# ARGUMENTS VAR RATIO 10 TREE 0 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 9 9 11 13 10 13 9 13 VALUE 5 4 0.645894 4 3 0.297535 10 1 0.963663 3 2 0.477665 9 5 0.528895 5 3 0.392785 11 5 0.0710361 4 1 0.648172 0 2 0.83262 11 4 0.140351 10 5 0.978618 5 4 0.800911 5 3 0.780529 8 1 0.720633 7 3 0.143353 6 5 0.758616 6 1 0.414662 5 2 0.186332 9 4 0.45615 2 3 0.135218 0 2 0.617636 1 4 0.222321 7 2 0.943748 10 4 0.44995 4 4 0.437032 10 4 0.0992804 0 5 0.666767 7 4 0.17091 2 2 0.128926 9 2 0.607831 4 2 0.570197 0 3 0.634274 11 5 0.102045 7 2 0.635059 1 5 0.653108 6 2 0.414369 5 3 0.244426 7 1 0.338008 1 4 0.65633 3 1 0.778345 2 5 0.368725 7 5 0.0135716 1 4 0.837945 8 1 0.971945 11 5 0.468651 6 5 0.0557147 7 3 0.739264 0 1 0.441711 3 5 0.120197 4 2 0.480894 1 4 0.317983 10 3 0.918235 0 2 0.692472 6 3 0.865103 3 3 0.523248 11 1 0.921158 6 1 0.929296 3 2 0.0093567 8 5 0.131798 7 4 0.841386 3 2 0.183191 4 3 0.552821 0 1 0.82894 4 1 0.146442 8 3 0.270008 8 4 0.288476 11 3 0.248753 9 3 0.396098 7 5 0.572252 7 2 0.891554 11 4 0.447125 5 5 0.978571 8 1 0.297437 9 5 0.41182 4 4 0.881103 2 3 0.313218 10 5 0.692532 7 4 0.659668 6 3 0.956084 2 4 0.394869 5 4 0.606393 5 1 0.470132 3 4 0.660174 3 2 0.383462 7 4 0.428769 10 1 0.102863 3 1 0.569965 STREAMCOST 4.18642 6.31785 5.96635 6.16893 1.30263 6.87881 9.72066 6.86893 3.88898 4.88277 2.99136 9.06892 HEUR 2 0 20 56.0216 0 21 56.789 0 40 58.9232 0 41 101.792 0 42 63.908 0 43 246.225 0 44 162.477 0 45 222.866 0 46 91.2442 0 47 83.3721 0 30 58.1041 0 31 58.1141 0 32 58.1493 0 33 58.1047 # ARGUMENTS VAR RATIO 10 TREE 1 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 7 15 11 14 1 2 5 15 VALUE 1 2 0.0923386 4 1 0.387911 4 4 0.396767 11 3 0.846311 5 2 0.68522 6 2 0.443453 10 2 0.0273876 6 4 0.913962 5 3 0.55869 5 1 0.939128 2 4 0.800745 8 5 0.802758 3 1 0.692323 6 5 0.86502 10 5 0.0850442 9 1 0.27305 2 1 0.878143 8 1 0.593066 5 4 0.95789 4 3 0.197551 8 2 0.315516 1 4 0.783314 10 3 0.0182883 0 4 0.62403 11 4 0.748166 3 2 0.446135 9 2 0.103226 0 3 0.469239 10 1 0.293614 10 2 0.11949 1 3 0.019367 1 4 0.916861 2 5 0.265547 3 3 0.584389 0 3 0.574118 7 1 0.956536 7 2 0.699758 2 1 0.533448 4 5 0.6944 5 3 0.540601 0 4 0.535896 0 4 0.139966 6 4 0.944595 0 3 0.883125 10 3 0.137475 5 1 0.892136 9 2 0.397677 6 1 0.652299 11 2 0.347766 6 4 0.637836 8 1 0.883306 8 4 0.647749 9 2 0.348898 9 2 0.356532 10 4 0.428091 10 5 0.0116692 7 3 0.621696 0 1 0.786951 11 1 0.449912 4 3 0.941837 4 2 0.237027 9 5 0.771595 6 2 0.00287032 9 4 0.15293 3 3 0.527058 0 5 0.709043 4 3 0.908535 9 4 0.467393 0 2 0.929437 9 4 0.551325 STREAMCOST 9.97591 1.63073 2.55106 5.25228 2.23422 7.68488 9.39336 2.7276 7.27136 5.1788 1.594 3.07327 HEUR 2 1 20 19.2624 1 21 30.6836 1 40 41.7215 1 41 69.9447 1 42 49.3557 1 43 203.461 1 44 57.4297 1 45 135.458 1 46 42.7075 1 47 36.1695 1 30 21.0226 1 31 35.9476 1 32 47.3663 1 33 21.0228 # ARGUMENTS VAR RATIO 10 TREE 2 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 7 3 1 14 9 15 7 8 VALUE 5 2 0.330335 1 2 0.698863 7 1 0.299655 5 2 0.632738 7 5 0.529142 8 1 0.498561 6 3 0.18444 8 4 0.258498 10 3 0.494237 4 5 0.176985 0 5 0.505246 3 1 0.287869 5 1 0.0965309 2 1 0.49429 7 3 0.226012 2 1 0.767491 2 3 0.349826 2 3 0.367471 2 3 0.640407 7 3 0.79309 6 4 0.386893 7 4 0.990852 6 1 0.162299 1 4 0.852281 11 3 0.500008 2 5 0.993266 4 2 0.567144 3 3 0.809175 5 2 0.776559 5 3 0.274173 11 4 0.544208 9 1 0.94809 4 5 0.850851 6 3 0.220998 0 4 0.247177 5 1 0.888304 11 5 0.97058 6 5 0.702042 7 4 0.76496 5 1 0.960314 3 3 0.524067 3 2 0.76193 0 5 0.983153 8 3 0.517431 6 5 0.323541 6 2 0.573642 4 2 0.832017 11 4 0.00554442 4 4 0.0130173 4 4 0.212933 3 2 0.582685 10 1 0.363326 7 3 0.387523 9 3 0.914476 4 5 0.350872 4 3 0.630843 11 2 0.112776 4 2 0.96246 0 4 0.7384 11 4 0.803452 2 2 0.416753 10 4 0.592496 7 4 0.170477 6 5 0.968291 STREAMCOST 8.00207 6.17458 2.20559 5.29159 8.82025 4.79025 7.739 6.39082 8.18727 1.95915 5.89011 4.31747 HEUR 2 2 20 79.893 2 21 129.009 2 40 140.686 2 41 179.813 2 42 148.497 2 43 264.114 2 44 143.134 2 45 139.137 2 46 166.781 2 47 161.159 2 30 88.0488 2 31 136.363 2 32 136.446 2 33 88.0409 # ARGUMENTS VAR RATIO 10 TREE 3 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 9 2 11 13 5 2 8 9 VALUE 10 3 0.896293 0 1 0.0406307 2 2 0.0514672 1 3 0.694824 0 1 0.456833 5 4 0.215577 3 2 0.676255 5 3 0.913301 0 4 0.558854 11 2 0.402361 4 3 0.283525 3 4 0.58662 5 2 0.156868 5 3 0.757665 9 5 0.306364 3 2 0.893065 4 4 0.936384 0 5 0.142717 8 2 0.902834 9 5 0.398991 4 3 0.092217 4 4 0.787139 6 4 0.361565 0 2 0.315767 4 3 0.46894 8 2 0.609624 3 2 0.457686 7 5 0.662686 7 5 0.283488 9 2 0.374125 5 1 0.20541 9 2 0.0637698 6 5 0.0872294 8 3 0.4459 4 2 0.707687 6 4 0.457332 8 5 0.68918 3 2 0.843787 8 3 0.339849 6 3 0.826128 3 3 0.445145 1 1 0.302264 2 5 0.971603 3 2 0.0212257 8 3 0.650477 0 4 0.505574 5 5 0.596664 2 1 0.925733 0 2 0.198976 2 1 0.990301 1 4 0.129294 9 3 0.116217 2 1 0.952101 7 4 0.329571 6 2 0.707181 6 2 0.42473 11 5 0.839193 6 4 0.881111 5 5 0.842103 STREAMCOST 4.14933 7.70277 7.95465 6.94293 9.06847 9.22578 8.07157 6.70299 3.55067 4.29347 8.93718 5.9756 HEUR 2 3 20 74.1124 3 21 83.9919 3 40 101.652 3 41 201.426 3 42 110.339 3 43 301.946 3 44 99.0556 3 45 183.012 3 46 116.789 3 47 110.664 3 30 83.4828 3 31 92.1966 3 32 100.666 3 33 83.4843 # ARGUMENTS VAR RATIO 10 TREE 4 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 15 14 9 3 15 13 11 10 VALUE 8 3 0.21609 1 5 0.224506 0 4 0.252982 10 3 0.632963 9 1 0.197685 6 5 0.361496 11 4 0.163842 4 3 0.811948 0 4 0.386571 3 1 0.643914 11 5 0.436147 0 5 0.0397804 9 5 0.866289 5 1 0.441349 0 1 0.600743 2 1 0.865883 8 5 0.408444 11 3 0.870306 11 5 0.521696 3 1 0.0357582 1 2 0.545203 2 3 0.180721 7 2 0.401495 2 4 0.375368 4 4 0.623916 2 4 0.138751 2 3 0.375576 4 3 0.46775 8 2 0.25368 0 3 0.25291 7 1 0.895501 11 2 0.236141 7 5 0.191446 1 3 0.0757064 2 4 0.918383 11 3 0.315673 9 5 0.416776 8 5 0.356373 4 5 0.331175 4 3 0.846722 10 4 0.861014 8 3 0.66951 1 1 0.597267 0 2 0.0951981 8 2 0.894651 9 3 0.10038 7 1 0.0650678 11 3 0.162872 1 3 0.614563 11 2 0.36677 9 1 0.0485341 6 1 0.307013 8 5 0.514654 11 3 0.128935 10 5 0.487738 9 5 0.689644 6 4 0.926721 11 4 0.236152 1 3 0.364553 11 5 0.177408 4 1 0.189026 11 3 0.320616 4 5 0.61893 6 3 0.371106 3 1 0.412472 1 3 0.0722833 10 1 0.979616 0 4 0.876793 0 5 0.732999 6 4 0.747495 9 3 0.347451 0 1 0.462329 7 1 0.124015 3 4 0.753212 9 4 0.408627 11 5 0.931689 2 1 0.942586 2 3 0.561468 9 1 0.75282 2 5 0.0368616 11 1 0.0400911 7 1 0.583544 6 4 0.0338776 10 4 0.0167177 6 5 0.666558 6 3 0.614819 3 1 0.949669 5 4 0.634569 0 3 0.0993278 11 4 0.935894 STREAMCOST 3.59233 5.49965 4.6686 4.68672 8.03378 8.29753 4.18731 5.64195 9.33228 5.4072 7.48407 8.83353 HEUR 2 4 20 66.9934 4 21 77.0858 4 40 89.0761 4 41 173.74 4 42 106.755 4 43 283.379 4 44 145.731 4 45 177.313 4 46 126.811 4 47 119.322 4 30 78.2833 4 31 88.5222 4 32 88.5232 4 33 78.2833 # ARGUMENTS VAR RATIO 10 TREE 5 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 4 1 14 13 4 6 14 15 VALUE 5 1 0.611744 4 4 0.354138 6 3 0.2968 11 1 0.808282 0 4 0.73844 9 3 0.24254 1 4 0.879937 1 2 0.204155 4 1 0.29608 10 4 0.523675 6 3 0.599929 8 2 0.0145808 3 1 0.253588 9 2 0.833493 1 5 0.165613 11 5 0.561337 11 1 0.188415 11 1 0.477402 2 4 0.699844 10 4 0.616125 0 3 0.577663 4 1 0.690931 6 5 0.639795 11 5 0.00573506 3 4 0.802497 8 5 0.199765 11 4 0.00221422 6 3 0.579721 11 1 0.398945 2 5 0.341527 6 4 0.770854 2 3 0.121548 0 5 0.0865257 3 1 0.474317 3 1 0.964915 3 4 0.225988 9 5 0.566082 4 4 0.383903 9 2 0.926683 2 5 0.736315 9 5 0.0942027 8 2 0.424206 0 3 0.546358 2 4 0.157031 0 5 0.188668 10 2 0.643682 2 1 0.795087 2 2 0.318868 7 5 0.493415 2 3 0.890688 11 5 0.94354 1 1 0.811384 10 5 0.346028 4 1 0.48406 4 4 0.510355 4 5 0.0351575 4 1 0.0123694 3 5 0.117508 1 2 0.478339 8 5 0.792241 6 3 0.446608 11 5 0.510714 0 3 0.572619 0 3 0.246333 11 4 0.801402 7 1 0.748026 2 5 0.452419 7 4 0.506376 3 2 0.359983 6 5 0.781915 11 5 0.407686 STREAMCOST 3.16964 9.08714 8.69467 3.97228 2.28355 1.74465 7.83898 5.74046 9.40189 6.9476 7.4438 9.03686 HEUR 2 5 20 23.5094 5 21 43.2978 5 40 60.0323 5 41 66.3003 5 42 46.2863 5 43 240.356 5 44 144.548 5 45 54.7967 5 46 42.1034 5 47 35.3763 5 30 25.3878 5 31 37.9161 5 32 62.3395 5 33 25.3878 # ARGUMENTS VAR RATIO 10 TREE 6 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 14 15 5 4 13 1 1 6 VALUE 1 5 0.595052 1 3 0.608474 5 3 0.335408 5 4 0.825209 5 4 0.735882 4 3 0.239814 6 1 0.645355 8 5 0.914195 9 3 0.413201 8 5 0.801721 9 3 0.0544745 8 4 0.147845 9 2 0.736407 7 4 0.442511 6 3 0.124824 1 5 0.223284 4 2 0.216951 9 4 0.460241 11 3 0.255614 9 4 0.739861 7 4 0.717332 9 5 0.881896 4 5 0.253634 3 3 0.745375 8 2 0.724071 5 3 0.710044 11 2 0.450499 11 2 0.732187 8 2 0.0824586 8 2 0.0595789 9 5 0.764751 5 2 0.532595 2 1 0.471251 9 2 0.613809 8 2 0.189107 4 2 0.560076 10 3 0.615024 6 5 0.462361 11 4 0.836909 10 1 0.479704 7 3 0.476109 3 3 0.946254 8 5 0.825933 6 4 0.549876 1 3 0.702825 4 1 0.407507 2 2 0.924794 0 3 0.434612 1 3 0.682287 6 1 0.681185 7 1 0.251614 7 1 0.779468 11 1 0.0662205 5 3 0.376312 4 1 0.66001 3 5 0.649174 7 2 0.587214 5 1 0.130403 8 5 0.204523 STREAMCOST 9.92019 5.41331 1.85815 1.32948 8.02486 3.83863 3.86741 8.76727 4.9221 6.0262 6.95702 5.92037 HEUR 2 6 20 17.2007 6 21 46.384 6 40 48.8262 6 41 43.2259 6 42 42.8628 6 43 121.587 6 44 60.8581 6 45 113.701 6 46 79.5807 6 47 73.5747 6 30 17.6661 6 31 31.0536 6 32 51.8497 6 33 17.6661 # ARGUMENTS VAR RATIO 10 TREE 7 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 2 4 12 5 7 15 11 7 VALUE 11 2 0.538496 3 3 0.0867434 0 3 0.268439 0 3 0.527765 8 5 0.803739 3 2 0.392942 0 4 0.288146 8 5 0.694032 2 2 0.452124 11 5 0.262584 0 4 0.600549 3 5 0.851295 2 1 0.54849 9 5 0.937629 1 3 0.523413 4 4 0.357475 8 1 0.467753 1 2 0.482637 5 4 0.372385 11 3 0.348756 4 2 0.837918 5 4 0.957914 3 1 0.572625 1 2 0.0835081 5 3 0.352978 3 4 0.28272 4 5 0.459093 5 4 0.418757 4 5 0.906423 9 1 0.343305 8 2 0.422374 6 3 0.623256 7 4 0.522906 3 3 0.405199 0 4 0.0922623 5 4 0.781736 6 4 0.69616 8 5 0.489423 8 5 0.0531287 1 2 0.649119 7 3 0.23512 10 5 0.143628 11 3 0.848401 7 3 0.66171 10 5 0.131111 6 2 0.0396461 5 1 0.741847 9 3 0.402388 1 4 0.343537 6 2 0.397178 3 4 0.165501 11 3 0.257955 5 3 0.7749 10 4 0.459361 6 1 0.46063 9 4 0.497919 10 1 0.674919 10 5 0.268174 11 2 0.0406558 4 5 0.385904 3 2 0.475765 2 4 0.398506 8 5 0.147148 STREAMCOST 8.08058 6.92873 6.76703 1.62327 5.46415 4.21364 5.2575 8.31547 5.26811 4.84934 9.49219 6.39869 HEUR 2 7 20 53.2782 7 21 54.5234 7 40 62.2975 7 41 110.707 7 42 73.6787 7 43 208.065 7 44 123.883 7 45 146.235 7 46 69.398 7 47 64.9549 7 30 61.7125 7 31 64.6934 7 32 66.7039 7 33 62.0669 # ARGUMENTS VAR RATIO 10 TREE 8 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 14 1 15 4 14 6 8 13 VALUE 2 3 0.0113988 7 3 0.766063 4 3 0.522675 10 3 0.926438 6 1 0.543386 8 4 0.402677 8 5 0.619682 0 3 0.352812 3 3 0.973855 10 2 0.0538108 2 2 0.0658084 3 5 0.67652 1 2 0.322131 2 1 0.440228 2 3 0.393635 11 5 0.513628 4 4 0.984749 1 1 0.332638 4 2 0.380959 6 4 0.660121 11 2 0.31969 1 3 0.11381 3 4 0.801056 0 4 0.479278 0 4 0.603644 1 4 0.686941 0 1 0.455448 10 4 0.226411 11 3 0.583965 3 1 0.180812 5 2 0.188173 5 4 0.250482 2 5 0.15097 10 3 0.722668 1 3 0.731158 6 5 0.626633 11 3 0.374739 8 3 0.456653 7 4 0.51058 7 3 0.440292 0 1 0.0678964 0 3 0.271174 5 4 0.185884 11 3 0.11725 7 4 0.720924 11 2 0.746732 4 3 0.822782 1 3 0.782644 8 1 0.510582 1 5 0.238402 8 2 0.866262 11 2 0.471238 3 3 0.475804 9 3 0.2416 7 4 0.818936 6 3 0.60416 11 2 0.723383 5 1 0.507002 7 2 0.562283 3 4 0.921313 9 3 0.298625 2 1 0.92538 7 3 0.00830838 1 4 0.0997298 6 5 0.997119 3 5 0.950118 2 2 0.849957 4 5 0.911914 2 4 0.656853 9 5 0.695292 8 5 0.0956284 4 3 0.162773 5 2 0.000743895 1 5 0.719325 10 3 0.217211 STREAMCOST 4.96607 6.4484 8.27647 5.24758 6.04758 4.23198 6.8329 5.76363 4.56735 6.08341 6.74077 8.50194 HEUR 2 8 20 52.5976 8 21 60.8876 8 40 88.5091 8 41 225.841 8 42 88.0895 8 43 258.594 8 44 112.898 8 45 119.625 8 46 123.275 8 47 110.32 8 30 54.6141 8 31 74.0538 8 32 74.0539 8 33 54.6311 # ARGUMENTS VAR RATIO 10 TREE 9 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 1 6 8 8 8 1 3 5 VALUE 1 1 0.218559 10 3 0.137527 2 1 0.0840597 4 2 0.494655 2 2 0.878559 4 5 0.734658 0 5 0.699107 8 3 0.135425 10 1 0.666899 11 3 0.553056 8 5 0.386477 7 4 0.56487 9 4 0.465668 9 5 0.375209 9 5 0.983359 1 1 0.079316 6 1 0.945517 5 4 0.209467 10 5 0.970846 11 1 0.669631 2 3 0.873401 9 5 0.0467 9 3 0.346902 0 3 0.16007 7 3 0.496282 7 3 0.140158 5 5 0.870408 11 1 0.929738 8 2 0.703529 3 5 0.316752 0 5 0.647117 0 4 0.170114 5 2 0.0530594 4 1 0.673714 2 2 0.794548 2 1 0.128356 1 1 0.352917 7 3 0.870119 8 2 0.801156 0 2 0.779211 STREAMCOST 9.18529 5.29025 1.2058 1.64098 4.3761 9.1294 2.7967 8.23818 4.08525 1.04107 4.99701 2.9591 HEUR 2 9 20 51.1166 9 21 66.1759 9 40 66.1759 9 41 88.0276 9 42 77.5357 9 43 194.175 9 44 104.973 9 45 75.175 9 46 69.9978 9 47 68.6227 9 30 59.6347 9 31 65.7074 9 32 80.2839 9 33 59.8966 # ARGUMENTS VAR RATIO 10 TREE 10 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 12 5 1 8 10 7 12 13 VALUE 5 3 0.224797 0 1 0.709208 9 2 0.169111 3 1 0.150378 8 4 0.953393 9 1 0.336072 6 5 0.812621 2 4 0.0306166 8 5 0.291876 8 5 0.540881 8 1 0.542544 4 1 0.778729 4 3 0.674134 2 3 0.826082 5 1 0.617767 3 3 0.0655633 7 1 0.601039 9 5 0.011788 6 4 0.908649 3 2 0.559648 1 2 0.3007 4 1 0.0768555 9 5 0.0468963 5 4 0.121954 6 4 0.819287 1 1 0.76688 10 5 0.351653 3 4 0.597582 3 5 0.883936 11 2 0.467403 1 5 0.392529 3 1 0.131291 9 5 0.151152 7 2 0.59544 11 3 0.987625 4 3 0.587131 9 1 0.251374 2 3 0.397165 10 4 0.534558 4 3 0.00240676 0 3 0.357182 1 1 0.0797927 3 2 0.330719 7 4 0.214953 0 2 0.429492 4 2 0.224873 7 1 0.346347 6 1 0.232641 10 3 0.763241 6 5 0.350958 5 4 0.605578 9 3 0.134563 7 4 0.262216 3 2 0.506408 0 1 0.303063 3 2 0.000272528 6 4 0.565507 4 3 0.747582 3 1 0.0642511 4 5 0.866492 4 5 0.495049 5 5 0.105933 5 2 0.318273 10 3 0.465442 6 1 0.853934 10 1 0.337258 5 4 0.781949 1 4 0.54392 STREAMCOST 6.2742 7.48719 1.33385 8.79234 4.15591 2.32031 6.06872 1.93043 3.69757 5.41499 5.61101 1.26262 HEUR 2 10 20 48.0854 10 21 61.0994 10 40 63.3365 10 41 119.262 10 42 66.5732 10 43 202.5 10 44 73.248 10 45 149.27 10 46 69.0595 10 47 63.2265 10 30 61.4407 10 31 61.9074 10 32 62.1474 10 33 61.4407 # ARGUMENTS VAR RATIO 10 TREE 11 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 3 2 1 10 7 3 11 14 VALUE 5 1 0.485427 2 1 0.896341 5 5 0.941807 1 5 0.889708 8 4 0.108736 6 5 0.785389 10 3 0.165087 8 4 0.67251 0 5 0.116737 11 2 0.778103 1 1 0.75898 11 5 0.410912 4 1 0.318799 2 1 0.864004 1 1 0.712726 9 3 0.483106 0 4 0.479797 0 3 0.621282 10 3 0.717849 10 4 0.0690928 6 3 0.949102 5 5 0.678907 4 3 0.239875 5 4 0.398229 0 1 0.364616 2 1 0.476453 3 1 0.0703826 0 2 0.92385 9 4 0.9054 11 4 0.469641 6 5 0.616018 0 2 0.743906 2 2 0.436241 11 4 0.665488 0 5 0.020733 3 4 0.789017 3 2 0.701164 11 4 0.33474 11 3 0.400328 8 2 0.371916 9 1 0.764491 0 4 0.650781 9 1 0.642215 2 5 0.457412 4 2 0.738253 8 5 0.274774 4 1 0.611632 11 2 0.0895848 5 2 0.075002 1 1 0.139551 9 4 0.452759 STREAMCOST 4.50365 6.60551 4.85487 7.65956 5.94086 4.76797 4.56124 4.30856 4.68402 2.52126 9.3163 8.14485 HEUR 2 11 20 32.7119 11 21 77.9168 11 40 99.0716 11 41 89.2708 11 42 97.8542 11 43 145.525 11 44 118.576 11 45 68.6121 11 46 101.776 11 47 92.8367 11 30 34.1731 11 31 70.7121 11 32 93.3158 11 33 34.2655 # ARGUMENTS VAR RATIO 10 TREE 12 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 3 7 12 14 4 2 9 11 VALUE 0 2 0.918747 0 5 0.295437 0 1 0.956949 8 1 0.372834 3 4 0.606083 11 5 0.48153 10 5 0.00225924 2 3 0.147974 6 5 0.485377 8 4 0.957729 1 3 0.76456 6 1 0.801265 1 5 0.116273 2 2 0.70294 8 3 0.47123 2 5 0.629365 3 1 0.733126 0 4 0.164368 3 5 0.334648 0 5 0.217642 7 5 0.950314 2 4 0.121604 9 3 0.40664 5 3 0.608258 4 4 0.995138 11 1 0.268576 11 2 0.41925 8 3 0.928916 5 1 0.373723 11 3 0.570751 0 1 0.0842727 3 4 0.817586 7 4 0.0279078 0 2 0.4432 2 3 0.05502 6 3 0.80479 4 3 0.0482188 0 3 0.571325 9 2 0.113602 8 2 0.909839 7 3 0.492737 7 3 0.580768 5 2 0.894743 6 4 0.645739 7 2 0.443872 0 3 0.591843 10 3 0.2085 10 5 0.76154 0 2 0.595152 6 1 0.954491 7 1 0.637385 0 5 0.562737 11 2 0.445627 7 4 0.281786 11 3 0.619423 4 2 0.129392 3 4 0.291457 0 5 0.36187 4 3 0.946556 10 5 0.269474 8 1 0.00328796 8 5 0.688809 STREAMCOST 9.27878 1.42819 1.05318 3.8675 6.78634 9.23365 4.46695 8.87722 6.36168 5.73044 6.49726 3.12555 HEUR 2 12 20 68.9001 12 21 89.9135 12 40 100.098 12 41 141.25 12 42 114.346 12 43 248.325 12 44 149.809 12 45 142.171 12 46 102.464 12 47 94.8545 12 30 74.2365 12 31 89.9135 12 32 98.5054 12 33 74.2365 # ARGUMENTS VAR RATIO 10 TREE 13 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 12 10 4 13 13 14 15 3 VALUE 11 4 0.453449 9 4 0.607343 9 4 0.641613 4 4 0.340347 0 4 0.298449 10 1 0.720031 10 3 0.372854 5 4 0.446266 3 3 0.347581 11 1 0.614454 4 1 0.949094 8 2 0.939107 3 3 0.917772 5 1 0.624433 0 4 0.629829 3 5 0.0528366 0 4 0.746577 6 5 0.196832 0 3 0.656455 6 3 0.451491 5 3 0.955574 8 1 0.118356 2 1 0.712233 10 2 0.271956 3 4 0.695445 7 5 0.686577 2 2 0.458086 7 2 0.0889272 4 3 0.604539 0 4 0.279783 0 1 0.686085 6 3 0.625526 1 3 0.0987532 8 2 0.206388 1 5 0.925994 2 4 0.99586 2 3 0.568885 1 3 0.275505 0 1 0.839709 5 3 0.424056 1 1 0.19092 6 3 0.462494 8 4 0.984938 0 5 0.747946 5 5 0.10678 2 5 0.134652 4 1 0.226588 0 5 0.398812 1 1 0.23638 0 3 0.964111 6 2 0.958935 0 3 0.545507 1 4 0.760568 6 2 0.449198 2 5 0.437118 6 2 0.885689 11 4 0.143026 1 5 0.436251 8 2 0.109305 5 1 0.630686 11 2 0.194297 0 1 0.978726 3 4 0.650131 0 3 0.592259 8 3 0.963098 9 2 0.737236 2 5 0.845672 9 2 0.396525 8 2 0.153495 5 2 0.259837 0 5 0.749486 2 1 0.31262 1 2 0.224807 6 2 0.358612 0 5 0.254399 7 4 0.0579707 9 3 0.226014 2 4 0.757007 10 5 0.541611 11 2 0.319674 0 5 0.829318 8 5 0.0219255 0 1 0.171675 4 5 0.830101 STREAMCOST 6.07744 8.71011 4.14804 1.03907 2.30503 3.04956 1.88667 5.80819 6.04163 3.10782 7.39059 5.45106 HEUR 2 13 20 47.3223 13 21 54.6877 13 40 58.5295 13 41 90.6107 13 42 55.0999 13 43 199.4 13 44 125.64 13 45 160.641 13 46 78.5583 13 47 69.9976 13 30 55.7565 13 31 58.4921 13 32 58.5379 13 33 55.7565 # ARGUMENTS VAR RATIO 10 TREE 14 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 8 14 12 10 14 6 1 3 VALUE 3 2 0.957604 2 3 0.319426 3 2 0.5392 6 2 0.681425 9 3 0.342255 2 3 0.966327 0 1 0.673152 2 2 0.294507 11 2 0.374245 11 4 0.226585 9 5 0.870499 1 1 0.173004 3 4 0.474906 11 4 0.534313 3 1 0.701151 1 4 0.265079 2 4 0.322063 2 5 0.982811 1 1 0.746564 0 1 0.915251 8 5 0.742511 0 3 0.696754 11 4 0.452137 11 1 0.65458 4 1 0.714812 9 2 0.362507 0 1 0.315919 11 5 0.680174 3 4 0.461796 7 4 0.327121 11 4 0.175403 2 2 0.452344 1 2 0.208681 5 5 0.713623 2 1 0.110053 10 3 0.108348 5 4 0.73449 9 4 0.332553 7 4 0.150173 9 3 0.60234 1 3 0.153026 10 3 0.0898974 5 3 0.733662 7 1 0.294694 3 4 0.165294 10 3 0.56793 6 4 0.638608 2 2 0.77005 5 2 0.466814 8 1 0.386885 6 1 0.228518 0 1 0.811145 11 2 0.0746599 4 4 0.276244 6 2 0.0926108 9 3 0.929177 5 2 0.548016 0 5 0.949507 11 5 0.662318 0 2 0.534074 5 4 0.775516 11 4 0.470532 1 5 0.651586 6 5 0.945348 2 4 0.392724 0 1 0.297868 9 2 0.289496 1 1 0.0175223 STREAMCOST 2.46822 8.27727 3.50167 3.79211 1.06356 7.96042 7.7388 2.30328 8.68433 2.85405 9.33132 3.58359 HEUR 2 14 20 34.6136 14 21 48.4804 14 40 53.8607 14 41 79.4405 14 42 58.2836 14 43 205.831 14 44 80.0707 14 45 88.0077 14 46 56.4865 14 47 49.717 14 30 41.4351 14 31 51.522 14 32 59.2161 14 33 41.4351 # ARGUMENTS VAR RATIO 10 TREE 15 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 13 13 3 9 1 2 6 13 VALUE 3 5 0.53 0 2 0.822298 3 4 0.111741 2 2 0.872429 11 1 0.264147 6 4 0.550883 10 5 0.807079 5 2 0.833544 2 4 0.0467064 9 1 0.116599 2 2 0.998543 9 2 0.259154 9 1 0.473474 11 3 0.273671 11 2 0.109447 5 3 0.346195 1 2 0.538349 8 2 0.350515 6 3 0.665628 9 2 0.857222 7 3 0.642725 9 3 0.694774 4 2 0.39042 1 3 0.843663 0 4 0.0568312 8 1 0.588909 8 1 0.029159 5 3 0.72926 1 4 0.0307556 3 4 0.148308 5 1 0.974607 4 2 0.214717 2 4 0.684046 5 2 0.925797 9 2 0.7918 1 3 0.869349 3 5 0.0239044 2 2 0.309768 1 4 0.727523 6 3 0.910825 6 2 0.684569 7 3 0.174588 7 4 0.823849 6 3 0.327778 10 3 0.2204 0 1 0.612864 0 4 0.917941 11 4 0.995227 2 2 0.547552 7 5 0.69715 10 2 0.127592 1 2 0.0529411 3 5 0.569105 1 4 0.617528 3 2 0.607852 7 3 0.285163 11 3 0.201367 0 1 0.649667 0 4 0.420494 11 3 0.109685 STREAMCOST 6.16377 8.25973 8.92336 2.08936 2.80648 8.57413 4.7906 2.78803 9.3905 9.24343 4.26962 5.63465 HEUR 2 15 20 27.6947 15 21 71.7633 15 40 88.8699 15 41 94.5206 15 42 70.9542 15 43 184.751 15 44 136.164 15 45 90.6061 15 46 80.9904 15 47 73.2875 15 30 30.0412 15 31 72.1716 15 32 72.175 15 33 41.2853 # ARGUMENTS VAR RATIO 10 TREE 16 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 4 5 8 1 9 5 1 3 VALUE 4 4 0.223081 1 4 0.653823 1 5 0.0703249 10 5 0.685522 6 1 0.0779923 7 4 0.563935 1 4 0.250281 4 2 0.710991 8 2 0.464264 1 2 0.308148 5 4 0.120879 4 5 0.194615 6 2 0.472019 1 2 0.821232 0 1 0.752445 2 3 0.761141 9 5 0.790449 6 1 0.452689 7 3 0.0532993 1 4 0.668884 5 5 0.467996 7 4 0.985344 8 4 0.263329 1 1 0.409153 9 2 0.816142 9 1 0.789373 6 1 0.340674 9 2 0.134511 2 2 0.271491 9 5 0.576035 2 1 0.356407 9 1 0.0320826 7 4 0.230405 8 4 0.391614 7 3 0.420104 7 4 0.71476 STREAMCOST 9.74841 9.99384 8.29035 9.66776 4.8759 7.89061 9.61956 7.36583 1.42982 8.41504 7.59504 4.91888 HEUR 2 16 20 44.5107 16 21 60.0589 16 40 67.3505 16 41 113.063 16 42 80.3072 16 43 213.377 16 44 138.192 16 45 97.2913 16 46 85.9154 16 47 67.6241 16 30 49.6453 16 31 61.2189 16 32 101.254 16 33 49.661 # ARGUMENTS VAR RATIO 10 TREE 17 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 5 3 8 13 3 14 2 13 VALUE 9 3 0.656334 1 4 0.219501 6 4 0.0390629 10 2 0.0412726 11 4 0.0600447 6 5 0.0343132 10 2 0.0511937 5 4 0.272706 6 1 0.597513 3 3 0.377854 3 1 0.297726 5 3 0.524671 4 1 0.788701 3 3 0.4046 1 2 0.150907 7 1 0.51762 8 4 0.292317 2 1 0.512492 9 4 0.567991 7 1 0.063389 6 2 0.158959 6 4 0.804911 1 2 0.444996 11 5 0.816489 9 2 0.0679787 5 5 0.763188 7 1 0.718776 9 4 0.00988806 10 2 0.133946 2 4 0.922634 10 5 0.829305 2 1 0.828193 4 2 0.437252 11 3 0.341627 5 3 0.130429 11 5 0.0106956 0 2 0.579284 9 3 0.502738 11 1 0.197444 2 1 0.957303 10 1 0.0156962 4 4 0.976751 9 3 0.872044 8 5 0.39309 3 4 0.236381 8 2 0.912999 8 2 0.0827355 4 4 0.674856 10 3 0.692897 6 4 0.331298 4 5 0.220192 2 2 0.761437 8 1 0.0641278 11 3 0.250369 5 1 0.640875 6 1 0.148575 6 4 0.960346 6 3 0.847836 6 1 0.988007 4 5 0.622205 5 2 0.0801513 STREAMCOST 5.17843 8.83942 5.72166 7.41778 7.13774 7.58901 2.1219 8.41258 4.53894 7.70481 2.23077 4.71756 HEUR 2 17 20 35.4218 17 21 48.7108 17 40 49.6481 17 41 92.0981 17 42 50.9176 17 43 138.728 17 44 122.498 17 45 136.502 17 46 67.8411 17 47 63.5885 17 30 36.0729 17 31 50.376 17 32 50.3761 17 33 36.0733 # ARGUMENTS VAR RATIO 10 TREE 18 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 10 2 8 7 14 4 3 14 VALUE 10 2 0.750136 0 4 0.426891 11 3 0.256968 10 1 0.979012 7 2 0.847312 6 4 0.594323 0 2 0.111603 7 2 0.203552 8 2 0.861626 7 1 0.392383 7 3 0.699656 10 2 0.520989 9 5 0.814048 8 1 0.264718 11 3 0.4766 11 4 0.190095 2 3 0.807526 5 2 0.774353 3 4 0.301918 10 5 0.546452 6 2 0.191677 9 4 0.944988 7 3 0.533204 9 3 0.748162 0 1 0.695238 10 3 0.470202 0 5 0.0136375 5 2 0.752965 11 3 0.225601 0 1 0.113772 0 3 0.341627 5 5 0.218112 2 1 0.934605 4 5 0.0554412 0 4 0.784903 3 4 0.77086 6 3 0.269113 3 4 0.626457 9 3 0.475666 3 5 0.1356 5 4 0.671522 11 3 0.19592 3 4 0.944196 5 4 0.0153507 7 3 0.0353689 6 5 0.218285 5 4 0.475943 7 1 0.502075 4 5 0.326164 2 1 0.243008 9 5 0.523242 7 5 0.691317 9 5 0.629353 8 1 0.568436 9 3 0.378926 3 3 0.491559 0 3 0.153416 10 2 0.170787 4 3 0.0475051 11 2 0.30514 2 3 0.386451 5 5 0.78209 STREAMCOST 7.97452 1.09258 8.23181 6.1697 2.72335 8.04929 6.92855 9.45615 5.82819 7.58574 5.28424 9.68187 HEUR 2 18 20 73.0415 18 21 84.9725 18 40 106.664 18 41 175.809 18 42 123.97 18 43 264.406 18 44 187.802 18 45 163.694 18 46 187.917 18 47 180.237 18 30 78.4609 18 31 98.2952 18 32 103.328 18 33 78.4611 # ARGUMENTS VAR RATIO 10 TREE 19 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 2 7 12 7 4 11 3 4 VALUE 3 4 0.0829996 0 4 0.117536 9 1 0.982742 11 4 0.603244 2 5 0.549027 6 3 0.0517737 2 4 0.113726 3 3 0.597456 1 5 0.532686 5 2 0.181518 8 3 0.372927 7 5 0.559364 9 4 0.608034 8 4 0.143395 7 5 0.268484 3 4 0.910755 3 4 0.709376 9 1 0.808267 8 4 0.552168 0 3 0.89352 4 2 0.172613 3 3 0.342778 0 2 0.825558 2 4 0.200303 0 2 0.0765366 4 1 0.100367 11 1 0.599444 11 1 0.740519 4 2 0.863837 10 3 0.358689 11 2 0.13566 0 4 0.0559425 11 4 0.935364 7 5 0.148044 8 4 0.938993 1 3 0.904107 5 2 0.0312776 7 5 0.803739 2 1 0.728309 2 5 0.501377 10 3 0.834372 4 3 0.822958 4 1 0.164831 7 3 0.325321 9 4 0.442274 0 1 0.112121 2 5 0.997437 7 2 0.375019 10 2 0.163961 10 5 0.74358 STREAMCOST 4.6015 7.4677 6.87411 4.01723 7.39659 7.02156 4.60853 9.62059 9.20644 7.32026 1.48526 3.94667 HEUR 2 19 20 63.9779 19 21 70.1783 19 40 76.0903 19 41 152.798 19 42 87.1741 19 43 240.231 19 44 117 19 45 181.683 19 46 99.2786 19 47 94.3545 19 30 75.046 19 31 75.4509 19 32 79.4227 19 33 75.046 # ARGUMENTS VAR RATIO 10 TREE 20 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 9 14 14 15 14 15 13 10 VALUE 0 4 0.691758 11 2 0.672866 6 1 0.657951 10 1 0.816554 3 4 0.718606 8 4 0.477388 10 5 0.775245 3 1 0.906534 1 1 0.751281 6 2 0.474524 3 2 0.857626 3 5 0.987114 6 5 0.178781 2 4 0.453444 5 3 0.631253 3 5 0.874197 5 2 0.49794 3 4 0.575938 7 5 0.268795 2 1 0.834912 9 4 0.480984 5 2 0.0890517 6 2 0.263629 5 2 0.764972 7 1 0.55745 0 2 0.674042 4 1 0.257975 9 3 0.71551 1 2 0.598134 3 5 0.268134 1 1 0.734301 4 3 0.0157418 9 2 0.803971 11 4 0.195854 7 5 0.664489 1 4 0.230147 5 1 0.513568 11 3 0.925754 0 5 0.708116 5 4 0.542803 9 2 0.459409 8 2 0.633953 3 2 0.557229 10 1 0.40014 7 2 0.94457 9 5 0.0479323 10 4 0.344752 1 4 0.966264 6 1 0.659317 9 2 0.295553 7 3 0.0481574 9 4 0.64608 3 3 0.165636 10 2 0.52694 1 2 0.914638 9 2 0.989797 1 4 0.117002 9 4 0.880749 10 2 0.035537 11 1 0.862411 10 4 0.515092 4 5 0.460804 6 1 0.773256 5 3 0.437076 9 3 0.385405 7 2 0.979424 5 4 0.395065 0 5 0.234165 4 2 0.371581 4 3 0.801373 5 1 0.662805 1 1 0.56532 8 1 0.253661 5 5 0.677111 1 1 0.806797 8 2 0.802017 1 5 0.731169 10 5 0.421017 0 5 0.237573 3 3 0.708461 9 3 0.972503 3 5 0.0448475 7 2 0.444375 10 3 0.56148 8 1 0.726641 6 4 0.394545 4 3 0.945396 3 4 0.506233 3 4 0.636487 3 5 0.884666 0 4 0.0770363 8 5 0.179917 9 5 0.736887 11 5 0.658879 2 1 0.105502 2 4 0.913015 5 5 0.759653 5 3 0.0487633 3 3 0.381783 1 4 0.378819 8 3 0.970605 11 4 0.0641064 5 5 0.128403 5 3 0.971803 STREAMCOST 4.68702 4.40046 3.30038 1.56075 6.56259 8.17578 9.05513 8.34794 7.00752 4.07884 6.18268 1.824 HEUR 2 20 20 46.7385 20 21 47.0638 20 40 60.2624 20 41 119.855 20 42 57.3307 20 43 228.462 20 44 149.884 20 45 130.679 20 46 80.6727 20 47 65.2124 20 30 55.8796 20 31 57.0155 20 32 57.0155 20 33 55.8796 # ARGUMENTS VAR RATIO 10 TREE 21 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 1 12 5 11 11 1 1 15 VALUE 2 4 0.0507733 1 2 0.846188 7 2 0.308114 9 3 0.174681 0 3 0.867404 1 1 0.77151 2 2 0.49593 5 5 0.967012 9 2 0.970485 6 4 0.499477 4 2 0.408718 6 4 0.875763 3 5 0.854103 11 5 0.292758 9 2 0.516669 3 1 0.0851721 3 4 0.283943 4 2 0.606658 5 1 0.544368 4 2 0.804374 9 3 0.726684 9 5 0.398324 3 5 0.614825 10 4 0.0822989 4 5 0.410354 6 5 0.614949 7 4 0.89834 2 3 0.892864 9 4 0.858889 5 4 0.832141 10 1 0.698861 3 3 0.712736 3 2 0.820084 7 1 0.732915 4 2 0.231212 7 3 0.502751 10 1 0.327742 7 5 0.420948 9 2 0.665694 11 2 0.686538 9 4 0.467601 4 4 0.0807768 5 2 0.864086 1 4 0.955521 2 4 0.179246 4 5 0.947768 4 2 0.381035 8 1 0.720104 7 2 0.804178 0 5 0.426472 2 1 0.857342 8 1 0.380151 4 2 0.382279 9 3 0.349433 6 4 0.529077 3 3 0.54472 11 3 0.246576 STREAMCOST 6.77701 2.87473 3.16983 8.34427 9.43204 3.7348 6.80395 7.07853 2.95132 9.31292 7.15826 1.62972 HEUR 2 21 20 68.6352 21 21 124.454 21 40 127.116 21 41 153.267 21 42 119.375 21 43 243.698 21 44 121.912 21 45 144.996 21 46 108.22 21 47 102.978 21 30 84.2485 21 31 113.778 21 32 127.109 21 33 84.7172 # ARGUMENTS VAR RATIO 10 TREE 22 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 4 11 8 11 7 10 13 12 VALUE 2 5 0.338864 10 2 0.234638 8 1 0.220405 5 5 0.802211 0 1 0.561204 1 5 0.0889699 8 5 0.189111 5 1 0.128925 9 2 0.957832 4 4 0.000265782 3 5 0.767993 11 4 0.935053 4 1 0.615206 1 3 0.886402 7 2 0.702636 11 1 0.744397 11 4 0.988886 11 4 0.940287 9 3 0.0290764 6 1 0.645806 10 1 0.744932 11 3 0.327634 1 4 0.484284 2 3 0.7018 3 5 0.0456615 6 3 0.78576 1 3 0.0452101 6 4 0.688653 10 3 0.125207 7 1 0.814548 5 4 0.197559 2 4 0.500665 7 4 0.4435 0 5 0.78346 8 5 0.21873 4 1 0.843283 6 4 0.313421 1 5 0.777007 1 2 0.314074 8 2 0.829345 8 4 0.82854 4 4 0.567026 2 5 0.858453 6 1 0.4015 4 4 0.953148 5 5 0.823736 0 1 0.673016 0 1 0.966417 6 5 0.242123 1 1 0.151058 6 5 0.571795 5 3 0.181935 6 3 0.323752 6 5 0.118748 3 1 0.862088 6 4 0.392637 8 1 0.0304536 1 4 0.623174 11 5 0.506545 10 5 0.807813 5 3 0.200029 1 5 0.569947 9 4 0.0579529 9 4 0.444918 5 4 0.851211 1 2 0.106156 2 1 0.872189 11 4 0.112444 9 3 0.0287326 9 4 0.255242 9 4 0.395937 1 1 0.653647 2 1 0.889496 5 4 0.362007 10 5 0.267044 1 4 0.690853 STREAMCOST 4.91488 2.3607 5.63202 3.77499 6.08858 7.65134 1.31064 2.61688 8.85148 1.3072 4.15068 8.31759 HEUR 2 22 20 34.7461 22 21 35.9607 22 40 41.757 22 41 83.411 22 42 45.4645 22 43 232.336 22 44 87.6629 22 45 188.941 22 46 75.0744 22 47 73.2888 22 30 40.6333 22 31 40.8971 22 32 40.9348 22 33 40.6333 # ARGUMENTS VAR RATIO 10 TREE 23 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 8 11 15 3 12 12 5 9 VALUE 2 3 0.686222 2 1 0.0998201 4 2 0.618052 10 3 0.426765 0 4 0.884032 11 5 8.30938e-05 3 5 0.589582 5 5 0.681557 10 4 0.0650754 6 2 0.394941 3 3 0.822466 4 4 0.667162 1 4 0.000528811 10 5 0.172184 1 2 0.421597 10 2 0.43273 10 5 0.428602 5 5 0.302428 8 4 0.119227 0 3 0.676243 1 3 0.0775341 7 5 0.920427 5 1 0.162012 10 3 0.70486 7 5 0.773613 10 4 0.292806 6 1 0.178247 1 2 0.954299 6 1 0.396746 3 3 0.48877 11 1 0.901602 10 3 0.110643 9 4 0.827716 0 2 0.189782 0 4 0.465763 9 5 0.970985 1 3 0.231251 9 5 0.468711 1 3 0.916408 4 2 0.823279 7 3 0.951588 1 2 0.96591 5 1 0.972518 11 2 0.522347 2 1 0.687946 8 5 0.247593 5 5 0.10137 9 4 0.496989 1 3 0.0532671 5 2 0.387266 10 3 0.7986 4 2 0.29208 1 4 0.126725 10 3 0.936199 6 4 0.503535 3 1 0.7818 9 2 0.596051 1 4 0.551668 5 4 0.0744592 3 4 0.497693 5 5 0.0064283 9 1 0.330623 5 3 0.878266 7 3 0.979667 7 3 0.56835 6 2 0.132279 3 2 0.00502492 10 1 0.243837 6 3 0.647495 2 1 0.26985 8 4 0.605565 7 5 0.20624 10 5 0.518314 2 4 0.216838 1 1 0.954554 STREAMCOST 1.25227 9.05591 5.46376 6.02512 4.6588 3.53815 1.51636 6.75451 8.44502 4.75325 1.3801 6.64509 HEUR 2 23 20 51.7853 23 21 52.6057 23 40 54.3241 23 41 106.25 23 42 71.4497 23 43 202.115 23 44 108.163 23 45 120.716 23 46 59.7196 23 47 54.6948 23 30 49.2957 23 31 52.2463 23 32 52.5114 23 33 49.2957 # ARGUMENTS VAR RATIO 10 TREE 24 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 15 5 11 1 15 5 4 15 VALUE 4 3 0.739841 9 5 0.474051 3 4 0.136545 3 2 0.559965 3 1 0.366415 7 4 0.402228 10 5 0.534115 8 2 0.274779 8 3 0.561729 6 3 0.955911 10 3 0.84278 4 2 0.562434 7 3 0.680239 4 5 0.344843 10 5 0.942426 11 4 0.95343 7 5 0.227683 1 3 0.18826 9 2 0.84422 11 3 0.0704568 9 3 0.499677 4 5 0.335995 7 2 0.861614 6 2 0.318198 4 4 0.624375 3 1 0.684342 1 3 0.41683 7 3 0.612879 11 5 0.409259 1 4 0.636885 11 5 0.916664 3 1 0.0506992 11 5 0.889048 4 4 0.491042 1 3 0.573429 9 5 0.629497 6 3 0.350762 6 3 0.431471 10 3 0.114097 8 1 0.0376787 11 3 0.288743 1 3 0.607672 3 3 0.596891 5 4 0.281178 3 2 0.857972 11 5 0.74638 3 5 0.65956 11 5 0.554986 9 5 0.179464 2 4 0.315075 11 1 0.362812 3 1 0.934961 4 5 0.57111 1 1 0.19501 7 2 0.0655655 2 5 0.89337 1 4 0.199388 2 3 0.842438 5 3 0.765551 1 1 0.135458 8 3 0.275603 1 4 0.367074 6 5 0.20979 8 1 0.728044 9 3 0.474584 1 3 0.0842117 11 3 0.643525 11 3 0.323902 5 2 0.248831 4 2 0.218614 0 1 0.932405 STREAMCOST 4.19764 4.53033 6.55987 6.83459 3.87043 4.21066 6.71753 1.99396 3.9631 5.03702 6.09311 5.22031 HEUR 2 24 20 49.0443 24 21 53.28 24 40 54.4078 24 41 119.992 24 42 52.4799 24 43 210.1 24 44 112.352 24 45 123.351 24 46 81.2259 24 47 62.1856 24 30 54.1236 24 31 55.1537 24 32 57.0677 24 33 54.1689 # ARGUMENTS VAR RATIO 10 TREE 25 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 14 11 9 7 5 2 3 3 VALUE 4 1 0.117376 3 4 0.620909 5 1 0.556229 3 2 0.761255 4 5 0.113041 0 3 0.53194 7 3 0.161985 7 3 0.659345 3 2 0.699186 3 2 0.907128 10 2 0.481343 2 3 0.943247 4 3 0.997541 7 3 0.849676 6 2 0.0344498 7 4 0.458004 5 4 0.436935 9 2 0.149444 10 2 0.669612 7 3 0.502368 3 4 0.525819 7 3 0.896776 8 4 0.828346 1 5 0.903585 0 3 0.644862 11 2 0.510903 6 4 0.958092 9 5 0.666186 3 1 0.512376 0 1 0.969691 7 4 0.132421 10 4 0.577135 0 1 0.331044 9 4 0.40892 6 3 0.655146 5 4 0.408136 8 1 0.415219 4 2 0.528463 9 1 0.712552 5 1 0.0479295 10 2 0.440821 10 2 0.662077 10 4 0.547778 10 2 0.0196892 0 5 0.206257 1 3 0.725973 1 2 0.836928 7 4 0.36767 2 2 0.766994 3 2 0.310728 5 2 0.215064 3 5 0.314952 9 1 0.676561 3 1 0.918062 STREAMCOST 6.94787 6.843 1.84996 3.28019 8.48046 7.43781 2.01474 3.74593 6.10147 3.98283 2.57163 6.55214 HEUR 2 25 20 39.0493 25 21 57.4492 25 40 67.618 25 41 90.8223 25 42 68.1433 25 43 172.147 25 44 107.817 25 45 114.162 25 46 59.9457 25 47 51.3004 25 30 49.0817 25 31 64.6933 25 32 64.7263 25 33 49.0817 # ARGUMENTS VAR RATIO 10 TREE 26 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 5 11 8 5 12 9 12 2 VALUE 10 1 0.187921 2 2 0.750785 5 5 0.739122 7 1 0.387216 2 4 0.538826 2 2 0.00743174 9 3 0.269693 10 2 0.663801 11 1 0.913214 0 3 0.857114 5 4 0.653704 4 3 0.648619 11 3 0.141982 8 5 0.484727 7 3 0.720486 10 2 0.165595 7 5 0.750635 7 4 0.776297 11 4 0.88873 9 4 0.241479 3 3 0.682594 3 2 0.970252 1 1 0.569917 3 3 0.935902 6 4 0.854343 9 1 0.632129 4 2 0.973622 0 5 0.931895 11 2 0.0509564 2 5 0.793792 9 1 0.239615 6 1 0.91726 2 1 0.75272 10 5 0.679496 9 1 0.186609 3 3 0.682231 0 3 0.52324 8 1 0.342711 2 5 0.108195 7 4 0.227181 11 4 0.52636 10 2 0.509867 6 4 0.99047 1 4 0.664117 4 3 0.975725 4 4 0.665778 0 3 0.985406 3 2 0.224414 3 4 0.313728 2 4 0.338831 5 2 0.271451 1 5 0.282308 4 4 0.267752 3 5 0.844747 5 2 0.700597 8 3 0.246308 8 5 0.0615164 3 1 0.579829 3 4 0.612245 11 1 0.458666 4 2 0.67962 5 5 0.672456 3 2 0.103709 3 5 0.696183 STREAMCOST 5.99979 3.37602 1.0454 2.6149 4.28214 4.00109 7.92518 3.29767 3.48065 1.85969 3.6323 4.2243 HEUR 2 26 20 32.261 26 21 32.3715 26 40 37.6462 26 41 103.114 26 42 41.3795 26 43 170.61 26 44 56.5027 26 45 124.999 26 46 44.127 26 47 39.1909 26 30 34.4124 26 31 35.2806 26 32 36.9128 26 33 34.4733 # ARGUMENTS VAR RATIO 10 TREE 27 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 7 8 13 14 12 8 14 6 VALUE 4 2 0.979457 10 5 0.87855 2 4 0.741828 4 4 0.631973 10 2 0.858013 9 4 0.00490548 10 2 0.186756 0 2 0.0673871 4 2 0.793713 10 1 0.169812 2 5 0.0811691 2 2 0.00054344 9 3 0.162906 7 1 0.236704 8 5 0.18098 2 3 0.605844 4 3 0.513572 5 2 0.202009 8 3 0.849435 10 5 0.931482 8 1 0.476587 7 3 0.0180652 7 1 0.076037 8 1 0.206996 11 5 0.583322 6 1 0.29809 0 4 0.83693 7 5 0.458732 8 1 0.387007 3 4 0.588898 11 4 0.288153 9 4 0.606277 6 2 0.877366 11 5 0.258412 5 1 0.596214 5 2 0.872836 11 3 0.210398 7 3 0.914675 7 1 0.910971 1 1 0.990698 8 3 0.754751 10 5 0.605715 2 5 0.975596 10 2 0.599635 10 1 0.10466 0 4 0.429836 10 4 0.561028 9 3 0.931185 0 3 0.393214 9 2 0.608384 2 1 0.395524 2 5 0.347525 2 2 0.849631 7 3 0.276931 2 2 0.171264 6 3 0.214267 2 5 0.51437 0 4 0.589057 11 1 0.0354171 0 5 0.751727 8 5 0.183192 8 5 0.838354 6 1 0.709649 8 4 0.150031 11 2 0.391868 9 5 0.558364 5 4 0.903727 3 4 0.0387348 4 2 0.0719533 9 3 0.0718777 6 2 0.555063 1 2 0.436442 11 2 0.621737 3 4 0.076029 8 4 0.947095 5 2 0.503605 1 2 0.727712 7 2 0.849363 3 1 0.0597464 11 1 0.871613 2 2 0.034821 1 4 0.958792 STREAMCOST 3.01766 1.60865 7.01816 4.35674 6.60992 6.10609 7.5522 9.34453 8.50511 4.64435 2.01911 5.21159 HEUR 2 27 20 41.124 27 21 39.8482 27 40 52.5635 27 41 139.101 27 42 52.9258 27 43 236.018 27 44 99.2334 27 45 156.053 27 46 71.6183 27 47 66.356 27 30 40.861 27 31 40.8678 27 32 40.8968 27 33 40.8671 # ARGUMENTS VAR RATIO 10 TREE 28 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 11 3 9 5 2 3 6 6 VALUE 9 2 0.510993 0 1 0.487262 10 5 0.955372 9 5 0.575754 2 5 0.970795 10 2 0.870024 0 4 0.94606 9 5 0.479388 3 4 0.166274 6 2 0.161616 6 3 0.308037 11 3 0.86432 9 4 0.562394 4 5 0.218529 11 3 0.332579 7 1 0.953202 9 4 0.149384 10 4 0.0992484 11 2 0.0730958 9 3 0.4759 10 1 0.14554 6 4 0.866984 9 3 0.675079 6 1 0.175604 0 5 0.656023 10 2 0.754206 11 5 0.533383 4 1 0.74297 8 4 0.627175 2 5 0.262683 1 3 0.610382 8 2 0.632164 9 1 0.156282 11 5 0.634612 5 5 0.833234 3 2 0.0526723 1 1 0.6737 5 3 0.651341 10 1 0.997128 5 2 0.700964 8 5 0.284732 9 4 0.519947 5 5 0.868016 9 1 0.164307 11 1 0.0488857 STREAMCOST 7.56874 7.30491 4.69218 6.8675 5.97884 1.41813 5.71939 2.77571 4.19569 3.97546 2.68657 7.7738 HEUR 2 28 20 79.3486 28 21 90.7794 28 40 102.641 28 41 136.577 28 42 111.73 28 43 204.9 28 44 121.267 28 45 143.386 28 46 120.219 28 47 116.049 28 30 84.7339 28 31 91.9934 28 32 96.1608 28 33 86.5671 # ARGUMENTS VAR RATIO 10 TREE 29 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 13 13 5 6 2 15 12 8 VALUE 5 2 0.542297 3 4 0.854609 10 5 0.7682 8 4 0.841473 2 1 0.720309 2 1 0.35281 4 3 0.610672 1 2 0.0251016 3 1 0.684464 11 5 0.314214 9 4 6.34971e-05 3 5 0.471445 9 4 0.956012 4 3 0.721374 7 2 0.733807 4 3 0.677046 9 2 0.437988 0 1 0.792674 7 5 0.478644 4 4 0.773619 1 1 0.663723 7 3 0.80307 9 4 0.427873 0 2 0.653437 5 1 0.919537 10 2 0.301184 11 3 0.113741 10 5 0.137872 10 5 0.947262 6 2 0.934072 10 4 0.803531 1 1 0.0690776 3 5 0.567093 6 5 0.0430071 0 3 0.359622 11 4 0.806836 8 4 0.961531 3 1 0.738127 4 5 0.553368 0 3 0.432514 6 5 0.391557 10 5 0.698669 0 3 0.174421 3 2 0.563309 6 3 0.370642 0 4 0.576994 8 4 0.00483974 8 4 0.453553 5 2 0.263194 11 2 0.993905 0 4 0.473384 11 3 0.79792 9 5 0.374652 4 5 0.105825 5 1 0.367349 5 5 0.466623 4 4 0.141086 2 5 0.602755 7 3 0.84456 0 1 0.202515 4 3 0.16782 11 4 0.595364 3 5 0.0818059 5 4 0.174808 11 3 0.733514 1 4 0.955849 6 3 0.578778 5 4 0.00469258 6 2 0.477047 8 5 0.0892683 5 4 0.207044 5 2 0.0912818 1 3 0.577672 10 1 0.486181 STREAMCOST 8.85078 4.4298 9.22521 1.54281 6.85768 9.57412 6.90352 5.25382 7.33754 5.17242 5.20271 4.40532 HEUR 2 29 20 60.4181 29 21 91.4331 29 40 90.9763 29 41 166.128 29 42 101.905 29 43 256.431 29 44 192.61 29 45 157.469 29 46 103.869 29 47 92.0991 29 30 64.1321 29 31 89.8506 29 32 89.9757 29 33 64.1321 # ARGUMENTS VAR RATIO 10 TREE 30 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 10 14 6 4 10 7 3 10 VALUE 11 4 0.346662 7 5 0.927394 2 4 0.585694 0 3 0.440224 1 1 0.544136 2 3 0.974305 9 1 0.93385 6 1 0.231442 2 2 0.994194 5 2 0.0600617 2 5 0.6291 11 4 0.0247881 8 1 0.0311308 3 5 0.529367 3 5 0.555613 11 2 0.99396 0 4 0.494149 4 5 0.375994 4 4 0.515382 1 3 0.969208 4 5 0.744137 0 2 0.262793 7 2 0.316133 3 2 0.218673 2 1 0.69795 4 2 0.341707 3 4 0.373894 9 3 0.323318 11 1 0.818976 6 1 0.625498 0 2 0.784654 1 2 0.64767 4 2 0.81437 5 5 0.425622 5 3 0.845312 8 2 0.993184 0 4 0.264146 3 3 0.324922 8 4 0.313437 10 3 0.871413 9 3 0.684491 2 2 0.626348 6 1 0.63265 5 3 0.859872 1 4 0.618001 3 3 0.7277 1 1 0.0308219 2 5 0.0212059 3 4 0.0571346 7 2 0.0139276 4 1 0.986384 7 5 0.583136 6 3 0.993103 3 5 0.176908 10 1 0.161718 2 2 0.867586 3 3 0.340863 0 2 0.324593 7 4 0.050654 2 5 0.447634 0 2 0.531639 8 1 0.629914 8 3 0.117088 9 1 0.118552 STREAMCOST 9.21143 5.64966 3.79641 3.85409 3.84078 7.12014 8.26327 1.23355 4.68965 8.83828 5.60749 5.92657 HEUR 2 30 20 73.3043 30 21 77.5457 30 40 86.363 30 41 149.162 30 42 97.3118 30 43 212.638 30 44 164.679 30 45 172.816 30 46 107.644 30 47 106.999 30 30 76.6624 30 31 81.5161 30 32 82.1495 30 33 77.1608 # ARGUMENTS VAR RATIO 10 TREE 31 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 5 1 15 5 12 10 15 10 VALUE 2 2 0.136917 2 5 0.918072 0 5 0.0753327 10 3 0.112173 1 5 0.382393 6 4 0.244681 5 1 0.0439563 8 1 0.992127 5 1 0.0625733 2 2 0.519211 11 3 0.282811 0 2 0.618585 4 3 0.82599 2 3 0.789741 3 2 0.340188 0 5 0.906951 2 5 0.242272 6 4 0.361257 4 3 0.461442 7 4 0.649949 1 5 0.234017 8 3 0.60862 0 1 0.0902367 7 1 0.12355 3 4 0.910903 9 5 0.262397 9 4 0.469254 10 5 0.437415 3 1 0.0816361 6 1 0.425104 5 4 0.303712 4 2 0.0912454 0 5 0.579463 6 4 0.52928 4 2 0.162964 8 2 0.590758 9 3 0.357788 6 2 0.15365 9 1 0.867437 5 4 0.287793 4 1 0.42008 7 3 0.448943 5 4 0.861569 0 5 0.390382 0 1 0.320659 2 3 0.0769865 7 3 0.631513 1 3 0.895906 4 5 0.0422335 2 1 0.235377 9 5 0.180233 1 3 0.655092 9 5 0.439038 7 3 0.577332 0 3 0.432179 11 3 0.266983 3 4 0.618832 5 2 0.895648 1 3 0.374904 5 4 0.808061 4 3 0.552 0 4 0.114011 8 3 0.90441 8 4 0.866466 4 2 0.986349 4 5 0.249684 6 5 0.582685 0 3 0.0979142 4 2 0.0794259 3 2 0.20275 0 5 0.307943 3 1 0.603349 9 1 0.892379 STREAMCOST 1.28716 9.17188 3.17493 9.67243 5.74661 5.16997 7.40855 5.22135 6.68751 9.8749 3.61801 3.79097 HEUR 2 31 20 38.2674 31 21 48.7162 31 40 59.4865 31 41 111.499 31 42 52.9444 31 43 256.811 31 44 92.3736 31 45 135.752 31 46 56.3217 31 47 52.7127 31 30 50.5259 31 31 57.2297 31 32 57.2627 31 33 50.5259 # ARGUMENTS VAR RATIO 10 TREE 32 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 13 1 6 7 9 5 15 12 VALUE 8 4 0.816205 4 1 0.455959 11 2 0.609109 9 3 0.827059 1 1 0.345186 3 4 0.888237 5 5 0.551488 8 4 0.764563 7 1 0.0499328 6 3 0.364988 9 5 0.910908 5 1 0.973196 10 3 0.46096 4 3 0.00129833 11 1 0.162424 9 4 0.121243 1 4 0.810777 8 1 0.923901 6 3 0.1665 2 2 0.490886 0 4 0.238576 7 4 0.356366 9 1 0.695202 10 2 0.814516 5 4 0.524121 6 2 0.656702 5 2 0.984784 3 3 0.522292 4 2 0.727905 9 5 0.355527 0 5 0.290017 1 4 0.472429 5 3 0.00692847 10 3 0.277964 3 3 0.604152 11 2 0.156595 11 4 0.588232 11 1 0.461628 6 4 0.357978 6 1 0.888521 1 5 0.784235 3 3 0.461514 2 5 0.624102 11 4 0.688766 3 4 0.129818 11 3 0.710369 4 2 0.40508 9 2 0.636921 3 5 0.552883 1 3 0.14112 9 1 0.700773 4 4 0.22827 3 4 0.210315 4 3 0.752095 1 1 0.171364 0 2 0.643456 0 3 0.226387 2 4 0.615135 7 2 0.53294 7 4 0.508252 9 2 0.374856 4 5 0.387858 10 5 0.586889 7 4 0.677465 3 1 0.388367 3 1 0.027476 2 2 0.755054 3 3 0.0915173 STREAMCOST 6.68649 2.7393 9.61806 3.79879 1.84828 5.60336 2.14954 4.25347 4.66008 7.71432 3.00447 5.34106 HEUR 2 32 20 47.4488 32 21 49.8729 32 40 51.4938 32 41 77.5087 32 42 60.6418 32 43 188.293 32 44 119.084 32 45 143.847 32 46 69.1336 32 47 66.0945 32 30 53.3797 32 31 54.3606 32 32 56.0756 32 33 53.3797 # ARGUMENTS VAR RATIO 10 TREE 33 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 4 11 7 11 7 14 4 2 VALUE 10 4 0.18504 7 1 0.850462 11 5 0.680451 0 3 0.817388 11 2 0.393399 11 1 0.463325 4 1 0.163635 8 5 0.964152 10 1 0.494063 2 3 0.363526 5 5 0.720877 9 2 0.207552 7 2 0.142449 5 2 0.560867 0 1 0.953472 1 1 0.914024 7 4 0.722998 3 5 0.634904 9 5 0.527551 8 2 0.524222 4 1 0.0790303 5 3 0.103223 1 1 0.295238 10 5 0.0155143 4 1 0.340814 8 4 0.07598 0 2 0.472388 1 4 0.14403 9 3 0.241245 10 2 0.768722 1 5 0.595736 9 1 0.902428 9 5 0.500127 11 1 0.166023 4 1 0.619775 8 1 0.634773 5 5 0.0889816 3 4 0.457757 4 5 0.344136 10 2 0.500724 0 5 0.468365 8 5 0.952871 1 2 0.844459 6 2 0.850293 9 4 0.834003 0 5 0.0162784 11 4 0.429036 4 4 0.792851 3 5 0.797489 9 3 0.984496 6 2 0.763329 5 1 0.564581 5 1 0.898191 6 4 0.424707 3 1 0.420863 4 3 0.380988 11 5 0.56071 2 5 0.0952812 2 4 0.235905 2 3 0.658919 STREAMCOST 6.87983 2.53626 9.67484 2.36339 8.96928 7.45798 4.31403 5.77192 4.07646 4.89949 8.65604 8.83754 HEUR 2 33 20 108.048 33 21 126.513 33 40 142.814 33 41 196.522 33 42 156.384 33 43 275.272 33 44 195.572 33 45 203.247 33 46 209.933 33 47 197.62 33 30 117.949 33 31 130.546 33 32 134.429 33 33 117.949 # ARGUMENTS VAR RATIO 10 TREE 34 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 1 3 12 7 2 7 10 7 VALUE 0 1 0.936159 9 3 0.339548 3 3 0.189965 9 3 0.751207 0 4 0.648473 10 5 0.875489 7 2 0.807993 4 5 0.93514 3 4 0.836476 5 2 0.395679 1 3 0.71472 3 3 0.861469 6 2 0.385576 4 5 0.427609 0 5 0.917267 8 1 0.0111879 5 3 0.212106 2 1 0.860369 6 5 0.892898 10 5 0.262019 10 5 0.499657 7 5 0.823824 11 5 0.794812 10 3 0.69369 4 3 0.108592 7 5 0.846741 1 1 0.278412 5 4 0.0334112 7 5 0.223537 1 5 0.620743 6 5 0.0786624 9 1 0.51277 6 1 0.149674 1 2 0.0274086 0 2 0.655924 6 5 0.507998 2 2 0.807052 3 1 0.21179 7 2 0.830843 7 2 0.529531 5 3 0.174024 8 5 0.963983 0 2 0.851403 4 5 0.654036 11 5 0.0910233 8 5 0.935239 1 5 0.0444567 2 4 0.195075 10 3 0.935801 STREAMCOST 3.5278 6.66934 1.16337 3.98246 9.60302 5.23648 6.48039 8.21916 9.02132 9.48524 4.75837 2.47443 HEUR 2 34 20 8.61913 34 21 9.42828 34 40 96.8455 34 41 17.4131 34 42 12.1795 34 43 64.0987 34 44 122.495 34 45 15.7375 34 46 67.3211 34 47 65.5363 34 30 9.13928 34 31 9.42573 34 32 96.1074 34 33 9.14974 # ARGUMENTS VAR RATIO 10 TREE 35 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 7 7 5 11 4 4 5 1 VALUE 9 4 0.111347 6 4 0.604856 3 2 0.682175 10 4 0.994879 9 4 0.0458022 2 5 0.96808 2 5 0.303637 8 5 0.386952 2 5 0.988725 0 4 0.343371 2 4 0.147904 6 3 0.849955 4 4 0.0698801 7 2 0.426485 0 4 0.767528 3 5 0.981145 6 3 0.0844128 5 5 0.20946 6 3 0.881619 0 1 0.914397 4 5 0.832127 1 5 0.439798 7 1 0.869921 10 2 0.0804662 7 5 0.300451 9 2 0.929996 6 2 0.119761 1 2 0.298483 7 1 0.831552 7 2 0.542275 2 2 0.802035 2 4 0.697435 5 4 0.933051 4 4 0.531047 8 3 0.311659 5 1 0.147243 1 2 0.766112 7 3 0.470715 5 3 0.752663 10 5 0.968082 1 1 0.949186 3 1 0.387308 11 3 0.440132 7 1 0.705958 STREAMCOST 7.05512 9.33629 3.38827 9.88143 6.16131 6.88768 2.02251 7.68922 8.7365 1.53327 1.02775 2.70101 HEUR 2 35 20 26.8323 35 21 37.0665 35 40 64.3418 35 41 77.6281 35 42 53.7767 35 43 195.487 35 44 84.5696 35 45 237.929 35 46 72.5038 35 47 58.8195 35 30 27.5828 35 31 36.4639 35 32 82.277 35 33 27.5826 # ARGUMENTS VAR RATIO 10 TREE 36 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 11 2 10 11 15 13 3 13 VALUE 9 1 0.363215 11 1 0.488394 3 3 0.629762 9 1 0.910541 11 4 0.904318 0 3 0.591849 2 4 0.232033 5 1 0.794939 2 4 0.375343 6 3 0.497216 2 4 0.460127 1 2 0.601934 8 2 0.451769 7 3 0.694212 3 3 0.22399 0 2 0.308127 2 2 0.0226792 4 4 0.43935 6 5 0.243392 1 3 0.756395 2 1 0.341936 9 5 0.672774 2 3 0.0254169 8 1 0.957868 5 5 0.353762 3 4 0.959575 5 5 0.18701 1 2 0.990237 5 1 0.802009 2 3 0.0374821 5 1 0.873042 10 1 0.137349 8 1 0.68016 1 2 0.499297 0 2 0.207304 0 5 0.355352 8 4 0.667637 3 3 0.708695 0 4 0.230904 0 2 0.745575 1 4 0.947135 9 2 0.529343 10 2 0.771073 1 1 0.380042 10 4 0.0750587 3 4 0.336536 7 4 0.318217 8 3 0.767698 9 2 0.869081 11 4 0.554668 5 5 0.96718 5 2 0.592248 3 3 0.561898 9 5 0.735801 10 3 0.12481 9 2 0.997357 5 3 0.177752 8 1 0.839428 9 5 0.951172 7 2 0.0043689 11 2 0.773805 3 5 0.626733 5 4 0.937667 5 2 0.243204 6 3 0.5806 0 2 0.0208388 9 1 0.181534 0 1 0.239862 7 5 0.183957 10 2 0.959897 10 1 0.0849796 8 3 0.418458 7 1 0.586163 4 3 0.927981 3 5 0.733247 4 2 0.400841 9 3 0.916183 7 3 0.268633 STREAMCOST 2.45006 2.69236 9.06213 9.31604 9.41674 9.43097 9.43686 6.93185 1.65115 4.3248 8.24934 3.0847 HEUR 2 36 20 43.7735 36 21 54.9138 36 40 58.6487 36 41 101.961 36 42 59.2326 36 43 239.814 36 44 123.039 36 45 111.232 36 46 90.9057 36 47 74.8541 36 30 50.4753 36 31 55.2654 36 32 71.2539 36 33 50.4753 # ARGUMENTS VAR RATIO 10 TREE 37 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 15 3 7 8 3 12 9 5 VALUE 7 5 0.684224 0 1 0.624659 8 4 0.281979 1 4 0.305844 9 3 0.627401 6 3 0.00528398 11 4 0.897067 8 1 0.406557 7 1 0.573377 10 4 0.67288 11 5 0.0512298 2 1 0.859234 1 2 0.364725 8 5 0.364289 11 4 0.332979 7 3 0.539868 2 4 0.902534 5 4 0.605923 2 3 0.365686 7 3 0.364438 0 3 0.824628 4 4 0.295083 0 1 0.806038 11 3 0.833339 0 1 0.465233 0 2 0.946079 6 4 0.936792 10 5 0.582989 9 5 0.464996 6 4 0.684463 0 1 0.679701 1 3 0.551022 10 2 0.945162 10 5 0.658644 6 2 0.975356 3 3 0.512487 3 2 0.475262 9 3 0.615048 8 3 0.629632 2 5 0.0214108 4 5 0.690752 7 3 0.514817 2 2 0.0396344 6 3 0.650392 11 3 0.965501 2 5 0.412141 11 3 0.584153 3 3 0.458672 11 1 0.0713702 6 4 0.344435 5 3 0.781309 2 3 0.264778 3 2 0.137449 9 3 0.396787 11 3 0.79265 0 2 0.146621 1 1 0.220046 5 4 0.146282 2 1 0.12182 10 3 0.488265 3 2 0.371309 1 4 0.922417 STREAMCOST 5.95796 9.59992 4.66339 7.38088 4.21707 8.77935 5.10603 4.93117 6.49569 5.31467 3.20494 1.52429 HEUR 2 37 20 78.7238 37 21 97.6003 37 40 119.905 37 41 129.218 37 42 108.58 37 43 223.018 37 44 167.376 37 45 151.073 37 46 131.823 37 47 125.55 37 30 84.0007 37 31 103.479 37 32 106.438 37 33 84.0007 # ARGUMENTS VAR RATIO 10 TREE 38 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 6 14 13 14 15 14 11 7 VALUE 7 5 0.605961 6 2 0.160469 4 1 0.258983 9 1 0.804418 3 5 0.438434 7 3 0.688751 10 4 0.529629 7 3 0.757325 5 1 0.688842 1 3 0.443026 9 3 0.960367 5 5 0.0166339 3 2 0.549721 0 4 0.953802 11 1 0.97477 5 3 0.730365 9 3 0.728354 4 1 0.183772 9 3 0.923164 3 4 0.297224 2 1 0.241641 3 3 0.329998 8 5 0.0150904 7 1 0.0863712 5 5 0.598399 10 1 0.152381 9 4 0.217879 1 1 0.710299 1 5 0.991998 4 2 0.484517 4 2 0.478738 10 3 0.0911733 3 5 0.569507 7 2 0.115157 3 1 0.441873 4 4 0.41557 3 5 0.648315 6 3 0.902421 3 4 0.689327 11 5 0.901352 6 1 0.670152 4 4 0.0834557 7 4 0.391249 10 4 0.626615 7 1 0.458069 11 1 0.347513 6 1 0.455672 11 4 0.203473 6 4 0.967595 7 4 0.0671895 7 3 0.416656 0 4 0.0308134 0 1 0.0198535 3 4 0.328926 6 4 0.297529 6 3 0.316724 10 4 0.360119 8 5 0.119077 10 2 0.222329 9 4 0.686376 11 5 0.676939 3 3 0.806872 2 1 0.147312 11 3 0.222539 10 4 0.236286 3 2 0.317404 4 1 0.520636 9 3 0.75975 7 4 0.295328 10 1 0.122899 11 5 0.0369809 11 3 0.644417 3 3 0.654779 2 1 0.850925 11 5 0.0884656 9 5 0.909635 6 5 0.511992 8 5 0.712941 5 1 0.448446 8 4 0.3283 9 3 0.893379 8 4 0.606113 0 2 0.486319 4 4 0.2339 3 1 0.998893 1 3 0.789126 5 5 0.717852 11 4 0.73432 3 2 0.303269 11 4 0.727873 8 3 0.728512 0 3 0.586363 5 2 0.97467 8 4 0.0916908 STREAMCOST 5.81188 2.51312 5.84116 2.85723 4.17962 8.53015 2.93443 2.8821 1.61641 7.65224 3.71548 8.53204 HEUR 2 38 20 26.7359 38 21 32.7628 38 40 37.4982 38 41 95.0141 38 42 38.5176 38 43 214.978 38 44 124.899 38 45 114.257 38 46 40.6844 38 47 38.7031 38 30 34.6001 38 31 34.7524 38 32 34.8132 38 33 34.6025 # ARGUMENTS VAR RATIO 10 TREE 39 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 9 1 12 13 13 6 2 13 VALUE 7 4 0.525515 4 3 0.227929 5 4 0.632713 2 5 0.928704 9 3 0.944442 2 5 0.469789 4 5 0.825812 4 5 0.247637 7 2 0.25227 4 3 0.355926 10 4 0.0484524 3 5 0.917893 8 1 0.295973 2 3 0.852424 10 1 0.602491 5 1 0.878775 6 2 0.187597 3 4 0.706236 6 2 0.156426 5 5 0.517292 6 1 0.652557 8 4 0.678678 9 2 0.0135587 3 5 0.217597 5 4 0.477457 9 4 0.496135 10 1 0.113253 10 4 0.282415 2 2 0.0397231 9 2 0.513276 3 3 0.133491 5 4 0.745428 2 3 0.790851 10 4 0.484894 4 5 0.219227 4 2 0.0372251 1 3 0.939878 5 3 0.219131 10 2 0.886577 1 1 0.381066 10 2 0.301456 2 5 0.77526 0 3 0.976293 5 5 0.228161 3 2 0.298445 10 3 0.668836 4 3 0.950501 9 3 0.323948 3 1 0.690766 6 1 0.326468 11 5 0.834112 3 4 0.139693 8 3 0.114357 8 3 0.402564 6 4 0.308674 10 4 0.340941 10 4 0.703852 2 5 0.540315 4 3 0.52125 9 4 0.589656 0 3 0.563305 5 3 0.914335 7 2 0.870397 6 3 0.366623 4 3 0.327782 0 5 0.833042 10 3 0.649541 3 2 0.233312 0 3 0.0491226 STREAMCOST 2.46122 5.16337 6.23227 2.51594 3.10677 9.30866 5.53501 6.06436 1.31536 2.43239 2.97229 4.233 HEUR 2 39 20 26.1157 39 21 38.3141 39 40 37.3711 39 41 87.523 39 42 49.7674 39 43 191.015 39 44 64.8048 39 45 86.6422 39 46 52.5319 39 47 45.322 39 30 30.5423 39 31 37.2147 39 32 43.69 39 33 30.54 # ARGUMENTS VAR RATIO 10 TREE 40 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 7 10 1 2 12 11 5 3 VALUE 5 3 0.303912 1 3 0.171444 7 5 0.776775 1 4 0.500068 11 3 0.600816 10 5 0.410272 8 2 0.0275347 2 5 0.401725 5 5 0.118925 10 5 0.813626 2 3 0.174203 7 3 0.57367 8 4 0.957399 2 5 0.579048 6 4 0.630024 2 5 0.357411 5 1 0.76229 6 4 0.283757 4 4 0.0145745 11 3 0.674723 3 5 0.14499 11 3 0.0813608 2 3 0.398981 3 2 0.710174 0 1 0.568545 6 5 0.80749 2 3 0.703078 2 4 0.483482 0 1 0.582825 6 4 0.747363 10 2 0.966698 3 5 0.988761 11 2 0.506326 1 1 0.895517 0 4 0.925796 5 2 0.171639 4 4 0.170905 7 1 0.167323 6 1 0.340744 5 3 0.328761 0 3 0.2566 0 5 0.985316 1 2 0.613017 1 4 0.307591 5 1 0.633443 4 3 0.00858416 11 5 0.879857 2 1 0.919879 0 4 0.895141 2 1 0.187412 8 1 0.133722 STREAMCOST 9.98781 2.32978 2.24493 5.10139 6.13859 8.41444 8.79845 4.61527 2.44873 6.92673 1.56831 4.4521 HEUR 2 40 20 63.518 40 21 87.859 40 40 93.164 40 41 125.791 40 42 104.343 40 43 219.362 40 44 129.121 40 45 158.799 40 46 99.416 40 47 94.0026 40 30 74.0597 40 31 88.5193 40 32 89.6438 40 33 74.0591 # ARGUMENTS VAR RATIO 10 TREE 41 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 4 11 1 5 11 3 1 10 VALUE 1 5 0.603866 9 1 0.763831 8 4 0.917448 10 3 0.801978 3 1 0.283034 5 1 0.696878 3 5 0.481169 6 1 0.239171 8 1 0.314677 1 4 0.395751 4 4 0.608226 6 4 0.683729 5 3 0.393908 5 2 0.245815 5 4 0.373021 1 3 0.699382 1 5 0.741352 7 1 0.325468 1 1 0.322892 6 4 0.466536 11 4 0.281002 2 3 0.471114 10 4 0.789339 7 2 0.76827 4 5 0.721501 10 2 0.0997379 5 4 0.244398 6 2 0.370569 9 1 0.874372 9 1 0.0861196 3 3 0.525169 7 5 0.245769 7 2 0.691796 9 2 0.165883 3 4 0.156287 5 4 0.169596 11 3 0.681321 9 5 0.251057 10 4 0.81534 0 5 0.14112 0 3 0.240948 5 2 0.337744 4 3 0.479252 9 2 0.771439 5 1 0.558269 1 2 0.507795 STREAMCOST 6.20437 7.68186 4.40307 9.71807 2.83327 7.10746 4.27799 8.01048 7.3272 7.6869 7.6354 7.9211 HEUR 2 41 20 44.5366 41 21 73.2679 41 40 100.689 41 41 124.363 41 42 97.0042 41 43 154.095 41 44 177.603 41 45 104.135 41 46 108.534 41 47 100.411 41 30 46.8306 41 31 85.4066 41 32 112.964 41 33 46.0118 # ARGUMENTS VAR RATIO 10 TREE 42 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 6 12 15 3 11 12 9 9 VALUE 1 3 0.155995 1 1 0.459249 10 2 0.601115 1 4 0.650888 0 1 0.96991 8 5 0.938553 2 1 0.181825 11 1 0.617482 3 4 0.524756 0 3 0.0230624 3 3 0.611853 4 1 0.0466657 3 5 0.366362 2 3 0.0906064 9 4 0.199674 4 3 0.983231 7 3 0.0464504 10 4 0.680308 2 3 0.0650516 0 5 0.942202 11 3 0.808397 4 2 0.0159663 1 2 0.684233 2 3 0.683264 1 4 0.495177 9 1 0.173365 10 2 0.25878 2 4 0.755361 3 3 0.520068 2 3 0.5677 2 1 0.969585 10 4 0.449754 11 2 0.894827 11 3 0.727272 11 2 0.0884925 6 1 0.520834 0 5 0.32533 10 2 0.74732 3 3 0.828738 7 2 0.965255 3 4 0.542696 3 1 0.296274 9 1 0.0745506 0 5 0.423401 9 2 0.198716 3 1 0.0140798 9 1 0.706857 8 4 0.790176 9 4 0.0740446 11 2 0.651077 1 5 0.863103 10 4 0.449451 3 1 0.0635584 4 2 0.668841 3 4 0.729606 7 4 0.274722 10 3 0.472215 4 1 0.971712 8 5 0.760785 8 3 0.235985 9 2 0.493796 0 3 0.710663 5 1 0.0254191 5 1 0.201719 0 5 0.63641 5 2 0.563276 6 4 0.907566 1 2 0.604417 4 3 0.755551 2 2 0.942854 0 3 0.289751 8 1 0.880468 11 4 0.80812 3 4 0.105494 10 3 0.803672 2 1 0.41651 10 5 0.539342 STREAMCOST 3.91911 8.26696 2.09879 9.06482 4.20668 3.86203 9.16146 1.99047 3.44919 3.05142 6.82921 4.84397 HEUR 2 42 20 54.0487 42 21 56.7595 42 40 57.7253 42 41 111.626 42 42 70.0663 42 43 226.899 42 44 99.3877 42 45 122.276 42 46 96.8957 42 47 78.9896 42 30 55.205 42 31 56.532 42 32 57.1361 42 33 55.205 # ARGUMENTS VAR RATIO 10 TREE 43 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 2 8 10 2 3 3 4 3 VALUE 3 5 0.859137 0 4 0.0450529 6 4 0.0290138 7 4 0.25061 4 1 0.802047 0 2 0.468115 0 5 0.866649 6 2 0.649722 4 3 0.316096 2 1 0.415869 10 4 0.848939 7 5 0.40377 4 5 0.954488 6 3 0.428911 8 1 0.0825001 2 5 0.197148 3 4 0.262305 3 1 0.421096 6 3 0.475596 9 4 0.162654 11 2 0.908663 10 5 0.963424 6 4 0.104019 1 1 0.937555 11 1 0.411953 5 5 0.608998 8 2 0.628786 11 2 0.932282 10 1 0.206891 9 3 0.916869 11 3 0.735727 3 3 0.604836 6 4 0.411255 4 4 0.565226 4 1 0.670145 STREAMCOST 4.92886 7.34244 7.98279 6.48604 1.00325 5.86031 8.41743 2.85474 8.30456 2.79245 9.07682 8.16165 HEUR 2 43 20 65.8249 43 21 112.775 43 40 126.999 43 41 143.883 43 42 137.993 43 43 97.6601 43 44 143.949 43 45 160.049 43 46 169.871 43 47 167.609 43 30 66.2698 43 31 112.875 43 32 119.633 43 33 66.221 # ARGUMENTS VAR RATIO 10 TREE 44 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 13 7 2 1 12 10 6 3 VALUE 4 2 0.609238 3 2 0.679925 4 2 0.509902 11 4 0.208119 11 4 0.456621 9 3 0.532633 1 1 0.217899 2 5 0.733755 11 2 0.881824 6 4 0.0409857 2 3 0.636832 0 1 0.801129 5 1 0.873863 3 2 0.854384 7 4 0.862674 4 1 0.838996 6 2 0.159155 10 1 0.228603 1 3 0.202938 7 3 0.216064 9 5 0.990823 1 5 0.662829 4 2 0.515737 6 1 0.408211 8 2 0.0725078 11 5 0.233114 8 5 0.833366 7 4 0.739498 8 1 0.930103 0 5 0.191139 1 5 0.456496 11 3 0.609225 1 1 0.153734 0 5 0.657076 3 5 0.897152 10 1 0.981128 1 4 0.317353 8 2 0.381521 5 2 0.330996 6 3 0.886242 1 4 0.797977 0 2 0.658274 10 5 0.901744 2 1 0.934224 10 3 0.675606 7 1 0.226775 3 1 0.564249 10 3 0.68078 8 4 0.632432 8 5 0.41428 8 1 0.744856 2 1 0.21181 5 4 0.866751 9 1 0.0776011 STREAMCOST 2.64613 8.56491 2.01412 3.05126 8.67968 2.14416 1.43609 7.87968 5.49486 6.45366 5.52781 2.76315 HEUR 2 44 20 51.3826 44 21 77.9622 44 40 78.8 44 41 132.695 44 42 91.2526 44 43 211.303 44 44 102.06 44 45 133.45 44 46 122.013 44 47 114.06 44 30 53.4211 44 31 79.274 44 32 79.5742 44 33 75.1524 # ARGUMENTS VAR RATIO 10 TREE 45 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 15 5 9 11 5 7 2 15 VALUE 5 5 0.472808 5 1 0.719677 1 2 0.115951 0 4 0.218685 10 2 0.650102 11 5 0.608524 5 5 0.618294 9 2 0.24072 11 3 0.673068 7 3 0.00514007 3 4 0.5097 6 1 0.922583 2 1 0.478552 0 2 0.256495 4 1 0.818873 11 1 0.827719 11 4 0.224896 1 4 0.788072 1 3 0.601004 11 3 0.229564 10 3 0.25003 11 3 0.233131 6 5 0.25195 4 1 0.806222 8 3 0.310074 4 5 0.136025 5 1 0.0941389 2 5 0.82624 8 4 0.121932 11 5 0.266846 0 4 0.183952 7 1 0.0558603 11 4 0.666332 4 2 0.212358 3 3 0.984037 0 4 0.919791 4 3 0.0641723 9 3 0.720903 2 5 0.32259 7 4 0.620896 8 3 0.468332 8 1 0.0741234 3 5 0.140192 11 1 0.200849 5 4 0.990779 5 5 0.590548 1 5 0.304913 9 4 0.969447 11 3 0.733119 8 1 0.381603 1 1 0.0642322 1 3 0.655292 10 3 0.557535 1 5 0.0351566 9 5 0.940878 1 4 0.561775 3 1 0.907454 0 4 0.512089 1 3 0.604238 8 4 0.265731 2 2 0.988986 9 5 0.657798 5 1 0.722755 9 4 0.831306 6 3 0.297884 8 3 0.297263 6 4 0.0444216 7 3 0.236715 11 1 0.226716 STREAMCOST 8.25495 5.25923 9.61223 1.70969 4.31709 9.7065 8.51427 4.6682 9.59997 1.27426 6.96966 1.67281 HEUR 2 45 20 41.841 45 21 46.516 45 40 49.1408 45 41 101.704 45 42 65.9265 45 43 245.932 45 44 105.97 45 45 163.45 45 46 54.001 45 47 50.7277 45 30 47.4171 45 31 47.9656 45 32 48.1681 45 33 47.4171 # ARGUMENTS VAR RATIO 10 TREE 46 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 12 4 10 11 4 14 12 4 VALUE 3 5 0.937237 8 1 0.0875422 5 2 0.912722 0 3 0.229448 6 1 0.084908 9 3 0.290091 8 1 0.867081 10 2 0.917849 1 1 0.802108 7 2 0.160767 7 3 0.0359885 6 2 0.239255 0 5 0.372211 2 2 0.457266 11 5 0.395145 10 2 0.0968421 2 1 0.494025 5 1 0.45876 3 2 0.23495 7 5 0.381173 7 3 0.862584 6 1 0.413468 1 5 0.672575 6 5 0.878672 0 1 0.907716 8 1 0.769955 9 4 0.0646029 6 2 0.117218 2 4 0.195127 5 1 0.456175 6 5 0.00624628 0 4 0.789612 1 1 0.107145 7 3 0.124887 2 1 0.835852 0 1 0.577779 1 5 0.698344 10 1 0.0454226 10 1 0.513986 3 3 0.244864 0 4 0.494326 8 5 0.845256 4 2 0.407329 6 5 0.221777 8 2 0.486572 7 2 0.736692 8 5 0.578655 9 3 0.0707379 6 5 0.311097 11 4 0.635526 1 1 0.367252 2 3 0.69696 9 2 0.466583 3 4 0.751126 6 5 0.332256 3 1 0.555681 10 4 0.22877 11 2 0.231308 2 5 0.655261 2 1 0.431245 1 4 0.701856 8 4 0.615389 6 4 0.659069 3 2 0.22745 0 3 0.714836 7 4 0.708505 0 1 0.12294 0 3 0.575063 3 4 0.486426 11 1 0.195049 5 4 0.430078 STREAMCOST 2.4155 8.08828 5.32442 3.15867 8.97779 2.86253 1.32071 1.75165 3.64786 1.11818 3.06813 6.9817 HEUR 2 46 20 28.4912 46 21 29.6527 46 40 30.3166 46 41 62.9275 46 42 31.7399 46 43 147.217 46 44 43.9259 46 45 96.2081 46 46 42.4022 46 47 42.2335 46 30 29.3203 46 31 29.6633 46 32 29.6633 46 33 29.3384 # ARGUMENTS VAR RATIO 10 TREE 47 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 2 13 15 14 11 13 6 6 VALUE 8 5 0.799605 11 4 0.39557 4 2 0.706031 2 2 0.634397 3 3 0.0240114 4 1 0.354438 3 4 0.640856 0 2 0.733427 2 4 0.917194 3 2 0.696896 3 3 0.954413 9 1 0.923242 8 2 0.00523796 6 5 0.759294 8 1 0.553026 6 5 0.877969 6 3 0.177612 10 3 0.905498 3 1 0.0106021 5 5 0.346844 7 5 0.942256 10 4 0.350968 3 5 0.361863 3 3 0.531955 6 2 0.25867 2 1 0.754536 4 2 0.140182 1 2 0.107752 5 1 0.968827 5 1 0.347133 6 2 0.527652 9 2 0.997075 1 5 0.596912 9 1 0.302838 6 5 0.386306 8 1 0.749372 6 4 0.648072 3 4 0.199364 2 5 0.954109 11 1 0.41695 10 1 0.783758 7 2 0.969879 11 3 0.444751 0 2 0.129466 10 4 0.754054 2 4 0.370936 10 5 0.481482 8 2 0.130022 5 5 0.528133 11 4 0.313366 6 4 0.977968 7 4 0.356733 10 5 0.0853758 0 3 0.669473 10 3 0.917056 0 2 0.209864 4 2 0.545172 3 4 0.930221 5 3 0.563574 8 3 0.20022 3 2 0.758019 6 5 0.401798 5 4 0.863137 11 4 0.971401 6 5 0.799794 2 2 0.946555 0 4 0.808336 7 4 0.499658 3 5 0.45544 2 2 0.490578 11 3 0.349682 4 1 0.387192 0 4 0.611634 4 2 0.884701 5 3 0.982909 8 1 0.474989 3 1 0.97676 3 4 0.740913 9 4 0.0797121 2 1 0.0316682 STREAMCOST 2.51627 3.50246 1.34711 1.67163 7.28433 4.57371 6.08337 3.671 6.78501 6.78582 2.36208 6.85177 HEUR 2 47 20 53.5506 47 21 66.594 47 40 69.3348 47 41 131.792 47 42 70.928 47 43 200.887 47 44 80.4794 47 45 132.09 47 46 88.5647 47 47 85.7925 47 30 60.372 47 31 68.2454 47 32 68.2569 47 33 60.376 # ARGUMENTS VAR RATIO 10 TREE 48 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 1 7 14 4 5 11 5 2 VALUE 9 5 0.324471 4 5 0.479568 5 4 0.54823 5 2 0.651309 1 5 0.141897 8 3 0.329287 8 4 0.460101 5 3 0.857377 4 5 0.454428 7 1 0.515013 4 3 0.132102 7 1 0.162629 0 2 0.21344 3 3 0.0149063 7 5 0.588788 4 3 0.704698 4 5 0.380572 0 3 0.142828 8 3 0.146176 0 4 0.662232 0 2 0.61363 5 1 0.0324892 9 5 0.263119 8 4 0.109417 3 1 0.651679 11 5 0.179465 11 3 0.164783 10 2 0.362178 1 3 0.692838 9 4 0.185729 10 3 0.306076 10 1 0.683448 0 3 0.370199 5 5 0.810057 6 3 0.88956 0 3 0.745651 8 3 0.382789 1 5 0.871652 4 5 0.142665 11 5 0.101248 0 2 0.0916429 9 3 0.336544 0 2 0.689408 10 2 0.0580573 8 4 0.606762 2 5 0.736465 0 5 0.616506 0 3 0.0739511 4 5 0.337701 STREAMCOST 4.40057 1.13979 8.09713 8.47882 7.27736 7.69931 1.41484 4.15153 4.79325 5.36212 3.77259 6.16539 HEUR 2 48 20 51.6968 48 21 85.3142 48 40 84.6236 48 41 147.148 48 42 89.1709 48 43 203.819 48 44 122.391 48 45 99.9411 48 46 88.2066 48 47 83.7361 48 30 65.862 48 31 84.2538 48 32 84.8362 48 33 65.8753 # ARGUMENTS VAR RATIO 10 TREE 49 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 5 8 4 12 14 3 14 12 VALUE 8 2 0.566885 0 3 0.73974 2 1 0.769754 10 5 0.915656 8 4 0.49878 4 3 0.012616 9 2 0.844831 4 2 0.194276 11 2 0.0589183 1 2 0.614458 3 5 0.701906 5 4 0.660898 11 3 0.606383 11 2 0.764117 5 2 0.9065 1 2 0.332849 3 1 0.0760476 10 2 0.204776 10 5 0.843643 1 4 0.800195 11 5 0.93992 7 5 0.680064 11 1 0.665757 11 2 0.753543 6 5 0.377412 10 3 0.771756 4 1 0.166607 5 5 0.00484762 6 5 0.823301 10 3 0.673521 0 1 0.627821 6 4 0.193654 3 5 0.0274592 7 1 0.909409 3 4 0.617177 0 5 0.777014 0 4 0.685106 6 1 0.323798 11 3 0.621762 11 5 0.730294 3 4 0.594305 10 3 0.138329 8 4 0.627724 2 4 0.806839 11 2 0.609804 3 4 0.907278 9 3 0.0657841 10 5 0.0653035 8 3 0.899852 0 3 0.541934 0 1 0.804317 6 3 0.44291 11 3 0.128521 0 2 0.77437 8 1 0.0719377 10 4 0.515078 3 3 0.454133 4 3 0.801079 11 4 0.555168 5 5 0.47203 7 5 0.490142 1 4 0.245549 0 1 0.381108 9 2 0.39802 8 4 0.810143 8 2 0.129454 4 1 0.871145 4 5 0.491256 9 4 0.346703 4 5 0.9501 6 4 0.930262 9 3 0.744617 STREAMCOST 4.71831 5.0682 3.71185 6.9124 8.17446 9.18329 1.52048 6.88426 6.07705 1.22442 4.07692 6.35309 HEUR 2 49 20 57.8135 49 21 69.3373 49 40 79.7756 49 41 133.629 49 42 87.8119 49 43 259.079 49 44 179.583 49 45 145.896 49 46 107.558 49 47 95.5889 49 30 60.862 49 31 77.8373 49 32 78.0221 49 33 60.862 # ARGUMENTS VAR RATIO 10 TREE 50 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 8 2 4 2 4 10 6 1 VALUE 4 1 0.996574 11 3 0.804683 9 2 0.760537 3 2 0.439305 4 1 0.351765 7 1 0.978216 11 1 0.909178 3 3 0.239044 3 3 0.8882 0 4 0.264659 4 4 0.507184 9 3 0.364419 11 1 0.571373 2 4 0.0182497 0 4 0.327057 3 1 0.865074 2 3 0.925933 8 5 0.0527413 8 4 0.732688 2 3 0.0174916 11 2 0.40642 8 4 0.27667 7 2 0.598765 10 2 0.731435 8 5 0.878056 11 4 0.935963 5 1 0.917878 1 4 0.898369 8 3 0.124855 3 5 0.219351 4 4 0.29493 6 4 0.270282 5 5 0.255339 11 5 0.983216 2 3 0.227114 11 4 0.347439 5 5 0.0734473 STREAMCOST 4.74584 2.25064 1.43673 2.01076 1.23429 5.30006 5.77912 5.86267 4.05679 9.62264 5.25931 6.25413 HEUR 2 50 20 46.2943 50 21 56.5953 50 40 61.2576 50 41 112.441 50 42 77.4911 50 43 143.532 50 44 71.0006 50 45 100.737 50 46 72.0058 50 47 70.0188 50 30 47.2188 50 31 56.8745 50 32 67.3353 50 33 47.3714 # ARGUMENTS VAR RATIO 10 TREE 51 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 11 5 1 8 6 15 10 9 VALUE 3 5 0.949338 6 1 0.826191 4 3 0.589994 9 3 0.837972 2 1 0.218183 7 4 0.537327 2 1 0.410248 7 1 0.160802 3 1 0.292202 2 3 0.731074 0 3 0.754638 4 4 0.0308075 6 1 0.714121 2 3 0.0184312 7 4 0.795199 7 5 0.467809 4 3 0.3079 10 4 0.891058 4 1 0.863775 7 4 0.0796029 5 4 0.877159 9 1 0.924801 5 5 0.169114 10 5 0.00684129 1 5 0.742921 1 5 0.946189 2 1 0.271413 3 5 0.678976 7 2 0.316845 5 3 0.856808 1 1 0.196409 8 1 0.414817 10 4 0.688975 10 1 0.958087 3 4 0.580581 0 1 0.291679 2 1 0.698483 3 2 0.452178 4 5 0.041655 8 1 0.16749 3 2 0.0285943 0 1 0.665965 5 1 0.804083 7 4 0.677044 10 1 0.637071 10 3 0.218898 3 1 0.111955 0 4 0.0239886 6 1 0.483083 3 4 0.774121 6 2 0.887693 10 1 0.289395 2 2 0.891242 0 1 0.152425 4 5 0.00643476 3 4 0.564217 6 2 0.135052 10 4 0.498267 8 5 0.188222 2 3 0.57374 7 3 0.528945 3 4 0.721101 2 4 0.443336 11 5 0.078021 9 3 0.140691 STREAMCOST 2.22304 8.91157 1.77752 7.36132 5.94734 9.51304 8.6288 1.90164 9.97751 1.43954 2.36422 3.88058 HEUR 2 51 20 31.9699 51 21 39.8278 51 40 42.2384 51 41 101.227 51 42 41.683 51 43 189.725 51 44 94.2673 51 45 133.004 51 46 50.4993 51 47 43.4119 51 30 34.7526 51 31 42.1442 51 32 42.2682 51 33 34.7526 # ARGUMENTS VAR RATIO 10 TREE 52 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 13 13 1 3 4 7 10 13 VALUE 1 4 0.620131 5 1 0.835924 11 1 0.980429 0 3 0.217382 7 4 0.764757 0 4 0.66504 5 3 0.768805 5 3 0.425926 11 2 0.681926 5 2 0.336496 10 2 0.380496 8 1 0.56237 3 3 0.415112 5 4 0.968286 7 3 0.201317 8 5 0.830983 9 3 0.39494 10 3 0.940146 9 4 0.445377 7 4 0.48066 0 4 0.487645 7 3 0.98385 2 3 0.861641 6 1 0.393562 5 4 0.0474229 5 3 0.70012 10 4 0.334816 8 5 0.568461 1 2 0.157434 9 4 0.904108 7 4 0.720204 8 3 0.315733 5 1 0.900688 4 2 0.302569 6 3 0.694493 6 3 0.338092 7 1 0.594325 10 3 0.878057 10 1 0.744067 3 5 0.531224 10 5 0.320333 1 4 0.766556 0 4 0.201784 8 4 0.524031 9 2 0.295381 9 5 0.0755035 0 4 0.349742 5 1 0.0194833 5 4 0.929616 9 2 0.762555 5 5 0.465165 3 5 0.5549 11 2 0.477728 4 3 0.259109 9 5 0.814825 0 1 0.273916 4 3 0.69562 11 1 0.417502 5 2 0.970423 10 5 0.711846 9 3 0.512289 4 3 0.689278 0 3 0.971182 4 5 0.755704 STREAMCOST 8.02015 4.50385 8.63645 1.61388 4.59429 4.90158 8.17231 5.19257 1.15904 1.69717 2.50699 4.4158 HEUR 2 52 20 34.6134 52 21 39.9033 52 40 56.4053 52 41 69.5868 52 42 51.5711 52 43 181.265 52 44 89.6331 52 45 120.189 52 46 59.5162 52 47 54.571 52 30 36.7917 52 31 46.8762 52 32 52.2728 52 33 36.7917 # ARGUMENTS VAR RATIO 10 TREE 53 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 13 11 9 13 7 1 6 12 VALUE 7 4 0.53575 5 5 0.488663 3 5 0.478379 8 2 0.598781 1 5 0.259977 3 1 0.00945728 4 3 0.371616 11 3 0.0661839 10 5 0.167346 8 3 0.496573 7 5 0.567749 7 3 0.723498 6 1 0.60758 5 1 0.917666 2 4 0.441188 11 5 0.576028 10 5 0.228929 9 3 0.141007 5 4 0.425734 8 5 0.291837 9 1 0.704916 0 2 0.485958 1 2 0.941344 8 4 0.868296 2 2 0.71108 3 2 0.708987 10 3 0.232795 4 2 0.117694 0 2 0.495885 10 4 0.766198 4 5 0.253421 4 5 0.586192 9 5 0.0500636 3 5 0.668202 8 2 0.0604197 1 2 0.808174 6 4 0.160265 6 5 0.257901 0 1 0.731555 2 1 0.887063 4 5 0.0427394 0 4 0.0826376 8 1 0.691275 1 5 0.86192 11 2 0.827488 8 4 0.709745 6 1 0.634191 3 5 0.813735 10 4 0.636607 2 1 0.592667 8 4 0.477662 2 4 0.606472 2 5 0.701346 8 5 0.118513 8 3 0.193057 7 3 0.387048 10 1 0.577382 9 2 0.674449 6 1 0.176879 7 4 0.711229 10 3 0.480325 5 2 0.372128 11 3 0.720029 11 2 0.891295 3 5 0.593505 11 2 0.766861 6 2 0.537696 4 2 0.131887 3 2 0.907825 1 2 0.211328 2 1 0.990288 11 3 0.357137 STREAMCOST 6.23651 8.19747 6.4452 6.77532 2.12643 6.07216 8.79224 5.09613 6.94172 8.96339 1.45729 1.38027 HEUR 2 53 20 54.2247 53 21 80.4837 53 40 77.478 53 41 149.238 53 42 89.1902 53 43 216.714 53 44 118.244 53 45 159.563 53 46 73.5144 53 47 71.4277 53 30 76.725 53 31 82.8901 53 32 82.9395 53 33 76.7261 # ARGUMENTS VAR RATIO 10 TREE 54 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 7 3 6 1 3 15 8 4 VALUE 0 2 0.968936 2 5 0.444316 9 3 0.671484 4 1 0.343757 4 1 0.404794 2 1 0.908996 9 4 0.616723 4 5 0.95241 3 1 0.253154 0 4 0.695624 11 3 0.307873 8 1 0.662348 2 3 0.163827 11 3 0.462439 5 4 0.460757 3 2 0.739227 10 3 0.470894 8 1 0.160771 11 3 0.195556 3 4 0.965933 9 5 0.471057 8 2 0.141665 5 4 0.209383 4 3 0.204479 2 2 0.161177 8 2 0.792108 1 5 0.946975 5 4 0.0345752 8 1 0.876091 0 5 0.915565 1 2 0.882725 5 1 0.545111 9 4 0.657467 9 5 0.317428 7 5 0.0417277 6 4 0.879703 8 1 0.454718 1 4 0.462431 9 4 0.195697 11 1 0.57648 0 2 0.750022 0 5 0.602945 0 5 0.0740557 3 5 0.759619 9 1 0.774022 5 2 0.90133 5 5 0.671525 STREAMCOST 1.99901 2.59304 9.01691 6.44537 4.28275 4.58572 3.7258 8.43975 8.79873 7.41241 5.65625 1.33619 HEUR 2 54 20 46.8703 54 21 69.6052 54 40 74.3261 54 41 110.995 54 42 83.8443 54 43 167.014 54 44 114.628 54 45 145.426 54 46 95.3131 54 47 91.7166 54 30 47.3129 54 31 70.8081 54 32 76.8958 54 33 49.433 # ARGUMENTS VAR RATIO 10 TREE 55 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 2 11 15 15 8 4 4 15 VALUE 6 4 0.285544 6 5 0.311654 0 2 0.108348 8 4 0.309817 0 3 0.775717 4 1 0.114364 7 1 0.818709 6 5 0.151817 11 1 0.496745 10 2 0.748303 10 5 0.396882 2 4 0.568695 0 2 0.808085 4 3 0.315589 6 2 0.779111 2 3 0.513334 10 5 0.64997 5 4 0.965667 9 4 0.350727 2 1 0.835316 4 3 0.303225 1 5 0.481726 3 2 0.241155 5 5 0.482553 9 3 0.429766 6 5 0.510616 8 5 0.0717694 9 2 0.860489 10 3 0.635693 4 4 0.268485 9 3 0.636438 3 2 0.121459 4 4 0.344958 8 2 0.584105 3 5 0.672703 2 5 0.231631 2 1 0.771134 11 5 0.872936 6 1 0.372463 11 2 0.453825 2 5 0.323705 6 1 0.0883838 2 1 0.918781 1 4 0.709697 0 5 0.274148 4 4 0.453589 11 5 0.398223 5 4 0.397887 9 4 0.030439 3 5 0.805961 5 4 0.280728 8 3 0.847277 0 1 0.167098 9 3 0.9147 6 2 0.225293 0 4 0.0770125 9 1 0.353749 6 3 0.0270889 11 5 0.290068 5 4 0.827515 3 2 0.923532 5 3 0.32605 10 4 0.182136 5 2 0.865156 3 5 0.576456 3 3 0.819572 9 5 0.0681833 3 5 0.348853 3 4 0.548772 8 3 0.0257808 5 4 0.952044 7 4 0.799126 4 2 0.437637 4 2 0.587852 STREAMCOST 9.82524 6.60802 7.78098 5.81456 3.62188 1.54232 3.6247 9.933 7.51975 7.50333 5.53962 4.63852 HEUR 2 55 20 35.7048 55 21 41.8963 55 40 42.0028 55 41 121.84 55 42 53.6796 55 43 241.026 55 44 107.454 55 45 163.437 55 46 52.4037 55 47 49.6258 55 30 39.2423 55 31 41.7067 55 32 42.004 55 33 39.2423 # ARGUMENTS VAR RATIO 10 TREE 56 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 15 2 6 13 11 7 3 9 VALUE 4 1 0.813366 3 2 0.958096 5 1 0.877301 6 2 0.809866 3 4 0.0900951 0 5 0.0520492 1 1 0.647545 8 3 0.845604 10 5 0.265317 7 3 0.391731 10 4 0.736358 1 4 0.701887 0 4 0.0197312 8 2 0.30388 6 2 0.745717 9 4 0.324946 11 2 0.963484 4 3 0.812602 11 1 0.509255 6 2 0.857336 11 2 0.204182 11 3 0.224952 5 2 0.137827 9 4 0.365705 7 5 0.156526 11 4 0.542571 1 5 0.744338 8 2 0.094277 9 4 0.128924 0 1 0.0295366 2 3 0.967463 5 2 0.482219 9 3 0.372157 4 3 0.731184 2 3 0.152736 4 1 0.0625212 5 1 0.038813 4 4 0.297316 8 4 0.146093 6 3 0.201437 11 4 0.737794 0 5 0.992852 3 5 0.848706 1 5 0.556037 1 3 0.0174136 5 3 0.495646 4 5 0.333806 3 1 0.608053 2 5 0.364369 9 3 0.586789 9 5 0.692075 11 1 0.486649 11 4 0.9382 8 3 0.010237 8 3 0.487432 1 2 0.257335 4 4 0.50919 9 5 0.131835 2 2 0.515608 9 3 0.617494 10 2 0.690391 7 3 0.307422 8 3 0.0612592 2 1 0.580313 0 4 0.979526 10 5 0.76334 STREAMCOST 7.25795 4.04884 1.89625 1.56364 8.1547 3.96267 6.91287 9.27735 3.51198 2.88516 1.74712 8.08737 HEUR 2 56 20 39.3683 56 21 54.677 56 40 60.8884 56 41 123.204 56 42 58.0834 56 43 195.847 56 44 82.9799 56 45 94.4401 56 46 55.2538 56 47 53.6023 56 30 45.9854 56 31 59.2083 56 32 59.2102 56 33 45.9854 # ARGUMENTS VAR RATIO 10 TREE 57 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 2 10 4 10 7 15 5 11 VALUE 6 5 0.545064 11 5 0.486759 11 3 0.522091 7 3 0.334078 0 4 0.898529 9 3 0.325696 6 2 0.214154 0 3 0.25302 5 5 0.100637 6 5 0.442256 1 3 0.874594 10 1 0.323866 11 3 0.105147 10 3 0.726825 0 1 0.019193 10 4 0.968247 0 2 0.0186505 7 1 0.887079 3 1 0.429142 0 1 0.920005 5 2 0.669587 11 4 0.56562 9 5 0.0837202 10 5 0.306885 9 3 0.664024 5 5 0.103255 6 1 0.197471 8 3 0.561955 6 5 0.277357 6 4 0.39094 8 4 0.692714 4 3 0.87416 2 5 0.659241 11 2 0.187297 4 1 0.284784 9 5 0.71014 9 1 0.641315 11 2 0.00774915 7 2 0.134568 5 3 0.127625 7 5 0.938045 7 5 0.397066 9 5 0.455482 1 4 0.36038 8 2 0.378134 1 3 0.223217 7 2 0.110556 1 4 0.129484 6 1 0.310638 3 2 0.672747 4 1 0.928337 11 2 0.19183 8 2 0.259459 7 1 0.560336 2 4 0.853491 1 2 0.0594632 6 5 0.95944 10 5 0.808481 5 2 0.169354 3 2 0.171325 6 5 0.761149 0 5 0.364465 6 4 0.474438 7 4 0.871315 STREAMCOST 8.34923 6.20272 2.33312 8.17101 7.06477 6.35199 6.22257 5.62731 4.32602 9.89629 2.233 2.03875 HEUR 2 57 20 48.8483 57 21 52.5807 57 40 65.5158 57 41 127.91 57 42 71.1202 57 43 249.566 57 44 95.9631 57 45 84.5852 57 46 81.7994 57 47 69.9 57 30 54.4342 57 31 62.6198 57 32 63.0719 57 33 54.4342 # ARGUMENTS VAR RATIO 10 TREE 58 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 6 13 7 14 8 15 2 15 VALUE 6 3 0.289634 2 2 0.854852 4 2 0.815857 2 5 0.396971 9 5 0.380682 11 1 0.865618 6 2 0.779941 10 2 0.618478 7 2 0.296499 1 1 0.73501 11 2 0.152742 6 2 0.941478 6 2 0.553886 11 1 0.187384 1 1 0.727563 10 1 0.468097 4 2 0.0142635 8 3 0.601432 2 5 0.505571 4 2 0.509378 4 2 0.424733 3 3 0.663471 7 5 0.54226 2 5 0.340224 3 5 0.0827616 5 4 0.398312 2 3 0.824231 4 2 0.625045 8 3 0.908373 1 4 0.153483 11 5 0.971513 8 3 0.10134 11 5 0.267437 8 3 0.618844 0 5 0.748841 8 5 0.323555 0 2 0.321399 5 1 0.425961 9 2 0.592818 7 3 0.666031 10 4 0.581553 0 4 0.93472 7 2 0.683727 11 3 0.845262 2 4 0.284325 3 2 0.644952 10 5 0.509865 9 1 0.975213 7 2 0.0646341 5 5 0.763145 6 2 0.757805 9 5 0.969205 0 4 0.053322 11 4 0.0725305 6 2 0.661302 2 2 0.696007 4 3 0.609835 1 5 0.199319 1 1 0.144848 1 3 0.0301751 8 4 0.128234 6 5 0.0017283 2 5 0.0130778 3 1 0.86082 4 5 0.0699369 9 4 0.159374 3 4 0.206583 1 5 0.463261 5 3 0.0633172 1 4 0.195635 8 2 0.130882 6 1 0.419697 10 2 0.937312 7 3 0.568016 11 5 0.52593 5 4 0.431015 11 4 0.998499 11 4 0.125536 1 3 0.551872 6 1 0.906816 STREAMCOST 9.06895 1.63658 3.96818 1.74135 8.25452 8.47672 7.40932 9.2168 1.61658 3.81624 6.6905 4.1522 HEUR 2 58 20 78.9902 58 21 87.8736 58 40 100.589 58 41 142.9 58 42 93.0841 58 43 266.14 58 44 154.177 58 45 175.879 58 46 105.884 58 47 101.046 58 30 86.1088 58 31 88.3306 58 32 88.4487 58 33 86.1088 # ARGUMENTS VAR RATIO 10 TREE 59 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 14 13 3 10 14 15 2 6 VALUE 6 4 0.28194 11 2 0.199832 6 3 0.219823 10 4 0.0535201 7 4 0.410974 7 3 0.914178 5 3 0.233922 1 1 0.105883 1 4 0.47299 11 1 0.598642 3 4 0.838212 5 2 0.265605 0 3 0.769427 0 2 0.293045 11 2 0.80804 3 2 0.342466 5 5 0.222734 10 3 0.808638 7 4 0.961767 1 3 0.41771 5 5 0.640228 5 5 0.238504 6 3 0.535451 10 3 0.66025 1 3 0.935379 5 4 0.171784 11 4 0.453195 8 2 0.719196 7 5 0.671899 6 4 0.457735 3 4 0.294111 11 2 0.43113 3 4 0.699518 11 5 0.148085 4 4 0.700361 4 4 0.82308 0 2 0.741116 4 1 0.618232 9 4 0.283027 10 3 0.439585 11 5 0.541773 9 5 0.167439 4 1 0.593848 4 5 0.494985 1 4 0.809618 3 1 0.877575 7 4 0.514081 2 4 0.465032 0 4 0.911511 5 4 0.93401 11 2 0.226764 6 4 0.577798 4 4 0.262474 4 2 0.725734 9 5 0.388578 2 5 0.549938 7 1 0.993132 1 4 0.418888 5 1 0.224594 9 4 0.70311 6 1 0.589106 2 1 0.617474 9 5 0.61977 1 5 0.879802 1 3 0.54464 8 2 0.317095 6 2 0.268004 7 4 0.755382 10 2 0.0108292 1 2 0.586523 0 3 0.22097 10 2 0.821712 0 4 0.271801 2 3 0.342642 2 3 0.545982 1 2 0.862188 7 2 0.796464 STREAMCOST 8.87856 9.9652 6.86584 6.74021 2.88636 9.4165 9.21508 8.10885 5.59244 8.65597 6.0159 1.71205 HEUR 2 59 20 99.654 59 21 125.638 59 40 135.117 59 41 162.253 59 42 144.642 59 43 302.26 59 44 219.974 59 45 222.616 59 46 143.491 59 47 139.502 59 30 112.769 59 31 130.155 59 32 130.16 59 33 112.769 # ARGUMENTS VAR RATIO 10 TREE 60 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 5 12 3 11 5 10 10 12 VALUE 6 4 0.398254 6 2 0.931023 0 4 0.170366 10 1 0.862945 8 1 0.874442 6 2 0.974829 11 3 0.13154 5 3 0.913331 3 1 0.220585 0 3 0.331385 7 5 0.635677 6 1 0.413665 6 1 0.839191 6 2 0.0577335 11 5 0.547191 2 5 0.735357 4 2 0.517228 0 5 0.205371 2 4 0.976053 5 1 0.502253 0 5 0.194017 7 1 0.511387 5 4 0.651937 9 4 0.444606 3 3 0.763919 11 5 0.859564 6 5 0.430868 8 3 0.400986 9 5 0.324338 6 1 0.32333 7 4 0.639836 0 4 0.314308 11 5 0.83809 11 5 0.537113 6 1 0.0293715 4 1 0.374907 5 1 0.682109 8 4 0.504637 8 5 0.989413 11 2 0.665404 6 5 0.920917 7 2 0.80736 5 3 0.447788 1 2 0.242791 11 2 0.516033 7 4 0.165936 9 4 0.0034176 1 3 0.627335 5 5 0.273603 8 2 0.763834 9 5 0.443502 5 2 0.0199425 7 5 0.603795 9 3 0.851043 8 5 0.592553 7 3 0.311878 4 4 0.756315 9 1 0.154761 4 5 0.506299 9 4 0.222598 5 3 0.842014 2 1 0.431723 2 1 0.601702 1 4 0.713718 7 5 0.545126 7 1 0.973035 1 2 0.211199 3 3 0.223337 STREAMCOST 1.27692 5.02913 3.93027 5.10162 4.36265 6.4521 9.19726 1.89569 3.01917 4.538 2.35117 8.25298 HEUR 2 60 20 34.0905 60 21 36.0655 60 40 43.0713 60 41 95.3561 60 42 47.0884 60 43 219.977 60 44 63.4602 60 45 128.65 60 46 46.6602 60 47 40.207 60 30 37.3257 60 31 40.3746 60 32 40.9893 60 33 37.3315 # ARGUMENTS VAR RATIO 10 TREE 61 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 13 13 3 2 14 9 8 8 VALUE 11 3 0.00354555 2 5 0.685849 7 5 0.304298 5 2 0.933197 1 2 0.487002 10 5 0.053106 5 3 0.474998 6 5 0.428925 8 4 0.0818288 3 1 0.955541 8 1 0.711822 9 1 0.824744 5 5 0.367395 4 3 0.162533 8 4 0.191987 0 3 0.721612 3 4 0.139491 2 5 0.0355183 7 5 0.910282 6 3 0.678962 0 3 0.126563 11 2 0.291488 5 1 0.425973 7 3 0.30859 9 4 0.922199 9 4 0.713243 3 2 0.193074 8 2 0.473711 8 2 0.454452 9 1 0.867795 7 2 0.0103453 10 4 0.168976 3 4 0.268267 8 3 0.648964 3 2 0.372912 11 1 0.827417 0 5 0.187427 9 1 0.345683 4 3 0.968348 1 1 0.905742 8 5 0.572799 11 4 0.99393 5 2 0.478263 6 2 0.948929 1 1 0.830725 9 4 0.21684 4 5 0.82197 0 4 0.611404 5 5 0.434306 9 1 0.734231 11 2 0.646015 5 2 0.235463 7 2 0.913972 0 1 0.0296218 0 1 0.607047 3 2 0.418603 9 4 0.357803 3 5 0.269638 8 4 0.615715 11 5 0.961062 7 4 0.140931 5 5 0.334149 6 3 0.866676 6 5 0.493657 0 3 0.129437 1 5 0.618578 2 3 0.517059 7 1 0.646351 8 2 0.44243 4 2 0.734338 STREAMCOST 5.21382 1.15703 8.8822 3.72854 4.69034 8.95886 3.8279 1.81791 8.82699 3.61004 2.89954 2.91307 HEUR 2 61 20 38.7897 61 21 43.4476 61 40 47.58 61 41 110.348 61 42 50.4341 61 43 189.808 61 44 107.759 61 45 107.287 61 46 57.2468 61 47 50.1149 61 30 43.2802 61 31 44.3118 61 32 44.8611 61 33 43.2802 # ARGUMENTS VAR RATIO 10 TREE 62 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 1 9 8 8 13 7 7 11 VALUE 7 5 0.290943 3 3 0.537956 2 2 0.240276 0 5 0.0270683 7 5 0.0178572 6 5 0.167467 8 1 0.721942 10 3 0.693636 2 3 0.962103 6 2 0.385184 0 1 0.883847 8 5 0.479686 11 1 0.611175 3 5 0.83276 4 1 0.156916 3 3 0.546836 4 1 0.293904 1 1 0.754715 5 4 0.910066 4 1 0.915871 5 2 0.130866 3 1 0.977724 11 1 0.619276 4 2 0.430903 8 4 0.188982 1 2 0.794475 3 1 0.51763 5 2 0.0890774 2 1 0.806241 3 4 0.674158 10 2 0.363862 5 2 0.56195 11 3 0.774003 9 3 0.627411 10 4 0.679733 6 1 0.541617 9 1 0.664059 11 2 0.361227 6 4 0.195548 0 1 0.232241 9 2 0.542029 11 5 0.17919 2 2 0.279312 8 3 0.44389 6 3 0.0392114 4 4 0.0499442 3 1 0.908296 3 5 0.218258 4 2 0.347143 11 4 0.0203738 9 4 0.392202 1 5 0.564486 8 4 0.854591 8 5 0.167834 6 5 0.745342 4 1 0.352362 3 2 0.926001 6 5 0.381804 1 2 0.920485 3 1 0.197072 1 2 0.88148 11 5 0.346563 5 4 0.183007 8 4 0.365465 STREAMCOST 7.52194 2.04974 7.07365 9.38787 9.62653 1.50906 1.51146 2.19144 9.40111 5.80419 2.64436 1.31278 HEUR 2 62 20 25.9816 62 21 37.5257 62 40 37.5715 62 41 103.634 62 42 42.2015 62 43 187.293 62 44 84.9505 62 45 107.018 62 46 38.3997 62 47 36.699 62 30 30.2028 62 31 38.0971 62 32 38.1165 62 33 30.2029 # ARGUMENTS VAR RATIO 10 TREE 63 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 9 8 6 1 1 2 8 13 VALUE 1 4 0.50001 9 2 0.744338 6 4 0.548266 10 2 0.181882 1 1 0.45187 5 4 0.89619 8 3 0.862141 11 3 0.274816 6 5 0.00527215 0 5 0.702135 6 5 0.945229 9 5 0.520876 8 5 0.890351 0 1 0.529933 9 5 0.0234105 3 5 0.227716 8 1 0.742149 2 5 0.966305 4 1 0.314644 0 3 0.79451 3 4 0.541437 2 2 0.287072 2 4 0.699596 1 2 0.997102 5 5 0.602409 10 1 0.40587 4 5 0.261867 9 3 0.790983 10 2 0.18108 11 5 0.693274 8 4 0.558112 9 5 0.0345217 8 4 0.604682 7 3 0.462879 6 5 0.967772 11 1 0.261304 10 1 0.847083 10 5 0.860269 0 5 0.917816 7 5 0.680914 6 4 0.736929 8 5 0.746901 3 3 0.981356 2 3 0.0403355 5 4 0.600509 1 4 0.296379 7 1 0.969296 11 4 0.540487 STREAMCOST 4.08863 3.32906 2.67065 9.51797 8.89215 9.99703 8.19898 4.58977 2.44725 2.70264 7.66135 4.87922 HEUR 2 63 20 6.86665 63 21 6.9726 63 40 114.441 63 41 14.1108 63 42 26.2759 63 43 7.38065 63 44 161.345 63 45 115.818 63 46 38.7774 63 47 29.7206 63 30 6.87235 63 31 6.969 63 32 112.374 63 33 6.87235 # ARGUMENTS VAR RATIO 10 TREE 64 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 6 12 9 9 9 13 7 5 VALUE 5 4 0.311651 10 2 0.717453 3 5 0.530772 9 2 0.522641 8 5 0.548092 6 3 0.126365 2 5 0.0292772 11 2 0.960781 0 5 0.634674 7 2 0.303758 4 5 0.619501 7 1 0.898668 0 1 0.37679 8 2 0.179574 4 5 0.865994 0 2 0.456775 7 1 0.226901 5 2 0.0766831 2 1 0.888599 7 4 0.984113 4 5 0.017988 4 2 0.557251 3 5 0.423342 10 2 0.199698 6 2 0.575178 9 4 0.877856 2 2 0.130945 7 2 0.864038 11 5 0.956959 2 4 0.521449 9 3 0.0869469 3 5 0.779894 6 4 0.0989444 4 5 0.13973 6 4 0.695071 0 2 0.550649 11 2 0.250118 4 2 0.700809 1 1 0.612177 6 3 0.228701 5 1 0.844238 1 3 0.0805314 10 4 0.0648596 7 5 0.181283 3 4 0.432016 4 2 0.210687 7 4 0.0782641 11 1 0.843116 3 5 0.0456019 11 5 0.531109 0 1 0.603502 11 4 0.83605 11 2 0.710043 11 2 0.0662986 1 1 0.472395 9 2 0.880471 6 2 0.330365 7 2 0.0269059 11 1 0.796903 10 5 0.381493 0 5 0.458836 1 5 0.64161 5 5 0.807263 5 1 0.196161 7 5 0.0773324 9 3 0.629119 0 5 0.739943 4 3 0.527166 0 3 0.0226327 10 5 0.0341759 STREAMCOST 4.3809 4.92062 1.06438 3.3148 1.45362 4.13681 8.40488 1.65439 9.71726 3.22632 5.73659 4.98707 HEUR 2 64 20 43.5701 64 21 47.7581 64 40 48.4328 64 41 91.8234 64 42 56.7801 64 43 207.542 64 44 97.8484 64 45 123.879 64 46 58.9221 64 47 54.2906 64 30 48.3134 64 31 48.4137 64 32 48.4214 64 33 48.3131 # ARGUMENTS VAR RATIO 10 TREE 65 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 4 14 1 10 5 6 3 7 VALUE 3 3 0.16295 7 4 0.117384 9 5 0.514552 5 2 0.76989 2 1 0.505715 7 1 0.863926 6 2 0.482 1 4 0.175345 8 2 0.165141 7 1 0.613011 11 4 0.220272 5 1 0.683996 9 4 0.107426 10 3 0.91196 1 3 0.532573 5 3 0.672127 2 2 0.985041 6 4 0.00844416 7 1 0.550271 10 1 0.177233 1 5 0.349809 6 1 0.708995 6 4 0.806872 11 2 0.0742587 11 2 0.303963 4 3 0.879841 2 2 0.410656 8 1 0.0589861 10 4 0.331785 2 5 0.453881 7 2 0.0625167 3 3 0.0732363 8 5 0.676397 1 1 0.777622 8 5 0.884733 10 1 0.994894 9 1 0.107911 1 5 0.602084 7 4 0.53095 2 2 0.16223 3 3 0.278636 1 5 0.816756 8 2 0.317894 7 1 0.523258 0 2 0.675702 4 1 0.793637 1 1 0.625733 6 1 0.603739 11 3 0.466995 4 5 0.794534 STREAMCOST 5.80114 8.32426 6.41485 7.48615 1.15169 2.73203 6.33798 4.45623 7.76898 3.21572 4.5115 5.51675 HEUR 2 65 20 28.9624 65 21 33.612 65 40 44.869 65 41 69.9617 65 42 43.7496 65 43 174.479 65 44 100.217 65 45 93.6226 65 46 72.9502 65 47 65.4063 65 30 33.1098 65 31 34.399 65 32 71.4355 65 33 33.3262 # ARGUMENTS VAR RATIO 10 TREE 66 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 3 3 3 5 6 4 11 5 VALUE 2 5 0.25121 11 4 0.949868 6 1 0.514803 0 3 0.679451 1 1 0.829095 6 2 0.319245 0 1 0.678006 2 5 0.27791 6 2 0.539105 10 4 0.891159 7 1 0.353419 0 1 0.541826 1 4 0.879319 2 1 0.496669 4 4 0.115501 3 1 0.0507242 1 3 0.086927 1 1 0.0277716 9 2 0.0492126 5 3 0.325545 11 2 0.216512 4 2 0.443795 0 4 0.304045 7 1 0.482685 1 2 0.414217 4 5 0.993393 0 4 0.95704 7 1 0.295592 0 3 0.166083 4 5 0.431488 3 4 0.100541 8 5 0.131846 6 4 0.748693 7 1 0.750785 9 3 0.658778 5 2 0.968533 7 1 0.230543 4 4 0.594817 3 2 0.622796 0 5 0.491104 STREAMCOST 1.35438 4.8945 6.32136 4.96893 3.89249 4.7647 5.60275 2.12592 5.53065 3.10904 3.79958 4.46764 HEUR 2 66 20 44.3541 66 21 47.1448 66 40 48.573 66 41 73.6879 66 42 56.0773 66 43 143.852 66 44 90.1374 66 45 88.5871 66 46 55.2491 66 47 54.7634 66 30 44.3925 66 31 46.5965 66 32 49.9617 66 33 45.225 # ARGUMENTS VAR RATIO 10 TREE 67 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 9 12 13 15 11 10 5 13 VALUE 0 4 0.386278 1 2 0.756135 11 5 0.722818 9 1 0.514893 9 1 0.591869 5 2 0.149537 3 3 0.187838 6 2 0.997027 3 4 0.0111141 3 3 0.209449 4 5 0.0431888 8 5 0.474024 4 4 0.529658 8 2 0.186491 3 3 0.551978 5 4 0.268924 11 2 0.601925 0 3 0.802642 4 5 0.814163 10 2 0.0969123 6 2 0.963082 10 1 0.0424082 8 4 0.73324 7 1 0.0921478 11 5 0.370544 5 4 0.382819 3 2 0.249045 9 2 0.945124 1 3 0.975115 3 1 0.691862 10 5 0.354204 3 5 0.530778 4 5 0.468451 5 3 0.043933 10 2 0.642296 10 2 0.987991 8 1 0.429182 5 2 0.525413 1 3 0.453552 9 5 0.174467 7 2 0.997165 0 3 0.0997896 2 5 0.0284437 8 4 0.986018 3 5 0.76999 4 1 0.217531 5 3 0.0124135 9 1 0.695086 2 2 0.237644 7 4 0.0317213 2 2 0.358794 2 5 0.116743 9 2 0.147239 3 2 0.128141 5 1 0.94974 2 3 0.935289 3 2 0.0982786 3 2 0.621062 0 1 0.669944 10 2 0.391022 9 5 0.330612 4 1 0.855589 11 2 0.947929 10 5 0.0998243 8 1 0.174627 9 5 0.298932 4 1 0.711309 8 2 0.500258 1 3 0.667178 10 5 0.953713 1 4 0.0258357 0 5 0.713643 10 1 0.758498 5 3 0.213374 1 1 0.542229 8 1 0.561144 4 1 0.652723 8 1 0.872158 7 4 0.727003 8 1 0.538846 5 1 0.114103 6 4 0.536362 1 5 0.764005 7 4 0.816689 9 1 0.0127354 6 4 0.39508 10 3 0.836323 6 5 0.426007 STREAMCOST 3.58634 7.51761 3.42707 3.71563 6.72548 2.58461 3.18688 9.96311 7.99889 3.07467 1.63734 3.6655 HEUR 2 67 20 24.0958 67 21 24.9308 67 40 27.9626 67 41 99.5723 67 42 41.8911 67 43 220.327 67 44 138.873 67 45 144.993 67 46 31.8205 67 47 30.1131 67 30 26.4665 67 31 26.4898 67 32 26.4899 67 33 26.4665 # ARGUMENTS VAR RATIO 10 TREE 68 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 4 7 1 12 9 3 2 9 VALUE 7 1 0.296388 4 5 0.322666 1 2 0.7001 6 5 0.676323 10 5 0.799959 4 5 0.275156 6 4 0.507233 7 5 0.28942 9 5 0.590556 7 1 0.197932 2 2 0.0317532 6 2 0.418911 6 5 0.691916 9 2 0.943033 1 5 0.985635 1 4 0.230145 6 3 0.158263 5 4 0.515272 6 2 0.805803 6 4 0.878671 0 2 0.513185 5 4 0.382611 8 4 0.48631 9 5 0.297162 4 3 0.366412 6 1 0.735873 3 4 0.170315 8 5 0.290426 7 1 0.45536 5 4 0.27942 11 3 0.636721 7 1 0.0415296 1 2 0.645336 1 1 0.00347828 0 1 0.568292 4 4 0.865265 10 3 0.254961 0 4 0.352083 11 3 0.024333 1 5 0.000909349 1 3 0.796717 11 1 0.982783 3 1 0.0856984 11 5 0.924862 8 2 0.784612 8 1 0.358671 10 2 0.147396 STREAMCOST 8.9125 4.2722 5.53525 9.91919 3.78256 2.15105 3.72511 5.94471 1.55479 7.1547 9.03925 6.61712 HEUR 2 68 20 40.9494 68 21 53.7296 68 40 58.0001 68 41 86.1753 68 42 54.7135 68 43 203.038 68 44 95.0627 68 45 120.805 68 46 75.039 68 47 64.4139 68 30 45.9139 68 31 53.9252 68 32 75.6541 68 33 46.1824 # ARGUMENTS VAR RATIO 10 TREE 69 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 5 7 13 9 6 3 12 13 VALUE 6 1 0.253589 3 1 0.664281 0 2 0.673292 7 4 0.0937888 8 1 0.787874 0 1 0.196228 3 5 0.741023 7 2 0.100986 5 5 0.181086 7 2 0.808817 5 4 0.529631 5 2 0.47473 3 1 0.678153 6 2 0.377123 8 1 0.432332 6 2 0.0305734 4 4 0.513222 5 5 0.335152 6 4 0.680436 1 2 0.237556 1 4 0.707226 2 3 0.476072 5 3 0.331953 1 1 0.0368765 5 1 0.805793 5 1 0.726648 5 3 0.190918 11 1 0.642136 0 1 0.152456 5 2 0.591801 0 3 0.927189 2 3 0.0626592 11 2 0.897309 2 2 0.778877 4 4 0.651574 7 5 0.500373 5 2 0.532802 5 1 0.88331 6 2 0.126785 5 5 0.669438 11 4 0.301446 7 4 0.373393 3 1 0.978176 8 2 0.871816 8 5 0.433074 6 3 0.259483 6 4 0.591581 6 1 0.0846371 5 2 0.694709 8 1 0.789598 8 2 0.259485 5 3 0.809415 6 1 0.363891 6 3 0.500349 0 1 0.229109 10 1 0.898604 2 5 0.113943 1 3 0.915967 9 4 0.718831 0 4 0.240082 3 2 0.674788 7 1 0.134525 8 5 0.617489 9 4 0.0595694 8 3 0.540351 4 3 0.888672 7 2 0.306813 9 5 0.251138 STREAMCOST 1.60431 7.10664 8.61109 1.23174 6.09206 4.62288 3.05389 9.36365 9.01468 2.16962 6.20714 6.73374 HEUR 2 69 20 60.8224 69 21 62.5777 69 40 64.3214 69 41 110.156 69 42 70.0123 69 43 204.974 69 44 112.259 69 45 188.014 69 46 79.5853 69 47 70.3741 69 30 61.4247 69 31 63.2249 69 32 63.2727 69 33 61.4247 # ARGUMENTS VAR RATIO 10 TREE 70 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 14 10 14 2 9 2 14 3 VALUE 3 5 0.148008 0 5 0.341603 5 2 0.493521 1 3 0.219807 4 2 0.262285 1 3 0.531499 3 1 0.0437046 4 4 0.661678 2 3 0.190715 8 4 0.418491 1 4 0.307065 2 5 0.115784 11 1 0.977971 11 1 0.0340721 0 1 0.787991 5 4 0.860395 4 4 0.341343 7 3 0.0267396 6 3 0.992198 2 5 0.73717 9 2 0.187041 4 1 0.227116 0 1 0.266829 4 2 0.324376 11 3 0.365808 10 3 0.588081 2 4 0.914937 1 2 0.207109 10 3 0.0521818 0 2 0.00546332 9 4 0.220534 10 2 0.950105 4 1 0.49417 0 1 0.360529 1 1 0.10897 7 3 0.770203 9 5 0.946729 3 3 0.443233 7 4 0.351116 7 5 0.604123 6 3 0.966291 6 5 0.041334 4 4 0.28623 6 4 0.96944 1 1 0.953444 0 4 0.772157 10 3 0.670218 7 4 0.893484 4 5 0.913959 10 1 0.301186 5 2 0.15099 4 5 0.315337 11 1 0.21122 4 2 0.517302 3 1 0.0699637 5 5 0.935391 4 3 0.201038 2 1 0.7521 3 5 0.0800539 5 3 0.598322 7 2 0.50033 11 1 0.497905 6 5 0.0694358 8 2 0.874479 9 1 0.691059 0 2 0.393588 10 1 0.955507 10 4 0.872635 STREAMCOST 6.47665 7.76223 9.19376 8.9312 6.36061 6.104 9.04996 3.80209 5.40335 5.81801 4.16812 9.97536 HEUR 2 70 20 53.8118 70 21 57.8491 70 40 92.1007 70 41 144.474 70 42 84.8358 70 43 271.874 70 44 104.926 70 45 210.233 70 46 92.2166 70 47 81.1401 70 30 61.6716 70 31 74.398 70 32 92.1993 70 33 61.6716 # ARGUMENTS VAR RATIO 10 TREE 71 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 3 12 6 2 13 11 3 3 VALUE 10 4 0.788311 2 4 0.292528 11 2 0.845372 3 2 0.912801 3 3 0.716656 0 1 0.139414 7 5 0.136264 9 5 0.0804603 2 2 0.953597 8 4 0.671039 5 2 0.254626 1 2 0.344161 6 5 0.287561 7 5 0.836439 11 1 0.0375025 2 2 0.864882 4 4 0.627109 6 1 0.97458 2 1 0.920703 8 2 0.306267 10 3 0.29083 1 2 0.622933 2 1 0.137217 6 3 0.885826 8 2 0.768266 10 2 0.850247 8 4 0.949949 5 3 0.449385 5 1 0.564843 1 4 0.162374 5 1 0.711588 7 4 0.0968213 1 1 0.0137764 2 5 0.0683229 6 3 0.0792797 4 3 0.596528 3 5 0.975597 8 2 0.342082 7 3 0.22256 3 1 0.165353 5 2 0.971671 0 5 0.38676 1 1 0.364965 4 1 0.168717 10 2 0.568093 0 5 0.424176 2 4 0.859698 9 4 0.296034 4 3 0.192281 11 2 0.403724 10 1 0.982293 10 4 0.889239 8 1 0.30028 STREAMCOST 2.10173 8.48035 5.75602 4.84608 4.49905 2.26321 2.83613 7.54347 5.08864 8.14841 1.53477 8.25408 HEUR 2 71 20 44.0627 71 21 52.5156 71 40 68.7302 71 41 85.5315 71 42 62.3019 71 43 183.574 71 44 82.0901 71 45 130.226 71 46 86.8732 71 47 84.1171 71 30 44.5393 71 31 52.1159 71 32 62.3276 71 33 45.6723 # ARGUMENTS VAR RATIO 10 TREE 72 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 2 15 11 7 9 2 6 10 VALUE 4 1 0.587847 7 4 0.944905 2 5 0.0667423 11 3 0.748299 5 4 0.946676 4 3 0.287667 2 1 0.404142 5 4 0.215682 7 4 0.782104 8 4 0.061737 7 1 0.369869 10 1 0.726748 8 3 0.395416 4 4 0.310232 3 2 0.0694711 7 1 0.68842 5 3 0.701446 6 4 0.783952 2 2 0.651093 3 5 0.196007 2 4 0.129891 5 5 0.845851 0 5 0.361052 9 4 0.840564 9 4 0.436493 1 1 0.843133 1 2 0.692381 0 4 0.681473 3 5 0.377413 8 4 0.103636 3 1 0.242117 10 2 0.406638 1 4 0.047209 1 5 0.374521 10 2 0.598018 3 2 0.881165 0 5 0.173865 4 1 0.543325 5 4 0.893665 6 2 0.854283 7 1 0.894411 9 3 0.834667 1 1 0.617881 1 4 0.189009 8 1 0.707086 2 2 0.734088 3 2 0.274679 7 3 0.186693 0 2 0.447615 11 5 0.27474 10 3 0.398267 7 2 0.686841 2 3 0.130939 11 1 0.675574 5 3 0.738954 7 1 0.752332 1 1 0.182961 4 4 0.654192 9 2 0.822637 8 4 0.947547 10 4 0.817206 0 4 0.105861 STREAMCOST 2.26048 3.11895 5.24108 6.15403 3.04366 2.90903 6.06488 8.51331 7.82333 4.3625 5.94686 9.34644 HEUR 2 72 20 34.1906 72 21 57.5595 72 40 66.0021 72 41 91.5969 72 42 65.9038 72 43 185.515 72 44 116.475 72 45 75.7295 72 46 75.264 72 47 68.7061 72 30 34.5691 72 31 63.7445 72 32 63.8158 72 33 38.0774 # ARGUMENTS VAR RATIO 10 TREE 73 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 10 5 9 10 8 3 10 8 VALUE 5 2 0.214462 1 2 0.866175 6 3 0.772629 9 2 0.957062 4 3 0.5968 5 2 0.870658 10 2 0.159212 9 3 0.105837 3 3 0.87634 2 5 0.175501 1 4 0.970681 1 1 0.251229 0 2 0.532581 6 1 0.699733 4 4 0.193336 11 2 0.357313 11 1 0.947166 6 5 0.365955 7 4 0.0554314 3 4 0.0553181 7 4 0.602776 7 1 0.863079 2 2 0.507438 11 3 0.65328 0 3 0.357008 1 4 0.0548336 8 1 0.118041 7 1 0.230239 3 4 0.838763 11 4 0.523822 0 1 0.265725 0 3 0.894045 5 3 0.634639 3 1 0.619665 7 5 0.963981 8 1 0.67161 8 4 0.897967 9 4 0.0394909 7 1 0.809196 10 1 0.853925 3 4 0.500896 1 5 0.898936 6 2 0.195579 3 4 0.922574 3 3 0.789981 11 4 0.219015 1 1 0.790826 0 3 0.209451 10 5 0.572084 7 5 0.206284 5 4 0.355188 0 3 0.861307 3 1 0.405861 10 4 0.0303005 3 4 0.574166 11 5 0.220245 4 1 0.0271447 6 3 0.751466 8 3 0.463726 4 5 0.423823 6 5 0.572756 10 5 0.484651 2 3 0.195093 STREAMCOST 2.78819 9.69607 5.86362 4.85957 2.85774 1.00535 6.08365 7.57058 2.16612 5.29522 5.57778 1.85215 HEUR 2 73 20 54.0516 73 21 61.6917 73 40 65.4173 73 41 109.252 73 42 70.0398 73 43 200.851 73 44 130.104 73 45 140.913 73 46 85.6678 73 47 79.1936 73 30 58.0859 73 31 62.5289 73 32 64.7266 73 33 58.0859 # ARGUMENTS VAR RATIO 10 TREE 74 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 4 7 12 14 13 2 5 9 VALUE 2 4 0.810364 10 4 0.490269 7 1 0.710491 3 1 0.954545 10 4 0.476428 2 1 0.263979 1 2 0.324024 1 1 0.837952 8 4 0.0650767 8 3 0.977398 9 5 0.0294961 7 3 0.830192 9 2 0.811876 5 2 0.701481 4 5 0.862332 10 1 0.496305 2 3 0.383629 7 3 0.410907 1 1 0.0346704 0 4 0.0474604 6 5 0.748438 6 1 0.665157 0 2 0.488136 1 3 0.615679 6 5 0.664031 0 3 0.494602 1 1 0.203613 7 2 0.877015 9 4 0.707861 2 3 0.867566 11 5 0.266962 8 4 0.537694 4 5 0.483675 4 4 0.8688 11 5 0.666636 11 4 0.590378 7 1 0.019 10 5 0.501005 4 2 0.563392 5 1 0.61206 7 2 0.0868727 8 1 0.278312 2 5 0.44435 7 5 0.278128 0 4 0.226732 9 3 0.312175 7 4 0.117091 10 2 0.580945 8 2 0.33791 9 4 0.571126 0 5 0.0800648 0 5 0.387116 11 2 0.544413 4 3 0.579155 1 1 0.240766 4 3 0.164948 9 4 0.513976 2 1 0.0375486 9 1 0.420972 9 5 0.189953 1 5 0.82932 1 3 0.535114 7 4 0.0386827 1 4 0.870815 8 3 0.506502 11 5 0.207075 STREAMCOST 8.95976 6.49878 1.28988 8.66276 8.64631 9.27768 8.54324 2.684 5.42569 8.8177 3.52595 9.20526 HEUR 2 74 20 62.417 74 21 72.6216 74 40 84.5193 74 41 99.4167 74 42 72.7419 74 43 264.152 74 44 147.191 74 45 154.661 74 46 98.3059 74 47 95.5048 74 30 65.0759 74 31 70.7893 74 32 82.4186 74 33 65.0759 # ARGUMENTS VAR RATIO 10 TREE 75 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 9 11 1 12 14 5 14 6 VALUE 8 3 0.544276 5 1 0.910742 7 1 0.374128 0 5 0.526771 7 4 0.671791 6 5 0.738236 8 4 0.232125 6 2 0.34169 2 2 0.0807007 7 1 0.46669 8 1 0.998931 4 1 0.584874 2 1 0.278453 6 4 0.165829 11 3 0.777995 7 4 0.952955 11 3 0.0778483 10 2 0.675956 7 2 0.799375 11 4 0.324281 0 4 0.285193 11 1 0.817908 10 4 0.954721 5 4 0.690483 0 4 0.755611 2 5 0.293344 3 5 0.931367 6 3 0.486057 4 2 0.197921 6 5 0.0135326 3 4 0.179026 7 1 0.541801 9 2 0.503879 5 3 0.469526 9 2 0.283496 8 1 0.710981 10 3 0.94072 1 4 0.573258 7 4 0.499439 0 4 0.622127 11 5 0.531295 0 5 0.142449 5 5 0.762014 9 3 0.042538 5 4 0.486903 2 3 0.606172 5 2 0.789823 3 1 0.661596 1 2 0.340506 3 1 0.993294 8 3 0.585933 1 2 0.334863 6 1 0.808623 2 3 0.326386 1 1 0.440199 8 1 0.343409 8 5 0.965195 8 3 0.789565 7 4 0.362929 1 2 0.487292 2 4 0.107375 4 4 0.913307 5 1 0.0976949 7 1 0.227731 6 2 0.504108 1 4 0.991893 4 2 0.9054 10 3 0.593092 3 1 0.414189 0 1 0.267973 0 1 0.905164 9 1 0.345897 STREAMCOST 3.01643 4.51624 5.49738 1.74991 7.4003 8.63185 1.82212 3.06009 8.75502 6.29131 3.71247 4.86252 HEUR 2 75 20 29.266 75 21 36.0848 75 40 50.2847 75 41 81.0626 75 42 63.2035 75 43 208.931 75 44 87.6808 75 45 121.958 75 46 45.1799 75 47 43.48 75 30 37.7887 75 31 44.1494 75 32 48.8736 75 33 37.7887 # ARGUMENTS VAR RATIO 10 TREE 76 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 5 8 13 1 6 11 3 6 VALUE 1 5 0.96231 6 5 0.740937 10 3 0.079511 0 4 0.156927 10 1 0.165351 0 4 0.259045 4 1 0.817439 7 5 0.673456 1 4 0.832124 0 3 0.541393 11 5 0.739224 10 3 0.720242 9 2 0.494226 9 5 0.725828 8 1 0.868327 3 5 0.872962 10 3 0.456888 2 2 0.888785 10 5 0.112338 1 1 0.643892 8 5 0.522274 8 5 0.98218 11 1 0.879729 7 5 0.876515 0 3 0.540761 0 1 0.242315 8 2 0.599826 0 4 0.559737 6 1 0.257709 3 1 0.647327 2 5 0.713054 4 3 0.519458 1 4 0.125234 4 2 0.955033 3 1 0.87286 10 5 0.973741 11 2 0.100476 8 4 0.866174 8 4 0.726752 4 1 0.409164 6 3 0.694284 5 3 0.665327 11 5 0.332226 2 4 0.630095 0 1 0.431463 2 1 0.476029 4 4 0.23213 0 2 0.310028 1 4 0.382295 5 5 0.698218 10 4 0.130574 7 1 0.439716 1 3 0.466769 STREAMCOST 9.87528 3.64819 4.02441 8.60788 4.57303 1.63737 9.38663 3.57745 9.16368 5.54939 7.95498 2.57773 HEUR 2 76 20 49.8434 76 21 82.4749 76 40 95.2876 76 41 125.744 76 42 106.375 76 43 270.446 76 44 141.175 76 45 221.713 76 46 109.711 76 47 107.182 76 30 51.2062 76 31 86.8882 76 32 102.288 76 33 51.2018 # ARGUMENTS VAR RATIO 10 TREE 77 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 14 1 10 6 12 1 3 13 VALUE 1 2 0.788002 10 2 0.75384 6 4 0.240235 5 3 0.869911 4 3 0.715192 2 5 0.755092 7 5 0.296155 8 2 0.967382 8 1 0.422596 8 1 0.317962 8 5 0.452313 11 1 0.97836 0 4 0.292475 5 1 0.60747 9 5 0.0637715 0 3 0.335746 4 5 0.151972 10 3 0.670778 5 2 0.0360613 1 5 0.513494 3 1 0.168985 2 4 0.469217 1 2 0.353245 5 2 0.673565 5 5 0.977053 4 4 0.711957 3 1 0.894755 4 4 0.346721 3 3 0.309483 1 1 0.41623 5 2 0.939765 10 2 0.514201 5 1 0.917094 2 5 0.824903 3 2 0.709704 9 1 0.511191 1 2 0.506506 10 3 0.494315 3 3 0.144814 2 2 0.823129 10 1 0.683974 0 5 0.159389 3 4 0.453408 0 5 0.463359 7 2 0.331892 8 3 0.494246 1 3 0.816523 5 2 0.616103 6 2 0.526088 11 2 0.221374 10 2 0.420427 2 5 0.436589 9 1 0.481547 3 1 0.836108 0 3 0.825718 1 3 0.0966725 0 5 0.259639 1 2 0.952671 11 5 0.893629 3 2 0.149722 STREAMCOST 1.90325 7.55729 6.15739 3.72152 7.7084 6.94781 6.40684 5.48755 9.18316 6.88892 9.4472 8.40042 HEUR 2 77 20 47.4446 77 21 57.4425 77 40 68.6961 77 41 107.784 77 42 71.4379 77 43 252.341 77 44 139.528 77 45 171.154 77 46 69.481 77 47 67.9113 77 30 51.878 77 31 57.1999 77 32 93.2336 77 33 51.878 # ARGUMENTS VAR RATIO 10 TREE 78 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 1 14 11 9 12 9 13 5 VALUE 11 4 0.44402 11 5 0.566357 2 4 0.0502779 6 3 0.435572 7 5 0.920979 9 4 0.676528 2 3 0.518033 9 4 0.907188 3 3 0.873503 10 5 0.656174 6 2 0.224192 8 5 0.466471 4 5 0.150679 0 2 0.871018 4 5 0.898753 10 1 0.928271 2 4 0.804318 6 3 0.904975 7 3 0.964233 8 3 0.589 0 1 0.0850742 6 1 0.281226 11 4 0.686391 0 1 0.740965 0 2 0.296413 10 2 0.637346 4 5 0.867158 7 4 0.13181 3 1 0.067235 10 4 0.595599 7 3 0.585188 6 4 0.326777 5 1 0.896737 8 2 0.160615 6 2 0.13318 6 3 0.56043 11 2 0.508948 9 4 0.648321 8 4 0.542997 11 4 0.721186 1 4 0.480391 9 5 0.406869 4 2 0.707956 6 2 0.890606 3 3 0.912578 7 5 0.0354457 5 3 0.101989 10 5 0.521457 6 5 0.633635 1 5 0.20272 6 4 0.61361 9 3 0.205294 10 4 0.343139 7 1 0.85523 4 3 0.463532 2 3 0.369675 0 5 0.0240954 4 3 0.310128 2 4 0.294572 4 2 0.208715 3 5 0.543758 10 1 0.701993 0 3 0.767702 1 4 0.598139 3 4 0.959617 3 4 0.221302 9 1 0.501553 9 1 0.942073 5 5 0.650268 3 3 0.0573664 0 3 0.735968 8 4 0.404365 3 3 0.0644086 6 2 0.258073 STREAMCOST 9.57657 7.07872 5.29309 8.21971 3.3306 1.04963 3.63949 2.0554 4.37297 5.00117 6.80962 6.93515 HEUR 2 78 20 50.3972 78 21 76.1154 78 40 72.25 78 41 144.716 78 42 81.1001 78 43 227.229 78 44 173.16 78 45 140.655 78 46 83.4809 78 47 79.9789 78 30 54.6476 78 31 76.1263 78 32 76.146 78 33 54.6476 # ARGUMENTS VAR RATIO 10 TREE 79 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 8 6 8 7 8 13 3 7 VALUE 9 5 0.321364 2 4 0.608436 9 1 0.0148023 0 2 0.0801367 8 5 0.821113 3 4 0.905093 5 3 0.560575 11 3 0.0240727 3 5 0.18809 3 2 0.664104 3 5 0.202809 11 3 0.569584 6 2 0.00845288 0 5 0.829921 10 4 0.790025 1 4 0.610552 11 4 0.984223 2 1 0.210899 6 5 0.755852 10 2 0.212026 8 5 0.195352 8 5 0.607486 5 1 0.634581 3 2 0.380118 8 5 0.383883 9 2 0.553735 2 1 0.441981 7 5 0.650561 9 3 0.322215 11 1 0.284062 8 3 0.644279 7 3 0.769807 0 2 0.575176 10 2 0.678685 10 1 0.798525 4 4 0.758986 10 2 0.564098 4 4 0.488104 0 2 0.804982 3 4 0.0911753 11 4 0.473963 10 4 0.627857 8 1 0.668382 7 1 0.801038 7 5 0.333735 11 5 0.843644 0 1 0.927694 0 2 0.150109 6 5 0.497973 0 4 0.636827 9 5 0.841648 2 2 0.233729 5 2 0.712052 11 2 0.880913 7 1 0.813415 10 4 0.81645 7 3 0.899986 4 3 0.156165 2 3 0.498843 11 1 0.977895 STREAMCOST 7.74996 8.126 4.23788 9.14425 1.24381 1.15331 3.60051 9.65031 7.39443 9.08668 6.55815 2.37182 HEUR 2 79 20 54.8528 79 21 57.3446 79 40 63.4754 79 41 140.522 79 42 65.3712 79 43 299.555 79 44 139.841 79 45 211.675 79 46 69.5693 79 47 65.9503 79 30 57.502 79 31 63.2406 79 32 64.2615 79 33 57.502 # ARGUMENTS VAR RATIO 10 TREE 80 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 8 11 11 8 5 3 11 12 VALUE 10 5 0.68515 8 2 0.954353 3 4 0.267299 9 1 0.304686 11 4 0.0804397 4 2 0.792756 6 4 0.845802 2 2 0.861892 9 3 0.372937 9 5 0.86287 0 5 0.668069 8 2 0.537685 3 1 0.41771 8 3 0.595858 11 1 0.732148 0 5 0.211931 6 3 0.514881 1 3 0.299408 10 1 0.621445 8 3 0.531153 0 4 0.475867 8 2 0.551963 6 1 0.10244 7 1 0.637846 11 1 0.974294 4 1 0.513651 9 2 0.0914569 8 4 0.433839 7 1 0.17185 0 4 0.778021 3 4 0.882656 10 3 0.0522848 10 2 0.0290574 8 4 0.281415 8 3 0.951951 4 4 0.0948088 11 2 0.267188 7 5 0.741683 11 2 0.654233 4 3 0.774509 10 2 0.915773 10 1 0.406076 7 1 0.015691 11 2 0.324899 8 4 0.143701 1 4 0.598439 4 5 0.589983 4 5 0.198236 5 5 0.900096 7 3 0.809118 10 5 0.466094 9 1 0.160315 3 3 0.596339 10 5 0.316052 11 2 0.226473 5 4 0.338277 3 4 0.753593 4 2 0.679859 0 3 0.822349 11 1 0.331197 4 5 0.160795 11 4 0.415457 7 1 0.811488 9 4 0.534744 3 4 0.670299 6 4 0.0285374 1 2 0.0895773 6 2 0.114252 9 4 0.180214 STREAMCOST 5.93988 1.76913 6.30739 2.61904 2.36342 4.11628 2.05883 4.61038 7.37462 5.10812 7.60526 6.94673 HEUR 2 80 20 46.2917 80 21 55.3547 80 40 53.0806 80 41 122.482 80 42 54.6682 80 43 213.053 80 44 130.52 80 45 145.859 80 46 61.3849 80 47 60.7899 80 30 52.039 80 31 52.8723 80 32 52.9214 80 33 52.039 # ARGUMENTS VAR RATIO 10 TREE 81 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 6 8 6 13 14 10 14 14 VALUE 10 1 0.0594881 0 2 0.48211 6 1 0.0895442 10 4 0.218725 4 4 0.442695 0 4 0.205819 6 5 0.245369 6 3 0.457235 1 1 0.448929 9 3 0.817004 8 2 0.954219 11 4 0.495741 5 5 0.893942 9 2 0.675863 11 3 0.71013 2 5 0.0329135 11 5 0.72671 0 2 0.953866 3 3 0.102572 6 1 0.757115 2 1 0.579489 11 2 0.077131 3 2 0.0811533 1 4 0.465113 3 5 0.517711 3 2 0.0380234 4 1 0.342874 7 1 0.0609572 10 4 0.276847 10 3 0.157717 11 3 0.979818 11 2 0.376604 8 1 0.740548 8 1 0.271135 3 2 0.854122 4 4 0.0681448 0 3 0.73211 1 1 0.91257 2 5 0.731133 2 3 0.433252 0 2 0.254009 9 3 0.748254 1 1 0.267984 4 2 0.0257215 5 4 0.735338 11 5 0.657075 2 2 0.9963 4 4 0.131838 6 3 0.404257 3 1 0.911582 7 1 0.106554 3 5 0.703431 6 3 0.944381 0 1 0.715542 10 5 0.245049 4 2 0.390555 0 3 0.262238 8 1 0.400447 2 4 0.128035 8 2 0.895554 7 3 0.576206 10 4 0.132602 9 5 0.0463826 9 3 0.280875 11 4 0.536454 9 3 0.637975 8 5 0.584569 0 3 0.897826 5 1 0.41124 10 5 0.528652 9 1 0.131187 10 2 0.174169 0 2 0.875288 2 4 0.384011 5 5 0.741239 11 2 0.949156 1 2 0.181974 6 5 0.457406 2 5 0.539661 1 1 0.162538 2 1 0.357806 7 1 0.824765 4 4 0.206037 4 1 0.957647 7 2 0.537621 STREAMCOST 1.92723 6.36425 2.15854 1.54067 9.63041 6.87332 5.53356 3.6578 4.5452 3.08061 9.42827 1.28706 HEUR 2 81 20 34.3499 81 21 34.5529 81 40 40.4698 81 41 66.6984 81 42 36.4719 81 43 158.942 81 44 101.507 81 45 110.317 81 46 52.3631 81 47 46.2401 81 30 40.2421 81 31 40.4435 81 32 40.4437 81 33 40.2421 # ARGUMENTS VAR RATIO 10 TREE 82 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 5 2 10 6 10 12 12 12 VALUE 5 4 0.959134 11 5 0.0540294 9 3 0.203845 8 1 0.636702 7 3 0.592987 7 4 0.903443 11 3 0.335163 4 5 0.697479 8 2 0.53814 1 1 0.19707 1 1 0.871792 10 3 0.596086 0 2 0.344108 3 2 0.969577 0 1 0.441833 4 1 0.611879 8 4 0.032269 9 2 0.315455 9 5 0.898093 4 2 0.129674 1 5 0.188395 1 1 0.750683 11 3 0.988326 8 1 0.121812 3 5 0.13267 1 4 0.540869 2 3 0.0150892 4 1 0.513853 10 5 0.614408 1 1 0.738119 1 3 0.0047969 8 3 0.570265 0 4 0.908131 2 2 0.640354 6 2 0.8965 7 1 0.947235 9 4 0.40248 10 2 0.0807538 1 4 0.333241 10 4 0.638858 0 3 0.306508 2 2 0.391814 9 5 0.557691 11 5 0.0149418 3 5 0.337334 3 2 0.456508 4 3 0.963858 2 3 0.0471073 0 2 0.199113 3 3 0.666733 2 2 0.786448 0 2 0.348486 8 3 0.0335649 9 2 0.711922 2 1 0.991863 3 4 0.812051 4 5 0.216556 8 5 0.679327 4 1 0.44598 3 5 0.00184354 8 4 0.902525 9 4 0.222225 10 5 0.752388 5 4 0.587614 9 1 0.755087 8 3 0.296523 5 2 0.157207 1 2 0.165283 1 2 0.767923 STREAMCOST 5.2397 3.68257 4.54516 3.64761 5.79765 2.667 7.6009 4.5096 3.64855 9.18534 9.00839 8.37892 HEUR 2 82 20 63.3765 82 21 85.1607 82 40 98.57 82 41 154.383 82 42 102.73 82 43 254.547 82 44 107.499 82 45 155.091 82 46 101.888 82 47 96.692 82 30 81.3106 82 31 100.856 82 32 100.857 82 33 81.3106 # ARGUMENTS VAR RATIO 10 TREE 83 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 4 9 11 13 10 14 12 5 VALUE 9 1 0.356684 4 2 0.214575 8 4 0.282541 0 2 0.0203133 6 3 0.0471245 9 2 0.252537 10 2 0.521067 1 1 0.382002 4 4 0.820824 2 2 0.422898 10 4 0.187447 3 1 0.152657 2 4 0.719757 9 2 0.0941939 6 3 0.629968 2 2 0.0201269 8 5 0.346833 3 2 0.712374 3 3 0.97165 11 1 0.126423 3 3 0.978369 7 5 0.744504 2 2 0.139243 2 4 0.343028 7 4 0.611225 4 3 0.226084 11 1 0.739445 10 5 0.915733 6 4 0.756462 7 4 0.967752 2 5 0.870354 7 2 0.289912 6 4 0.0568908 8 2 0.623912 5 4 0.385726 6 3 0.25694 1 4 0.24843 11 5 0.308344 7 1 0.79904 3 3 0.548596 10 1 0.0256934 5 2 0.560478 0 3 0.562806 4 1 0.745165 1 4 0.830798 10 1 0.752718 10 4 0.891898 8 3 0.932129 9 3 0.509407 0 1 0.303153 2 2 0.492265 6 1 0.994242 6 5 0.958752 4 3 0.105015 0 3 0.268669 2 5 0.157159 1 3 0.624267 8 4 0.647314 7 1 0.921546 2 2 0.730341 6 1 0.833103 6 4 0.68233 0 4 0.611883 10 1 0.832209 5 5 0.43457 1 2 0.328642 8 1 0.817077 0 4 0.529725 5 4 0.651173 2 3 0.103704 0 3 0.474213 11 4 0.360061 9 3 0.124253 9 5 0.0491372 5 4 0.623419 2 2 0.477421 4 1 0.11903 6 5 0.416278 STREAMCOST 6.52434 9.54515 9.79569 4.35165 2.43683 3.38194 4.68526 8.41901 9.13728 7.94968 3.73692 7.73204 HEUR 2 83 20 55.9739 83 21 55.8378 83 40 58.8559 83 41 132.98 83 42 69.7747 83 43 271.603 83 44 116.752 83 45 207.332 83 46 87.7152 83 47 68.3974 83 30 58.3321 83 31 58.3389 83 32 58.3784 83 33 58.3311 # ARGUMENTS VAR RATIO 10 TREE 84 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 1 9 6 8 4 5 10 6 VALUE 11 4 0.130588 3 1 0.109808 3 5 0.418399 8 1 0.180162 3 5 0.495306 8 5 0.0636083 3 4 0.651802 0 3 0.205378 10 3 0.864598 5 5 0.630802 1 2 0.613222 5 1 0.898611 0 2 0.995933 6 2 0.794973 10 3 0.638071 8 2 0.55702 11 5 0.138411 9 3 0.87762 3 2 0.311692 3 2 0.704793 1 1 0.820759 2 1 0.120373 5 5 0.331031 8 1 0.0841655 1 3 0.686726 5 5 0.112679 3 1 0.566192 1 1 0.727861 0 1 0.157852 4 3 0.37347 4 2 0.0601764 9 4 0.379817 5 1 0.411716 6 3 0.160523 6 3 0.934819 4 2 0.955488 0 3 0.698413 1 5 0.72557 7 1 0.527504 3 5 0.15966 4 5 0.189564 0 1 0.843803 11 3 0.811024 9 5 0.899206 0 3 0.283115 11 2 0.351485 0 1 0.348961 6 3 0.227396 2 1 0.507827 STREAMCOST 2.24203 3.54522 9.63729 9.56843 5.12188 5.27367 6.83263 3.34035 3.52935 3.78111 2.2811 1.19241 HEUR 2 84 20 44.4937 84 21 47.4954 84 40 51.7348 84 41 79.7988 84 42 55.7337 84 43 153.614 84 44 127.645 84 45 86.0334 84 46 66.9337 84 47 64.4271 84 30 45.7617 84 31 48.4626 84 32 54.3028 84 33 47.3595 # ARGUMENTS VAR RATIO 10 TREE 85 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 10 14 8 8 5 1 10 12 VALUE 3 4 0.523126 8 2 0.361151 4 5 0.734694 11 4 0.181587 11 2 0.227148 8 3 0.186706 10 2 0.208901 1 2 0.669224 3 5 0.453129 3 2 0.580926 0 1 0.396947 4 4 0.137388 10 1 0.315788 0 4 0.433245 6 1 0.367492 1 1 0.664431 6 2 0.03161 0 3 0.318909 9 3 0.223725 0 4 0.525737 4 5 0.621073 7 2 0.573159 3 4 0.258293 6 1 0.476422 6 3 0.866752 11 3 0.665665 2 4 0.989586 8 1 0.237675 0 1 0.603731 9 5 0.192966 8 5 0.623442 10 2 0.911288 9 4 0.0796236 4 5 0.434623 8 5 0.698569 10 5 0.0461233 10 4 0.544986 3 4 0.88005 2 2 0.822961 2 1 0.62953 10 2 0.861164 5 4 0.432316 1 2 0.374571 1 2 0.173501 9 1 0.533037 6 2 0.906354 0 3 0.537986 7 1 0.345329 7 4 0.407671 8 3 0.974891 8 1 0.960904 3 5 0.101629 1 3 0.13134 8 3 0.313638 11 5 0.343245 0 5 0.536632 0 1 0.458004 6 5 0.604611 4 5 0.943037 11 2 0.931748 1 1 0.0210561 5 5 0.136702 1 3 0.701753 9 3 0.492711 2 2 0.763747 2 3 0.51432 7 3 0.370449 7 2 0.554474 STREAMCOST 2.76947 6.76997 3.54766 8.89703 8.06518 1.47377 4.75918 5.1447 4.59683 8.96124 3.25034 6.23661 HEUR 2 85 20 14.3454 85 21 35.3801 85 40 65.0716 85 41 38.4567 85 42 50.9827 85 43 106.908 85 44 160.067 85 45 160.614 85 46 62.8489 85 47 53.442 85 30 14.5813 85 31 28.1813 85 32 63.9423 85 33 14.5813 # ARGUMENTS VAR RATIO 10 TREE 86 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 4 15 4 14 3 2 12 11 VALUE 2 4 0.664082 5 3 0.741813 5 5 0.856024 9 3 0.240756 3 5 0.842419 4 4 0.583424 9 4 0.819672 2 1 0.239183 3 1 0.178509 3 2 0.737632 10 4 0.287529 2 4 0.264933 10 5 0.276308 8 3 0.536131 6 4 0.161271 7 4 0.0660451 7 5 0.0495725 5 2 0.298548 8 2 0.203536 10 1 0.721226 5 1 0.29743 6 5 0.683854 10 3 0.763952 10 2 0.499538 6 5 0.732442 0 5 0.189605 5 2 0.830589 0 2 0.239186 2 5 0.477122 3 4 0.686869 9 2 0.64605 11 2 0.437504 10 5 0.0699843 6 2 0.946279 7 3 0.217021 3 2 0.829126 7 4 0.989521 10 1 0.465395 1 4 0.852662 2 1 0.601461 7 3 0.337196 11 3 0.192436 9 1 0.807401 5 3 0.15613 11 5 0.217613 5 5 0.82781 2 4 0.206067 9 2 0.140264 9 5 0.308244 5 2 0.87872 5 5 0.132085 11 3 0.0243271 1 3 0.0707028 5 3 0.871821 4 2 0.668922 8 2 0.442139 1 2 0.379973 5 4 0.408233 5 5 0.871272 11 2 0.259026 7 2 0.58451 8 5 0.191571 1 1 0.0380831 9 1 0.651457 10 3 0.0636715 STREAMCOST 7.91319 1.99197 9.78627 1.84658 3.41637 6.23899 9.08499 7.39156 1.05246 8.12847 1.8677 6.90339 HEUR 2 86 20 59.9517 86 21 67.9832 86 40 87.9225 86 41 114.366 86 42 79.8099 86 43 207.402 86 44 131.487 86 45 168.134 86 46 110.35 86 47 102.362 86 30 65.0076 86 31 69.7109 86 32 88.5022 86 33 65.0076 # ARGUMENTS VAR RATIO 10 TREE 87 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 10 14 15 5 15 9 2 9 VALUE 2 4 0.868642 11 3 0.0491493 8 4 0.925684 5 4 0.276974 8 2 0.333902 6 1 0.148349 4 2 0.401856 2 4 0.597923 3 4 0.267096 3 5 0.218755 0 4 0.41921 8 2 0.238387 1 2 0.197358 9 5 0.14906 0 2 0.186106 9 5 0.200483 4 3 0.326543 5 4 0.01416 0 2 0.192039 10 5 0.890258 9 3 0.226952 1 4 0.425542 0 2 0.412207 11 5 0.274208 9 5 0.462018 4 2 0.532042 3 4 0.163971 8 4 0.967369 8 1 0.753621 4 5 0.110012 7 3 0.698553 0 2 0.434973 0 3 0.891411 5 5 0.980552 9 3 0.803037 3 3 0.310644 4 4 0.225456 10 2 0.216031 3 2 0.128874 8 2 0.453089 0 2 0.454135 6 3 0.785205 7 1 0.607111 11 3 0.169024 2 4 0.63514 6 2 0.879088 6 4 0.255588 5 4 0.0619908 2 3 0.976688 3 1 0.171914 5 5 0.468406 8 1 0.396066 5 3 0.0349388 3 5 0.938449 5 3 0.82682 6 5 0.764621 11 5 0.539841 2 5 0.952614 6 1 0.0532141 6 2 0.90891 11 1 0.384864 11 1 0.958416 0 1 0.0378566 3 5 0.483592 9 4 0.331504 7 3 0.390802 6 1 0.187791 2 5 0.823203 8 5 0.648984 3 2 0.250598 4 2 0.629186 4 3 0.780716 11 1 0.455983 10 5 0.459473 10 4 0.10767 1 4 0.27505 7 2 0.789303 8 5 0.644035 7 1 0.496127 STREAMCOST 7.48135 6.94703 7.75707 9.83026 1.25117 4.91657 1.75345 2.12639 4.51904 7.35767 9.05706 5.5792 HEUR 2 87 20 47.1582 87 21 51.3406 87 40 52.0187 87 41 77.9824 87 42 52.6537 87 43 281.2 87 44 118.196 87 45 177.464 87 46 73.2402 87 47 67.3847 87 30 48.2725 87 31 51.4847 87 32 51.4857 87 33 48.2725 # ARGUMENTS VAR RATIO 10 TREE 88 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 10 10 8 14 8 10 14 11 VALUE 8 2 0.714297 1 4 0.851504 2 5 0.175155 2 3 0.620876 11 1 0.00988589 3 1 0.667254 10 2 0.485621 2 5 0.9809 3 1 0.387966 1 3 0.572806 1 1 0.76788 9 2 0.712317 7 1 0.0326989 4 1 0.285022 5 2 0.227806 9 5 0.64773 10 3 0.865663 4 1 0.576434 9 4 0.906156 11 4 0.317274 2 4 0.411436 4 5 0.0449249 3 1 0.595529 11 3 0.431466 5 3 0.2258 7 5 0.626199 7 1 0.220092 7 1 0.724592 6 2 0.0901867 3 5 0.897471 8 1 0.935828 7 1 0.589285 0 1 0.216112 3 2 0.183485 8 1 0.255054 0 2 0.89477 2 5 0.106521 9 1 0.0080787 10 1 0.0597374 2 1 0.414857 0 5 0.700853 1 5 0.507316 1 1 0.724557 7 2 0.952459 2 3 0.941868 6 5 0.881326 9 5 0.402545 6 3 0.0522542 7 2 0.035684 9 1 0.822884 7 5 0.930551 1 5 0.78539 6 5 0.212031 2 3 0.705322 2 2 0.147499 1 4 0.869134 2 4 0.0220901 8 4 0.134823 11 1 0.8936 6 2 0.51396 11 2 0.514881 7 5 0.634302 6 2 0.0132989 9 2 0.207061 1 5 0.340629 9 2 0.564204 7 1 0.936002 0 1 0.969459 7 3 0.157172 3 1 0.699588 8 3 0.273711 3 3 0.94345 11 4 0.504111 10 5 0.849987 4 2 0.297996 8 1 0.211078 5 4 0.977932 6 3 0.145288 0 4 0.655808 7 1 0.489701 3 1 0.978097 5 1 0.286169 4 2 0.00221171 8 4 0.0318865 0 3 0.276593 STREAMCOST 2.66288 1.16218 4.54709 1.82084 5.56872 9.61941 9.5487 8.9927 7.72786 6.91277 6.36854 9.81776 HEUR 2 88 20 45.5121 88 21 51.1162 88 40 58.1852 88 41 134.655 88 42 60.8215 88 43 278.955 88 44 102.276 88 45 197.94 88 46 77.0259 88 47 66.8922 88 30 56.4934 88 31 56.5029 88 32 56.5067 88 33 56.4935 # ARGUMENTS VAR RATIO 10 TREE 89 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 8 6 4 11 4 5 2 10 VALUE 6 2 0.0159901 3 1 0.92444 5 2 0.0998728 10 3 0.286233 10 2 0.35072 10 1 0.420378 8 1 0.101886 11 3 0.222408 7 4 0.138359 5 5 0.493085 1 2 0.587792 11 1 0.401896 5 5 0.928395 8 5 0.206292 2 2 0.345284 1 3 0.385096 11 5 0.503045 6 2 0.611964 2 2 0.177454 0 1 0.862923 2 1 0.0403137 9 2 0.847351 6 3 0.207783 8 5 0.64352 3 5 0.415454 6 5 0.0470237 2 3 0.575617 3 2 0.330953 4 5 0.621456 9 4 0.0192715 6 4 0.288822 4 1 0.871992 3 1 0.52333 11 3 0.119226 7 4 0.0567751 4 2 0.892836 11 1 0.0960789 5 4 0.619199 0 4 0.647323 11 5 0.249711 6 2 0.922488 0 2 0.187151 11 5 0.20076 8 2 0.705913 8 2 0.706554 8 3 0.652267 8 3 0.273394 3 3 0.42087 0 1 0.306759 5 4 0.458382 STREAMCOST 3.74488 1.85028 6.90369 9.38327 7.05767 1.54567 4.17873 1.0321 9.25427 2.01393 5.71512 7.89057 HEUR 2 89 20 69.2146 89 21 78.5435 89 40 76.9974 89 41 127.581 89 42 83.4962 89 43 176.493 89 44 93.3028 89 45 88.7206 89 46 86.2907 89 47 82.6984 89 30 70.3402 89 31 75.8678 89 32 75.9165 89 33 70.3402 # ARGUMENTS VAR RATIO 10 TREE 90 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 3 13 3 3 15 5 14 7 VALUE 2 4 0.26771 9 2 0.39386 7 3 0.251407 7 4 0.126298 6 3 0.618811 4 2 0.17034 3 3 0.19435 11 3 0.298607 9 2 0.50345 4 4 0.53337 9 5 0.642304 1 2 0.838867 0 1 0.80749 11 5 0.562457 0 1 0.594252 5 5 0.170773 11 4 0.819798 8 4 0.137492 7 2 0.599231 11 4 0.350139 10 5 0.460011 4 3 0.7878 11 5 0.283979 7 3 0.282232 9 3 0.606818 0 4 0.678637 5 1 0.781245 10 2 0.203636 9 5 0.399904 7 4 0.658713 7 2 0.441419 1 3 0.35522 11 4 0.902456 1 3 0.410974 11 1 0.690009 10 5 0.370552 0 4 0.462398 6 1 0.699107 11 4 0.636335 10 1 0.920155 9 5 0.127159 2 4 0.502919 10 4 0.145058 7 3 0.101093 5 3 0.336287 1 1 0.11179 6 2 0.639736 2 2 0.352089 1 5 0.559471 0 1 0.808307 2 4 0.172229 2 3 0.487428 7 4 0.99017 4 5 0.0234201 4 1 0.162344 4 3 0.836281 2 3 0.673895 0 5 0.38925 3 1 0.0923233 6 5 0.868988 2 3 0.845628 2 1 0.0734832 11 2 0.51743 STREAMCOST 2.05918 9.84385 6.99343 9.16718 6.60989 6.50486 2.77295 7.36516 8.15043 3.55474 6.46622 4.67751 HEUR 2 90 20 85.9214 90 21 110.558 90 40 115.739 90 41 146.21 90 42 115.432 90 43 209.428 90 44 167.93 90 45 152.866 90 46 113.767 90 47 106.343 90 30 103.711 90 31 111.322 90 32 114.07 90 33 103.711 # ARGUMENTS VAR RATIO 10 TREE 91 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 4 15 5 8 5 9 2 14 VALUE 3 3 0.725223 6 4 0.320813 6 4 0.947331 3 4 0.394595 11 1 0.0761212 5 2 0.100823 3 2 0.710205 5 5 0.526663 0 3 0.0628332 7 3 0.605149 8 1 0.00934139 1 3 0.137089 4 4 0.0732041 9 4 0.816444 2 4 0.468008 6 4 0.709476 0 1 0.067975 4 4 0.918194 1 2 0.534804 6 4 0.96889 6 4 0.5194 3 3 0.242074 2 5 0.91154 11 1 0.797993 5 2 0.74871 4 2 0.161456 9 1 0.759634 2 2 0.335103 8 5 0.175574 10 4 0.501316 3 5 0.509969 5 2 0.569167 6 2 0.141246 0 4 0.466228 5 2 0.950897 4 2 0.37098 11 2 0.814097 8 5 0.929103 3 5 0.857937 11 4 0.906314 1 4 0.840328 1 5 0.933609 5 2 0.540665 4 4 0.951824 2 2 0.18269 10 3 0.191001 9 5 0.39443 5 5 0.837512 5 5 0.539312 9 4 0.278586 2 2 0.961565 2 4 0.606345 6 4 0.0387286 1 1 0.193752 4 5 0.933468 11 2 0.348609 4 5 0.322393 7 2 0.384377 8 2 0.888162 9 2 0.406721 10 4 0.994445 9 5 0.571125 STREAMCOST 1.37019 4.88386 1.75239 7.52606 3.64305 3.41394 8.57692 7.2004 8.47656 5.58724 9.70783 8.37004 HEUR 2 91 20 77.3591 91 21 99.7173 91 40 112.58 91 41 157.571 91 42 114.962 91 43 286.166 91 44 127.959 91 45 189.764 91 46 107.751 91 47 107.068 91 30 80.497 91 31 98.4232 91 32 100.14 91 33 80.497 # ARGUMENTS VAR RATIO 10 TREE 92 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 14 14 12 4 7 13 8 1 VALUE 0 1 0.856367 3 2 0.932758 5 1 0.441273 9 5 0.285847 8 3 0.840349 6 2 0.725629 10 4 0.447437 2 2 0.555849 4 2 0.799289 5 5 0.537485 8 3 0.78345 1 5 0.196224 2 5 0.440389 9 4 0.496855 11 5 0.352546 1 1 0.8297 4 4 0.182467 6 1 0.137025 11 4 0.752489 5 1 0.823772 8 3 0.538932 5 3 0.0646671 7 1 0.724191 2 1 0.248486 5 1 0.461501 3 5 0.829635 4 5 0.378103 8 1 0.68631 3 1 0.871569 5 3 0.296268 2 2 0.134886 6 1 0.746137 9 2 0.740484 7 3 0.974745 2 2 0.71758 8 1 0.32827 3 2 0.864208 2 5 0.231787 4 3 0.777527 11 5 0.380176 7 2 0.773156 5 3 0.948243 5 5 0.469331 8 1 0.237105 0 3 0.956945 0 5 0.97508 0 3 0.943349 1 3 0.373095 2 5 0.279609 1 3 0.742964 5 3 0.885931 0 2 0.53295 11 5 0.603425 4 5 0.491012 5 4 0.692969 2 5 0.169654 3 1 0.647312 6 1 0.416892 4 4 0.0240918 5 3 0.306147 9 5 0.478444 0 1 0.609238 0 1 0.985023 10 4 0.903656 10 5 0.105374 4 3 0.301083 3 2 0.0744291 1 3 0.0159096 11 2 0.574244 1 1 0.32298 10 3 0.236604 8 1 0.628759 10 2 0.342768 STREAMCOST 6.65397 7.50686 4.9675 4.30521 6.16726 9.5792 9.87678 2.66126 9.41538 2.06538 1.17761 6.78432 HEUR 2 92 20 49.6167 92 21 51.0604 92 40 54.8874 92 41 100.465 92 42 70.148 92 43 220.959 92 44 135.287 92 45 182.345 92 46 75.5526 92 47 71.954 92 30 53.9505 92 31 56.3969 92 32 86.1002 92 33 53.9505 # ARGUMENTS VAR RATIO 10 TREE 93 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 10 9 10 14 5 4 15 2 VALUE 6 1 0.659635 6 5 0.115186 9 3 0.538522 7 4 0.180238 2 3 0.41635 10 5 0.872868 4 3 0.474559 8 4 0.145647 2 1 0.0682749 1 4 0.10588 7 1 0.869445 6 1 0.837288 6 2 0.405335 6 5 0.0494936 9 1 0.778713 7 1 0.866097 11 5 0.843962 2 2 0.115632 5 1 0.477549 4 4 0.174153 2 3 0.375183 1 2 0.720229 3 5 0.559027 1 5 0.905714 11 5 0.454751 0 3 0.642442 11 5 0.127553 1 1 0.916769 5 1 0.946584 9 3 0.851054 0 2 0.0413502 11 3 0.454395 8 4 0.799296 10 4 0.679331 1 5 0.455182 7 2 0.0128555 8 5 0.211893 2 1 0.779131 0 1 0.251035 5 2 0.903469 5 2 0.622964 8 2 0.204042 9 3 0.172961 4 4 0.997368 1 2 0.75196 2 4 0.277366 5 3 0.298269 11 2 0.609294 6 4 0.420406 0 1 0.164092 0 5 0.0152882 1 5 0.0452436 11 3 0.0275013 10 5 0.433852 7 1 0.659417 4 3 0.846096 1 1 0.582543 1 1 0.546069 11 3 0.746825 0 2 0.799317 5 2 0.577246 8 2 0.729419 3 4 0.606454 8 1 0.0134572 2 3 0.59538 11 3 0.827335 0 5 0.383913 1 1 0.800261 5 2 0.0270415 STREAMCOST 9.54102 7.23188 4.64968 5.29989 6.67214 8.16434 6.7026 8.54877 9.06844 9.05589 1.82163 1.90999 HEUR 2 93 20 60.5589 93 21 63.4996 93 40 64.8917 93 41 125.585 93 42 85.11 93 43 235.056 93 44 161.92 93 45 167.41 93 46 96.9986 93 47 87.8064 93 30 62.3707 93 31 63.6112 93 32 63.6165 93 33 62.3707 # ARGUMENTS VAR RATIO 10 TREE 94 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 11 12 10 9 11 9 7 6 VALUE 5 2 0.392472 1 3 0.369141 1 4 0.974297 5 3 0.819869 11 5 0.306966 9 4 0.400106 3 3 0.302379 2 4 0.102722 4 3 0.975 0 1 0.890816 6 2 0.700252 9 2 0.242357 0 5 0.627797 9 3 0.456379 0 5 0.143642 1 4 0.863271 10 3 0.407795 4 4 0.57166 2 2 0.0240245 4 1 0.340843 5 1 0.202257 10 2 0.452549 0 2 0.239436 0 5 0.990412 3 4 0.927075 1 5 0.618152 3 3 0.441767 2 4 0.307564 6 2 0.904773 5 4 0.347026 11 5 0.944686 11 4 0.547095 9 2 0.205285 7 3 0.799623 5 5 0.399453 11 4 0.448172 6 1 0.0475281 9 1 0.148934 8 1 0.747752 7 4 0.0225711 8 1 0.580738 2 3 0.753057 2 4 0.474815 5 4 0.924389 5 2 0.422964 11 2 0.532769 0 5 0.896646 8 1 0.804059 9 4 0.34741 6 3 0.800334 9 4 0.86698 11 4 0.268109 3 5 0.484102 8 1 0.485036 3 4 0.138952 11 2 0.641046 0 3 0.203998 9 3 0.702575 8 3 0.738274 11 4 0.377336 0 4 0.201159 5 2 0.185595 2 3 0.438192 8 1 0.0458772 2 5 0.112146 5 1 0.831272 8 4 0.347933 3 1 0.986851 8 1 0.514266 8 1 0.197595 8 5 0.900005 2 1 0.0661146 10 3 0.537859 0 5 0.283644 4 4 0.381383 STREAMCOST 8.02134 1.84813 6.89583 8.56706 3.74508 3.4284 6.33961 3.21212 9.62383 9.57836 3.84949 6.79484 HEUR 2 94 20 60.7153 94 21 59.291 94 40 68.665 94 41 175.596 94 42 81.7384 94 43 288.118 94 44 141.954 94 45 192.708 94 46 78.0596 94 47 71.4959 94 30 69.0758 94 31 69.097 94 32 69.1071 94 33 69.0745 # ARGUMENTS VAR RATIO 10 TREE 95 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 4 4 3 10 14 4 11 5 VALUE 6 4 0.869462 7 4 0.45832 5 4 0.756077 6 5 0.45881 6 2 0.958491 7 3 0.35001 6 3 0.344062 7 5 0.877381 3 4 0.403275 9 5 0.901036 4 5 0.231709 9 3 0.27563 3 4 0.0502293 11 2 0.691763 9 4 0.263981 1 2 0.300725 5 4 0.988841 4 2 0.981258 10 5 0.366968 9 2 0.654053 5 2 0.00520223 11 3 0.420552 0 5 0.143709 11 2 0.360206 11 5 0.279146 7 2 0.350489 5 1 0.635831 1 5 0.20753 4 2 0.802197 2 2 0.9217 1 3 0.594618 8 1 0.666386 11 3 0.693764 2 5 0.0771492 0 4 0.610535 8 1 0.648924 11 4 0.105135 8 3 0.292993 11 1 0.95879 10 3 0.704494 2 3 0.921612 8 3 0.960772 4 1 0.226187 10 3 0.639788 7 5 0.797156 9 4 0.477924 0 5 0.174429 4 5 0.671472 2 1 0.0519943 1 1 0.637144 7 3 0.518894 11 3 0.573471 1 1 0.591495 11 1 0.335091 1 1 0.250769 STREAMCOST 9.38407 4.99267 8.55886 7.78658 5.02645 2.76825 7.60382 3.38463 3.1999 8.78769 8.21196 9.30538 HEUR 2 95 20 81.5318 95 21 91.231 95 40 102.41 95 41 178.826 95 42 100.018 95 43 256.12 95 44 178.533 95 45 184.904 95 46 123.011 95 47 115.008 95 30 84.6732 95 31 92.3582 95 32 96.8914 95 33 85.6591 # ARGUMENTS VAR RATIO 10 TREE 96 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 4 8 14 14 13 1 14 11 VALUE 8 3 0.118076 5 1 0.464802 6 2 0.571412 8 1 0.274985 3 5 0.290818 11 3 0.66498 3 2 0.303744 6 1 0.267338 0 5 0.399235 0 4 0.801557 10 4 0.65468 11 5 0.288748 7 4 0.744267 9 5 0.0583296 0 5 0.533358 0 5 0.692751 2 1 0.986948 8 3 0.0643114 6 1 0.25113 3 3 0.0538214 9 2 0.636987 1 5 0.391666 3 5 0.450729 1 1 0.424713 0 5 0.666122 3 2 0.957097 3 2 0.747801 3 4 0.100125 11 4 0.334904 5 5 0.436455 5 3 0.932673 0 4 0.692887 2 1 0.860567 9 5 0.891123 11 5 0.301664 4 2 0.48203 4 5 0.224083 3 2 0.630061 8 5 0.626515 10 2 0.5449 2 3 0.990179 9 2 0.0620862 2 1 0.251885 8 5 0.476615 5 3 0.739079 8 1 0.444547 9 3 0.814413 1 2 0.641528 0 2 0.02486 10 2 0.376499 10 3 0.111251 0 4 0.780595 8 2 0.549779 6 2 0.196783 3 2 0.948666 3 1 0.949174 3 1 0.103491 1 2 0.818124 4 5 0.265039 11 5 0.927346 9 2 0.979522 8 3 0.191315 6 5 0.112954 2 4 0.497754 10 4 0.0247456 0 5 0.377164 9 3 0.38532 11 2 0.724868 4 4 0.131019 11 5 0.68664 2 2 0.209868 10 4 0.829567 5 4 0.402835 3 3 0.635886 0 2 0.27427 5 2 0.511141 4 5 0.764474 11 3 0.101574 4 3 0.384731 STREAMCOST 6.68786 2.01096 5.4386 7.59376 1.70834 9.8371 2.85733 6.94343 8.94351 3.86677 2.63798 6.01733 HEUR 2 96 20 33.1727 96 21 35.4918 96 40 42.3716 96 41 92.5523 96 42 43.1127 96 43 225.834 96 44 111.272 96 45 151.13 96 46 59.6972 96 47 45.8824 96 30 39.6412 96 31 40.5497 96 32 48.2144 96 33 39.6412 # ARGUMENTS VAR RATIO 10 TREE 97 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 13 13 15 11 7 2 5 7 VALUE 9 2 0.298944 1 5 0.519155 11 1 0.204674 1 2 0.715415 2 1 0.29886 6 2 0.481385 10 3 0.135642 7 1 0.00208838 1 1 0.112156 6 3 0.232488 3 1 0.13661 8 4 0.282772 7 1 0.616859 2 4 0.7569 8 1 0.405703 5 1 0.156048 2 3 0.329628 1 4 0.145912 11 2 0.268156 9 1 0.439397 11 2 0.00691621 4 5 0.87918 4 3 0.821121 2 1 0.140463 4 3 0.866234 4 1 0.11401 7 5 0.497184 9 1 0.0968045 11 1 0.263495 2 4 0.804276 10 3 0.25244 5 5 0.358032 1 5 0.439074 0 5 0.94309 11 2 0.949109 2 3 0.311268 7 1 0.267733 5 2 0.126852 6 4 0.0947131 1 1 0.473308 4 4 0.19527 2 1 0.276703 10 4 0.489747 6 5 0.231303 1 1 0.444555 0 2 0.0131369 7 4 0.227415 2 1 0.265516 4 3 0.537935 10 2 0.390787 10 5 0.601874 3 5 0.492943 0 1 0.186615 9 4 0.113091 1 5 0.506014 10 5 0.311292 5 5 0.245007 10 2 0.0760689 3 1 0.707172 10 3 0.18954 0 4 0.749404 7 1 0.180756 10 5 0.683966 3 2 0.882706 2 2 0.987479 4 4 0.476541 3 4 0.318664 0 4 0.72891 11 3 0.690878 11 1 0.0430692 10 3 0.269225 3 3 0.148102 6 3 0.99842 STREAMCOST 3.17798 4.86891 3.03663 6.33458 9.42937 3.89852 8.1048 1.47321 5.39083 4.28648 5.83253 1.01761 HEUR 2 97 20 31.2488 97 21 39.1159 97 40 37.9578 97 41 59.9362 97 42 43.5021 97 43 189.755 97 44 72.5023 97 45 102.15 97 46 72.1446 97 47 70.2371 97 30 36.5896 97 31 39.1157 97 32 39.1167 97 33 36.5896 # ARGUMENTS VAR RATIO 10 TREE 98 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 11 5 9 1 5 3 12 12 VALUE 5 3 0.11891 0 2 0.340681 4 4 0.337526 3 1 0.866878 4 5 0.408891 6 5 0.573312 3 3 0.838641 4 5 0.708449 4 4 0.697089 10 5 0.817483 5 1 0.686484 10 2 0.632634 11 1 0.693322 6 1 0.982857 1 3 0.264304 9 5 0.174401 10 4 0.650248 2 5 0.595021 6 1 0.520981 9 4 0.847255 2 2 0.96961 11 1 0.907964 5 1 0.520437 4 5 0.466704 11 1 0.718007 5 3 0.512273 0 2 0.0781016 4 1 0.269168 5 5 0.16558 2 2 0.347457 0 5 0.836382 10 4 0.956944 5 4 0.333026 8 4 0.710153 0 4 0.279207 6 1 0.367726 1 4 0.359819 6 2 0.279815 0 5 0.205867 3 2 0.264133 5 1 0.371324 1 4 0.842325 5 2 0.435508 11 2 0.128887 3 1 0.37001 1 2 0.371862 3 4 0.0102335 0 4 0.551186 2 1 0.57301 8 4 0.879509 1 2 0.802612 1 1 0.673676 8 2 0.72005 8 3 0.057249 4 2 0.673977 1 5 0.533492 3 2 0.14751 0 2 0.215185 STREAMCOST 3.44296 4.40281 6.97849 2.47574 8.9948 2.99178 9.61962 5.5454 3.94444 9.26128 9.46353 2.00107 HEUR 2 98 20 35.1193 98 21 41.7676 98 40 49.3317 98 41 82.359 98 42 53.4165 98 43 217.329 98 44 139.882 98 45 113.735 98 46 67.8166 98 47 54.28 98 30 36.2569 98 31 48.87 98 32 75.1556 98 33 36.2569 # ARGUMENTS VAR RATIO 10 TREE 99 NBSTREAMS 12 NBAND 8 NBMAXLEAVES 15 NBLEAF 11 11 8 13 13 12 1 11 VALUE 9 1 0.565617 11 2 0.577726 0 3 0.990627 10 1 0.381054 9 2 0.746767 7 2 0.493616 5 2 0.928948 7 2 0.360507 11 2 0.524415 7 1 0.693476 9 2 0.211687 4 3 0.734139 3 4 0.816142 3 5 0.923568 2 3 0.644835 7 1 0.0432734 4 4 0.0968653 3 1 0.0803999 2 3 0.476656 1 1 0.809817 2 2 0.006553 1 5 0.0692645 6 1 0.167547 8 5 0.377565 6 2 0.0417585 2 3 0.939521 7 2 0.800658 7 5 0.338283 3 5 0.968274 11 3 0.147713 3 5 0.549378 0 2 0.621713 2 5 0.915463 8 5 0.888562 10 2 0.432789 3 4 0.39838 10 1 0.0790467 6 3 0.295192 7 2 0.976451 11 4 0.162961 7 4 0.205387 8 2 0.61405 1 3 0.303933 0 4 0.847285 11 5 0.0157822 9 2 0.904543 0 4 0.874771 8 4 0.0506338 9 1 0.918348 0 1 0.117831 5 3 0.546269 1 3 0.426315 8 5 0.822525 8 2 0.396431 1 2 0.61388 5 2 0.539806 9 2 0.465529 6 4 0.292308 4 3 0.103466 9 2 0.82546 1 3 0.232824 8 3 0.219521 4 1 0.744647 3 4 0.256854 9 2 0.790332 8 3 0.0219205 3 3 0.995365 9 1 0.457243 4 3 0.15462 11 3 0.616968 9 5 0.474763 6 3 0.0553813 3 5 0.0767484 8 4 0.438708 9 1 0.615039 3 5 0.779351 1 3 0.200659 8 5 0.867557 7 4 0.516437 0 4 0.135074 STREAMCOST 7.98781 3.55222 5.99378 8.79982 7.20578 2.74249 3.24224 1.22271 7.33028 5.45152 4.59514 4.32313 HEUR 2 99 20 42.0072 99 21 53.3027 99 40 59.712 99 41 77.989 99 42 56.0305 99 43 205.779 99 44 104.015 99 45 183.124 99 46 60.5651 99 47 59.1248 99 30 52.3348 99 31 57.9258 99 32 57.9426 99 33 52.3348