10.508 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Cascade 10.589 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle LVQ 11.160 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Ac2 11.893 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle IndCart 12.056 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle NewId 12.056 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Radial 12.789 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Cn2 13.359 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Itrule 14.174 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Kohonen 15.477 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Castle 28.917 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Bayes 33.235 846 846 18 4 0 0 1.5392 0.4828 0.842 0.8189 0.4696 0.9139 0.8282 5.18 1.9979 4.2472 0.3538 5.64697569 11.0045223 Vehicle Default 48.874