# ARGUMENTS VAR RATIO 5 TREE 0 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 6 6 8 9 7 9 6 9 VALUE 6 4 0.645894 6 3 0.297535 14 1 0.963663 4 2 0.477665 12 5 0.528895 7 3 0.392785 14 5 0.0710361 5 1 0.648172 0 2 0.83262 15 4 0.140351 13 5 0.978618 7 4 0.800911 7 3 0.780529 10 1 0.720633 10 3 0.143353 8 5 0.758616 8 1 0.414662 7 2 0.186332 12 4 0.45615 3 3 0.135218 0 2 0.617636 2 4 0.222321 9 2 0.943748 14 4 0.44995 5 4 0.437032 14 4 0.0992804 0 5 0.666767 10 4 0.17091 3 2 0.128926 12 2 0.607831 5 2 0.570197 0 3 0.634274 15 5 0.102045 10 2 0.635059 2 5 0.653108 9 2 0.414369 7 3 0.244426 9 1 0.338008 1 4 0.65633 5 1 0.778345 3 5 0.368725 10 5 0.0135716 1 4 0.837945 10 1 0.971945 15 5 0.468651 8 5 0.0557147 9 3 0.739264 0 1 0.441711 4 5 0.120197 5 2 0.480894 1 4 0.317983 14 3 0.918235 1 2 0.692472 9 3 0.865103 4 3 0.523248 14 1 0.921158 9 1 0.929296 4 2 0.0093567 10 5 0.131798 10 4 0.841386 STREAMCOST 3.60465 3.38257 2.64872 4.58039 6.27862 5.97539 1.18097 2.48446 8.46046 4.32827 1.04226 2.31798 7.10035 6.12657 3.43007 7.33364 HEUR 2 0 20 55.6152 0 21 58.5422 0 40 59.6137 0 41 110.128 0 42 62.9399 0 43 228.553 0 44 139.048 0 45 148.743 0 46 72.3535 0 47 71.6752 0 30 58.3506 0 31 58.583 0 32 59.2343 0 33 58.3476 # ARGUMENTS VAR RATIO 5 TREE 1 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 5 10 8 10 1 2 4 10 VALUE 2 2 0.0923386 6 1 0.387911 5 4 0.396767 14 3 0.846311 6 2 0.68522 8 2 0.443453 14 2 0.0273876 8 4 0.913962 6 3 0.55869 6 1 0.939128 3 4 0.800745 11 5 0.802758 5 1 0.692323 8 5 0.86502 14 5 0.0850442 13 1 0.27305 2 1 0.878143 10 1 0.593066 6 4 0.95789 6 3 0.197551 11 2 0.315516 2 4 0.783314 13 3 0.0182883 0 4 0.62403 15 4 0.748166 4 2 0.446135 12 2 0.103226 1 3 0.469239 14 1 0.293614 14 2 0.11949 2 3 0.019367 1 4 0.916861 3 5 0.265547 4 3 0.584389 0 3 0.574118 9 1 0.956536 9 2 0.699758 3 1 0.533448 6 5 0.6944 7 3 0.540601 0 4 0.535896 0 4 0.139966 8 4 0.944595 0 3 0.883125 14 3 0.137475 7 1 0.892136 12 2 0.397677 8 1 0.652299 14 2 0.347766 9 4 0.637836 STREAMCOST 7.53398 2.13683 8.94975 7.21184 6.61305 6.82974 7.75848 4.18545 4.14009 7.8691 3.42935 4.20879 9.06298 7.7751 4.85282 8.93208 HEUR 2 1 20 42.7981 1 21 78.3683 1 40 91.5132 1 41 143.107 1 42 108.913 1 43 260.541 1 44 132.391 1 45 130.64 1 46 149.699 1 47 133.145 1 30 42.7212 1 31 81.6927 1 32 96.9325 1 33 42.7212 # ARGUMENTS VAR RATIO 5 TREE 2 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 5 2 1 10 6 10 5 5 VALUE 6 2 0.330335 2 2 0.698863 9 1 0.299655 7 2 0.632738 9 5 0.529142 10 1 0.498561 8 3 0.18444 11 4 0.258498 13 3 0.494237 6 5 0.176985 1 5 0.505246 4 1 0.287869 6 1 0.0965309 2 1 0.49429 9 3 0.226012 3 1 0.767491 3 3 0.349826 2 3 0.367471 3 3 0.640407 10 3 0.79309 8 4 0.386893 9 4 0.990852 9 1 0.162299 2 4 0.852281 15 3 0.500008 3 5 0.993266 5 2 0.567144 4 3 0.809175 6 2 0.776559 7 3 0.274173 15 4 0.544208 13 1 0.94809 5 5 0.850851 8 3 0.220998 0 4 0.247177 6 1 0.888304 15 5 0.97058 8 5 0.702042 9 4 0.76496 7 1 0.960314 4 3 0.524067 5 2 0.76193 0 5 0.983153 11 3 0.517431 STREAMCOST 5.536 8.96024 3.91187 5.9827 3.3377 6.16278 4.48201 4.5454 8.48815 9.33892 7.63072 1.0499 4.4129 7.55649 1.11716 4.20178 HEUR 2 2 20 66.1578 2 21 70.4905 2 40 87.5219 2 41 149.941 2 42 101.659 2 43 285.727 2 44 92.4771 2 45 141.182 2 46 135.21 2 47 128.806 2 30 68.1017 2 31 73.6977 2 32 103.887 2 33 69.5238 # ARGUMENTS VAR RATIO 5 TREE 3 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 6 1 8 9 3 2 6 6 VALUE 14 3 0.896293 0 1 0.0406307 3 2 0.0514672 1 3 0.694824 0 1 0.456833 7 4 0.215577 4 2 0.676255 7 3 0.913301 0 4 0.558854 15 2 0.402361 6 3 0.283525 4 4 0.58662 7 2 0.156868 7 3 0.757665 12 5 0.306364 4 2 0.893065 6 4 0.936384 0 5 0.142717 10 2 0.902834 12 5 0.398991 6 3 0.092217 6 4 0.787139 8 4 0.361565 0 2 0.315767 6 3 0.46894 11 2 0.609624 4 2 0.457686 10 5 0.662686 9 5 0.283488 12 2 0.374125 7 1 0.20541 12 2 0.0637698 8 5 0.0872294 11 3 0.4459 5 2 0.707687 8 4 0.457332 11 5 0.68918 5 2 0.843787 10 3 0.339849 8 3 0.826128 5 3 0.445145 STREAMCOST 2.28339 1.55376 3.72037 3.18408 8.2632 9.74442 3.87546 3.07526 1.19103 7.2233 5.34201 6.85429 1.23424 7.51545 5.55017 5.2758 HEUR 2 3 20 37.6049 3 21 59.5602 3 40 69.6899 3 41 96.2206 3 42 68.84 3 43 140.353 3 44 109.821 3 45 71.0303 3 46 84.8514 3 47 83.4721 3 30 40.314 3 31 63.1658 3 32 94.6251 3 33 41.2788 # ARGUMENTS VAR RATIO 5 TREE 4 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 10 10 6 2 10 9 8 7 VALUE 11 3 0.21609 2 5 0.224506 0 4 0.252982 14 3 0.632963 12 1 0.197685 9 5 0.361496 15 4 0.163842 6 3 0.811948 0 4 0.386571 4 1 0.643914 15 5 0.436147 0 5 0.0397804 12 5 0.866289 7 1 0.441349 1 1 0.600743 2 1 0.865883 11 5 0.408444 14 3 0.870306 15 5 0.521696 4 1 0.0357582 2 2 0.545203 3 3 0.180721 10 2 0.401495 3 4 0.375368 6 4 0.623916 3 4 0.138751 2 3 0.375576 5 3 0.46775 10 2 0.25368 1 3 0.25291 9 1 0.895501 14 2 0.236141 10 5 0.191446 2 3 0.0757064 2 4 0.918383 15 3 0.315673 13 5 0.416776 11 5 0.356373 6 5 0.331175 6 3 0.846722 13 4 0.861014 11 3 0.66951 1 1 0.597267 0 2 0.0951981 11 2 0.894651 12 3 0.10038 9 1 0.0650678 15 3 0.162872 2 3 0.614563 15 2 0.36677 12 1 0.0485341 8 1 0.307013 10 5 0.514654 14 3 0.128935 13 5 0.487738 12 5 0.689644 8 4 0.926721 14 4 0.236152 2 3 0.364553 14 5 0.177408 5 1 0.189026 15 3 0.320616 STREAMCOST 4.53503 8.97217 6.57037 5.90839 4.9309 4.33996 3.3483 2.23233 4.71225 2.01259 4.77131 1.65055 9.1218 2.73915 9.81655 1.02634 HEUR 2 4 20 46.8989 4 21 54.0747 4 40 54.7855 4 41 90.4058 4 42 60.1876 4 43 208.508 4 44 121.821 4 45 159.519 4 46 63.4576 4 47 60.7987 4 30 49.3787 4 31 55.0022 4 32 55.0052 4 33 49.3825 # ARGUMENTS VAR RATIO 5 TREE 5 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 1 9 9 3 4 10 10 VALUE 7 1 0.611744 6 4 0.354138 8 3 0.2968 15 1 0.808282 1 4 0.73844 13 3 0.24254 2 4 0.879937 1 2 0.204155 6 1 0.29608 14 4 0.523675 9 3 0.599929 11 2 0.0145808 4 1 0.253588 13 2 0.833493 2 5 0.165613 15 5 0.561337 15 1 0.188415 15 1 0.477402 3 4 0.699844 13 4 0.616125 0 3 0.577663 5 1 0.690931 8 5 0.639795 14 5 0.00573506 4 4 0.802497 10 5 0.199765 14 4 0.00221422 9 3 0.579721 15 1 0.398945 2 5 0.341527 8 4 0.770854 3 3 0.121548 0 5 0.0865257 4 1 0.474317 4 1 0.964915 4 4 0.225988 13 5 0.566082 6 4 0.383903 12 2 0.926683 3 5 0.736315 13 5 0.0942027 10 2 0.424206 0 3 0.546358 3 4 0.157031 0 5 0.188668 13 2 0.643682 3 1 0.795087 2 2 0.318868 10 5 0.493415 STREAMCOST 3.03927 6.2515 9.01619 9.45369 9.39335 9.49186 1.76595 2.00523 8.30246 8.59199 9.94988 4.11425 4.17451 1.90745 5.35654 4.45068 HEUR 2 5 20 15.0395 5 21 18.2161 5 40 35.2334 5 41 41.3291 5 42 22.0962 5 43 104.146 5 44 143.331 5 45 58.0234 5 46 47.5257 5 47 42.1862 5 30 15.1064 5 31 18.5336 5 32 62.9007 5 33 15.1112 # ARGUMENTS VAR RATIO 5 TREE 6 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 9 10 4 3 9 1 1 4 VALUE 1 5 0.595052 1 3 0.608474 6 3 0.335408 7 4 0.825209 7 4 0.735882 6 3 0.239814 9 1 0.645355 11 5 0.914195 13 3 0.413201 10 5 0.801721 13 3 0.0544745 10 4 0.147845 12 2 0.736407 9 4 0.442511 8 3 0.124824 1 5 0.223284 6 2 0.216951 13 4 0.460241 15 3 0.255614 12 4 0.739861 9 4 0.717332 12 5 0.881896 5 5 0.253634 4 3 0.745375 11 2 0.724071 7 3 0.710044 15 2 0.450499 14 2 0.732187 11 2 0.0824586 10 2 0.0595789 12 5 0.764751 7 2 0.532595 3 1 0.471251 12 2 0.613809 11 2 0.189107 6 2 0.560076 13 3 0.615024 8 5 0.462361 15 4 0.836909 14 1 0.479704 9 3 0.476109 STREAMCOST 3.26249 4.63741 9.51629 7.67695 9.84781 8.4334 5.96669 7.14907 5.94889 2.25344 5.1752 7.32543 4.46936 1.52954 4.66757 2.73399 HEUR 2 6 20 22.5576 6 21 26.9766 6 40 40.0289 6 41 41.1243 6 42 34.5247 6 43 176.122 6 44 119.068 6 45 167.683 6 46 32.8422 6 47 30.8467 6 30 23.4097 6 31 29.5834 6 32 113.041 6 33 23.5888 # ARGUMENTS VAR RATIO 5 TREE 7 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 1 3 8 4 5 10 8 5 VALUE 15 2 0.538496 4 3 0.0867434 1 3 0.268439 0 3 0.527765 10 5 0.803739 5 2 0.392942 1 4 0.288146 10 5 0.694032 3 2 0.452124 14 5 0.262584 0 4 0.600549 4 5 0.851295 3 1 0.54849 12 5 0.937629 2 3 0.523413 6 4 0.357475 10 1 0.467753 1 2 0.482637 7 4 0.372385 15 3 0.348756 5 2 0.837918 7 4 0.957914 5 1 0.572625 2 2 0.0835081 7 3 0.352978 4 4 0.28272 5 5 0.459093 6 4 0.418757 6 5 0.906423 12 1 0.343305 11 2 0.422374 8 3 0.623256 10 4 0.522906 4 3 0.405199 0 4 0.0922623 7 4 0.781736 8 4 0.69616 11 5 0.489423 10 5 0.0531287 2 2 0.649119 9 3 0.23512 13 5 0.143628 15 3 0.848401 10 3 0.66171 STREAMCOST 8.57329 8.5471 2.18 5.79302 3.7786 1.35681 5.16697 1.86039 7.67662 8.19005 5.37243 4.6215 2.23189 7.14207 4.09183 5.51731 HEUR 2 7 20 44.6342 7 21 46.9885 7 40 70.9589 7 41 88.1513 7 42 66.1967 7 43 180.921 7 44 158.795 7 45 71.6226 7 46 97.242 7 47 93.715 7 30 46.3148 7 31 49.6729 7 32 93.2931 7 33 46.3638 # ARGUMENTS VAR RATIO 5 TREE 8 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 9 1 10 3 9 4 6 9 VALUE 3 3 0.0113988 9 3 0.766063 6 3 0.522675 13 3 0.926438 8 1 0.543386 11 4 0.402677 11 5 0.619682 0 3 0.352812 4 3 0.973855 13 2 0.0538108 3 2 0.0658084 4 5 0.67652 2 2 0.322131 2 1 0.440228 3 3 0.393635 15 5 0.513628 5 4 0.984749 1 1 0.332638 5 2 0.380959 9 4 0.660121 15 2 0.31969 2 3 0.11381 4 4 0.801056 1 4 0.479278 1 4 0.603644 2 4 0.686941 0 1 0.455448 14 4 0.226411 15 3 0.583965 4 1 0.180812 7 2 0.188173 7 4 0.250482 3 5 0.15097 13 3 0.722668 1 3 0.731158 8 5 0.626633 15 3 0.374739 11 3 0.456653 10 4 0.51058 10 3 0.440292 0 1 0.0678964 0 3 0.271174 6 4 0.185884 15 3 0.11725 9 4 0.720924 15 2 0.746732 6 3 0.822782 1 3 0.782644 11 1 0.510582 1 5 0.238402 11 2 0.866262 STREAMCOST 9.36848 2.83069 5.24114 3.68681 5.21295 5.28224 8.33195 5.44244 3.1744 6.46909 6.62295 8.37042 5.74914 5.74951 6.43744 9.45284 HEUR 2 8 20 76.5922 8 21 81.575 8 40 90.5341 8 41 170.067 8 42 93.6133 8 43 259.464 8 44 97.6701 8 45 125.837 8 46 100.562 8 47 81.3176 8 30 82.2307 8 31 86.5587 8 32 88.6437 8 33 82.2306 # ARGUMENTS VAR RATIO 5 TREE 9 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 1 4 6 5 5 1 2 4 VALUE 2 1 0.218559 14 3 0.137527 3 1 0.0840597 6 2 0.494655 2 2 0.878559 5 5 0.734658 0 5 0.699107 11 3 0.135425 14 1 0.666899 15 3 0.553056 11 5 0.386477 10 4 0.56487 13 4 0.465668 12 5 0.375209 12 5 0.983359 1 1 0.079316 8 1 0.945517 7 4 0.209467 13 5 0.970846 15 1 0.669631 3 3 0.873401 12 5 0.0467 12 3 0.346902 1 3 0.16007 9 3 0.496282 9 3 0.140158 6 5 0.870408 15 1 0.929738 STREAMCOST 7.18907 4.53503 7.33176 3.60406 9.3268 3.85077 1.35509 9.88205 6.82405 1.38567 6.74249 2.53103 5.15528 3.51755 1.47753 4.63075 HEUR 2 9 20 70.4449 9 21 75.0643 9 40 80.6077 9 41 127.499 9 42 86.6463 9 43 188.592 9 44 104.384 9 45 138.627 9 46 106.266 9 47 102.781 9 30 70.5266 9 31 75.0643 9 32 90.6373 9 33 71.581 # ARGUMENTS VAR RATIO 5 TREE 10 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 8 3 1 5 7 5 8 9 VALUE 7 3 0.224797 0 1 0.709208 12 2 0.169111 4 1 0.150378 10 4 0.953393 13 1 0.336072 8 5 0.812621 3 4 0.0306166 11 5 0.291876 11 5 0.540881 11 1 0.542544 6 1 0.778729 5 3 0.674134 2 3 0.826082 6 1 0.617767 4 3 0.0655633 10 1 0.601039 12 5 0.011788 8 4 0.908649 5 2 0.559648 1 2 0.3007 6 1 0.0768555 13 5 0.0468963 7 4 0.121954 8 4 0.819287 2 1 0.76688 13 5 0.351653 4 4 0.597582 4 5 0.883936 15 2 0.467403 2 5 0.392529 4 1 0.131291 13 5 0.151152 10 2 0.59544 15 3 0.987625 5 3 0.587131 13 1 0.251374 2 3 0.397165 14 4 0.534558 5 3 0.00240676 0 3 0.357182 2 1 0.0797927 4 2 0.330719 10 4 0.214953 0 2 0.429492 6 2 0.224873 STREAMCOST 6.72842 2.03184 4.11712 6.24715 1.38788 3.09377 8.91924 6.00866 7.86917 5.7143 8.90287 4.15862 4.75758 7.34798 6.4502 8.38633 HEUR 2 10 20 18.4075 10 21 30.93 10 40 43.5245 10 41 38.391 10 42 39.0264 10 43 146.189 10 44 130.954 10 45 76.0255 10 46 39.0708 10 47 36.7585 10 30 19.1265 10 31 30.9309 10 32 55.5554 10 33 19.3153 # ARGUMENTS VAR RATIO 5 TREE 11 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 2 1 1 7 5 2 8 10 VALUE 6 1 0.485427 3 1 0.896341 7 5 0.941807 1 5 0.889708 11 4 0.108736 8 5 0.785389 13 3 0.165087 11 4 0.67251 0 5 0.116737 15 2 0.778103 2 1 0.75898 14 5 0.410912 5 1 0.318799 3 1 0.864004 1 1 0.712726 12 3 0.483106 0 4 0.479797 0 3 0.621282 13 3 0.717849 14 4 0.0690928 8 3 0.949102 7 5 0.678907 5 3 0.239875 6 4 0.398229 1 1 0.364616 3 1 0.476453 5 1 0.0703826 0 2 0.92385 12 4 0.9054 15 4 0.469641 8 5 0.616018 0 2 0.743906 2 2 0.436241 15 4 0.665488 1 5 0.020733 5 4 0.789017 STREAMCOST 3.69957 2.93323 7.31048 9.55997 7.61201 4.01266 9.39614 5.51595 4.60296 7.48509 4.22594 4.34725 8.2591 2.42713 7.88042 1.48985 HEUR 2 11 20 17.9059 11 21 47.4121 11 40 61.7889 11 41 53.7568 11 42 48.9037 11 43 45.4427 11 44 100.667 11 45 30.4174 11 46 39.5699 11 47 38.2519 11 30 17.9201 11 31 51.5773 11 32 60.2812 11 33 28.6454 # ARGUMENTS VAR RATIO 5 TREE 12 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 2 5 8 9 3 1 6 8 VALUE 0 2 0.918747 0 5 0.295437 0 1 0.956949 11 1 0.372834 4 4 0.606083 15 5 0.48153 13 5 0.00225924 3 3 0.147974 8 5 0.485377 10 4 0.957729 2 3 0.76456 9 1 0.801265 2 5 0.116273 3 2 0.70294 10 3 0.47123 3 5 0.629365 4 1 0.733126 0 4 0.164368 5 5 0.334648 0 5 0.217642 9 5 0.950314 2 4 0.121604 13 3 0.40664 6 3 0.608258 6 4 0.995138 14 1 0.268576 15 2 0.41925 11 3 0.928916 7 1 0.373723 14 3 0.570751 0 1 0.0842727 4 4 0.817586 10 4 0.0279078 0 2 0.4432 3 3 0.05502 8 3 0.80479 6 3 0.0482188 0 3 0.571325 12 2 0.113602 11 2 0.909839 10 3 0.492737 10 3 0.580768 STREAMCOST 5.15296 3.82403 9.05269 5.73704 6.452 6.81165 6.4302 3.09897 4.99485 1.55021 5.32042 6.32659 8.99603 5.96789 2.8765 8.63214 HEUR 2 12 20 22.7923 12 21 65.0731 12 40 95.3175 12 41 80.4492 12 42 107.933 12 43 90.154 12 44 166.026 12 45 107.756 12 46 95.9743 12 47 93.0064 12 30 23.0814 12 31 64.4283 12 32 88.0911 12 33 23.0815 # ARGUMENTS VAR RATIO 5 TREE 13 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 8 7 3 9 9 9 10 2 VALUE 15 4 0.453449 12 4 0.607343 12 4 0.641613 6 4 0.340347 0 4 0.298449 14 1 0.720031 13 3 0.372854 7 4 0.446266 4 3 0.347581 15 1 0.614454 5 1 0.949094 11 2 0.939107 5 3 0.917772 7 1 0.624433 1 4 0.629829 4 5 0.0528366 0 4 0.746577 8 5 0.196832 1 3 0.656455 8 3 0.451491 7 3 0.955574 10 1 0.118356 3 1 0.712233 13 2 0.271956 4 4 0.695445 9 5 0.686577 3 2 0.458086 9 2 0.0889272 6 3 0.604539 1 4 0.279783 1 1 0.686085 8 3 0.625526 2 3 0.0987532 11 2 0.206388 2 5 0.925994 2 4 0.99586 3 3 0.568885 1 3 0.275505 1 1 0.839709 7 3 0.424056 2 1 0.19092 8 3 0.462494 11 4 0.984938 0 5 0.747946 7 5 0.10678 3 5 0.134652 5 1 0.226588 0 5 0.398812 2 1 0.23638 0 3 0.964111 9 2 0.958935 0 3 0.545507 2 4 0.760568 9 2 0.449198 2 5 0.437118 8 2 0.885689 15 4 0.143026 STREAMCOST 2.00302 8.60103 4.92626 7.02466 2.95709 1.98374 4.79517 1.79428 6.67618 9.69816 4.40644 2.74868 1.19263 1.7371 9.80853 3.42446 HEUR 2 13 20 55.6708 13 21 61.9973 13 40 65.2067 13 41 128.754 13 42 81.7878 13 43 207.259 13 44 123.704 13 45 136.726 13 46 93.1713 13 47 81.3423 13 30 58.816 13 31 64.2558 13 32 66.1766 13 33 58.8204 # ARGUMENTS VAR RATIO 5 TREE 14 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 6 10 8 7 9 4 1 2 VALUE 4 2 0.957604 3 3 0.319426 5 2 0.5392 8 2 0.681425 12 3 0.342255 3 3 0.966327 0 1 0.673152 3 2 0.294507 14 2 0.374245 15 4 0.226585 12 5 0.870499 1 1 0.173004 4 4 0.474906 14 4 0.534313 4 1 0.701151 1 4 0.265079 2 4 0.322063 2 5 0.982811 1 1 0.746564 0 1 0.915251 11 5 0.742511 1 3 0.696754 15 4 0.452137 15 1 0.65458 5 1 0.714812 13 2 0.362507 0 1 0.315919 15 5 0.680174 4 4 0.461796 10 4 0.327121 15 4 0.175403 2 2 0.452344 2 2 0.208681 7 5 0.713623 3 1 0.110053 14 3 0.108348 7 4 0.73449 12 4 0.332553 9 4 0.150173 12 3 0.60234 1 3 0.153026 14 3 0.0898974 6 3 0.733662 9 1 0.294694 4 4 0.165294 14 3 0.56793 9 4 0.638608 STREAMCOST 2.88533 2.92623 7.93045 4.7582 3.11418 5.20133 7.46398 1.74762 4.48197 6.13246 1.52732 3.05666 1.62067 1.32157 8.3003 9.68076 HEUR 2 14 20 65.9834 14 21 86.8852 14 40 90.1186 14 41 115.096 14 42 92.5855 14 43 221.311 14 44 127.58 14 45 126.31 14 46 92.2018 14 47 85.5021 14 30 71.5323 14 31 89.3073 14 32 92.9357 14 33 73.4332 # ARGUMENTS VAR RATIO 5 TREE 15 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 9 9 2 6 1 2 4 9 VALUE 4 5 0.53 0 2 0.822298 4 4 0.111741 3 2 0.872429 14 1 0.264147 8 4 0.550883 13 5 0.807079 6 2 0.833544 2 4 0.0467064 12 1 0.116599 3 2 0.998543 13 2 0.259154 12 1 0.473474 15 3 0.273671 15 2 0.109447 7 3 0.346195 2 2 0.538349 11 2 0.350515 8 3 0.665628 13 2 0.857222 9 3 0.642725 13 3 0.694774 6 2 0.39042 2 3 0.843663 1 4 0.0568312 11 1 0.588909 11 1 0.029159 7 3 0.72926 2 4 0.0307556 4 4 0.148308 7 1 0.974607 5 2 0.214717 3 4 0.684046 7 2 0.925797 12 2 0.7918 1 3 0.869349 4 5 0.0239044 3 2 0.309768 1 4 0.727523 8 3 0.910825 8 2 0.684569 9 3 0.174588 STREAMCOST 6.43126 6.95377 8.41464 5.96661 5.06684 3.95001 8.99151 5.24074 2.9836 1.5813 1.9614 6.51578 1.10809 7.97476 9.26147 9.67753 HEUR 2 15 20 48.3294 15 21 84.8168 15 40 103.123 15 41 95.5184 15 42 84.5891 15 43 170.228 15 44 133.101 15 45 95.4925 15 46 103.239 15 47 99.1537 15 30 55.2191 15 31 78.2272 15 32 104.63 15 33 55.3982 # ARGUMENTS VAR RATIO 5 TREE 16 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 4 6 1 6 4 1 2 VALUE 5 4 0.223081 2 4 0.653823 2 5 0.0703249 13 5 0.685522 9 1 0.0779923 9 4 0.563935 2 4 0.250281 5 2 0.710991 11 2 0.464264 1 2 0.308148 7 4 0.120879 6 5 0.194615 9 2 0.472019 2 2 0.821232 0 1 0.752445 3 3 0.761141 12 5 0.790449 8 1 0.452689 10 3 0.0532993 1 4 0.668884 7 5 0.467996 9 4 0.985344 11 4 0.263329 1 1 0.409153 12 2 0.816142 12 1 0.789373 9 1 0.340674 STREAMCOST 8.03644 3.08994 2.2106 2.78779 3.58826 3.44342 7.87393 9.79167 6.18432 2.93886 1.09257 4.20767 7.84381 1.1656 1.28874 6.55111 HEUR 2 16 20 8.10549 16 21 15.5981 16 40 36.6792 16 41 15.0509 16 42 19.2 16 43 22.8802 16 44 95.5628 16 45 57.8356 16 46 36.5529 16 47 30.5869 16 30 8.10886 16 31 13.5507 16 32 53.3115 16 33 8.10918 # ARGUMENTS VAR RATIO 5 TREE 17 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 2 6 9 2 9 1 9 VALUE 12 3 0.656334 1 4 0.219501 9 4 0.0390629 13 2 0.0412726 15 4 0.0600447 9 5 0.0343132 14 2 0.0511937 7 4 0.272706 8 1 0.597513 4 3 0.377854 4 1 0.297726 7 3 0.524671 6 1 0.788701 5 3 0.4046 2 2 0.150907 10 1 0.51762 11 4 0.292317 2 1 0.512492 13 4 0.567991 9 1 0.063389 8 2 0.158959 8 4 0.804911 1 2 0.444996 15 5 0.816489 12 2 0.0679787 7 5 0.763188 10 1 0.718776 13 4 0.00988806 14 2 0.133946 2 4 0.922634 13 5 0.829305 3 1 0.828193 6 2 0.437252 15 3 0.341627 7 3 0.130429 14 5 0.0106956 1 2 0.579284 12 3 0.502738 15 1 0.197444 3 1 0.957303 14 1 0.0156962 STREAMCOST 4.20513 8.16035 9.79076 7.91371 5.06251 8.84839 7.00438 9.24499 4.53781 3.46432 6.84866 3.12743 7.52638 3.79468 9.21699 7.44079 HEUR 2 17 20 16.2499 17 21 21.2885 17 40 63.7096 17 41 42.3726 17 42 40.708 17 43 93.0938 17 44 100.276 17 45 155.399 17 46 114.385 17 47 68.1633 17 30 17.032 17 31 21.3855 17 32 66.2908 17 33 17.032 # ARGUMENTS VAR RATIO 5 TREE 18 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 7 1 6 5 9 3 2 10 VALUE 13 2 0.750136 0 4 0.426891 15 3 0.256968 13 1 0.979012 10 2 0.847312 8 4 0.594323 0 2 0.111603 10 2 0.203552 10 2 0.861626 9 1 0.392383 10 3 0.699656 14 2 0.520989 12 5 0.814048 11 1 0.264718 15 3 0.4766 15 4 0.190095 3 3 0.807526 7 2 0.774353 4 4 0.301918 13 5 0.546452 8 2 0.191677 12 4 0.944988 10 3 0.533204 12 3 0.748162 0 1 0.695238 13 3 0.470202 1 5 0.0136375 7 2 0.752965 15 3 0.225601 0 1 0.113772 0 3 0.341627 7 5 0.218112 3 1 0.934605 5 5 0.0554412 0 4 0.784903 5 4 0.77086 8 3 0.269113 5 4 0.626457 12 3 0.475666 4 5 0.1356 7 4 0.671522 14 3 0.19592 4 4 0.944196 STREAMCOST 5.38404 7.18418 1.13816 6.9369 5.15794 1.31832 5.61518 9.15579 2.96457 4.76871 6.969 5.28349 6.32641 2.2207 5.51867 4.26019 HEUR 2 18 20 75.4212 18 21 96.8398 18 40 102.562 18 41 141.265 18 42 106.511 18 43 193.346 18 44 134.656 18 45 111.025 18 46 120.337 18 47 107.451 18 30 84.2467 18 31 98.9152 18 32 102.346 18 33 90.9855 # ARGUMENTS VAR RATIO 5 TREE 19 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 1 5 8 5 3 8 2 3 VALUE 5 4 0.0829996 0 4 0.117536 12 1 0.982742 15 4 0.603244 3 5 0.549027 8 3 0.0517737 3 4 0.113726 4 3 0.597456 2 5 0.532686 7 2 0.181518 11 3 0.372927 10 5 0.559364 12 4 0.608034 11 4 0.143395 10 5 0.268484 5 4 0.910755 4 4 0.709376 12 1 0.808267 11 4 0.552168 1 3 0.89352 5 2 0.172613 5 3 0.342778 0 2 0.825558 3 4 0.200303 0 2 0.0765366 6 1 0.100367 15 1 0.599444 14 1 0.740519 5 2 0.863837 13 3 0.358689 15 2 0.13566 0 4 0.0559425 14 4 0.935364 10 5 0.148044 10 4 0.938993 STREAMCOST 2.2407 5.71805 9.13697 5.0403 3.471 1.2815 6.57612 8.73194 8.23365 2.64276 1.25519 7.55479 2.5045 9.70631 5.5124 9.08484 HEUR 2 19 20 37.7375 19 21 39.9535 19 40 45.428 19 41 108.554 19 42 45.5401 19 43 165.439 19 44 80.1803 19 45 99.5214 19 46 48.2007 19 47 47.9912 19 30 38.3566 19 31 39.747 19 32 47.916 19 33 38.7342 # ARGUMENTS VAR RATIO 5 TREE 20 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 6 9 9 10 9 10 9 7 VALUE 0 4 0.691758 15 2 0.672866 8 1 0.657951 13 1 0.816554 4 4 0.718606 11 4 0.477388 13 5 0.775245 5 1 0.906534 1 1 0.751281 9 2 0.474524 4 2 0.857626 4 5 0.987114 8 5 0.178781 2 4 0.453444 7 3 0.631253 4 5 0.874197 7 2 0.49794 5 4 0.575938 10 5 0.268795 3 1 0.834912 12 4 0.480984 7 2 0.0890517 8 2 0.263629 6 2 0.764972 10 1 0.55745 0 2 0.674042 6 1 0.257975 12 3 0.71551 2 2 0.598134 5 5 0.268134 2 1 0.734301 5 3 0.0157418 12 2 0.803971 15 4 0.195854 9 5 0.664489 1 4 0.230147 6 1 0.513568 14 3 0.925754 0 5 0.708116 7 4 0.542803 12 2 0.459409 11 2 0.633953 4 2 0.557229 14 1 0.40014 10 2 0.94457 13 5 0.0479323 14 4 0.344752 1 4 0.966264 8 1 0.659317 12 2 0.295553 9 3 0.0481574 12 4 0.64608 4 3 0.165636 13 2 0.52694 2 2 0.914638 12 2 0.989797 1 4 0.117002 12 4 0.880749 13 2 0.035537 15 1 0.862411 14 4 0.515092 6 5 0.460804 9 1 0.773256 7 3 0.437076 13 3 0.385405 10 2 0.979424 6 4 0.395065 1 5 0.234165 5 2 0.371581 STREAMCOST 4.52526 4.74349 8.21235 4.8209 1.47179 6.96524 2.01297 2.70798 6.08788 7.50231 1.72734 3.28295 5.18691 9.66407 7.09399 2.19395 HEUR 2 20 20 69.7949 20 21 71.5581 20 40 76.9028 20 41 135.709 20 42 101.631 20 43 236.664 20 44 160.775 20 45 184.394 20 46 88.4455 20 47 87.208 20 30 71.8321 20 31 74.5701 20 32 76.0755 20 33 71.7953 # ARGUMENTS VAR RATIO 5 TREE 21 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 1 8 3 7 8 1 1 10 VALUE 3 4 0.0507733 2 2 0.846188 10 2 0.308114 13 3 0.174681 1 3 0.867404 1 1 0.77151 2 2 0.49593 6 5 0.967012 12 2 0.970485 9 4 0.499477 6 2 0.408718 9 4 0.875763 4 5 0.854103 15 5 0.292758 12 2 0.516669 4 1 0.0851721 4 4 0.283943 6 2 0.606658 7 1 0.544368 6 2 0.804374 12 3 0.726684 12 5 0.398324 4 5 0.614825 13 4 0.0822989 6 5 0.410354 8 5 0.614949 9 4 0.89834 3 3 0.892864 13 4 0.858889 6 4 0.832141 14 1 0.698861 4 3 0.712736 4 2 0.820084 9 1 0.732915 6 2 0.231212 9 3 0.502751 14 1 0.327742 10 5 0.420948 12 2 0.665694 STREAMCOST 9.53456 3.19701 7.17884 8.37421 7.55008 5.20841 4.52837 7.65198 1.72699 5.14582 4.50527 8.77677 1.94375 7.31948 9.59969 2.51178 HEUR 2 21 20 28.7604 21 21 71.5525 21 40 105.45 21 41 103.638 21 42 84.3463 21 43 76.8093 21 44 95.2211 21 45 135.718 21 46 99.0079 21 47 89.1483 21 30 29.0223 21 31 77.144 21 32 106.687 21 33 29.0225 # ARGUMENTS VAR RATIO 5 TREE 22 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 8 5 8 5 7 9 8 VALUE 2 5 0.338864 14 2 0.234638 11 1 0.220405 7 5 0.802211 0 1 0.561204 1 5 0.0889699 11 5 0.189111 7 1 0.128925 12 2 0.957832 6 4 0.000265782 4 5 0.767993 15 4 0.935053 6 1 0.615206 1 3 0.886402 9 2 0.702636 15 1 0.744397 14 4 0.988886 14 4 0.940287 12 3 0.0290764 8 1 0.645806 13 1 0.744932 15 3 0.327634 2 4 0.484284 3 3 0.7018 4 5 0.0456615 8 3 0.78576 1 3 0.0452101 8 4 0.688653 13 3 0.125207 10 1 0.814548 7 4 0.197559 3 4 0.500665 9 4 0.4435 0 5 0.78346 11 5 0.21873 6 1 0.843283 8 4 0.313421 1 5 0.777007 1 2 0.314074 11 2 0.829345 11 4 0.82854 5 4 0.567026 2 5 0.858453 8 1 0.4015 5 4 0.953148 6 5 0.823736 0 1 0.673016 0 1 0.966417 9 5 0.242123 2 1 0.151058 8 5 0.571795 6 3 0.181935 8 3 0.323752 STREAMCOST 5.66819 8.97849 2.06873 3.26652 1.79749 8.75879 5.72658 6.71677 4.53373 7.27501 2.09887 1.27408 2.37322 6.9158 6.60857 9.9939 HEUR 2 22 20 67.9914 22 21 81.063 22 40 89.0726 22 41 132.922 22 42 92.054 22 43 303.027 22 44 136.256 22 45 212.534 22 46 100.675 22 47 95.2674 22 30 74.4705 22 31 87.3086 22 32 88.1576 22 33 74.4705 # ARGUMENTS VAR RATIO 5 TREE 23 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 6 7 10 2 8 8 3 6 VALUE 3 3 0.686222 2 1 0.0998201 6 2 0.618052 13 3 0.426765 0 4 0.884032 15 5 8.30938e-05 4 5 0.589582 6 5 0.681557 13 4 0.0650754 9 2 0.394941 4 3 0.822466 6 4 0.667162 1 4 0.000528811 13 5 0.172184 2 2 0.421597 13 2 0.43273 13 5 0.428602 7 5 0.302428 11 4 0.119227 0 3 0.676243 2 3 0.0775341 10 5 0.920427 7 1 0.162012 13 3 0.70486 9 5 0.773613 14 4 0.292806 8 1 0.178247 2 2 0.954299 8 1 0.396746 4 3 0.48877 15 1 0.901602 14 3 0.110643 13 4 0.827716 0 2 0.189782 1 4 0.465763 12 5 0.970985 2 3 0.231251 12 5 0.468711 2 3 0.916408 6 2 0.823279 9 3 0.951588 2 2 0.96591 7 1 0.972518 14 2 0.522347 3 1 0.687946 11 5 0.247593 7 5 0.10137 12 4 0.496989 1 3 0.0532671 6 2 0.387266 STREAMCOST 9.14928 5.40112 8.1874 4.69847 4.45804 3.62872 1.83453 6.81416 2.14053 8.84766 5.80958 9.42579 5.56574 7.62664 5.53181 3.62826 HEUR 2 23 20 61.316 23 21 93.1129 23 40 131.551 23 41 144.238 23 42 92.988 23 43 236.64 23 44 160.82 23 45 157.976 23 46 104.816 23 47 102.536 23 30 64.5926 23 31 94.8655 23 32 103.246 23 33 78.6097 # ARGUMENTS VAR RATIO 5 TREE 24 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 10 3 7 1 10 4 3 10 VALUE 5 3 0.739841 12 5 0.474051 5 4 0.136545 4 2 0.559965 5 1 0.366415 10 4 0.402228 14 5 0.534115 11 2 0.274779 10 3 0.561729 8 3 0.955911 14 3 0.84278 5 2 0.562434 10 3 0.680239 5 5 0.344843 14 5 0.942426 14 4 0.95343 9 5 0.227683 1 3 0.18826 12 2 0.84422 15 3 0.0704568 12 3 0.499677 6 5 0.335995 9 2 0.861614 8 2 0.318198 6 4 0.624375 4 1 0.684342 1 3 0.41683 9 3 0.612879 15 5 0.409259 2 4 0.636885 15 5 0.916664 4 1 0.0506992 15 5 0.889048 5 4 0.491042 1 3 0.573429 12 5 0.629497 8 3 0.350762 8 3 0.431471 14 3 0.114097 11 1 0.0376787 15 3 0.288743 1 3 0.607672 4 3 0.596891 7 4 0.281178 4 2 0.857972 15 5 0.74638 4 5 0.65956 14 5 0.554986 STREAMCOST 8.17187 9.00396 2.61518 2.64545 8.06206 3.83567 9.73115 1.66663 4.26531 3.92432 1.79097 9.41465 4.0945 9.49071 6.13999 1.75191 HEUR 2 24 20 33.2234 24 21 56.7098 24 40 61.9629 24 41 88.3911 24 42 66.0322 24 43 176.148 24 44 89.9744 24 45 89.1106 24 46 78.1012 24 47 76.6833 24 30 33.8343 24 31 53.0405 24 32 64.4022 24 33 33.8343 # ARGUMENTS VAR RATIO 5 TREE 25 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 9 7 6 5 3 1 2 2 VALUE 6 1 0.117376 4 4 0.620909 7 1 0.556229 4 2 0.761255 6 5 0.113041 0 3 0.53194 9 3 0.161985 9 3 0.659345 5 2 0.699186 4 2 0.907128 13 2 0.481343 3 3 0.943247 6 3 0.997541 10 3 0.849676 8 2 0.0344498 9 4 0.458004 6 4 0.436935 12 2 0.149444 14 2 0.669612 9 3 0.502368 4 4 0.525819 9 3 0.896776 11 4 0.828346 2 5 0.903585 1 3 0.644862 15 2 0.510903 8 4 0.958092 12 5 0.666186 4 1 0.512376 0 1 0.969691 10 4 0.132421 13 4 0.577135 1 1 0.331044 12 4 0.40892 8 3 0.655146 STREAMCOST 5.0668 6.41908 4.67322 7.47149 1.20005 4.73697 4.59769 4.56887 5.75616 8.42625 1.11986 7.41297 5.1265 1.88143 1.43137 8.57939 HEUR 2 25 20 53.0339 25 21 63.4543 25 40 74.3714 25 41 126.297 25 42 79.3861 25 43 211.317 25 44 101.19 25 45 144.606 25 46 109.059 25 47 105.699 25 30 54.4998 25 31 63.3026 25 32 81.2682 25 33 63.4322 # ARGUMENTS VAR RATIO 5 TREE 26 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 4 8 6 3 8 6 8 1 VALUE 13 1 0.187921 3 2 0.750785 7 5 0.739122 9 1 0.387216 2 4 0.538826 3 2 0.00743174 12 3 0.269693 14 2 0.663801 15 1 0.913214 0 3 0.857114 7 4 0.653704 6 3 0.648619 15 3 0.141982 11 5 0.484727 9 3 0.720486 13 2 0.165595 9 5 0.750635 9 4 0.776297 14 4 0.88873 12 4 0.241479 4 3 0.682594 4 2 0.970252 2 1 0.569917 4 3 0.935902 8 4 0.854343 12 1 0.632129 5 2 0.973622 1 5 0.931895 15 2 0.0509564 3 5 0.793792 12 1 0.239615 9 1 0.91726 2 1 0.75272 13 5 0.679496 12 1 0.186609 4 3 0.682231 1 3 0.52324 11 1 0.342711 3 5 0.108195 10 4 0.227181 15 4 0.52636 14 2 0.509867 8 4 0.99047 2 4 0.664117 STREAMCOST 4.28248 5.07057 9.78153 4.44841 8.04206 6.99201 1.34915 6.18346 9.86865 3.65402 4.16865 3.01972 3.50067 8.04861 3.82355 2.99479 HEUR 2 26 20 55.4298 26 21 88.6164 26 40 96.6504 26 41 171.213 26 42 94.6824 26 43 263.161 26 44 101.175 26 45 167.379 26 46 97.8591 26 47 97.1868 26 30 57.832 26 31 91.2699 26 32 92.3662 26 33 57.832 # ARGUMENTS VAR RATIO 5 TREE 27 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 5 5 9 10 8 5 9 4 VALUE 6 2 0.979457 13 5 0.87855 3 4 0.741828 6 4 0.631973 14 2 0.858013 13 4 0.00490548 13 2 0.186756 0 2 0.0673871 5 2 0.793713 14 1 0.169812 2 5 0.0811691 3 2 0.00054344 12 3 0.162906 9 1 0.236704 11 5 0.18098 2 3 0.605844 6 3 0.513572 6 2 0.202009 11 3 0.849435 13 5 0.931482 11 1 0.476587 10 3 0.0180652 9 1 0.076037 11 1 0.206996 15 5 0.583322 8 1 0.29809 0 4 0.83693 10 5 0.458732 11 1 0.387007 4 4 0.588898 14 4 0.288153 13 4 0.606277 8 2 0.877366 15 5 0.258412 7 1 0.596214 7 2 0.872836 15 3 0.210398 9 3 0.914675 10 1 0.910971 1 1 0.990698 10 3 0.754751 13 5 0.605715 3 5 0.975596 13 2 0.599635 14 1 0.10466 1 4 0.429836 13 4 0.561028 12 3 0.931185 0 3 0.393214 13 2 0.608384 3 1 0.395524 3 5 0.347525 3 2 0.849631 9 3 0.276931 3 2 0.171264 STREAMCOST 5.82855 5.1448 2.9284 2.99159 9.74375 5.62933 1.0593 7.49037 6.30152 9.56357 1.57349 1.31875 1.38898 9.84525 7.76554 7.6547 HEUR 2 27 20 86.4916 27 21 106.674 27 40 113.829 27 41 150.602 27 42 130.572 27 43 209.881 27 44 125.902 27 45 147.711 27 46 142.104 27 47 136.7 27 30 87.2568 27 31 106.591 27 32 107.015 27 33 86.5504 # ARGUMENTS VAR RATIO 5 TREE 28 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 8 2 6 3 2 2 4 4 VALUE 12 2 0.510993 0 1 0.487262 13 5 0.955372 13 5 0.575754 3 5 0.970795 13 2 0.870024 0 4 0.94606 12 5 0.479388 4 4 0.166274 8 2 0.161616 8 3 0.308037 15 3 0.86432 13 4 0.562394 6 5 0.218529 15 3 0.332579 9 1 0.953202 12 4 0.149384 14 4 0.0992484 15 2 0.0730958 13 3 0.4759 13 1 0.14554 8 4 0.866984 12 3 0.675079 9 1 0.175604 0 5 0.656023 14 2 0.754206 15 5 0.533383 6 1 0.74297 11 4 0.627175 3 5 0.262683 2 3 0.610382 STREAMCOST 7.00035 3.85287 6.68948 7.86939 1.6843 2.40654 9.25545 9.36899 6.7115 5.48029 9.6146 8.49911 3.73013 3.06972 1.47405 1.96129 HEUR 2 28 20 60.5813 28 21 80.8263 28 40 108.846 28 41 92.8487 28 42 97.4968 28 43 164.176 28 44 154.541 28 45 99.2747 28 46 86.5039 28 47 82.9048 28 30 62.0736 28 31 81.0011 28 32 104.683 28 33 64.1591 # ARGUMENTS VAR RATIO 5 TREE 29 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 9 9 3 4 1 10 8 5 VALUE 7 2 0.542297 5 4 0.854609 13 5 0.7682 10 4 0.841473 3 1 0.720309 2 1 0.35281 6 3 0.610672 2 2 0.0251016 4 1 0.684464 15 5 0.314214 12 4 6.34971e-05 4 5 0.471445 12 4 0.956012 6 3 0.721374 10 2 0.733807 5 3 0.677046 12 2 0.437988 0 1 0.792674 10 5 0.478644 5 4 0.773619 1 1 0.663723 10 3 0.80307 12 4 0.427873 0 2 0.653437 7 1 0.919537 14 2 0.301184 15 3 0.113741 14 5 0.137872 13 5 0.947262 8 2 0.934072 13 4 0.803531 1 1 0.0690776 4 5 0.567093 8 5 0.0430071 0 3 0.359622 14 4 0.806836 11 4 0.961531 4 1 0.738127 6 5 0.553368 0 3 0.432514 8 5 0.391557 13 5 0.698669 0 3 0.174421 4 2 0.563309 8 3 0.370642 0 4 0.576994 11 4 0.00483974 10 4 0.453553 6 2 0.263194 STREAMCOST 9.65801 3.42298 9.94514 1.0288 7.0407 5.26046 9.27464 5.86247 8.18128 8.28124 9.65477 4.37186 4.43494 9.02606 1.95243 5.47511 HEUR 2 29 20 71.9657 29 21 84.7126 29 40 91.9971 29 41 144.281 29 42 92.9915 29 43 273.632 29 44 171.022 29 45 194.807 29 46 103.592 29 47 98.6829 29 30 73.3816 29 31 87.8305 29 32 122.553 29 33 71.9414 # ARGUMENTS VAR RATIO 5 TREE 30 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 7 10 4 3 7 5 2 7 VALUE 15 4 0.346662 9 5 0.927394 3 4 0.585694 0 3 0.440224 2 1 0.544136 3 3 0.974305 12 1 0.93385 8 1 0.231442 3 2 0.994194 7 2 0.0600617 3 5 0.6291 15 4 0.0247881 11 1 0.0311308 5 5 0.529367 4 5 0.555613 15 2 0.99396 0 4 0.494149 6 5 0.375994 5 4 0.515382 2 3 0.969208 6 5 0.744137 0 2 0.262793 9 2 0.316133 4 2 0.218673 3 1 0.69795 6 2 0.341707 4 4 0.373894 12 3 0.323318 14 1 0.818976 8 1 0.625498 0 2 0.784654 1 2 0.64767 5 2 0.81437 7 5 0.425622 7 3 0.845312 10 2 0.993184 0 4 0.264146 4 3 0.324922 11 4 0.313437 14 3 0.871413 13 3 0.684491 3 2 0.626348 9 1 0.63265 7 3 0.859872 2 4 0.618001 STREAMCOST 3.87929 5.44117 7.5493 2.29251 1.90934 1.2774 2.96027 9.4524 1.19085 3.31154 6.44567 1.51421 6.45448 4.48937 1.12535 4.21387 HEUR 2 30 20 73.5569 30 21 78.3767 30 40 90.4096 30 41 119.597 30 42 99.259 30 43 175.959 30 44 140.86 30 45 108.936 30 46 98.8825 30 47 96.4396 30 30 74.7927 30 31 79.5306 30 32 81.9238 30 33 78.1391 # ARGUMENTS VAR RATIO 5 TREE 31 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 1 10 4 8 7 10 7 VALUE 3 2 0.136917 3 5 0.918072 1 5 0.0753327 13 3 0.112173 1 5 0.382393 9 4 0.244681 6 1 0.0439563 11 1 0.992127 7 1 0.0625733 3 2 0.519211 15 3 0.282811 0 2 0.618585 6 3 0.82599 3 3 0.789741 4 2 0.340188 0 5 0.906951 2 5 0.242272 9 4 0.361257 6 3 0.461442 10 4 0.649949 1 5 0.234017 11 3 0.60862 1 1 0.0902367 10 1 0.12355 5 4 0.910903 12 5 0.262397 12 4 0.469254 13 5 0.437415 4 1 0.0816361 8 1 0.425104 7 4 0.303712 5 2 0.0912454 0 5 0.579463 8 4 0.52928 6 2 0.162964 11 2 0.590758 12 3 0.357788 8 2 0.15365 12 1 0.867437 7 4 0.287793 6 1 0.42008 10 3 0.448943 7 4 0.861569 0 5 0.390382 1 1 0.320659 3 3 0.0769865 10 3 0.631513 2 3 0.895906 5 5 0.0422335 3 1 0.235377 STREAMCOST 8.02231 9.46534 2.62209 2.26915 4.62611 6.89583 8.42997 8.45913 4.95134 6.84936 5.88264 6.19598 1.13767 4.95186 4.88962 9.41801 HEUR 2 31 20 54.2396 31 21 58.8654 31 40 60.9713 31 41 119.291 31 42 65.2478 31 43 257.38 31 44 137.983 31 45 178.736 31 46 80.3581 31 47 68.1846 31 30 59.5614 31 31 64.6772 31 32 65.6739 31 33 59.5611 # ARGUMENTS VAR RATIO 5 TREE 32 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 9 1 4 5 6 4 10 8 VALUE 11 4 0.816205 5 1 0.455959 14 2 0.609109 12 3 0.827059 1 1 0.345186 5 4 0.888237 7 5 0.551488 11 4 0.764563 9 1 0.0499328 8 3 0.364988 12 5 0.910908 6 1 0.973196 14 3 0.46096 6 3 0.00129833 15 1 0.162424 13 4 0.121243 2 4 0.810777 11 1 0.923901 8 3 0.1665 3 2 0.490886 0 4 0.238576 10 4 0.356366 12 1 0.695202 14 2 0.814516 7 4 0.524121 8 2 0.656702 7 2 0.984784 5 3 0.522292 6 2 0.727905 13 5 0.355527 0 5 0.290017 1 4 0.472429 7 3 0.00692847 14 3 0.277964 5 3 0.604152 15 2 0.156595 15 4 0.588232 15 1 0.461628 8 4 0.357978 8 1 0.888521 1 5 0.784235 4 3 0.461514 3 5 0.624102 15 4 0.688766 4 4 0.129818 15 3 0.710369 6 2 0.40508 STREAMCOST 8.25879 4.38534 6.73229 3.62957 8.48724 5.97594 1.92472 4.88067 2.27008 8.05385 2.04444 7.30696 4.03237 7.98769 3.05443 3.59047 HEUR 2 32 20 35.2397 32 21 41.6017 32 40 50.2093 32 41 75.816 32 42 51.0625 32 43 175.028 32 44 149.621 32 45 138.494 32 46 61.4829 32 47 60.2409 32 30 35.4556 32 31 46.1766 32 32 61.0038 32 33 35.4657 # ARGUMENTS VAR RATIO 5 TREE 33 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 7 5 7 5 10 3 2 VALUE 13 4 0.18504 9 1 0.850462 15 5 0.680451 0 3 0.817388 15 2 0.393399 15 1 0.463325 5 1 0.163635 11 5 0.964152 14 1 0.494063 2 3 0.363526 7 5 0.720877 12 2 0.207552 9 2 0.142449 6 2 0.560867 1 1 0.953472 1 1 0.914024 9 4 0.722998 5 5 0.634904 13 5 0.527551 10 2 0.524222 5 1 0.0790303 7 3 0.103223 2 1 0.295238 14 5 0.0155143 5 1 0.340814 11 4 0.07598 0 2 0.472388 1 4 0.14403 12 3 0.241245 14 2 0.768722 2 5 0.595736 12 1 0.902428 12 5 0.500127 15 1 0.166023 6 1 0.619775 11 1 0.634773 6 5 0.0889816 4 4 0.457757 6 5 0.344136 14 2 0.500724 0 5 0.468365 11 5 0.952871 STREAMCOST 2.45408 3.63255 8.60014 5.54663 3.47561 8.65264 7.91859 7.53266 8.50602 1.1388 9.11167 1.14651 9.74642 7.81288 4.86133 4.56923 HEUR 2 33 20 55.564 33 21 71.8494 33 40 95.606 33 41 102.511 33 42 78.0183 33 43 196.116 33 44 140.76 33 45 195.158 33 46 120.371 33 47 98.8788 33 30 57.9111 33 31 71.8819 33 32 92.4509 33 33 57.9111 # ARGUMENTS VAR RATIO 5 TREE 34 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 1 2 8 5 1 5 7 5 VALUE 0 1 0.936159 12 3 0.339548 4 3 0.189965 12 3 0.751207 0 4 0.648473 13 5 0.875489 9 2 0.807993 6 5 0.93514 4 4 0.836476 6 2 0.395679 2 3 0.71472 5 3 0.861469 8 2 0.385576 6 5 0.427609 1 5 0.917267 11 1 0.0111879 7 3 0.212106 3 1 0.860369 8 5 0.892898 14 5 0.262019 13 5 0.499657 9 5 0.823824 14 5 0.794812 14 3 0.69369 5 3 0.108592 9 5 0.846741 2 1 0.278412 7 4 0.0334112 10 5 0.223537 1 5 0.620743 8 5 0.0786624 12 1 0.51277 9 1 0.149674 2 2 0.0274086 STREAMCOST 1.30137 2.94633 6.90332 5.93565 8.68985 5.57198 2.79778 3.11207 8.26347 3.54966 1.67902 2.90611 6.72431 3.6806 8.47759 6.29718 HEUR 2 34 20 6.58644 34 21 6.83513 34 40 38.1182 34 41 11.1842 34 42 8.13207 34 43 16.2869 34 44 114.615 34 45 11.4514 34 46 53.0649 34 47 49.3291 34 30 6.82424 34 31 7.0473 34 32 107.625 34 33 6.87645 # ARGUMENTS VAR RATIO 5 TREE 35 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 5 5 4 7 3 3 3 1 VALUE 13 4 0.111347 8 4 0.604856 4 2 0.682175 13 4 0.994879 12 4 0.0458022 3 5 0.96808 3 5 0.303637 11 5 0.386952 2 5 0.988725 0 4 0.343371 3 4 0.147904 8 3 0.849955 6 4 0.0698801 10 2 0.426485 0 4 0.767528 4 5 0.981145 8 3 0.0844128 7 5 0.20946 8 3 0.881619 1 1 0.914397 6 5 0.832127 2 5 0.439798 9 1 0.869921 14 2 0.0804662 10 5 0.300451 13 2 0.929996 8 2 0.119761 2 2 0.298483 10 1 0.831552 10 2 0.542275 3 2 0.802035 STREAMCOST 2.57623 6.43342 7.27692 5.44267 7.59158 9.39746 4.05595 6.87801 5.77942 7.10964 5.25522 3.80493 4.78456 2.08128 2.32518 2.39426 HEUR 2 35 20 24.132 35 21 40.2753 35 40 100.057 35 41 66.8999 35 42 60.4145 35 43 174.874 35 44 115.72 35 45 164.176 35 46 69.8186 35 47 60.2286 35 30 26.3934 35 31 41.4397 35 32 99.3919 35 33 26.512 # ARGUMENTS VAR RATIO 5 TREE 36 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 8 1 7 8 10 9 2 9 VALUE 12 1 0.363215 14 1 0.488394 4 3 0.629762 12 1 0.910541 15 4 0.904318 0 3 0.591849 3 4 0.232033 7 1 0.794939 3 4 0.375343 9 3 0.497216 3 4 0.460127 1 2 0.601934 10 2 0.451769 9 3 0.694212 5 3 0.22399 0 2 0.308127 2 2 0.0226792 5 4 0.43935 8 5 0.243392 2 3 0.756395 2 1 0.341936 12 5 0.672774 3 3 0.0254169 10 1 0.957868 7 5 0.353762 4 4 0.959575 6 5 0.18701 2 2 0.990237 7 1 0.802009 3 3 0.0374821 7 1 0.873042 14 1 0.137349 11 1 0.68016 2 2 0.499297 1 2 0.207304 0 5 0.355352 11 4 0.667637 4 3 0.708695 1 4 0.230904 0 2 0.745575 2 4 0.947135 12 2 0.529343 14 2 0.771073 2 1 0.380042 14 4 0.0750587 4 4 0.336536 10 4 0.318217 10 3 0.767698 12 2 0.869081 15 4 0.554668 7 5 0.96718 7 2 0.592248 4 3 0.561898 13 5 0.735801 STREAMCOST 9.01216 4.80703 2.12329 7.96906 4.46945 9.97622 4.81567 5.77219 2.59977 7.45344 1.10021 8.55485 7.94512 9.62842 9.56055 6.6953 HEUR 2 36 20 60.8675 36 21 93.0548 36 40 96.1167 36 41 138.455 36 42 105.138 36 43 290.236 36 44 138.216 36 45 125.397 36 46 85.8721 36 47 81.8033 36 30 71.3163 36 31 94.712 36 32 95.1833 36 33 71.2944 # ARGUMENTS VAR RATIO 5 TREE 37 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 10 2 5 6 2 8 6 4 VALUE 9 5 0.684224 1 1 0.624659 11 4 0.281979 2 4 0.305844 12 3 0.627401 9 3 0.00528398 15 4 0.897067 11 1 0.406557 9 1 0.573377 14 4 0.67288 14 5 0.0512298 3 1 0.859234 1 2 0.364725 11 5 0.364289 15 4 0.332979 9 3 0.539868 2 4 0.902534 7 4 0.605923 3 3 0.365686 9 3 0.364438 0 3 0.824628 5 4 0.295083 0 1 0.806038 14 3 0.833339 0 1 0.465233 0 2 0.946079 8 4 0.936792 13 5 0.582989 12 5 0.464996 8 4 0.684463 0 1 0.679701 1 3 0.551022 14 2 0.945162 14 5 0.658644 9 2 0.975356 4 3 0.512487 5 2 0.475262 12 3 0.615048 11 3 0.629632 3 5 0.0214108 5 5 0.690752 10 3 0.514817 3 2 0.0396344 STREAMCOST 5.54212 6.37769 6.85352 9.45983 4.71341 9.68951 2.55089 8.5626 4.70927 9.32989 4.8307 6.25737 3.33436 4.6742 5.12804 9.72909 HEUR 2 37 20 93.8314 37 21 90.5905 37 40 154.75 37 41 160.427 37 42 133.686 37 43 308.01 37 44 239.721 37 45 222.945 37 46 164.683 37 47 143.12 37 30 95.6476 37 31 97.7568 37 32 150.218 37 33 95.7419 # ARGUMENTS VAR RATIO 5 TREE 38 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 4 9 9 10 10 9 8 5 VALUE 10 5 0.605961 8 2 0.160469 6 1 0.258983 13 1 0.804418 4 5 0.438434 10 3 0.688751 13 4 0.529629 9 3 0.757325 7 1 0.688842 2 3 0.443026 13 3 0.960367 7 5 0.0166339 4 2 0.549721 0 4 0.953802 15 1 0.97477 6 3 0.730365 12 3 0.728354 5 1 0.183772 12 3 0.923164 5 4 0.297224 3 1 0.241641 4 3 0.329998 11 5 0.0150904 10 1 0.0863712 7 5 0.598399 14 1 0.152381 12 4 0.217879 1 1 0.710299 1 5 0.991998 6 2 0.484517 6 2 0.478738 14 3 0.0911733 4 5 0.569507 10 2 0.115157 4 1 0.441873 6 4 0.41557 5 5 0.648315 9 3 0.902421 4 4 0.689327 15 5 0.901352 9 1 0.670152 5 4 0.0834557 10 4 0.391249 14 4 0.626615 10 1 0.458069 15 1 0.347513 8 1 0.455672 15 4 0.203473 8 4 0.967595 10 4 0.0671895 9 3 0.416656 1 4 0.0308134 0 1 0.0198535 4 4 0.328926 8 4 0.297529 8 3 0.316724 13 4 0.360119 11 5 0.119077 13 2 0.222329 12 4 0.686376 15 5 0.676939 4 3 0.806872 3 1 0.147312 15 3 0.222539 STREAMCOST 9.03535 7.10047 3.12658 3.63998 2.8961 3.85664 4.20537 1.57889 5.68573 8.49905 6.26239 7.83775 6.51035 6.8052 3.65796 8.57183 HEUR 2 38 20 50.3515 38 21 58.6752 38 40 58.3849 38 41 102.927 38 42 63.4841 38 43 293.945 38 44 121.349 38 45 246.258 38 46 95.6402 38 47 90.7282 38 30 57.01 38 31 57.4883 38 32 58.1545 38 33 57.01 # ARGUMENTS VAR RATIO 5 TREE 39 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 6 1 8 9 9 4 2 9 VALUE 9 4 0.525515 6 3 0.227929 7 4 0.632713 3 5 0.928704 13 3 0.944442 3 5 0.469789 6 5 0.825812 5 5 0.247637 10 2 0.25227 5 3 0.355926 13 4 0.0484524 4 5 0.917893 11 1 0.295973 3 3 0.852424 13 1 0.602491 7 1 0.878775 8 2 0.187597 5 4 0.706236 8 2 0.156426 7 5 0.517292 8 1 0.652557 11 4 0.678678 13 2 0.0135587 4 5 0.217597 6 4 0.477457 13 4 0.496135 13 1 0.113253 14 4 0.282415 3 2 0.0397231 12 2 0.513276 4 3 0.133491 7 4 0.745428 3 3 0.790851 13 4 0.484894 5 5 0.219227 5 2 0.0372251 1 3 0.939878 6 3 0.219131 14 2 0.886577 2 1 0.381066 13 2 0.301456 3 5 0.77526 0 3 0.976293 7 5 0.228161 5 2 0.298445 14 3 0.668836 5 3 0.950501 13 3 0.323948 STREAMCOST 3.76983 2.09569 7.21689 6.07951 1.81742 3.93821 9.55573 8.3637 8.50701 3.85283 7.47218 2.25724 7.50197 6.22244 2.02921 7.33145 HEUR 2 39 20 53.1531 39 21 83.9612 39 40 97.9956 39 41 192.356 39 42 132.181 39 43 159.29 39 44 142.02 39 45 84.2817 39 46 130.886 39 47 121.593 39 30 55.5169 39 31 94.0781 39 32 98.0764 39 33 55.5169 # ARGUMENTS VAR RATIO 5 TREE 40 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 5 7 1 2 8 8 3 2 VALUE 7 3 0.303912 2 3 0.171444 9 5 0.776775 1 4 0.500068 15 3 0.600816 13 5 0.410272 11 2 0.0275347 3 5 0.401725 7 5 0.118925 13 5 0.813626 3 3 0.174203 10 3 0.57367 10 4 0.957399 3 5 0.579048 8 4 0.630024 2 5 0.357411 7 1 0.76229 8 4 0.283757 5 4 0.0145745 14 3 0.674723 5 5 0.14499 15 3 0.0813608 2 3 0.398981 4 2 0.710174 0 1 0.568545 9 5 0.80749 2 3 0.703078 3 4 0.483482 0 1 0.582825 8 4 0.747363 14 2 0.966698 4 5 0.988761 15 2 0.506326 2 1 0.895517 1 4 0.925796 7 2 0.171639 STREAMCOST 4.67354 8.1671 2.53815 6.48631 2.19111 2.5059 5.58983 1.45983 4.0667 5.12092 5.11228 3.95885 1.43741 4.60539 3.3094 1.3347 HEUR 2 40 20 21.3331 40 21 42.5865 40 40 81.5036 40 41 41.7743 40 42 53.5923 40 43 43.7604 40 44 93.7369 40 45 59.2598 40 46 71.043 40 47 70.82 40 30 21.4563 40 31 47.4662 40 32 75.85 40 33 22.1462 # ARGUMENTS VAR RATIO 5 TREE 41 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 7 1 4 7 2 1 7 VALUE 1 5 0.603866 12 1 0.763831 10 4 0.917448 13 3 0.801978 5 1 0.283034 7 1 0.696878 5 5 0.481169 8 1 0.239171 11 1 0.314677 2 4 0.395751 6 4 0.608226 8 4 0.683729 6 3 0.393908 6 2 0.245815 7 4 0.373021 1 3 0.699382 1 5 0.741352 9 1 0.325468 2 1 0.322892 8 4 0.466536 15 4 0.281002 3 3 0.471114 13 4 0.789339 9 2 0.76827 5 5 0.721501 13 2 0.0997379 7 4 0.244398 8 2 0.370569 13 1 0.874372 12 1 0.0861196 4 3 0.525169 10 5 0.245769 STREAMCOST 6.42211 4.34107 7.22616 7.86703 3.54335 2.49295 3.48857 6.5876 2.40658 5.19097 6.9741 2.52637 9.48528 5.78154 7.13189 8.06836 HEUR 2 41 20 21.3027 41 21 43.9087 41 40 44.6065 41 41 59.5481 41 42 57.5214 41 43 80.1945 41 44 100.011 41 45 68.4938 41 46 44.2306 41 47 44.2288 41 30 21.3869 41 31 46.7608 41 32 78.6869 41 33 21.3869 # ARGUMENTS VAR RATIO 5 TREE 42 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 4 8 10 2 8 8 6 6 VALUE 2 3 0.155995 1 1 0.459249 13 2 0.601115 2 4 0.650888 0 1 0.96991 11 5 0.938553 3 1 0.181825 15 1 0.617482 4 4 0.524756 0 3 0.0230624 4 3 0.611853 6 1 0.0466657 4 5 0.366362 3 3 0.0906064 12 4 0.199674 6 3 0.983231 9 3 0.0464504 13 4 0.680308 2 3 0.0650516 0 5 0.942202 15 3 0.808397 6 2 0.0159663 1 2 0.684233 3 3 0.683264 1 4 0.495177 13 1 0.173365 14 2 0.25878 2 4 0.755361 4 3 0.520068 3 3 0.5677 2 1 0.969585 13 4 0.449754 15 2 0.894827 14 3 0.727272 14 2 0.0884925 9 1 0.520834 0 5 0.32533 13 2 0.74732 4 3 0.828738 9 2 0.965255 4 4 0.542696 4 1 0.296274 12 1 0.0745506 0 5 0.423401 12 2 0.198716 4 1 0.0140798 13 1 0.706857 11 4 0.790176 12 4 0.0740446 14 2 0.651077 1 5 0.863103 13 4 0.449451 STREAMCOST 3.97808 1.85869 1.57203 4.33736 3.79884 7.01957 3.92665 6.9933 7.56646 6.32168 6.73802 3.4725 8.98491 6.05119 5.24993 4.44634 HEUR 2 42 20 36.3667 42 21 48.6086 42 40 60.8139 42 41 118.542 42 42 68.6916 42 43 147.902 42 44 100.262 42 45 89.2047 42 46 75.0557 42 47 65.5034 42 30 37.5111 42 31 52.0842 42 32 59.9147 42 33 37.5423 # ARGUMENTS VAR RATIO 5 TREE 43 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 2 5 7 2 2 2 3 2 VALUE 5 5 0.859137 1 4 0.0450529 8 4 0.0290138 9 4 0.25061 6 1 0.802047 0 2 0.468115 0 5 0.866649 8 2 0.649722 6 3 0.316096 2 1 0.415869 13 4 0.848939 9 5 0.40377 6 5 0.954488 8 3 0.428911 10 1 0.0825001 3 5 0.197148 4 4 0.262305 5 1 0.421096 8 3 0.475596 13 4 0.162654 15 2 0.908663 13 5 0.963424 8 4 0.104019 1 1 0.937555 15 1 0.411953 STREAMCOST 5.25645 8.78515 6.48098 7.0496 3.38062 6.65907 9.29778 3.48003 9.39054 9.07073 2.2134 2.86202 8.2406 4.63965 9.25182 9.94215 HEUR 2 43 20 73.4249 43 21 87.1745 43 40 137.603 43 41 144.093 43 42 125.693 43 43 232.515 43 44 166.636 43 45 174.88 43 46 119.606 43 47 110.439 43 30 80.3688 43 31 88.487 43 32 135.686 43 33 81.0683 # ARGUMENTS VAR RATIO 5 TREE 44 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 9 5 2 1 8 7 4 2 VALUE 5 2 0.609238 4 2 0.679925 6 2 0.509902 14 4 0.208119 15 4 0.456621 12 3 0.532633 1 1 0.217899 2 5 0.733755 15 2 0.881824 8 4 0.0409857 3 3 0.636832 0 1 0.801129 7 1 0.873863 4 2 0.854384 10 4 0.862674 6 1 0.838996 9 2 0.159155 14 1 0.228603 1 3 0.202938 10 3 0.216064 12 5 0.990823 1 5 0.662829 6 2 0.515737 8 1 0.408211 11 2 0.0725078 15 5 0.233114 11 5 0.833366 10 4 0.739498 11 1 0.930103 1 5 0.191139 1 5 0.456496 15 3 0.609225 1 1 0.153734 0 5 0.657076 4 5 0.897152 14 1 0.981128 2 4 0.317353 10 2 0.381521 STREAMCOST 4.7985 3.31112 3.97897 5.94531 6.11268 8.97618 1.85756 8.09188 8.1818 1.10693 3.41791 6.92446 9.20273 8.89982 9.1157 2.69587 HEUR 2 44 20 27.2867 44 21 45.3518 44 40 68.7398 44 41 72.115 44 42 62.6256 44 43 153.491 44 44 125.182 44 45 97.184 44 46 47.5004 44 47 47.2562 44 30 28.0364 44 31 43.1605 44 32 82.9892 44 33 28.5576 # ARGUMENTS VAR RATIO 5 TREE 45 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 10 4 6 7 3 5 1 10 VALUE 7 5 0.472808 7 1 0.719677 2 2 0.115951 0 4 0.218685 13 2 0.650102 14 5 0.608524 7 5 0.618294 13 2 0.24072 15 3 0.673068 10 3 0.00514007 4 4 0.5097 8 1 0.922583 3 1 0.478552 0 2 0.256495 6 1 0.818873 15 1 0.827719 14 4 0.224896 2 4 0.788072 1 3 0.601004 15 3 0.229564 13 3 0.25003 15 3 0.233131 8 5 0.25195 6 1 0.806222 11 3 0.310074 6 5 0.136025 7 1 0.0941389 2 5 0.82624 11 4 0.121932 15 5 0.266846 1 4 0.183952 9 1 0.0558603 14 4 0.666332 6 2 0.212358 4 3 0.984037 0 4 0.919791 6 3 0.0641723 12 3 0.720903 3 5 0.32259 10 4 0.620896 11 3 0.468332 11 1 0.0741234 4 5 0.140192 15 1 0.200849 7 4 0.990779 7 5 0.590548 STREAMCOST 2.45151 9.02575 3.74422 8.10205 6.44316 9.72502 9.46274 5.74238 7.59808 7.47977 1.35478 4.43442 2.43966 1.44935 1.57809 2.03656 HEUR 2 45 20 12.4814 45 21 43.0178 45 40 54.7434 45 41 48.2218 45 42 37.1795 45 43 69.1515 45 44 93.5014 45 45 161.055 45 46 43.8482 45 47 43.14 45 30 12.8174 45 31 35.4642 45 32 48.9986 45 33 12.8234 # ARGUMENTS VAR RATIO 5 TREE 46 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 8 3 7 7 3 10 8 3 VALUE 5 5 0.937237 11 1 0.0875422 7 2 0.912722 0 3 0.229448 8 1 0.084908 12 3 0.290091 11 1 0.867081 14 2 0.917849 1 1 0.802108 10 2 0.160767 10 3 0.0359885 8 2 0.239255 0 5 0.372211 3 2 0.457266 15 5 0.395145 13 2 0.0968421 3 1 0.494025 6 1 0.45876 4 2 0.23495 9 5 0.381173 9 3 0.862584 9 1 0.413468 2 5 0.672575 8 5 0.878672 0 1 0.907716 11 1 0.769955 12 4 0.0646029 8 2 0.117218 2 4 0.195127 7 1 0.456175 8 5 0.00624628 0 4 0.789612 2 1 0.107145 10 3 0.124887 3 1 0.835852 0 1 0.577779 2 5 0.698344 14 1 0.0454226 13 1 0.513986 4 3 0.244864 0 4 0.494326 11 5 0.845256 5 2 0.407329 8 5 0.221777 11 2 0.486572 10 2 0.736692 10 5 0.578655 12 3 0.0707379 9 5 0.311097 STREAMCOST 9.50251 6.86864 6.71974 1.81856 1.78195 4.30526 3.12394 6.14954 7.27264 8.29642 3.86691 5.19925 3.31505 6.61862 7.76013 6.01901 HEUR 2 46 20 48.7889 46 21 54.9103 46 40 58.1091 46 41 136.918 46 42 66.1448 46 43 251.945 46 44 95.262 46 45 151.136 46 46 77.2642 46 47 73.7127 46 30 57.6816 46 31 58.4342 46 32 58.6977 46 33 57.6562 # ARGUMENTS VAR RATIO 5 TREE 47 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 2 9 10 10 8 9 4 4 VALUE 11 5 0.799605 14 4 0.39557 6 2 0.706031 3 2 0.634397 4 3 0.0240114 6 1 0.354438 4 4 0.640856 0 2 0.733427 2 4 0.917194 4 2 0.696896 4 3 0.954413 12 1 0.923242 11 2 0.00523796 8 5 0.759294 11 1 0.553026 8 5 0.877969 8 3 0.177612 14 3 0.905498 4 1 0.0106021 7 5 0.346844 10 5 0.942256 13 4 0.350968 4 5 0.361863 4 3 0.531955 8 2 0.25867 2 1 0.754536 5 2 0.140182 2 2 0.107752 7 1 0.968827 6 1 0.347133 8 2 0.527652 12 2 0.997075 2 5 0.596912 13 1 0.302838 9 5 0.386306 11 1 0.749372 8 4 0.648072 4 4 0.199364 3 5 0.954109 14 1 0.41695 14 1 0.783758 10 2 0.969879 14 3 0.444751 1 2 0.129466 14 4 0.754054 2 4 0.370936 14 5 0.481482 11 2 0.130022 7 5 0.528133 15 4 0.313366 8 4 0.977968 9 4 0.356733 13 5 0.0853758 1 3 0.669473 14 3 0.917056 0 2 0.209864 STREAMCOST 4.60559 3.08747 5.90655 3.43048 6.7773 9.37199 5.26267 5.87654 6.07217 7.116 6.30355 2.80198 3.82229 4.04127 7.82217 5.96492 HEUR 2 47 20 89.0943 47 21 103.746 47 40 118.99 47 41 195.934 47 42 139.441 47 43 257.235 47 44 148.498 47 45 147.494 47 46 157.798 47 47 152.526 47 30 91.6249 47 31 105.665 47 32 115.239 47 33 91.6249 # ARGUMENTS VAR RATIO 5 TREE 48 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 1 5 9 3 3 7 3 2 VALUE 12 5 0.324471 6 5 0.479568 7 4 0.54823 7 2 0.651309 1 5 0.141897 11 3 0.329287 11 4 0.460101 7 3 0.857377 5 5 0.454428 10 1 0.515013 6 3 0.132102 10 1 0.162629 1 2 0.21344 4 3 0.0149063 10 5 0.588788 5 3 0.704698 5 5 0.380572 0 3 0.142828 10 3 0.146176 0 4 0.662232 0 2 0.61363 7 1 0.0324892 12 5 0.263119 11 4 0.109417 4 1 0.651679 15 5 0.179465 14 3 0.164783 14 2 0.362178 1 3 0.692838 12 4 0.185729 14 3 0.306076 13 1 0.683448 0 3 0.370199 STREAMCOST 5.42796 9.66563 8.29051 6.21321 5.58609 9.00604 1.37256 5.6593 7.71086 7.55291 4.816 4.4451 2.34005 9.9258 8.84487 4.53372 HEUR 2 48 20 44.6584 48 21 60.248 48 40 61.322 48 41 117.32 48 42 70.2824 48 43 180.405 48 44 127.533 48 45 113.952 48 46 77.6239 48 47 75.9703 48 30 48.9413 48 31 59.9243 48 32 79.3731 48 33 48.9413 # ARGUMENTS VAR RATIO 5 TREE 49 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 4 5 3 8 10 2 9 8 VALUE 10 2 0.566885 0 3 0.73974 3 1 0.769754 13 5 0.915656 11 4 0.49878 5 3 0.012616 12 2 0.844831 6 2 0.194276 15 2 0.0589183 2 2 0.614458 4 5 0.701906 7 4 0.660898 15 3 0.606383 15 2 0.764117 6 2 0.9065 2 2 0.332849 4 1 0.0760476 14 2 0.204776 14 5 0.843643 2 4 0.800195 15 5 0.93992 9 5 0.680064 14 1 0.665757 15 2 0.753543 9 5 0.377412 14 3 0.771756 5 1 0.166607 6 5 0.00484762 8 5 0.823301 14 3 0.673521 0 1 0.627821 8 4 0.193654 5 5 0.0274592 9 1 0.909409 4 4 0.617177 0 5 0.777014 0 4 0.685106 8 1 0.323798 14 3 0.621762 14 5 0.730294 4 4 0.594305 14 3 0.138329 11 4 0.627724 2 4 0.806839 15 2 0.609804 4 4 0.907278 12 3 0.0657841 14 5 0.0653035 11 3 0.899852 STREAMCOST 1.12892 5.77262 5.8774 1.04767 1.57302 8.23885 5.96189 6.09719 4.98619 9.32722 4.84009 2.15669 1.74284 3.26485 7.96933 7.67638 HEUR 2 49 20 55.1198 49 21 76.6998 49 40 87.9137 49 41 108.788 49 42 88.9726 49 43 225.652 49 44 174.944 49 45 126.773 49 46 108.998 49 47 102.427 49 30 56.8429 49 31 76.575 49 32 84.4462 49 33 56.8429 # ARGUMENTS VAR RATIO 5 TREE 50 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 5 2 3 1 3 7 4 1 VALUE 6 1 0.996574 15 3 0.804683 12 2 0.760537 5 2 0.439305 5 1 0.351765 9 1 0.978216 15 1 0.909178 4 3 0.239044 5 3 0.8882 0 4 0.264659 6 4 0.507184 12 3 0.364419 14 1 0.571373 2 4 0.0182497 0 4 0.327057 4 1 0.865074 2 3 0.925933 11 5 0.0527413 11 4 0.732688 3 3 0.0174916 14 2 0.40642 10 4 0.27667 10 2 0.598765 14 2 0.731435 10 5 0.878056 15 4 0.935963 STREAMCOST 4.88802 2.71316 9.2609 2.40513 8.0365 9.08532 7.53175 5.09866 2.12369 3.61279 9.24678 2.97416 4.4894 7.29192 3.65437 5.68639 HEUR 2 50 20 11.3248 50 21 20.4448 50 40 129.199 50 41 19.7776 50 42 22.6367 50 43 36.6522 50 44 164.861 50 45 55.4873 50 46 127.948 50 47 113.048 50 30 11.3502 50 31 22.1969 50 32 117.927 50 33 23.4526 # ARGUMENTS VAR RATIO 5 TREE 51 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 7 4 1 6 4 10 7 6 VALUE 4 5 0.949338 8 1 0.826191 6 3 0.589994 12 3 0.837972 2 1 0.218183 10 4 0.537327 3 1 0.410248 9 1 0.160802 5 1 0.292202 2 3 0.731074 0 3 0.754638 6 4 0.0308075 9 1 0.714121 3 3 0.0184312 10 4 0.795199 10 5 0.467809 5 3 0.3079 13 4 0.891058 5 1 0.863775 10 4 0.0796029 6 4 0.877159 12 1 0.924801 7 5 0.169114 14 5 0.00684129 1 5 0.742921 1 5 0.946189 2 1 0.271413 4 5 0.678976 10 2 0.316845 6 3 0.856808 2 1 0.196409 10 1 0.414817 13 4 0.688975 13 1 0.958087 5 4 0.580581 1 1 0.291679 3 1 0.698483 4 2 0.452178 6 5 0.041655 10 1 0.16749 4 2 0.0285943 0 1 0.665965 7 1 0.804083 10 4 0.677044 14 1 0.637071 STREAMCOST 8.71032 5.8167 2.97008 3.83937 1.93911 2.0076 1.68363 7.06693 1.2159 5.50359 1.63046 5.34775 3.7209 6.4079 7.96709 5.63754 HEUR 2 51 20 26.4689 51 21 28.5862 51 40 36.4109 51 41 50.947 51 42 41.7428 51 43 146.862 51 44 81.0692 51 45 110.675 51 46 34.1875 51 47 33.7906 51 30 34.5669 51 31 34.883 51 32 36.4864 51 33 34.5982 # ARGUMENTS VAR RATIO 5 TREE 52 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 9 9 1 2 3 5 7 9 VALUE 1 4 0.620131 7 1 0.835924 15 1 0.980429 1 3 0.217382 10 4 0.764757 1 4 0.66504 6 3 0.768805 7 3 0.425926 14 2 0.681926 7 2 0.336496 13 2 0.380496 10 1 0.56237 5 3 0.415112 7 4 0.968286 10 3 0.201317 11 5 0.830983 12 3 0.39494 14 3 0.940146 12 4 0.445377 9 4 0.48066 1 4 0.487645 9 3 0.98385 3 3 0.861641 8 1 0.393562 7 4 0.0474229 7 3 0.70012 13 4 0.334816 11 5 0.568461 1 2 0.157434 13 4 0.904108 10 4 0.720204 11 3 0.315733 7 1 0.900688 6 2 0.302569 8 3 0.694493 8 3 0.338092 10 1 0.594325 13 3 0.878057 14 1 0.744067 4 5 0.531224 14 5 0.320333 2 4 0.766556 0 4 0.201784 11 4 0.524031 12 2 0.295381 STREAMCOST 8.37314 9.62602 1.67953 1.03927 6.93489 4.14768 5.03263 2.77734 1.17535 4.9383 7.97547 9.36654 8.45533 3.52221 7.863 4.85096 HEUR 2 52 20 54.5736 52 21 73.2513 52 40 112.393 52 41 119.495 52 42 103.267 52 43 247.414 52 44 169.589 52 45 127.044 52 46 132.586 52 47 130.618 52 30 56.6767 52 31 73.2548 52 32 104.513 52 33 64.6556 # ARGUMENTS VAR RATIO 5 TREE 53 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 9 7 6 9 5 1 4 8 VALUE 9 4 0.53575 7 5 0.488663 4 5 0.478379 11 2 0.598781 2 5 0.259977 4 1 0.00945728 6 3 0.371616 15 3 0.0661839 14 5 0.167346 11 3 0.496573 10 5 0.567749 9 3 0.723498 8 1 0.60758 6 1 0.917666 3 4 0.441188 14 5 0.576028 14 5 0.228929 13 3 0.141007 7 4 0.425734 10 5 0.291837 13 1 0.704916 0 2 0.485958 2 2 0.941344 11 4 0.868296 3 2 0.71108 4 2 0.708987 13 3 0.232795 6 2 0.117694 0 2 0.495885 14 4 0.766198 5 5 0.253421 6 5 0.586192 13 5 0.0500636 4 5 0.668202 11 2 0.0604197 2 2 0.808174 8 4 0.160265 9 5 0.257901 0 1 0.731555 3 1 0.887063 5 5 0.0427394 1 4 0.0826376 11 1 0.691275 1 5 0.86192 15 2 0.827488 11 4 0.709745 8 1 0.634191 4 5 0.813735 13 4 0.636607 STREAMCOST 2.90449 1.54907 6.334 7.16351 6.46667 5.29896 2.54545 7.3984 6.45825 2.90265 9.05293 7.31211 7.49802 9.0799 2.06662 7.11504 HEUR 2 53 20 82.9366 53 21 105.259 53 40 101.833 53 41 160.552 53 42 115.872 53 43 224.894 53 44 161.976 53 45 217.673 53 46 108.874 53 47 105.946 53 30 90.2832 53 31 101.486 53 32 102.864 53 33 90.2782 # ARGUMENTS VAR RATIO 5 TREE 54 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 5 2 4 1 2 10 6 3 VALUE 0 2 0.968936 3 5 0.444316 12 3 0.671484 6 1 0.343757 6 1 0.404794 3 1 0.908996 12 4 0.616723 5 5 0.95241 5 1 0.253154 0 4 0.695624 15 3 0.307873 11 1 0.662348 2 3 0.163827 15 3 0.462439 7 4 0.460757 4 2 0.739227 13 3 0.470894 11 1 0.160771 15 3 0.195556 4 4 0.965933 13 5 0.471057 10 2 0.141665 7 4 0.209383 6 3 0.204479 3 2 0.161177 11 2 0.792108 2 5 0.946975 6 4 0.0345752 11 1 0.876091 1 5 0.915565 1 2 0.882725 6 1 0.545111 12 4 0.657467 STREAMCOST 8.38401 8.94015 3.85685 6.88247 8.97329 1.37555 5.72881 6.67665 8.91733 7.39955 1.52674 5.09247 2.28139 7.04495 5.16188 8.17246 HEUR 2 54 20 15.3009 54 21 23.5913 54 40 40.6206 54 41 31.4856 54 42 26.98 54 43 169.57 54 44 70.5736 54 45 79.5335 54 46 35.8483 54 47 31.3085 54 30 15.8111 54 31 23.4611 54 32 67.1712 54 33 15.8387 # ARGUMENTS VAR RATIO 5 TREE 55 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 1 7 10 10 5 3 3 10 VALUE 8 4 0.285544 8 5 0.311654 0 2 0.108348 10 4 0.309817 0 3 0.775717 6 1 0.114364 9 1 0.818709 8 5 0.151817 15 1 0.496745 14 2 0.748303 13 5 0.396882 3 4 0.568695 0 2 0.808085 6 3 0.315589 8 2 0.779111 3 3 0.513334 14 5 0.64997 7 4 0.965667 12 4 0.350727 2 1 0.835316 5 3 0.303225 2 5 0.481726 4 2 0.241155 7 5 0.482553 12 3 0.429766 9 5 0.510616 11 5 0.0717694 13 2 0.860489 13 3 0.635693 5 4 0.268485 12 3 0.636438 5 2 0.121459 6 4 0.344958 11 2 0.584105 4 5 0.672703 2 5 0.231631 3 1 0.771134 15 5 0.872936 8 1 0.372463 15 2 0.453825 3 5 0.323705 8 1 0.0883838 3 1 0.918781 2 4 0.709697 0 5 0.274148 6 4 0.453589 14 5 0.398223 7 4 0.397887 13 4 0.030439 STREAMCOST 3.85675 8.44009 8.25364 5.30223 6.42476 3.52655 7.21714 6.3473 8.62549 1.56859 1.29543 2.50388 7.81303 5.80497 9.2323 6.24843 HEUR 2 55 20 75.891 55 21 95.4894 55 40 114.29 55 41 173.646 55 42 119.997 55 43 272.998 55 44 157.58 55 45 154.442 55 46 138.878 55 47 134.949 55 30 79.1516 55 31 103.944 55 32 113.208 55 33 82.5274 # ARGUMENTS VAR RATIO 5 TREE 56 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 10 1 4 9 7 5 2 6 VALUE 5 1 0.813366 4 2 0.958096 7 1 0.877301 9 2 0.809866 5 4 0.0900951 0 5 0.0520492 1 1 0.647545 11 3 0.845604 13 5 0.265317 10 3 0.391731 14 4 0.736358 2 4 0.701887 0 4 0.0197312 11 2 0.30388 9 2 0.745717 12 4 0.324946 15 2 0.963484 5 3 0.812602 15 1 0.509255 8 2 0.857336 14 2 0.204182 15 3 0.224952 7 2 0.137827 12 4 0.365705 9 5 0.156526 15 4 0.542571 2 5 0.744338 11 2 0.094277 12 4 0.128924 1 1 0.0295366 2 3 0.967463 7 2 0.482219 13 3 0.372157 6 3 0.731184 3 3 0.152736 6 1 0.0625212 7 1 0.038813 6 4 0.297316 10 4 0.146093 9 3 0.201437 15 4 0.737794 0 5 0.992852 5 5 0.848706 1 5 0.556037 STREAMCOST 2.35661 5.56739 1.15672 4.84064 4.91331 5.46082 4.62896 9.99486 4.00426 3.99376 1.32097 6.47248 2.99833 8.71592 4.27933 8.0306 HEUR 2 56 20 28.5993 56 21 60.3187 56 40 61.2004 56 41 114.11 56 42 79.7853 56 43 162.405 56 44 71.2908 56 45 76.505 56 46 74.5463 56 47 73.3344 56 30 28.7413 56 31 61.0108 56 32 61.3066 56 33 28.7432 # ARGUMENTS VAR RATIO 5 TREE 57 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 1 7 3 7 5 10 4 8 VALUE 9 5 0.545064 14 5 0.486759 14 3 0.522091 10 3 0.334078 1 4 0.898529 13 3 0.325696 9 2 0.214154 0 3 0.25302 7 5 0.100637 8 5 0.442256 2 3 0.874594 13 1 0.323866 15 3 0.105147 13 3 0.726825 1 1 0.019193 14 4 0.968247 0 2 0.0186505 9 1 0.887079 4 1 0.429142 0 1 0.920005 7 2 0.669587 15 4 0.56562 12 5 0.0837202 13 5 0.306885 12 3 0.664024 7 5 0.103255 8 1 0.197471 11 3 0.561955 8 5 0.277357 8 4 0.39094 11 4 0.692714 5 3 0.87416 3 5 0.659241 14 2 0.187297 5 1 0.284784 12 5 0.71014 12 1 0.641315 15 2 0.00774915 10 2 0.134568 6 3 0.127625 10 5 0.938045 9 5 0.397066 12 5 0.455482 2 4 0.36038 11 2 0.378134 STREAMCOST 2.01778 6.2331 3.00895 6.65296 3.61903 1.995 2.07265 6.95799 2.16535 6.20822 1.36131 3.79574 3.32856 4.5209 7.05472 4.71828 HEUR 2 57 20 53.1773 57 21 81.3321 57 40 83.9781 57 41 110.3 57 42 88.4605 57 43 198.693 57 44 114.198 57 45 85.2084 57 46 93.4875 57 47 89.7273 57 30 54.8476 57 31 82.06 57 32 82.1912 57 33 55.0359 # ARGUMENTS VAR RATIO 5 TREE 58 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 4 9 5 9 5 10 1 10 VALUE 9 3 0.289634 3 2 0.854852 5 2 0.815857 3 5 0.396971 12 5 0.380682 14 1 0.865618 8 2 0.779941 14 2 0.618478 10 2 0.296499 2 1 0.73501 15 2 0.152742 8 2 0.941478 9 2 0.553886 15 1 0.187384 2 1 0.727563 14 1 0.468097 5 2 0.0142635 11 3 0.601432 3 5 0.505571 6 2 0.509378 5 2 0.424733 4 3 0.663471 9 5 0.54226 3 5 0.340224 4 5 0.0827616 7 4 0.398312 3 3 0.824231 6 2 0.625045 10 3 0.908373 2 4 0.153483 15 5 0.971513 10 3 0.10134 15 5 0.267437 11 3 0.618844 0 5 0.748841 11 5 0.323555 0 2 0.321399 6 1 0.425961 12 2 0.592818 9 3 0.666031 14 4 0.581553 0 4 0.93472 9 2 0.683727 14 3 0.845262 3 4 0.284325 4 2 0.644952 13 5 0.509865 13 1 0.975213 10 2 0.0646341 7 5 0.763145 9 2 0.757805 12 5 0.969205 0 4 0.053322 STREAMCOST 9.32012 7.40089 1.65277 5.93242 3.50127 6.95171 2.59834 4.06482 7.26406 4.6183 4.93476 6.48851 2.24527 9.71043 2.79387 1.75187 HEUR 2 58 20 24.2897 58 21 45.7363 58 40 59.4566 58 41 83.2917 58 42 53.8978 58 43 189.629 58 44 121.42 58 45 111.625 58 46 87.7725 58 47 83.4246 58 30 25.9474 58 31 42.0783 58 32 65.237 58 33 25.9482 # ARGUMENTS VAR RATIO 5 TREE 59 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 10 9 2 7 9 10 1 4 VALUE 9 4 0.28194 15 2 0.199832 9 3 0.219823 13 4 0.0535201 10 4 0.410974 9 3 0.914178 7 3 0.233922 2 1 0.105883 1 4 0.47299 14 1 0.598642 4 4 0.838212 6 2 0.265605 1 3 0.769427 0 2 0.293045 14 2 0.80804 5 2 0.342466 7 5 0.222734 14 3 0.808638 10 4 0.961767 2 3 0.41771 7 5 0.640228 6 5 0.238504 8 3 0.535451 13 3 0.66025 2 3 0.935379 7 4 0.171784 15 4 0.453195 11 2 0.719196 9 5 0.671899 9 4 0.457735 4 4 0.294111 15 2 0.43113 4 4 0.699518 15 5 0.148085 5 4 0.700361 6 4 0.82308 0 2 0.741116 5 1 0.618232 12 4 0.283027 13 3 0.439585 14 5 0.541773 12 5 0.167439 6 1 0.593848 5 5 0.494985 2 4 0.809618 4 1 0.877575 10 4 0.514081 3 4 0.465032 0 4 0.911511 7 4 0.93401 15 2 0.226764 8 4 0.577798 STREAMCOST 4.22691 7.29789 3.36227 4.46525 4.53528 7.5316 7.81361 9.74679 4.4972 2.66661 9.24015 5.94944 6.67751 2.59876 9.93819 2.0494 HEUR 2 59 20 55.9597 59 21 90.5855 59 40 89.0737 59 41 166.926 59 42 99.6406 59 43 301.965 59 44 148.125 59 45 160.527 59 46 130.739 59 47 125.252 59 30 56.4779 59 31 77.9862 59 32 99.2422 59 33 56.4816 # ARGUMENTS VAR RATIO 5 TREE 60 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 4 8 2 8 4 7 7 8 VALUE 9 4 0.398254 8 2 0.931023 0 4 0.170366 14 1 0.862945 11 1 0.874442 8 2 0.974829 15 3 0.13154 7 3 0.913331 4 1 0.220585 0 3 0.331385 10 5 0.635677 8 1 0.413665 9 1 0.839191 8 2 0.0577335 15 5 0.547191 3 5 0.735357 5 2 0.517228 0 5 0.205371 3 4 0.976053 6 1 0.502253 0 5 0.194017 9 1 0.511387 7 4 0.651937 12 4 0.444606 4 3 0.763919 15 5 0.859564 8 5 0.430868 11 3 0.400986 12 5 0.324338 8 1 0.32333 9 4 0.639836 0 4 0.314308 14 5 0.83809 14 5 0.537113 8 1 0.0293715 6 1 0.374907 7 1 0.682109 11 4 0.504637 11 5 0.989413 15 2 0.665404 8 5 0.920917 10 2 0.80736 7 3 0.447788 2 2 0.242791 14 2 0.516033 10 4 0.165936 13 4 0.0034176 1 3 0.627335 STREAMCOST 5.39326 8.98775 3.46243 7.18638 3.49739 7.87451 8.22577 8.61092 4.99152 5.42029 3.93025 1.17948 6.58516 9.40334 6.43415 7.97436 HEUR 2 60 20 93.112 60 21 104.555 60 40 114.757 60 41 170.178 60 42 116.822 60 43 266.738 60 44 153.734 60 45 199.642 60 46 149.808 60 47 148.686 60 30 98.8804 60 31 107.144 60 32 108.264 60 33 100.392 # ARGUMENTS VAR RATIO 5 TREE 61 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 9 9 2 1 9 6 5 5 VALUE 15 3 0.00354555 3 5 0.685849 10 5 0.304298 7 2 0.933197 2 2 0.487002 14 5 0.053106 7 3 0.474998 8 5 0.428925 10 4 0.0818288 4 1 0.955541 11 1 0.711822 12 1 0.824744 7 5 0.367395 5 3 0.162533 11 4 0.191987 1 3 0.721612 4 4 0.139491 3 5 0.0355183 9 5 0.910282 9 3 0.678962 0 3 0.126563 15 2 0.291488 7 1 0.425973 9 3 0.30859 12 4 0.922199 12 4 0.713243 4 2 0.193074 11 2 0.473711 11 2 0.454452 12 1 0.867795 10 2 0.0103453 14 4 0.168976 4 4 0.268267 11 3 0.648964 5 2 0.372912 15 1 0.827417 0 5 0.187427 13 1 0.345683 5 3 0.968348 2 1 0.905742 10 5 0.572799 14 4 0.99393 7 2 0.478263 9 2 0.948929 2 1 0.830725 12 4 0.21684 STREAMCOST 4.08468 8.99846 8.39773 1.40907 8.14462 6.50264 5.27419 8.68949 4.90876 8.26801 2.08282 7.60808 9.8076 3.09962 6.81413 5.0088 HEUR 2 61 20 60.4639 61 21 89.6013 61 40 104.748 61 41 185.775 61 42 125.384 61 43 224.121 61 44 132.892 61 45 134.32 61 46 139.564 61 47 133.325 61 30 64.2787 61 31 90.2409 61 32 114.159 61 33 64.4176 # ARGUMENTS VAR RATIO 5 TREE 62 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 1 6 5 5 9 5 5 8 VALUE 10 5 0.290943 4 3 0.537956 3 2 0.240276 0 5 0.0270683 10 5 0.0178572 9 5 0.167467 11 1 0.721942 13 3 0.693636 3 3 0.962103 8 2 0.385184 0 1 0.883847 11 5 0.479686 15 1 0.611175 4 5 0.83276 6 1 0.156916 4 3 0.546836 6 1 0.293904 2 1 0.754715 7 4 0.910066 6 1 0.915871 6 2 0.130866 4 1 0.977724 14 1 0.619276 5 2 0.430903 11 4 0.188982 1 2 0.794475 4 1 0.51763 7 2 0.0890774 3 1 0.806241 4 4 0.674158 13 2 0.363862 7 2 0.56195 14 3 0.774003 12 3 0.627411 14 4 0.679733 8 1 0.541617 12 1 0.664059 15 2 0.361227 8 4 0.195548 0 1 0.232241 12 2 0.542029 15 5 0.17919 2 2 0.279312 11 3 0.44389 STREAMCOST 5.67405 4.84108 1.3529 4.00646 7.59035 1.4495 3.42188 2.46978 9.17466 3.25286 8.91352 2.96432 4.1216 4.57932 4.12429 9.40861 HEUR 2 62 20 80.2121 62 21 96.0872 62 40 105.938 62 41 128.163 62 42 111.438 62 43 177.375 62 44 136.502 62 45 130.638 62 46 107.597 62 47 106.262 62 30 87.9742 62 31 99.5356 62 32 99.9737 62 33 88.7724 # ARGUMENTS VAR RATIO 5 TREE 63 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 6 5 4 1 1 1 6 9 VALUE 2 4 0.50001 12 2 0.744338 8 4 0.548266 14 2 0.181882 1 1 0.45187 7 4 0.89619 10 3 0.862141 14 3 0.274816 9 5 0.00527215 0 5 0.702135 9 5 0.945229 12 5 0.520876 10 5 0.890351 0 1 0.529933 12 5 0.0234105 5 5 0.227716 10 1 0.742149 3 5 0.966305 6 1 0.314644 0 3 0.79451 4 4 0.541437 2 2 0.287072 3 4 0.699596 1 2 0.997102 7 5 0.602409 14 1 0.40587 6 5 0.261867 12 3 0.790983 14 2 0.18108 15 5 0.693274 10 4 0.558112 12 5 0.0345217 10 4 0.604682 STREAMCOST 6.774 4.64679 5.16591 5.84108 9.77374 9.70995 9.45732 1.49257 3.35174 9.21195 1.0847 8.62374 8.97468 9.57701 8.74242 1.02322 HEUR 2 63 20 9.59823 63 21 24.7678 63 40 43.0408 63 41 25.6929 63 42 27.0564 63 43 43.1582 63 44 179.214 63 45 165.025 63 46 41.4239 63 47 38.152 63 30 9.63646 63 31 18.8488 63 32 146.093 63 33 30.2631 # ARGUMENTS VAR RATIO 5 TREE 64 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 4 8 6 6 6 9 5 4 VALUE 7 4 0.311651 13 2 0.717453 4 5 0.530772 13 2 0.522641 11 5 0.548092 9 3 0.126365 2 5 0.0292772 15 2 0.960781 0 5 0.634674 10 2 0.303758 6 5 0.619501 10 1 0.898668 0 1 0.37679 10 2 0.179574 6 5 0.865994 1 2 0.456775 9 1 0.226901 7 2 0.0766831 2 1 0.888599 10 4 0.984113 6 5 0.017988 6 2 0.557251 4 5 0.423342 14 2 0.199698 9 2 0.575178 12 4 0.877856 3 2 0.130945 9 2 0.864038 15 5 0.956959 2 4 0.521449 12 3 0.0869469 5 5 0.779894 8 4 0.0989444 5 5 0.13973 8 4 0.695071 0 2 0.550649 15 2 0.250118 6 2 0.700809 1 1 0.612177 8 3 0.228701 7 1 0.844238 1 3 0.0805314 13 4 0.0648596 10 5 0.181283 5 4 0.432016 6 2 0.210687 10 4 0.0782641 15 1 0.843116 STREAMCOST 3.57007 9.69395 1.41042 9.97096 9.64736 5.77998 1.14548 2.18439 6.43152 9.77751 7.05976 8.52445 9.4754 3.14455 7.39039 9.76557 HEUR 2 64 20 68.0045 64 21 72.8508 64 40 76.1965 64 41 157.205 64 42 79.333 64 43 296.627 64 44 127.887 64 45 209.078 64 46 79.9117 64 47 79.8984 64 30 69.0798 64 31 71.4493 64 32 73.2314 64 33 69.0798 # ARGUMENTS VAR RATIO 5 TREE 65 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 9 1 7 3 4 2 5 VALUE 4 3 0.16295 10 4 0.117384 12 5 0.514552 7 2 0.76989 3 1 0.505715 10 1 0.863926 8 2 0.482 2 4 0.175345 11 2 0.165141 9 1 0.613011 14 4 0.220272 6 1 0.683996 12 4 0.107426 14 3 0.91196 1 3 0.532573 7 3 0.672127 2 2 0.985041 8 4 0.00844416 10 1 0.550271 13 1 0.177233 1 5 0.349809 9 1 0.708995 8 4 0.806872 14 2 0.0742587 14 2 0.303963 5 3 0.879841 3 2 0.410656 10 1 0.0589861 13 4 0.331785 3 5 0.453881 10 2 0.0625167 4 3 0.0732363 11 5 0.676397 1 1 0.777622 STREAMCOST 7.48191 9.84408 8.96259 8.50572 1.27649 9.95404 8.30594 1.64151 1.9712 1.94692 9.57401 6.41876 6.37805 7.96514 5.77855 3.06263 HEUR 2 65 20 82.4322 65 21 95.7336 65 40 96.6082 65 41 173.629 65 42 99.1614 65 43 245.921 65 44 145.124 65 45 155.906 65 46 95.0186 65 47 94.9813 65 30 84.5483 65 31 96.1733 65 32 96.4049 65 33 84.5483 # ARGUMENTS VAR RATIO 5 TREE 66 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 2 2 2 3 4 3 7 4 VALUE 3 5 0.25121 14 4 0.949868 8 1 0.514803 0 3 0.679451 1 1 0.829095 8 2 0.319245 0 1 0.678006 3 5 0.27791 8 2 0.539105 14 4 0.891159 10 1 0.353419 0 1 0.541826 2 4 0.879319 3 1 0.496669 5 4 0.115501 4 1 0.0507242 1 3 0.086927 1 1 0.0277716 12 2 0.0492126 7 3 0.325545 15 2 0.216512 6 2 0.443795 0 4 0.304045 10 1 0.482685 2 2 0.414217 5 5 0.993393 0 4 0.95704 STREAMCOST 6.32208 2.13684 3.66033 1.70153 6.04709 2.49475 4.40522 9.59291 4.8834 3.41255 7.44108 1.90487 7.1884 9.16999 2.18661 5.98037 HEUR 2 66 20 32.2536 66 21 36.6406 66 40 49.9798 66 41 76.4378 66 42 48.5722 66 43 90.0829 66 44 56.2982 66 45 37.6876 66 46 53.8203 66 47 47.9093 66 30 33.405 66 31 37.5774 66 32 48.3097 66 33 33.9278 # ARGUMENTS VAR RATIO 5 TREE 67 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 6 8 9 10 7 7 4 9 VALUE 0 4 0.386278 2 2 0.756135 14 5 0.722818 13 1 0.514893 13 1 0.591869 7 2 0.149537 5 3 0.187838 9 2 0.997027 4 4 0.0111141 4 3 0.209449 6 5 0.0431888 11 5 0.474024 6 4 0.529658 10 2 0.186491 4 3 0.551978 7 4 0.268924 15 2 0.601925 0 3 0.802642 5 5 0.814163 14 2 0.0969123 8 2 0.963082 14 1 0.0424082 11 4 0.73324 9 1 0.0921478 15 5 0.370544 7 4 0.382819 4 2 0.249045 12 2 0.945124 2 3 0.975115 4 1 0.691862 14 5 0.354204 5 5 0.530778 6 5 0.468451 7 3 0.043933 14 2 0.642296 14 2 0.987991 10 1 0.429182 6 2 0.525413 2 3 0.453552 12 5 0.174467 10 2 0.997165 0 3 0.0997896 3 5 0.0284437 11 4 0.986018 4 5 0.76999 5 1 0.217531 7 3 0.0124135 12 1 0.695086 2 2 0.237644 10 4 0.0317213 2 2 0.358794 3 5 0.116743 12 2 0.147239 4 2 0.128141 7 1 0.94974 3 3 0.935289 5 2 0.0982786 4 2 0.621062 0 1 0.669944 14 2 0.391022 STREAMCOST 8.1448 8.55662 3.97551 4.23709 1.24266 8.7003 9.68552 4.02885 9.53136 8.62221 8.89083 1.89842 7.31392 1.06662 2.57164 7.99103 HEUR 2 67 20 39.2182 67 21 36.995 67 40 43.5702 67 41 108.51 67 42 56.1553 67 43 246.871 67 44 92.0515 67 45 154.734 67 46 41.5792 67 47 41.5614 67 30 43.2968 67 31 43.376 67 32 43.5582 67 33 43.2952 # ARGUMENTS VAR RATIO 5 TREE 68 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 5 1 8 6 2 2 6 VALUE 9 1 0.296388 5 5 0.322666 1 2 0.7001 8 5 0.676323 13 5 0.799959 6 5 0.275156 8 4 0.507233 10 5 0.28942 12 5 0.590556 10 1 0.197932 2 2 0.0317532 9 2 0.418911 8 5 0.691916 13 2 0.943033 1 5 0.985635 2 4 0.230145 8 3 0.158263 7 4 0.515272 8 2 0.805803 8 4 0.878671 0 2 0.513185 7 4 0.382611 10 4 0.48631 12 5 0.297162 5 3 0.366412 8 1 0.735873 5 4 0.170315 11 5 0.290426 9 1 0.45536 7 4 0.27942 15 3 0.636721 10 1 0.0415296 2 2 0.645336 STREAMCOST 2.1505 1.04219 1.0313 1.6503 2.58696 6.11462 4.15688 7.02448 8.78738 8.627 6.3862 3.29465 1.14531 7.62752 4.16875 9.97476 HEUR 2 68 20 36.5317 68 21 42.0978 68 40 53.069 68 41 73.9908 68 42 47.5934 68 43 145.808 68 44 112.362 68 45 125.019 68 46 91.6746 68 47 87.9353 68 30 36.8718 68 31 40.0836 68 32 98.1472 68 33 37.2111 # ARGUMENTS VAR RATIO 5 TREE 69 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 5 9 6 4 2 8 9 VALUE 8 1 0.253589 4 1 0.664281 0 2 0.673292 10 4 0.0937888 11 1 0.787874 1 1 0.196228 5 5 0.741023 10 2 0.100986 7 5 0.181086 9 2 0.808817 7 4 0.529631 7 2 0.47473 4 1 0.678153 8 2 0.377123 10 1 0.432332 9 2 0.0305734 5 4 0.513222 7 5 0.335152 8 4 0.680436 2 2 0.237556 1 4 0.707226 2 3 0.476072 7 3 0.331953 2 1 0.0368765 7 1 0.805793 7 1 0.726648 7 3 0.190918 15 1 0.642136 0 1 0.152456 7 2 0.591801 1 3 0.927189 3 3 0.0626592 15 2 0.897309 3 2 0.778877 6 4 0.651574 9 5 0.500373 7 2 0.532802 7 1 0.88331 8 2 0.126785 7 5 0.669438 15 4 0.301446 10 4 0.373393 4 1 0.978176 11 2 0.871816 10 5 0.433074 8 3 0.259483 STREAMCOST 6.22917 8.06666 6.32423 5.8455 1.52365 1.76173 4.78756 3.61957 7.25238 7.48325 1.19532 8.10638 7.24812 3.80221 3.33536 5.08849 HEUR 2 69 20 42.8227 69 21 43.0858 69 40 48.0753 69 41 88.0387 69 42 48.234 69 43 170.96 69 44 80.7322 69 45 80.0536 69 46 54.015 69 47 48.1464 69 30 41.45 69 31 44.4714 69 32 48.3879 69 33 42.0949 # ARGUMENTS VAR RATIO 5 TREE 70 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 10 7 9 1 6 2 10 2 VALUE 5 5 0.148008 0 5 0.341603 6 2 0.493521 2 3 0.219807 5 2 0.262285 2 3 0.531499 4 1 0.0437046 5 4 0.661678 2 3 0.190715 10 4 0.418491 2 4 0.307065 3 5 0.115784 15 1 0.977971 15 1 0.0340721 0 1 0.787991 6 4 0.860395 5 4 0.341343 9 3 0.0267396 8 3 0.992198 3 5 0.73717 12 2 0.187041 6 1 0.227116 0 1 0.266829 5 2 0.324376 15 3 0.365808 14 3 0.588081 3 4 0.914937 2 2 0.207109 13 3 0.0521818 0 2 0.00546332 12 4 0.220534 13 2 0.950105 6 1 0.49417 0 1 0.360529 2 1 0.10897 9 3 0.770203 13 5 0.946729 4 3 0.443233 9 4 0.351116 10 5 0.604123 9 3 0.966291 8 5 0.041334 5 4 0.28623 8 4 0.96944 2 1 0.953444 0 4 0.772157 14 3 0.670218 STREAMCOST 6.7975 8.03566 9.04136 4.44911 8.75833 9.22563 9.11238 1.21158 3.71067 5.07263 2.94793 2.35891 4.37043 9.90914 3.83803 9.31764 HEUR 2 70 20 22.227 70 21 57.0792 70 40 86.3914 70 41 97.1939 70 42 105.896 70 43 121.95 70 44 107.381 70 45 131.413 70 46 126.856 70 47 124.478 70 30 22.7257 70 31 64.7645 70 32 92.9764 70 33 22.7257 # ARGUMENTS VAR RATIO 5 TREE 71 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 2 8 4 2 9 8 2 2 VALUE 14 4 0.788311 3 4 0.292528 15 2 0.845372 4 2 0.912801 5 3 0.716656 0 1 0.139414 9 5 0.136264 12 5 0.0804603 3 2 0.953597 11 4 0.671039 6 2 0.254626 1 2 0.344161 9 5 0.287561 10 5 0.836439 14 1 0.0375025 3 2 0.864882 5 4 0.627109 8 1 0.97458 3 1 0.920703 11 2 0.306267 14 3 0.29083 1 2 0.622933 2 1 0.137217 9 3 0.885826 11 2 0.768266 14 2 0.850247 11 4 0.949949 7 3 0.449385 6 1 0.564843 2 4 0.162374 6 1 0.711588 9 4 0.0968213 2 1 0.0137764 3 5 0.0683229 8 3 0.0792797 5 3 0.596528 4 5 0.975597 STREAMCOST 7.74711 3.3996 4.07874 6.52269 5.07018 3.00304 3.85377 2.32699 2.48817 5.04474 3.23945 9.74504 1.01066 9.68134 4.48084 2.10466 HEUR 2 71 20 47.1754 71 21 71.1988 71 40 85.5943 71 41 113.305 71 42 86.8388 71 43 159.304 71 44 88.9969 71 45 122.483 71 46 103.405 71 47 90.8152 71 30 48.4024 71 31 71.7489 71 32 82.5393 71 33 48.4024 # ARGUMENTS VAR RATIO 5 TREE 72 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 2 10 7 5 6 1 4 7 VALUE 6 1 0.587847 10 4 0.944905 2 5 0.0667423 15 3 0.748299 6 4 0.946676 6 3 0.287667 3 1 0.404142 7 4 0.215682 9 4 0.782104 11 4 0.061737 10 1 0.369869 14 1 0.726748 11 3 0.395416 5 4 0.310232 5 2 0.0694711 10 1 0.68842 7 3 0.701446 9 4 0.783952 3 2 0.651093 4 5 0.196007 3 4 0.129891 7 5 0.845851 0 5 0.361052 13 4 0.840564 13 4 0.436493 1 1 0.843133 1 2 0.692381 0 4 0.681473 5 5 0.377413 11 4 0.103636 4 1 0.242117 13 2 0.406638 2 4 0.047209 2 5 0.374521 14 2 0.598018 5 2 0.881165 1 5 0.173865 5 1 0.543325 6 4 0.893665 8 2 0.854283 10 1 0.894411 12 3 0.834667 STREAMCOST 1.92307 1.27427 6.56093 2.23484 6.61681 2.70108 7.27627 1.61446 7.36378 2.92967 3.66794 7.60679 3.92119 2.99181 3.47211 6.78191 HEUR 2 72 20 35.4496 72 21 59.6249 72 40 59.8988 72 41 81.7886 72 42 60.9707 72 43 141.587 72 44 104.333 72 45 70.5779 72 46 84.202 72 47 81.6661 72 30 35.3516 72 31 58.0662 72 32 68.5419 72 33 35.5199 # ARGUMENTS VAR RATIO 5 TREE 73 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 7 4 6 7 6 2 7 6 VALUE 7 2 0.214462 1 2 0.866175 9 3 0.772629 13 2 0.957062 6 3 0.5968 7 2 0.870658 14 2 0.159212 12 3 0.105837 4 3 0.87634 3 5 0.175501 1 4 0.970681 1 1 0.251229 0 2 0.532581 9 1 0.699733 5 4 0.193336 15 2 0.357313 15 1 0.947166 8 5 0.365955 10 4 0.0554314 4 4 0.0553181 10 4 0.602776 9 1 0.863079 3 2 0.507438 15 3 0.65328 1 3 0.357008 2 4 0.0548336 11 1 0.118041 9 1 0.230239 5 4 0.838763 15 4 0.523822 1 1 0.265725 0 3 0.894045 6 3 0.634639 4 1 0.619665 9 5 0.963981 10 1 0.67161 11 4 0.897967 12 4 0.0394909 10 1 0.809196 14 1 0.853925 4 4 0.500896 2 5 0.898936 8 2 0.195579 5 4 0.922574 5 3 0.789981 STREAMCOST 9.26078 7.69541 2.97113 2.31385 2.36233 8.11743 1.25044 4.90213 2.88506 8.93069 9.39073 6.14875 6.52519 9.90653 2.85656 4.76424 HEUR 2 73 20 60.9118 73 21 72.6457 73 40 78.5229 73 41 138.922 73 42 87.8922 73 43 275.152 73 44 114.566 73 45 142.515 73 46 91.6973 73 47 91.5679 73 30 60.9564 73 31 72.9948 73 32 76.8292 73 33 60.9939 # ARGUMENTS VAR RATIO 5 TREE 74 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 5 8 10 9 2 4 6 VALUE 3 4 0.810364 13 4 0.490269 10 1 0.710491 4 1 0.954545 13 4 0.476428 3 1 0.263979 2 2 0.324024 2 1 0.837952 11 4 0.0650767 11 3 0.977398 12 5 0.0294961 9 3 0.830192 12 2 0.811876 7 2 0.701481 6 5 0.862332 14 1 0.496305 2 3 0.383629 10 3 0.410907 2 1 0.0346704 1 4 0.0474604 8 5 0.748438 9 1 0.665157 1 2 0.488136 1 3 0.615679 9 5 0.664031 0 3 0.494602 2 1 0.203613 9 2 0.877015 12 4 0.707861 3 3 0.867566 15 5 0.266962 11 4 0.537694 5 5 0.483675 6 4 0.8688 15 5 0.666636 14 4 0.590378 10 1 0.019 14 5 0.501005 6 2 0.563392 7 1 0.61206 10 2 0.0868727 10 1 0.278312 3 5 0.44435 9 5 0.278128 0 4 0.226732 13 3 0.312175 10 4 0.117091 STREAMCOST 8.98278 3.66524 6.22851 7.09522 3.47123 4.04119 7.75565 7.29693 6.14013 1.4834 9.86453 1.72058 1.36248 9.43748 4.48404 9.61777 HEUR 2 74 20 75.8225 74 21 86.4749 74 40 94.5106 74 41 146.871 74 42 108.663 74 43 241.981 74 44 125.844 74 45 132.38 74 46 107.81 74 47 99.9024 74 30 81.7226 74 31 93.1097 74 32 93.5734 74 33 81.834 # ARGUMENTS VAR RATIO 5 TREE 75 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 6 8 1 8 9 4 10 4 VALUE 10 3 0.544276 7 1 0.910742 9 1 0.374128 0 5 0.526771 10 4 0.671791 8 5 0.738236 10 4 0.232125 8 2 0.34169 3 2 0.0807007 9 1 0.46669 11 1 0.998931 5 1 0.584874 3 1 0.278453 8 4 0.165829 15 3 0.777995 9 4 0.952955 15 3 0.0778483 14 2 0.675956 10 2 0.799375 15 4 0.324281 0 4 0.285193 15 1 0.817908 14 4 0.954721 7 4 0.690483 0 4 0.755611 3 5 0.293344 4 5 0.931367 9 3 0.486057 6 2 0.197921 8 5 0.0135326 5 4 0.179026 9 1 0.541801 12 2 0.503879 6 3 0.469526 12 2 0.283496 10 1 0.710981 14 3 0.94072 2 4 0.573258 10 4 0.499439 1 4 0.622127 15 5 0.531295 0 5 0.142449 7 5 0.762014 12 3 0.042538 7 4 0.486903 2 3 0.606172 6 2 0.789823 4 1 0.661596 2 2 0.340506 4 1 0.993294 STREAMCOST 7.32497 5.41468 6.2734 1.78909 3.61132 4.01377 5.81582 1.4455 8.27761 3.20696 6.22924 3.93748 1.77992 2.20308 4.96179 7.64595 HEUR 2 75 20 32.3286 75 21 63.0255 75 40 71.48 75 41 96.3333 75 42 85.2557 75 43 127.817 75 44 117.245 75 45 85.4107 75 46 111.814 75 47 109.33 75 30 32.524 75 31 63.593 75 32 71.2258 75 33 32.6205 # ARGUMENTS VAR RATIO 5 TREE 76 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 4 6 9 1 4 8 2 4 VALUE 1 5 0.96231 9 5 0.740937 13 3 0.079511 1 4 0.156927 13 1 0.165351 0 4 0.259045 5 1 0.817439 10 5 0.673456 2 4 0.832124 0 3 0.541393 15 5 0.739224 14 3 0.720242 12 2 0.494226 12 5 0.725828 10 1 0.868327 4 5 0.872962 14 3 0.456888 3 2 0.888785 14 5 0.112338 2 1 0.643892 11 5 0.522274 11 5 0.98218 15 1 0.879729 10 5 0.876515 1 3 0.540761 0 1 0.242315 10 2 0.599826 0 4 0.559737 8 1 0.257709 4 1 0.647327 3 5 0.713054 5 3 0.519458 2 4 0.125234 6 2 0.955033 4 1 0.87286 13 5 0.973741 14 2 0.100476 10 4 0.866174 STREAMCOST 7.23702 7.55607 7.54077 4.5954 1.40999 4.68248 5.79465 5.82636 7.24856 5.49178 4.81158 6.98794 9.8581 9.99535 3.99003 2.95635 HEUR 2 76 20 40.1912 76 21 50.1266 76 40 73.197 76 41 106.354 76 42 83.8138 76 43 294.438 76 44 139.864 76 45 173.243 76 46 168.996 76 47 140.469 76 30 40.3117 76 31 49.3272 76 32 127.658 76 33 40.3606 # ARGUMENTS VAR RATIO 5 TREE 77 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 10 1 7 4 8 1 2 9 VALUE 1 2 0.788002 14 2 0.75384 8 4 0.240235 7 3 0.869911 6 3 0.715192 3 5 0.755092 9 5 0.296155 11 2 0.967382 11 1 0.422596 11 1 0.317962 11 5 0.452313 15 1 0.97836 0 4 0.292475 7 1 0.60747 12 5 0.0637715 1 3 0.335746 5 5 0.151972 14 3 0.670778 7 2 0.0360613 1 5 0.513494 4 1 0.168985 3 4 0.469217 1 2 0.353245 7 2 0.673565 7 5 0.977053 5 4 0.711957 4 1 0.894755 5 4 0.346721 4 3 0.309483 1 1 0.41623 6 2 0.939765 13 2 0.514201 6 1 0.917094 3 5 0.824903 4 2 0.709704 12 1 0.511191 2 2 0.506506 14 3 0.494315 5 3 0.144814 3 2 0.823129 13 1 0.683974 0 5 0.159389 STREAMCOST 3.8751 6.71197 5.08067 1.30615 8.8086 5.17023 6.7467 4.5069 3.98703 7.41557 5.8778 5.44821 2.01091 4.80613 8.34871 5.15946 HEUR 2 77 20 15.5778 77 21 61.7374 77 40 81.1658 77 41 57.0883 77 42 61.2462 77 43 58.7078 77 44 131.203 77 45 100.373 77 46 103.386 77 47 101.409 77 30 15.6844 77 31 56.8734 77 32 81.605 77 33 15.6844 # ARGUMENTS VAR RATIO 5 TREE 78 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 1 9 7 6 8 6 9 4 VALUE 15 4 0.44402 15 5 0.566357 3 4 0.0502779 9 3 0.435572 10 5 0.920979 12 4 0.676528 3 3 0.518033 13 4 0.907188 4 3 0.873503 14 5 0.656174 8 2 0.224192 11 5 0.466471 6 5 0.150679 0 2 0.871018 5 5 0.898753 14 1 0.928271 3 4 0.804318 8 3 0.904975 9 3 0.964233 11 3 0.589 0 1 0.0850742 8 1 0.281226 15 4 0.686391 0 1 0.740965 0 2 0.296413 13 2 0.637346 5 5 0.867158 10 4 0.13181 4 1 0.067235 13 4 0.595599 10 3 0.585188 8 4 0.326777 7 1 0.896737 11 2 0.160615 8 2 0.13318 8 3 0.56043 14 2 0.508948 12 4 0.648321 11 4 0.542997 14 4 0.721186 1 4 0.480391 13 5 0.406869 6 2 0.707956 9 2 0.890606 5 3 0.912578 9 5 0.0354457 7 3 0.101989 13 5 0.521457 8 5 0.633635 2 5 0.20272 STREAMCOST 5.72387 6.5876 6.52249 8.30252 5.98329 2.84764 9.19263 6.9849 4.08825 6.56851 1.12205 8.69707 4.45287 6.23842 5.17179 2.70395 HEUR 2 78 20 67.9039 78 21 75.2468 78 40 77.9227 78 41 164.871 78 42 107.396 78 43 251.92 78 44 173.281 78 45 105.31 78 46 111.934 78 47 110.209 78 30 73.7711 78 31 81.0155 78 32 125.248 78 33 73.8622 # ARGUMENTS VAR RATIO 5 TREE 79 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 6 4 5 5 6 9 2 5 VALUE 13 5 0.321364 2 4 0.608436 13 1 0.0148023 0 2 0.0801367 11 5 0.821113 4 4 0.905093 7 3 0.560575 15 3 0.0240727 4 5 0.18809 4 2 0.664104 4 5 0.202809 15 3 0.569584 8 2 0.00845288 0 5 0.829921 13 4 0.790025 1 4 0.610552 15 4 0.984223 2 1 0.210899 8 5 0.755852 13 2 0.212026 11 5 0.195352 11 5 0.607486 7 1 0.634581 4 2 0.380118 10 5 0.383883 13 2 0.553735 2 1 0.441981 10 5 0.650561 12 3 0.322215 15 1 0.284062 11 3 0.644279 9 3 0.769807 0 2 0.575176 14 2 0.678685 13 1 0.798525 6 4 0.758986 14 2 0.564098 5 4 0.488104 0 2 0.804982 5 4 0.0911753 15 4 0.473963 14 4 0.627857 STREAMCOST 7.11985 1.54806 7.01543 6.54015 1.47704 8.20934 6.47878 8.92871 4.00362 9.59391 9.43142 8.59279 1.07963 1.68197 9.34925 1.52962 HEUR 2 79 20 58.1078 79 21 76.4804 79 40 83.4026 79 41 99.0602 79 42 74.4316 79 43 272.411 79 44 138.945 79 45 196.616 79 46 88.2023 79 47 85.0989 79 30 61.3424 79 31 81.2985 79 32 81.8644 79 33 61.3893 # ARGUMENTS VAR RATIO 5 TREE 80 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 6 7 7 6 3 2 7 8 VALUE 14 5 0.68515 11 2 0.954353 5 4 0.267299 13 1 0.304686 15 4 0.0804397 5 2 0.792756 8 4 0.845802 3 2 0.861892 12 3 0.372937 12 5 0.86287 0 5 0.668069 11 2 0.537685 5 1 0.41771 11 3 0.595858 15 1 0.732148 1 5 0.211931 9 3 0.514881 1 3 0.299408 13 1 0.621445 10 3 0.531153 1 4 0.475867 11 2 0.551963 8 1 0.10244 10 1 0.637846 15 1 0.974294 5 1 0.513651 13 2 0.0914569 11 4 0.433839 9 1 0.17185 0 4 0.778021 4 4 0.882656 13 3 0.0522848 14 2 0.0290574 11 4 0.281415 10 3 0.951951 5 4 0.0948088 15 2 0.267188 10 5 0.741683 15 2 0.654233 6 3 0.774509 14 2 0.915773 14 1 0.406076 9 1 0.015691 14 2 0.324899 11 4 0.143701 2 4 0.598439 STREAMCOST 4.5275 9.86508 6.30985 4.51319 9.12595 2.78412 5.02456 9.66345 9.10087 6.60537 5.99938 8.28206 8.64485 9.78873 5.19484 7.97967 HEUR 2 80 20 68.1736 80 21 117.112 80 40 124.534 80 41 161.015 80 42 129.219 80 43 221.48 80 44 208.943 80 45 250.074 80 46 154.46 80 47 148.55 80 30 72.1217 80 31 127.283 80 32 128.663 80 33 72.1262 # ARGUMENTS VAR RATIO 5 TREE 81 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 4 5 4 9 10 7 10 10 VALUE 13 1 0.0594881 0 2 0.48211 8 1 0.0895442 14 4 0.218725 6 4 0.442695 0 4 0.205819 9 5 0.245369 8 3 0.457235 2 1 0.448929 12 3 0.817004 11 2 0.954219 14 4 0.495741 6 5 0.893942 12 2 0.675863 15 3 0.71013 3 5 0.0329135 15 5 0.72671 0 2 0.953866 4 3 0.102572 8 1 0.757115 3 1 0.579489 15 2 0.077131 5 2 0.0811533 1 4 0.465113 4 5 0.517711 5 2 0.0380234 5 1 0.342874 9 1 0.0609572 13 4 0.276847 14 3 0.157717 15 3 0.979818 14 2 0.376604 11 1 0.740548 11 1 0.271135 4 2 0.854122 6 4 0.0681448 0 3 0.73211 1 1 0.91257 2 5 0.731133 3 3 0.433252 0 2 0.254009 12 3 0.748254 2 1 0.267984 5 2 0.0257215 7 4 0.735338 14 5 0.657075 3 2 0.9963 5 4 0.131838 8 3 0.404257 4 1 0.911582 10 1 0.106554 4 5 0.703431 9 3 0.944381 0 1 0.715542 13 5 0.245049 5 2 0.390555 1 3 0.262238 11 1 0.400447 3 4 0.128035 STREAMCOST 7.0562 2.94048 9.05999 6.9672 6.3826 6.18585 8.97655 6.42251 2.19342 7.87435 9.55834 1.41744 8.34155 5.06999 3.52788 9.3222 HEUR 2 81 20 76.8248 81 21 99.9306 81 40 99.2541 81 41 138.325 81 42 108.652 81 43 271.499 81 44 168.039 81 45 156.141 81 46 126.54 81 47 111.298 81 30 81.5965 81 31 98.3368 81 32 98.4772 81 33 81.5965 # ARGUMENTS VAR RATIO 5 TREE 82 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 1 7 4 7 8 8 8 VALUE 7 4 0.959134 15 5 0.0540294 13 3 0.203845 11 1 0.636702 9 3 0.592987 9 4 0.903443 15 3 0.335163 5 5 0.697479 10 2 0.53814 1 1 0.19707 1 1 0.871792 13 3 0.596086 1 2 0.344108 4 2 0.969577 0 1 0.441833 6 1 0.611879 10 4 0.032269 12 2 0.315455 13 5 0.898093 5 2 0.129674 1 5 0.188395 2 1 0.750683 14 3 0.988326 11 1 0.121812 4 5 0.13267 1 4 0.540869 3 3 0.0150892 5 1 0.513853 14 5 0.614408 2 1 0.738119 2 3 0.0047969 10 3 0.570265 1 4 0.908131 2 2 0.640354 9 2 0.8965 9 1 0.947235 13 4 0.40248 14 2 0.0807538 1 4 0.333241 14 4 0.638858 0 3 0.306508 3 2 0.391814 13 5 0.557691 15 5 0.0149418 4 5 0.337334 5 2 0.456508 STREAMCOST 4.11685 4.68142 9.67472 2.78453 5.07706 1.42397 1.5196 4.0348 2.79201 3.68589 6.26045 7.0006 2.98318 4.06987 8.07803 1.49506 HEUR 2 82 20 22.451 82 21 27.4741 82 40 48.7085 82 41 67.5433 82 42 42.1766 82 43 152.168 82 44 91.4824 82 45 73.5982 82 46 44.2636 82 47 43.989 82 30 22.4914 82 31 31.9729 82 32 52.2851 82 33 22.4914 # ARGUMENTS VAR RATIO 5 TREE 83 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 6 7 9 7 10 8 3 VALUE 13 1 0.356684 6 2 0.214575 11 4 0.282541 0 2 0.0203133 9 3 0.0471245 12 2 0.252537 13 2 0.521067 1 1 0.382002 6 4 0.820824 3 2 0.422898 14 4 0.187447 4 1 0.152657 3 4 0.719757 13 2 0.0941939 9 3 0.629968 3 2 0.0201269 11 5 0.346833 4 2 0.712374 5 3 0.97165 15 1 0.126423 5 3 0.978369 9 5 0.744504 2 2 0.139243 3 4 0.343028 10 4 0.611225 6 3 0.226084 15 1 0.739445 14 5 0.915733 8 4 0.756462 10 4 0.967752 3 5 0.870354 9 2 0.289912 8 4 0.0568908 10 2 0.623912 7 4 0.385726 8 3 0.25694 2 4 0.24843 14 5 0.308344 10 1 0.79904 4 3 0.548596 13 1 0.0256934 7 2 0.560478 0 3 0.562806 5 1 0.745165 1 4 0.830798 14 1 0.752718 13 4 0.891898 11 3 0.932129 13 3 0.509407 1 1 0.303153 3 2 0.492265 8 1 0.994242 9 5 0.958752 STREAMCOST 4.18794 5.52336 1.94513 1.15117 5.45645 3.41802 2.97921 9.72136 2.41443 1.9956 6.28112 6.6184 7.48505 6.57224 6.82582 6.80069 HEUR 2 83 20 29.1574 83 21 30.564 83 40 46.7918 83 41 67.036 83 42 51.9461 83 43 202.526 83 44 60.7126 83 45 122.993 83 46 55.7628 83 47 52.4263 83 30 30.2086 83 31 36.1173 83 32 47.1383 83 33 30.232 # ARGUMENTS VAR RATIO 5 TREE 84 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 1 6 4 5 3 4 7 4 VALUE 15 4 0.130588 4 1 0.109808 4 5 0.418399 11 1 0.180162 4 5 0.495306 11 5 0.0636083 4 4 0.651802 0 3 0.205378 14 3 0.864598 6 5 0.630802 1 2 0.613222 7 1 0.898611 1 2 0.995933 8 2 0.794973 13 3 0.638071 11 2 0.55702 15 5 0.138411 12 3 0.87762 4 2 0.311692 4 2 0.704793 2 1 0.820759 3 1 0.120373 7 5 0.331031 11 1 0.0841655 2 3 0.686726 7 5 0.112679 4 1 0.566192 2 1 0.727861 0 1 0.157852 6 3 0.37347 6 2 0.0601764 12 4 0.379817 7 1 0.411716 8 3 0.160523 STREAMCOST 5.97348 4.73688 9.41337 4.14655 3.37973 9.59939 1.15911 5.06654 7.28571 2.05937 8.26609 7.53013 6.78109 1.53027 5.74754 3.79856 HEUR 2 84 20 57.6626 84 21 66.8495 84 40 70.2386 84 41 91.6762 84 42 72.5543 84 43 147.723 84 44 98.4105 84 45 88.2005 84 46 85.5332 84 47 75.9467 84 30 57.9091 84 31 66.8489 84 32 67.976 84 33 57.7889 # ARGUMENTS VAR RATIO 5 TREE 85 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 7 10 6 6 3 1 7 8 VALUE 4 4 0.523126 11 2 0.361151 5 5 0.734694 15 4 0.181587 14 2 0.227148 11 3 0.186706 14 2 0.208901 1 2 0.669224 4 5 0.453129 4 2 0.580926 0 1 0.396947 6 4 0.137388 13 1 0.315788 1 4 0.433245 8 1 0.367492 1 1 0.664431 8 2 0.03161 0 3 0.318909 12 3 0.223725 0 4 0.525737 6 5 0.621073 10 2 0.573159 4 4 0.258293 9 1 0.476422 8 3 0.866752 15 3 0.665665 3 4 0.989586 11 1 0.237675 0 1 0.603731 12 5 0.192966 10 5 0.623442 13 2 0.911288 13 4 0.0796236 6 5 0.434623 11 5 0.698569 14 5 0.0461233 14 4 0.544986 4 4 0.88005 3 2 0.822961 3 1 0.62953 14 2 0.861164 7 4 0.432316 2 2 0.374571 1 2 0.173501 12 1 0.533037 9 2 0.906354 1 3 0.537986 9 1 0.345329 STREAMCOST 6.36317 7.11964 4.66904 7.44164 6.02925 9.77402 7.08851 1.1741 9.64813 3.36482 9.31662 1.91466 1.84749 5.18649 2.18206 7.50783 HEUR 2 85 20 61.4061 85 21 65.2998 85 40 70.4053 85 41 99.6766 85 42 76.9153 85 43 309.845 85 44 123.569 85 45 189.687 85 46 104.107 85 47 89.4293 85 30 61.421 85 31 65.5953 85 32 66.5332 85 33 61.5808 # ARGUMENTS VAR RATIO 5 TREE 86 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 10 3 10 2 2 8 8 VALUE 3 4 0.664082 6 3 0.741813 6 5 0.856024 12 3 0.240756 4 5 0.842419 6 4 0.583424 12 4 0.819672 2 1 0.239183 4 1 0.178509 4 2 0.737632 14 4 0.287529 2 4 0.264933 13 5 0.276308 11 3 0.536131 9 4 0.161271 10 4 0.0660451 9 5 0.0495725 6 2 0.298548 10 2 0.203536 13 1 0.721226 7 1 0.29743 8 5 0.683854 14 3 0.763952 14 2 0.499538 9 5 0.732442 0 5 0.189605 7 2 0.830589 0 2 0.239186 3 5 0.477122 5 4 0.686869 12 2 0.64605 15 2 0.437504 13 5 0.0699843 8 2 0.946279 10 3 0.217021 5 2 0.829126 10 4 0.989521 13 1 0.465395 2 4 0.852662 2 1 0.601461 9 3 0.337196 15 3 0.192436 13 1 0.807401 7 3 0.15613 15 5 0.217613 6 5 0.82781 STREAMCOST 2.75728 6.86899 2.8546 8.30035 3.56019 2.26237 7.93016 8.34539 3.7742 4.97252 3.45149 8.90848 4.84068 8.41435 2.18876 9.33058 HEUR 2 86 20 73.0393 86 21 97.7042 86 40 111.564 86 41 169.79 86 42 126.774 86 43 226.41 86 44 182.552 86 45 131.461 86 46 130.163 86 47 118.572 86 30 75.2878 86 31 97.067 86 32 101.904 86 33 86.8279 # ARGUMENTS VAR RATIO 5 TREE 87 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 7 10 10 3 10 6 1 6 VALUE 3 4 0.868642 14 3 0.0491493 11 4 0.925684 7 4 0.276974 10 2 0.333902 8 1 0.148349 5 2 0.401856 3 4 0.597923 4 4 0.267096 5 5 0.218755 0 4 0.41921 10 2 0.238387 1 2 0.197358 12 5 0.14906 0 2 0.186106 12 5 0.200483 5 3 0.326543 7 4 0.01416 0 2 0.192039 13 5 0.890258 12 3 0.226952 2 4 0.425542 0 2 0.412207 14 5 0.274208 12 5 0.462018 6 2 0.532042 4 4 0.163971 11 4 0.967369 11 1 0.753621 5 5 0.110012 9 3 0.698553 1 2 0.434973 0 3 0.891411 6 5 0.980552 13 3 0.803037 4 3 0.310644 6 4 0.225456 14 2 0.216031 4 2 0.128874 11 2 0.453089 0 2 0.454135 9 3 0.785205 9 1 0.607111 14 3 0.169024 3 4 0.63514 8 2 0.879088 8 4 0.255588 7 4 0.0619908 2 3 0.976688 4 1 0.171914 7 5 0.468406 11 1 0.396066 7 3 0.0349388 STREAMCOST 3.40434 8.40927 9.44604 5.38957 6.30896 8.44138 5.78969 8.5318 7.88159 9.34997 8.27174 5.85857 3.02441 9.13315 9.57352 5.73273 HEUR 2 87 20 87.0643 87 21 102.997 87 40 105.404 87 41 183.582 87 42 116.179 87 43 318.077 87 44 170.721 87 45 242.578 87 46 158.851 87 47 147.375 87 30 89.7135 87 31 103.066 87 32 110.539 87 33 89.7135 # ARGUMENTS VAR RATIO 5 TREE 88 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 7 7 6 10 6 7 9 8 VALUE 11 2 0.714297 2 4 0.851504 3 5 0.175155 2 3 0.620876 14 1 0.00988589 4 1 0.667254 13 2 0.485621 3 5 0.9809 4 1 0.387966 2 3 0.572806 1 1 0.76788 12 2 0.712317 10 1 0.0326989 5 1 0.285022 6 2 0.227806 13 5 0.64773 14 3 0.865663 6 1 0.576434 12 4 0.906156 15 4 0.317274 3 4 0.411436 5 5 0.0449249 5 1 0.595529 15 3 0.431466 7 3 0.2258 9 5 0.626199 9 1 0.220092 10 1 0.724592 8 2 0.0901867 4 5 0.897471 10 1 0.935828 10 1 0.589285 0 1 0.216112 4 2 0.183485 11 1 0.255054 1 2 0.89477 3 5 0.106521 12 1 0.0080787 14 1 0.0597374 3 1 0.414857 0 5 0.700853 1 5 0.507316 1 1 0.724557 9 2 0.952459 2 3 0.941868 9 5 0.881326 12 5 0.402545 8 3 0.0522542 10 2 0.035684 12 1 0.822884 10 5 0.930551 1 5 0.78539 9 5 0.212031 3 3 0.705322 2 2 0.147499 2 4 0.869134 3 4 0.0220901 11 4 0.134823 15 1 0.8936 8 2 0.51396 STREAMCOST 9.35818 4.46603 5.63393 6.84361 9.49339 6.70872 6.12524 3.53881 1.11969 8.13287 4.04449 2.86355 2.06781 9.40458 4.06566 7.85502 HEUR 2 88 20 39.0188 88 21 40.5701 88 40 41.7577 88 41 152.26 88 42 52.3825 88 43 306.099 88 44 118.57 88 45 171.108 88 46 57.8689 88 47 55.3934 88 30 42.3229 88 31 42.7116 88 32 42.7473 88 33 42.3229 # ARGUMENTS VAR RATIO 5 TREE 89 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 5 4 3 7 3 3 1 7 VALUE 9 2 0.0159901 5 1 0.92444 7 2 0.0998728 14 3 0.286233 14 2 0.35072 13 1 0.420378 11 1 0.101886 15 3 0.222408 10 4 0.138359 6 5 0.493085 1 2 0.587792 15 1 0.401896 7 5 0.928395 11 5 0.206292 3 2 0.345284 1 3 0.385096 15 5 0.503045 8 2 0.611964 3 2 0.177454 0 1 0.862923 2 1 0.0403137 12 2 0.847351 8 3 0.207783 11 5 0.64352 5 5 0.415454 8 5 0.0470237 2 3 0.575617 4 2 0.330953 6 5 0.621456 13 4 0.0192715 9 4 0.288822 6 1 0.871992 4 1 0.52333 STREAMCOST 9.7853 5.80161 2.07304 6.54079 7.85236 1.51098 4.02543 3.33846 9.03553 9.6112 2.08246 1.86471 5.12064 6.81801 6.57279 1.5352 HEUR 2 89 20 82.4756 89 21 87.078 89 40 95.4445 89 41 134.949 89 42 96.664 89 43 159.625 89 44 124.792 89 45 139.77 89 46 107.388 89 47 100.045 89 30 86.5749 89 31 90.2895 89 32 99.6555 89 33 87.7813 # ARGUMENTS VAR RATIO 5 TREE 90 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 2 9 2 2 10 4 10 5 VALUE 2 4 0.26771 12 2 0.39386 10 3 0.251407 10 4 0.126298 9 3 0.618811 6 2 0.17034 4 3 0.19435 15 3 0.298607 13 2 0.50345 6 4 0.53337 12 5 0.642304 2 2 0.838867 1 1 0.80749 14 5 0.562457 0 1 0.594252 6 5 0.170773 15 4 0.819798 11 4 0.137492 9 2 0.599231 15 4 0.350139 13 5 0.460011 5 3 0.7878 15 5 0.283979 10 3 0.282232 13 3 0.606818 0 4 0.678637 6 1 0.781245 13 2 0.203636 12 5 0.399904 10 4 0.658713 9 2 0.441419 1 3 0.35522 14 4 0.902456 1 3 0.410974 14 1 0.690009 13 5 0.370552 0 4 0.462398 8 1 0.699107 15 4 0.636335 13 1 0.920155 13 5 0.127159 3 4 0.502919 14 4 0.145058 10 3 0.101093 STREAMCOST 5.29963 5.3938 4.02658 1.75509 1.586 2.00611 5.83081 4.11317 6.75762 3.02383 3.59801 4.1688 1.96513 9.20505 6.03524 1.06843 HEUR 2 90 20 28.8478 90 21 48.9311 90 40 72.4058 90 41 62.5478 90 42 60.9787 90 43 79.0902 90 44 133.01 90 45 62.033 90 46 84.8231 90 47 82.0954 90 30 29.4685 90 31 43.6911 90 32 79.7358 90 33 29.4685 # ARGUMENTS VAR RATIO 5 TREE 91 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 10 4 5 3 6 1 10 VALUE 5 3 0.725223 8 4 0.320813 8 4 0.947331 4 4 0.394595 15 1 0.0761212 7 2 0.100823 4 2 0.710205 7 5 0.526663 1 3 0.0628332 10 3 0.605149 10 1 0.00934139 2 3 0.137089 6 4 0.0732041 12 4 0.816444 3 4 0.468008 9 4 0.709476 0 1 0.067975 5 4 0.918194 2 2 0.534804 8 4 0.96889 8 4 0.5194 4 3 0.242074 3 5 0.91154 15 1 0.797993 7 2 0.74871 5 2 0.161456 12 1 0.759634 3 2 0.335103 10 5 0.175574 14 4 0.501316 4 5 0.509969 7 2 0.569167 8 2 0.141246 0 4 0.466228 7 2 0.950897 5 2 0.37098 15 2 0.814097 11 5 0.929103 5 5 0.857937 15 4 0.906314 1 4 0.840328 1 5 0.933609 STREAMCOST 5.41972 3.39719 5.86598 4.16246 6.66956 9.56642 3.08212 4.37255 2.64421 8.95659 5.22512 2.71901 8.47613 8.68721 4.54987 4.85773 HEUR 2 91 20 25.2983 91 21 37.8145 91 40 54.8748 91 41 84.1448 91 42 58.2049 91 43 198.666 91 44 85.8625 91 45 139.052 91 46 79.3301 91 47 79.0618 91 30 25.8337 91 31 41.9883 91 32 73.7057 91 33 25.8337 # ARGUMENTS VAR RATIO 5 TREE 92 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 9 10 8 3 5 9 5 1 VALUE 0 1 0.856367 4 2 0.932758 7 1 0.441273 12 5 0.285847 11 3 0.840349 9 2 0.725629 13 4 0.447437 3 2 0.555849 6 2 0.799289 7 5 0.537485 11 3 0.78345 1 5 0.196224 2 5 0.440389 13 4 0.496855 14 5 0.352546 1 1 0.8297 5 4 0.182467 8 1 0.137025 14 4 0.752489 7 1 0.823772 10 3 0.538932 7 3 0.0646671 9 1 0.724191 2 1 0.248486 7 1 0.461501 4 5 0.829635 5 5 0.378103 11 1 0.68631 4 1 0.871569 7 3 0.296268 3 2 0.134886 8 1 0.746137 12 2 0.740484 9 3 0.974745 3 2 0.71758 10 1 0.32827 4 2 0.864208 2 5 0.231787 5 3 0.777527 15 5 0.380176 9 2 0.773156 6 3 0.948243 7 5 0.469331 11 1 0.237105 0 3 0.956945 0 5 0.97508 0 3 0.943349 1 3 0.373095 3 5 0.279609 2 3 0.742964 STREAMCOST 5.30235 5.02797 8.97338 1.09567 3.08547 5.79655 9.90152 8.72523 6.43082 4.65959 8.97793 5.41911 5.07193 6.70579 7.23672 2.85307 HEUR 2 92 20 40.3407 92 21 76.8615 92 40 84.1183 92 41 121.608 92 42 96.4421 92 43 201.12 92 44 125.072 92 45 166.668 92 46 98.113 92 47 94.8144 92 30 40.4586 92 31 77.7522 92 32 81.5707 92 33 40.645 # ARGUMENTS VAR RATIO 5 TREE 93 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 7 6 7 9 4 3 10 2 VALUE 8 1 0.659635 8 5 0.115186 12 3 0.538522 10 4 0.180238 3 3 0.41635 14 5 0.872868 6 3 0.474559 10 4 0.145647 2 1 0.0682749 2 4 0.10588 9 1 0.869445 8 1 0.837288 9 2 0.405335 8 5 0.0494936 12 1 0.778713 10 1 0.866097 15 5 0.843962 3 2 0.115632 7 1 0.477549 6 4 0.174153 3 3 0.375183 2 2 0.720229 5 5 0.559027 2 5 0.905714 15 5 0.454751 0 3 0.642442 14 5 0.127553 2 1 0.916769 7 1 0.946584 13 3 0.851054 0 2 0.0413502 14 3 0.454395 11 4 0.799296 14 4 0.679331 1 5 0.455182 10 2 0.0128555 11 5 0.211893 2 1 0.779131 0 1 0.251035 7 2 0.903469 7 2 0.622964 11 2 0.204042 13 3 0.172961 6 4 0.997368 2 2 0.75196 3 4 0.277366 7 3 0.298269 15 2 0.609294 STREAMCOST 6.10546 7.94152 4.78366 1.3622 1.19182 2.47683 1.10448 8.69226 1.13759 2.08816 9.26738 1.40719 9.39952 5.01856 1.24751 9.17086 HEUR 2 93 20 63.0992 93 21 71.8245 93 40 75.1894 93 41 131.908 93 42 77.8747 93 43 205.936 93 44 101.779 93 45 161.59 93 46 80.5508 93 47 75.3885 93 30 67.3133 93 31 74.8519 93 32 75.0511 93 33 67.2995 # ARGUMENTS VAR RATIO 5 TREE 94 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 8 8 7 6 7 6 5 4 VALUE 7 2 0.392472 1 3 0.369141 1 4 0.974297 7 3 0.819869 15 5 0.306966 12 4 0.400106 5 3 0.302379 3 4 0.102722 5 3 0.975 0 1 0.890816 8 2 0.700252 12 2 0.242357 0 5 0.627797 13 3 0.456379 0 5 0.143642 2 4 0.863271 13 3 0.407795 6 4 0.57166 3 2 0.0240245 6 1 0.340843 7 1 0.202257 14 2 0.452549 0 2 0.239436 0 5 0.990412 4 4 0.927075 2 5 0.618152 4 3 0.441767 3 4 0.307564 8 2 0.904773 7 4 0.347026 14 5 0.944686 14 4 0.547095 12 2 0.205285 10 3 0.799623 7 5 0.399453 15 4 0.448172 8 1 0.0475281 13 1 0.148934 11 1 0.747752 9 4 0.0225711 11 1 0.580738 3 3 0.753057 3 4 0.474815 6 4 0.924389 7 2 0.422964 15 2 0.532769 0 5 0.896646 11 1 0.804059 12 4 0.34741 8 3 0.800334 12 4 0.86698 STREAMCOST 9.56834 7.46157 3.41298 3.54334 9.457 5.35692 7.20457 1.4158 5.36532 3.64903 7.3485 2.25057 9.78127 3.89267 6.76941 1.28375 HEUR 2 94 20 81.5649 94 21 95.1365 94 40 101.697 94 41 155.522 94 42 112.407 94 43 313.433 94 44 143.778 94 45 234.233 94 46 108.027 94 47 106.24 94 30 86.6474 94 31 95.1365 94 32 97.7062 94 33 87.0894 # ARGUMENTS VAR RATIO 5 TREE 95 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 3 2 7 9 3 8 4 VALUE 8 4 0.869462 10 4 0.45832 7 4 0.756077 8 5 0.45881 8 2 0.958491 10 3 0.35001 8 3 0.344062 9 5 0.877381 4 4 0.403275 13 5 0.901036 6 5 0.231709 13 3 0.27563 5 4 0.0502293 14 2 0.691763 12 4 0.263981 1 2 0.300725 7 4 0.988841 5 2 0.981258 14 5 0.366968 12 2 0.654053 7 2 0.00520223 15 3 0.420552 1 5 0.143709 15 2 0.360206 14 5 0.279146 9 2 0.350489 7 1 0.635831 1 5 0.20753 6 2 0.802197 3 2 0.9217 1 3 0.594618 11 1 0.666386 15 3 0.693764 2 5 0.0771492 0 4 0.610535 10 1 0.648924 15 4 0.105135 10 3 0.292993 15 1 0.95879 STREAMCOST 8.70348 5.13212 7.34045 2.96452 6.31535 9.29451 7.27293 6.0248 9.64694 4.02042 1.43075 3.03568 8.9855 5.80919 6.75809 6.89648 HEUR 2 95 20 87.0596 95 21 98.2955 95 40 135.949 95 41 203.503 95 42 151.534 95 43 247.466 95 44 207.11 95 45 125.122 95 46 165.967 95 47 157.224 95 30 87.3769 95 31 119.614 95 32 127.756 95 33 83.3897 # ARGUMENTS VAR RATIO 5 TREE 96 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 3 5 10 9 9 1 10 8 VALUE 11 3 0.118076 7 1 0.464802 8 2 0.571412 11 1 0.274985 5 5 0.290818 14 3 0.66498 4 2 0.303744 8 1 0.267338 0 5 0.399235 0 4 0.801557 13 4 0.65468 15 5 0.288748 10 4 0.744267 12 5 0.0583296 0 5 0.533358 1 5 0.692751 2 1 0.986948 10 3 0.0643114 8 1 0.25113 4 3 0.0538214 13 2 0.636987 1 5 0.391666 4 5 0.450729 2 1 0.424713 0 5 0.666122 5 2 0.957097 4 2 0.747801 5 4 0.100125 15 4 0.334904 7 5 0.436455 6 3 0.932673 1 4 0.692887 3 1 0.860567 12 5 0.891123 15 5 0.301664 6 2 0.48203 5 5 0.224083 5 2 0.630061 11 5 0.626515 13 2 0.5449 3 3 0.990179 13 2 0.0620862 2 1 0.251885 11 5 0.476615 6 3 0.739079 10 1 0.444547 12 3 0.814413 2 2 0.641528 0 2 0.02486 13 2 0.376499 14 3 0.111251 0 4 0.780595 10 2 0.549779 8 2 0.196783 4 2 0.948666 STREAMCOST 3.65264 1.64147 9.54256 3.38523 2.55052 1.93142 2.24811 3.98405 8.36312 4.26879 8.86551 3.38535 9.65304 8.8427 9.34612 8.47133 HEUR 2 96 20 47.6145 96 21 56.0286 96 40 70.2232 96 41 121.934 96 42 73.8262 96 43 238.595 96 44 114.686 96 45 101.19 96 46 69.247 96 47 63.9287 96 30 49.6286 96 31 55.8265 96 32 62.5161 96 33 49.6273 # ARGUMENTS VAR RATIO 5 TREE 97 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 9 9 10 7 5 2 3 5 VALUE 12 2 0.298944 1 5 0.519155 14 1 0.204674 1 2 0.715415 3 1 0.29886 8 2 0.481385 14 3 0.135642 9 1 0.00208838 2 1 0.112156 9 3 0.232488 4 1 0.13661 11 4 0.282772 9 1 0.616859 3 4 0.7569 11 1 0.405703 7 1 0.156048 2 3 0.329628 2 4 0.145912 15 2 0.268156 12 1 0.439397 15 2 0.00691621 6 5 0.87918 5 3 0.821121 2 1 0.140463 6 3 0.866234 6 1 0.11401 10 5 0.497184 13 1 0.0968045 14 1 0.263495 3 4 0.804276 14 3 0.25244 7 5 0.358032 1 5 0.439074 0 5 0.94309 15 2 0.949109 3 3 0.311268 10 1 0.267733 7 2 0.126852 8 4 0.0947131 2 1 0.473308 5 4 0.19527 3 1 0.276703 14 4 0.489747 9 5 0.231303 1 1 0.444555 0 2 0.0131369 10 4 0.227415 3 1 0.265516 5 3 0.537935 13 2 0.390787 STREAMCOST 8.63744 8.61806 6.41686 3.78168 9.14195 5.43649 1.2459 1.52851 2.67953 7.78329 7.78305 2.01782 2.23901 9.6839 5.55413 8.64602 HEUR 2 97 20 52.2594 97 21 56.2015 97 40 55.4433 97 41 100.446 97 42 57.6171 97 43 225.706 97 44 141.107 97 45 143.391 97 46 85.8232 97 47 83.1949 97 30 53.0433 97 31 54.4844 97 32 55.9044 97 33 53.0433 # ARGUMENTS VAR RATIO 5 TREE 98 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 8 4 6 1 4 2 8 8 VALUE 7 3 0.11891 1 2 0.340681 6 4 0.337526 4 1 0.866878 5 5 0.408891 8 5 0.573312 4 3 0.838641 6 5 0.708449 6 4 0.697089 13 5 0.817483 7 1 0.686484 14 2 0.632634 15 1 0.693322 8 1 0.982857 2 3 0.264304 12 5 0.174401 13 4 0.650248 2 5 0.595021 8 1 0.520981 12 4 0.847255 2 2 0.96961 15 1 0.907964 7 1 0.520437 5 5 0.466704 15 1 0.718007 7 3 0.512273 1 2 0.0781016 6 1 0.269168 7 5 0.16558 3 2 0.347457 0 5 0.836382 14 4 0.956944 7 4 0.333026 11 4 0.710153 0 4 0.279207 8 1 0.367726 1 4 0.359819 8 2 0.279815 0 5 0.205867 4 2 0.264133 7 1 0.371324 STREAMCOST 2.25072 6.96401 8.58093 5.06493 4.48002 4.91958 9.86477 3.6785 2.15999 3.95114 2.2382 4.33009 1.83691 4.31422 4.34676 3.8775 HEUR 2 98 20 24.9273 98 21 31.6591 98 40 41.3706 98 41 52.3026 98 42 41.4745 98 43 175.401 98 44 100.6 98 45 104.099 98 46 56.6875 98 47 49.9555 98 30 26.341 98 31 35.4373 98 32 85.3896 98 33 26.3412 # ARGUMENTS VAR RATIO 5 TREE 99 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 10 NBLEAF 7 8 5 9 9 8 1 8 VALUE 12 1 0.565617 15 2 0.577726 0 3 0.990627 13 1 0.381054 12 2 0.746767 10 2 0.493616 7 2 0.928948 9 2 0.360507 15 2 0.524415 10 1 0.693476 13 2 0.211687 6 3 0.734139 4 4 0.816142 4 5 0.923568 3 3 0.644835 9 1 0.0432734 6 4 0.0968653 4 1 0.0803999 3 3 0.476656 1 1 0.809817 3 2 0.006553 2 5 0.0692645 8 1 0.167547 11 5 0.377565 8 2 0.0417585 3 3 0.939521 10 2 0.800658 10 5 0.338283 4 5 0.968274 15 3 0.147713 4 5 0.549378 0 2 0.621713 3 5 0.915463 10 5 0.888562 13 2 0.432789 4 4 0.39838 13 1 0.0790467 8 3 0.295192 10 2 0.976451 15 4 0.162961 10 4 0.205387 11 2 0.61405 2 3 0.303933 1 4 0.847285 15 5 0.0157822 12 2 0.904543 0 4 0.874771 11 4 0.0506338 13 1 0.918348 0 1 0.117831 7 3 0.546269 1 3 0.426315 11 5 0.822525 11 2 0.396431 1 2 0.61388 STREAMCOST 5.30961 3.19291 5.85826 8.44252 3.12607 5.18976 6.07353 7.21927 3.63077 4.19323 5.19339 1.9312 8.29728 3.68991 8.42914 2.46888 HEUR 2 99 20 25.2148 99 21 54.3886 99 40 53.0909 99 41 89.4275 99 42 56.7441 99 43 145.24 99 44 78.223 99 45 86.2518 99 46 61.9634 99 47 58.6602 99 30 25.4353 99 31 55.1534 99 32 55.3419 99 33 25.4353