# ARGUMENTS VAR RATIO 10 TREE 0 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 11 12 15 17 13 18 11 17 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 4 2 0.183191 6 3 0.552821 0 1 0.82894 5 1 0.146442 10 3 0.270008 11 4 0.288476 15 3 0.248753 12 3 0.396098 9 5 0.572252 10 2 0.891554 15 4 0.447125 7 5 0.978571 11 1 0.297437 12 5 0.41182 6 4 0.881103 3 3 0.313218 14 5 0.692532 9 4 0.659668 8 3 0.956084 3 4 0.394869 6 4 0.606393 7 1 0.470132 4 4 0.660174 4 2 0.383462 9 4 0.428769 14 1 0.102863 4 1 0.569965 5 3 0.551816 9 1 0.653201 15 4 0.320997 6 2 0.896547 2 2 0.0972599 6 5 0.891923 4 5 0.537023 11 3 0.100227 1 5 0.352312 11 3 0.998847 13 1 0.904648 13 1 0.162493 8 4 0.166848 1 4 0.848008 13 5 0.411397 9 1 0.407183 0 1 0.982575 11 2 0.453543 6 4 0.0505881 13 2 0.975522 0 5 0.230742 0 4 0.359978 15 4 0.749999 2 2 0.521037 7 1 0.338985 3 1 0.0185218 2 4 0.463451 STREAMCOST 3.01532 8.87116 4.10817 9.49708 9.35273 6.47428 7.33973 6.3699 1.28655 8.0528 2.48225 5.50024 6.59331 1.45333 6.19506 7.29188 HEUR 2 0 20 60.3391 0 21 60.6706 0 40 64.4924 0 41 135.615 0 42 73.4279 0 43 309.277 0 44 108.192 0 45 252.431 0 46 77.0397 0 47 70.8615 0 30 62.6642 0 31 62.6677 0 32 62.6676 0 33 62.6646 # ARGUMENTS VAR RATIO 10 TREE 1 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 9 20 15 19 1 3 7 20 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 11 1 0.883306 11 4 0.647749 12 2 0.348898 12 2 0.356532 14 4 0.428091 14 5 0.0116692 10 3 0.621696 1 1 0.786951 15 1 0.449912 5 3 0.941837 6 2 0.237027 12 5 0.771595 9 2 0.00287032 12 4 0.15293 5 3 0.527058 0 5 0.709043 5 3 0.908535 12 4 0.467393 0 2 0.929437 13 4 0.551325 15 1 0.172341 7 1 0.742765 14 1 0.696818 7 1 0.230363 12 3 0.753876 3 5 0.0493042 11 3 0.124271 2 1 0.396313 0 1 0.0283065 8 2 0.102135 13 2 0.538831 3 3 0.967668 13 2 0.124173 3 2 0.0915564 9 3 0.969596 6 3 0.367843 0 5 0.800633 4 2 0.717392 12 4 0.387861 6 5 0.751873 11 3 0.55624 6 1 0.361904 0 1 0.121343 14 1 0.91641 STREAMCOST 1.96745 8.03763 3.03138 6.54696 7.4169 1.32399 6.03745 6.88891 1.113 2.16793 1.64777 3.64924 9.70549 4.24733 6.1129 3.47181 HEUR 2 1 20 41.0679 1 21 54.215 1 40 56.9022 1 41 85.2001 1 42 63.0295 1 43 223.503 1 44 91.4331 1 45 133.042 1 46 82.4782 1 47 70.0782 1 30 47.2566 1 31 55.7516 1 32 68.1299 1 33 47.2566 # ARGUMENTS VAR RATIO 10 TREE 2 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 9 4 1 19 11 19 9 10 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 8 5 0.323541 8 2 0.573642 6 2 0.832017 14 4 0.00554442 6 4 0.0130173 5 4 0.212933 4 2 0.582685 14 1 0.363326 10 3 0.387523 12 3 0.914476 6 5 0.350872 6 3 0.630843 15 2 0.112776 6 2 0.96246 0 4 0.7384 15 4 0.803452 3 2 0.416753 14 4 0.592496 10 4 0.170477 8 5 0.968291 12 3 0.133954 7 5 0.421138 11 3 0.798586 1 3 0.368608 3 2 0.918459 12 3 0.798221 5 3 0.263779 14 5 0.92914 6 5 0.540192 14 4 0.0400112 13 4 0.623563 14 1 0.837831 9 3 0.489266 5 3 0.397254 11 2 0.245811 14 1 0.463743 1 5 0.274059 3 1 0.000123584 STREAMCOST 6.66424 1.83607 3.65655 2.57605 2.68558 5.63373 1.85759 8.91991 3.5538 8.06313 2.93432 5.76839 3.57043 3.46454 5.24269 1.23746 HEUR 2 2 20 23.1931 2 21 29.2371 2 40 30.5241 2 41 68.701 2 42 35.9143 2 43 258.454 2 44 77.0696 2 45 60.6103 2 46 82.4164 2 47 80.5121 2 30 24.6049 2 31 28.5415 2 32 45.1704 2 33 24.6271 # ARGUMENTS VAR RATIO 10 TREE 3 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 12 2 15 17 6 3 11 12 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 2 1 0.302264 3 5 0.971603 5 2 0.0212257 11 3 0.650477 0 4 0.505574 7 5 0.596664 3 1 0.925733 1 2 0.198976 2 1 0.990301 1 4 0.129294 12 3 0.116217 3 1 0.952101 10 4 0.329571 8 2 0.707181 8 2 0.42473 14 5 0.839193 9 4 0.881111 7 5 0.842103 5 4 0.772739 10 5 0.913975 12 4 0.283407 5 5 0.552845 8 1 0.828022 3 2 0.72567 3 4 0.958336 15 4 0.850971 3 3 0.469381 1 3 0.488873 2 5 0.298407 12 2 0.485094 14 3 0.503255 3 3 0.177213 5 1 0.609646 14 1 0.640177 0 1 0.999975 6 2 0.0491089 4 2 0.276642 STREAMCOST 7.57637 3.26567 6.8601 9.07963 5.3108 8.51722 3.47302 2.31685 6.87001 9.95899 9.60805 4.20156 4.91968 5.92418 1.63119 5.42634 HEUR 2 3 20 71.9729 3 21 79.3946 3 40 88.4057 3 41 147.546 3 42 102.903 3 43 290.707 3 44 119.849 3 45 164.842 3 46 92.2508 3 47 86.3946 3 30 74.0189 3 31 83.2959 3 32 90.0479 3 33 78.0249 # ARGUMENTS VAR RATIO 10 TREE 4 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 20 19 11 4 20 18 15 13 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 6 5 0.61893 8 3 0.371106 4 1 0.412472 1 3 0.0722833 14 1 0.979616 0 4 0.876793 1 5 0.732999 8 4 0.747495 13 3 0.347451 0 1 0.462329 9 1 0.124015 4 4 0.753212 12 4 0.408627 14 5 0.931689 2 1 0.942586 3 3 0.561468 12 1 0.75282 3 5 0.0368616 15 1 0.0400911 10 1 0.583544 8 4 0.0338776 14 4 0.0167177 8 5 0.666558 8 3 0.614819 4 1 0.949669 7 4 0.634569 0 3 0.0993278 14 4 0.935894 4 3 0.407622 6 4 0.810837 5 3 0.925809 7 4 0.870392 8 5 0.180965 2 3 0.729555 12 3 0.990797 14 1 0.316277 2 4 0.740045 4 5 0.119577 1 2 0.829418 12 4 0.787659 11 4 0.339926 4 3 0.997404 5 2 0.840466 10 2 0.264261 5 3 0.935291 14 5 0.596758 15 2 0.807549 11 1 0.727729 1 4 0.557082 7 5 0.484404 14 3 0.636849 15 5 0.0164836 2 2 0.221581 15 2 0.884042 4 1 0.312205 1 1 0.0940806 6 2 0.029774 3 3 0.394136 STREAMCOST 9.51245 8.10507 5.00613 1.793 6.61738 4.40061 6.50631 4.52501 9.40041 3.72131 7.61067 5.20779 8.42339 9.91597 4.02264 7.72524 HEUR 2 4 20 38.545 4 21 43.9657 4 40 47.9192 4 41 144.429 4 42 60.5743 4 43 381.736 4 44 149.841 4 45 267.383 4 46 80.8731 4 47 72.6668 4 30 44.0403 4 31 44.0651 4 32 44.0678 4 33 44.0403 # ARGUMENTS VAR RATIO 10 TREE 5 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 5 2 18 17 5 8 19 20 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 3 3 0.890688 15 5 0.94354 1 1 0.811384 13 5 0.346028 5 1 0.48406 6 4 0.510355 5 5 0.0351575 5 1 0.0123694 5 5 0.117508 1 2 0.478339 11 5 0.792241 8 3 0.446608 15 5 0.510714 0 3 0.572619 0 3 0.246333 15 4 0.801402 10 1 0.748026 3 5 0.452419 9 4 0.506376 5 2 0.359983 9 5 0.781915 15 5 0.407686 3 5 0.854964 5 1 0.0827386 12 3 0.933543 10 4 0.892984 2 5 0.122318 12 4 0.759099 15 4 0.904477 11 2 0.767331 9 5 0.334015 5 3 0.0830544 10 2 0.341674 3 5 0.3636 10 5 0.200184 0 2 0.449744 8 5 0.675376 4 2 0.063401 12 2 0.70156 1 1 0.807777 1 1 0.343972 3 5 0.814642 14 5 0.758152 9 5 0.914734 13 1 0.170448 STREAMCOST 9.68497 6.26246 6.13878 4.15624 3.72266 7.64786 8.43135 1.26074 6.93476 2.55666 9.87851 2.205 1.96741 9.82207 6.22827 9.38854 HEUR 2 5 20 82.8291 5 21 109.576 5 40 106.778 5 41 182.699 5 42 129.469 5 43 325.042 5 44 159.537 5 45 204.643 5 46 174.785 5 47 155.46 5 30 92.9098 5 31 107.471 5 32 107.735 5 33 92.9833 # ARGUMENTS VAR RATIO 10 TREE 6 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 18 19 7 5 17 2 1 8 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 4 3 0.946254 11 5 0.825933 8 4 0.549876 2 3 0.702825 6 1 0.407507 3 2 0.924794 0 3 0.434612 2 3 0.682287 8 1 0.681185 10 1 0.251614 10 1 0.779468 15 1 0.0662205 7 3 0.376312 5 1 0.66001 5 5 0.649174 9 2 0.587214 7 1 0.130403 11 5 0.204523 15 3 0.0953497 0 4 0.315404 5 5 0.435789 8 4 0.546708 5 2 0.0245115 13 4 0.27635 12 1 0.122742 9 5 0.267339 14 4 0.197922 2 1 0.783257 13 4 0.814738 0 2 0.561275 0 4 0.759539 15 4 0.786006 9 4 0.909496 7 4 0.0427325 4 5 0.449996 0 5 0.550041 STREAMCOST 3.27797 6.10117 8.96486 2.01627 4.10207 1.56499 3.54282 6.17252 7.31471 5.36937 4.16712 3.7128 1.41826 1.35816 4.4696 6.70505 HEUR 2 6 20 23.5902 6 21 30.7177 6 40 77.2936 6 41 55.4711 6 42 49.2551 6 43 158.116 6 44 125.175 6 45 171.122 6 46 138 6 47 133.848 6 30 23.8377 6 31 32.8586 6 32 82.4926 6 33 23.8377 # ARGUMENTS VAR RATIO 10 TREE 7 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 2 5 16 7 9 20 15 10 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 13 5 0.131111 8 2 0.0396461 7 1 0.741847 12 3 0.402388 2 4 0.343537 8 2 0.397178 4 4 0.165501 15 3 0.257955 7 3 0.7749 13 4 0.459361 8 1 0.46063 12 4 0.497919 14 1 0.674919 14 5 0.268174 15 2 0.0406558 5 5 0.385904 4 2 0.475765 2 4 0.398506 11 5 0.147148 12 4 0.640781 1 3 0.357071 7 5 0.474235 6 5 0.599854 11 4 0.041573 13 4 0.760515 8 1 0.178426 6 2 0.463136 15 1 0.212919 8 5 0.607771 6 5 0.586721 15 1 0.128148 12 2 0.580847 10 3 0.132474 12 2 0.544272 9 3 0.169524 0 4 0.683774 13 3 0.0336742 3 3 0.550543 12 3 0.97514 7 2 0.263031 STREAMCOST 2.52191 5.74557 8.89031 9.86019 9.18264 6.61081 2.7778 6.66601 4.97377 9.18976 7.47309 9.66268 8.60811 6.2659 2.51448 2.48408 HEUR 2 7 20 62.9342 7 21 69.133 7 40 71.1193 7 41 133.366 7 42 77.3813 7 43 291.059 7 44 189.482 7 45 201.989 7 46 114.364 7 47 108.221 7 30 67.8584 7 31 70.3796 7 32 70.3796 7 33 67.8584 # ARGUMENTS VAR RATIO 10 TREE 8 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 18 1 20 5 18 8 11 17 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 14 2 0.471238 4 3 0.475804 13 3 0.2416 9 4 0.818936 8 3 0.60416 15 2 0.723383 6 1 0.507002 9 2 0.562283 4 4 0.921313 12 3 0.298625 3 1 0.92538 10 3 0.00830838 2 4 0.0997298 8 5 0.997119 4 5 0.950118 3 2 0.849957 6 5 0.911914 3 4 0.656853 12 5 0.695292 11 5 0.0956284 6 3 0.162773 7 2 0.000743895 2 5 0.719325 14 3 0.217211 7 4 0.808496 7 3 0.359109 10 3 0.396372 9 4 0.833549 1 1 0.432067 9 3 0.503613 6 1 0.352416 2 4 0.637841 5 5 0.196543 0 3 0.428022 2 5 0.720096 7 3 0.367571 6 2 0.0471533 0 3 0.175167 2 3 0.578694 8 1 0.544222 0 2 0.471491 13 2 0.846947 12 3 0.137914 12 1 0.783571 6 2 0.693588 2 3 0.252871 7 2 0.341384 STREAMCOST 4.52706 9.32258 1.06486 9.20581 3.52802 7.37112 5.83363 8.85861 4.80753 5.94028 5.78644 9.74205 7.6607 7.94576 9.38094 6.02325 HEUR 2 8 20 40.4233 8 21 51.9658 8 40 60.8647 8 41 147.639 8 42 57.0611 8 43 326.152 8 44 155.556 8 45 130.29 8 46 75.8167 8 47 64.1471 8 30 43.8942 8 31 49.3865 8 32 61.8403 8 33 43.8942 # ARGUMENTS VAR RATIO 10 TREE 9 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 1 8 11 10 10 1 3 7 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 11 2 0.703529 4 5 0.316752 0 5 0.647117 0 4 0.170114 7 2 0.0530594 6 1 0.673714 2 2 0.794548 2 1 0.128356 2 1 0.352917 10 3 0.870119 11 2 0.801156 0 2 0.779211 14 3 0.022867 1 2 0.903266 3 5 0.342805 0 3 0.217678 7 4 0.414346 5 2 0.548869 3 1 0.232307 13 4 0.517947 6 3 0.583898 13 3 0.00814504 6 2 0.734766 STREAMCOST 6.17193 6.00595 2.21435 3.72368 2.32109 9.73718 1.48927 3.02358 6.01098 2.24892 9.66638 6.53439 7.4488 5.42736 6.11424 2.64837 HEUR 2 9 20 48.7954 9 21 50.0948 9 40 51.195 9 41 96.8276 9 42 56.8959 9 43 253.609 9 44 112.25 9 45 133.671 9 46 66.1451 9 47 64.9983 9 30 49.0339 9 31 50.5775 9 32 64.1106 9 33 49.0344 # ARGUMENTS VAR RATIO 10 TREE 10 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 16 6 1 10 13 9 15 17 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 10 1 0.346347 9 1 0.232641 14 3 0.763241 8 5 0.350958 6 4 0.605578 13 3 0.134563 9 4 0.262216 4 2 0.506408 0 1 0.303063 5 2 0.000272528 8 4 0.565507 6 3 0.747582 4 1 0.0642511 6 5 0.866492 5 5 0.495049 7 5 0.105933 7 2 0.318273 13 3 0.465442 9 1 0.853934 13 1 0.337258 7 4 0.781949 1 4 0.54392 9 4 0.0370944 13 2 0.146701 9 1 0.29973 7 3 0.0291796 10 3 0.159194 3 1 0.202803 5 5 0.108064 0 1 0.499231 14 2 0.365365 5 2 0.00291609 12 2 0.10688 15 4 0.238333 7 4 0.598256 15 1 0.815456 2 4 0.645072 3 1 0.517844 3 5 0.542409 11 2 0.904665 6 4 0.922233 STREAMCOST 4.10772 9.32821 1.58948 6.10075 2.98565 5.80124 2.23636 1.13374 7.69866 9.80109 4.12022 6.15726 6.19898 8.12581 2.51518 6.05402 HEUR 2 10 20 49.6596 10 21 59.5029 10 40 59.571 10 41 95.2063 10 42 59.9322 10 43 220.324 10 44 120.638 10 45 115.673 10 46 65.4737 10 47 62.0244 10 30 58.6822 10 31 59.5671 10 32 59.5673 10 33 58.6825 # ARGUMENTS VAR RATIO 10 TREE 11 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 4 2 1 14 10 4 15 19 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 4 2 0.701164 15 4 0.33474 14 3 0.400328 11 2 0.371916 12 1 0.764491 0 4 0.650781 12 1 0.642215 3 5 0.457412 5 2 0.738253 11 5 0.274774 5 1 0.611632 15 2 0.0895848 7 2 0.075002 1 1 0.139551 12 4 0.452759 6 4 0.428319 11 3 0.418663 6 2 0.409336 2 5 0.793872 11 5 0.31921 11 1 0.875295 13 4 0.257758 11 3 0.193018 3 4 0.513116 5 1 0.437959 9 2 0.107211 9 2 0.658692 13 3 0.711428 5 2 0.218003 11 5 0.913321 4 5 0.438221 12 1 0.163219 4 2 0.0856948 STREAMCOST 2.48066 4.09342 2.29221 7.38371 1.66033 9.76571 4.89642 6.62702 5.71182 3.42373 3.74609 6.91038 9.31811 6.64298 7.77531 8.43087 HEUR 2 11 20 69.9273 11 21 89.1059 11 40 99.6074 11 41 141.979 11 42 99.5506 11 43 278.61 11 44 144.922 11 45 142.324 11 46 138.219 11 47 112.989 11 30 74.1048 11 31 89.2345 11 32 100.095 11 33 74.1048 # ARGUMENTS VAR RATIO 10 TREE 12 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 4 9 15 18 6 2 11 15 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 7 2 0.894743 8 4 0.645739 9 2 0.443872 0 3 0.591843 14 3 0.2085 13 5 0.76154 1 2 0.595152 8 1 0.954491 10 1 0.637385 0 5 0.562737 15 2 0.445627 10 4 0.281786 14 3 0.619423 6 2 0.129392 5 4 0.291457 1 5 0.36187 6 3 0.946556 14 5 0.269474 11 1 0.00328796 11 5 0.688809 14 1 0.00590936 5 4 0.91485 6 5 0.595742 8 4 0.236172 9 1 0.312284 8 1 0.873713 12 4 0.911434 6 1 0.409332 3 4 0.377441 4 3 0.280515 14 1 0.202154 10 3 0.143181 10 1 0.511643 10 2 0.738363 12 4 0.135435 0 1 0.285266 6 4 0.786844 6 2 0.136758 STREAMCOST 1.98537 5.50215 9.37608 2.38989 2.13749 1.68686 6.44505 9.30116 3.6111 2.546 6.63876 5.58162 6.93528 2.75633 1.60954 5.85605 HEUR 2 12 20 44.6138 12 21 46.7936 12 40 52.5531 12 41 110.503 12 42 54.2666 12 43 243.222 12 44 132.747 12 45 103.244 12 46 61.1945 12 47 56.5806 12 30 46.1333 12 31 48.0035 12 32 49.5089 12 33 47.2856 # ARGUMENTS VAR RATIO 10 TREE 13 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 16 13 5 18 17 18 20 4 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 1 5 0.436251 10 2 0.109305 6 1 0.630686 15 2 0.194297 0 1 0.978726 4 4 0.650131 0 3 0.592259 11 3 0.963098 13 2 0.737236 3 5 0.845672 12 2 0.396525 11 2 0.153495 6 2 0.259837 1 5 0.749486 3 1 0.31262 1 2 0.224807 8 2 0.358612 0 5 0.254399 9 4 0.0579707 12 3 0.226014 2 4 0.757007 14 5 0.541611 15 2 0.319674 0 5 0.829318 11 5 0.0219255 1 1 0.171675 6 5 0.830101 9 5 0.349782 0 1 0.227729 1 3 0.560181 3 4 0.494562 15 4 0.748051 3 2 0.0446249 12 4 0.0710735 5 4 0.587922 11 4 0.0418086 13 2 0.857934 2 2 0.276083 6 2 0.43954 4 5 0.136233 14 4 0.394747 0 3 0.581438 11 1 0.082712 8 5 0.281519 10 2 0.703422 8 3 0.122331 3 1 0.926012 13 5 0.392199 13 1 0.639644 12 2 0.910129 14 5 0.174527 11 5 0.0993676 12 5 0.952861 9 4 0.900275 STREAMCOST 7.3732 6.07213 1.33151 1.08861 7.25763 9.94815 4.26454 2.19158 8.12186 7.23373 8.60016 4.00859 7.58456 2.62183 9.31038 2.26538 HEUR 2 13 20 40.6434 13 21 47.175 13 40 46.4028 13 41 138.035 13 42 56.2093 13 43 323.339 13 44 113.419 13 45 195.358 13 46 62.4502 13 47 59.3457 13 30 47.58 13 31 47.879 13 32 47.9049 13 33 47.58 # ARGUMENTS VAR RATIO 10 TREE 14 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 11 19 16 14 18 8 1 3 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 3 2 0.77005 6 2 0.466814 11 1 0.386885 9 1 0.228518 1 1 0.811145 15 2 0.0746599 6 4 0.276244 8 2 0.0926108 13 3 0.929177 6 2 0.548016 0 5 0.949507 15 5 0.662318 1 2 0.534074 7 4 0.775516 15 4 0.470532 1 5 0.651586 9 5 0.945348 3 4 0.392724 0 1 0.297868 13 2 0.289496 2 1 0.0175223 2 5 0.277964 4 1 0.77338 11 1 0.853815 3 5 0.287066 4 3 0.47413 14 4 0.100723 10 4 0.267618 10 2 0.882694 14 1 0.730842 2 1 0.0623835 3 4 0.888318 7 3 0.17757 3 3 0.346931 14 3 0.762829 12 4 0.133084 0 5 0.41399 6 3 0.476878 3 1 0.511658 4 3 0.945838 9 3 0.0554896 2 2 0.552147 9 4 0.561401 STREAMCOST 8.64124 9.39885 4.85712 9.23835 9.62278 8.75871 2.76121 8.94521 5.6493 4.13404 4.61435 3.5121 3.50935 3.93467 6.43681 6.35761 HEUR 2 14 20 31.6526 14 21 87.8495 14 40 93.9974 14 41 141.987 14 42 102.52 14 43 135.457 14 44 130.093 14 45 189.117 14 46 115.838 14 47 104.763 14 30 32.1586 14 31 89.3798 14 32 89.8538 14 33 32.1586 # ARGUMENTS VAR RATIO 10 TREE 15 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 17 17 4 12 2 3 8 17 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 9 4 0.823849 8 3 0.327778 14 3 0.2204 1 1 0.612864 0 4 0.917941 15 4 0.995227 3 2 0.547552 9 5 0.69715 14 2 0.127592 2 2 0.0529411 4 5 0.569105 2 4 0.617528 5 2 0.607852 10 3 0.285163 14 3 0.201367 0 1 0.649667 1 4 0.420494 15 3 0.109685 9 5 0.880373 1 2 0.84157 6 1 0.932277 14 2 0.514962 0 4 0.899727 10 4 0.214481 15 3 0.62162 14 5 0.691754 9 4 0.139279 11 4 0.0857632 8 4 0.00904439 9 4 0.324086 1 1 0.517394 4 4 0.00109263 12 2 0.940879 11 1 0.196587 3 5 0.365368 13 3 0.707087 9 3 0.993915 0 4 0.659451 STREAMCOST 7.14719 9.03865 1.8659 3.01671 4.9062 6.93561 2.16243 6.71078 2.93863 8.23288 8.65059 9.95244 4.3299 1.28518 3.05391 5.32193 HEUR 2 15 20 52.1508 15 21 59.341 15 40 67.2188 15 41 117.683 15 42 78.0726 15 43 225.049 15 44 94.7221 15 45 170.672 15 46 76.1785 15 47 75.415 15 30 60.428 15 31 68.6434 15 32 68.8941 15 33 60.421 # ARGUMENTS VAR RATIO 10 TREE 16 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 5 7 11 2 12 7 1 3 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 12 2 0.134511 3 2 0.271491 12 5 0.576035 3 1 0.356407 12 1 0.0320826 9 4 0.230405 10 4 0.391614 9 3 0.420104 9 4 0.71476 15 5 0.810039 15 3 0.765623 15 4 0.0477581 13 4 0.435431 10 4 0.527005 4 3 0.59482 11 5 0.682603 12 4 0.972517 1 4 0.199163 15 4 0.0754348 6 1 0.339185 2 1 0.355934 STREAMCOST 1.90517 7.63261 4.66522 4.74996 6.24624 3.31083 7.66648 4.65808 8.83325 7.5097 9.69874 3.7163 5.10008 8.57821 4.60381 2.56913 HEUR 2 16 20 48.9713 16 21 67.7121 16 40 94.2576 16 41 128.164 16 42 85.8488 16 43 214.2 16 44 127.074 16 45 111.69 16 46 117.027 16 47 109.2 16 30 58.5263 16 31 74.5759 16 32 91.8176 16 33 58.5263 # ARGUMENTS VAR RATIO 10 TREE 17 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 6 4 11 17 4 18 2 17 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 5 4 0.976751 12 3 0.872044 10 5 0.39309 4 4 0.236381 11 2 0.912999 11 2 0.0827355 6 4 0.674856 13 3 0.692897 8 4 0.331298 5 5 0.220192 3 2 0.761437 11 1 0.0641278 15 3 0.250369 7 1 0.640875 8 1 0.148575 9 4 0.960346 9 3 0.847836 9 1 0.988007 5 5 0.622205 7 2 0.0801513 7 5 0.524629 11 4 0.732112 1 5 0.393216 11 1 0.413063 7 3 0.502267 13 1 0.858862 14 2 0.599244 1 3 0.520959 15 3 0.152272 14 3 0.493102 8 3 0.29191 5 4 0.783006 9 5 0.957074 2 4 0.661113 15 1 0.445745 4 1 0.96663 1 3 0.387775 8 3 0.711173 STREAMCOST 4.63217 7.18689 8.5929 1.33272 9.93049 8.99354 4.95162 2.69726 9.44998 8.03825 9.23912 6.79534 1.81856 5.36859 1.7929 9.3614 HEUR 2 17 20 35.3375 17 21 36.4591 17 40 42.662 17 41 146.342 17 42 46.9024 17 43 305.99 17 44 114.378 17 45 205.906 17 46 60.3537 17 47 49.7995 17 30 42.7336 17 31 43.0629 17 32 44.5121 17 33 42.7395 # ARGUMENTS VAR RATIO 10 TREE 18 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 14 2 11 9 18 5 4 19 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 7 4 0.0153507 10 3 0.0353689 8 5 0.218285 6 4 0.475943 9 1 0.502075 5 5 0.326164 3 1 0.243008 12 5 0.523242 10 5 0.691317 12 5 0.629353 11 1 0.568436 12 3 0.378926 4 3 0.491559 1 3 0.153416 14 2 0.170787 5 3 0.0475051 14 2 0.30514 3 3 0.386451 7 5 0.78209 12 1 0.803534 9 1 0.783255 10 5 0.536465 11 3 0.964652 10 2 0.488268 2 3 0.807271 14 1 0.455556 12 4 0.965676 9 2 0.256353 5 4 0.419696 8 4 0.291443 4 5 0.537901 0 1 0.293188 13 5 0.200194 7 3 0.58402 14 1 0.371346 14 5 0.12132 12 4 0.255843 14 4 0.150726 6 2 0.76186 STREAMCOST 5.9403 7.86997 5.25225 2.26575 7.7172 7.1561 6.19757 1.38942 5.85223 5.44528 4.73695 2.62289 3.37143 1.39797 1.36419 4.81953 HEUR 2 18 20 35.8534 18 21 41.6307 18 40 50.2356 18 41 61.7606 18 42 44.7162 18 43 195.195 18 44 122.962 18 45 135.539 18 46 57.4223 18 47 47.9426 18 30 43.1194 18 31 45.6379 18 32 46.9281 18 33 43.8303 # ARGUMENTS VAR RATIO 10 TREE 19 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 2 9 16 9 5 15 3 6 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 2 3 0.904107 7 2 0.0312776 9 5 0.803739 2 1 0.728309 2 5 0.501377 14 3 0.834372 6 3 0.822958 5 1 0.164831 9 3 0.325321 12 4 0.442274 0 1 0.112121 2 5 0.997437 9 2 0.375019 14 2 0.163961 13 5 0.74358 6 4 0.652679 5 4 0.669062 6 5 0.911826 11 1 0.327408 7 4 0.249639 2 2 0.315479 11 4 0.361157 1 4 0.747195 15 2 0.422168 9 1 0.197785 1 5 0.205866 12 2 0.900724 6 2 0.835187 14 1 0.0862253 13 4 0.816657 STREAMCOST 1.84606 3.99786 9.92138 7.08069 2.47332 9.85092 2.49283 9.63279 7.15498 7.0295 8.75415 9.03665 5.5364 4.12802 6.8002 6.68499 HEUR 2 19 20 71.4462 19 21 78.5909 19 40 95.8088 19 41 224.408 19 42 101.475 19 43 322.826 19 44 143.623 19 45 247.931 19 46 149.725 19 47 147.147 19 30 88.1134 19 31 95.0414 19 32 95.4719 19 33 88.1134 # ARGUMENTS VAR RATIO 10 TREE 20 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 12 18 18 20 18 20 17 13 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 6 3 0.801373 6 1 0.662805 1 1 0.56532 11 1 0.253661 7 5 0.677111 2 1 0.806797 10 2 0.802017 1 5 0.731169 13 5 0.421017 0 5 0.237573 4 3 0.708461 12 3 0.972503 5 5 0.0448475 9 2 0.444375 14 3 0.56148 11 1 0.726641 9 4 0.394545 6 3 0.945396 4 4 0.506233 4 4 0.636487 4 5 0.884666 0 4 0.0770363 11 5 0.179917 12 5 0.736887 15 5 0.658879 3 1 0.105502 3 4 0.913015 7 5 0.759653 7 3 0.0487633 4 3 0.381783 2 4 0.378819 11 3 0.970605 15 4 0.0641064 7 5 0.128403 6 3 0.971803 6 2 0.255597 0 4 0.797309 14 5 0.667502 5 3 0.0915554 10 2 0.961077 14 5 0.52449 12 1 0.311103 13 2 0.559 15 2 0.516443 2 3 0.862028 10 4 0.689527 12 4 0.343511 7 3 0.951314 7 3 0.786962 5 5 0.203522 15 5 0.648625 7 1 0.702929 14 1 0.437324 11 5 0.660586 14 4 0.863891 14 4 0.793316 3 2 0.950169 14 4 0.0409453 6 4 0.138418 13 5 0.541927 6 4 0.465117 15 1 0.397447 7 3 0.77992 7 5 0.709919 6 1 0.0757448 1 1 0.116973 7 5 0.0978564 STREAMCOST 3.75614 7.6496 6.51964 8.94746 5.98196 1.58151 8.08429 3.35586 8.42202 1.15573 8.37291 5.49523 1.50836 3.93759 9.01301 7.09012 HEUR 2 20 20 43.7171 20 21 43.274 20 40 47.7486 20 41 133.088 20 42 51.2748 20 43 307.574 20 44 89.3482 20 45 202.44 20 46 58.3182 20 47 53.8485 20 30 46.9266 20 31 47.3659 20 32 47.3661 20 33 46.9266 # ARGUMENTS VAR RATIO 10 TREE 21 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 1 16 6 14 15 1 1 20 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 15 2 0.686538 13 4 0.467601 6 4 0.0807768 7 2 0.864086 1 4 0.955521 2 4 0.179246 5 5 0.947768 5 2 0.381035 11 1 0.720104 10 2 0.804178 0 5 0.426472 3 1 0.857342 11 1 0.380151 5 2 0.382279 12 3 0.349433 8 4 0.529077 5 3 0.54472 14 3 0.246576 10 2 0.241092 13 5 0.303867 10 4 0.216813 14 4 0.0699694 8 4 0.405934 0 3 0.50908 11 3 0.472369 11 5 0.779247 2 1 0.524772 1 1 0.604845 12 4 0.899594 2 2 0.614764 3 1 0.878067 7 3 0.980263 2 5 0.885303 11 2 0.462799 9 5 0.442704 STREAMCOST 7.59311 7.77867 1.0189 5.11749 7.05636 1.32954 6.20871 6.94669 5.31105 4.10506 4.92507 7.96366 4.26979 6.99102 3.55729 4.7682 HEUR 2 21 20 28.165 21 21 33.4933 21 40 38.1422 21 41 53.8143 21 42 41.0685 21 43 250.84 21 44 112.49 21 45 119.39 21 46 60.1677 21 47 55.5727 21 30 31.1934 21 31 35.273 21 32 67.5215 21 33 31.1934 # ARGUMENTS VAR RATIO 10 TREE 22 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 5 15 10 15 9 13 18 16 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 8 5 0.118748 4 1 0.862088 8 4 0.392637 11 1 0.0304536 2 4 0.623174 15 5 0.506545 13 5 0.807813 7 3 0.200029 2 5 0.569947 12 4 0.0579529 12 4 0.444918 7 4 0.851211 2 2 0.106156 3 1 0.872189 15 4 0.112444 13 3 0.0287326 12 4 0.255242 12 4 0.395937 2 1 0.653647 2 1 0.889496 7 4 0.362007 14 5 0.267044 2 4 0.690853 6 1 0.514669 4 3 0.739038 0 1 0.872386 0 2 0.813066 8 5 0.00740887 6 1 0.386318 14 3 0.212103 4 4 0.812449 6 4 0.736081 12 4 0.333581 14 1 0.614109 5 1 0.320255 1 2 0.756444 5 3 0.362645 9 4 0.863706 5 3 0.0355976 13 3 0.649139 10 3 0.978692 3 1 0.836247 0 3 0.888145 0 5 0.154617 1 5 0.0294659 0 1 0.47156 4 1 0.968449 8 1 0.695139 STREAMCOST 4.78785 1.46768 9.95958 9.44702 3.76637 4.87795 9.95516 9.74407 1.30003 4.38844 8.74398 6.20636 8.34042 3.49346 9.61169 2.61024 HEUR 2 22 20 26.951 22 21 27.1727 22 40 31.236 22 41 113.583 22 42 40.2639 22 43 374.913 22 44 114.478 22 45 246.302 22 46 48.2011 22 47 47.3895 22 30 27.4293 22 31 27.5477 22 32 27.5487 22 33 27.4293 # ARGUMENTS VAR RATIO 10 TREE 23 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 11 14 19 4 16 16 6 12 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 14 3 0.7986 6 2 0.29208 1 4 0.126725 13 3 0.936199 8 4 0.503535 4 1 0.7818 12 2 0.596051 1 4 0.551668 7 4 0.0744592 4 4 0.497693 6 5 0.0064283 12 1 0.330623 6 3 0.878266 10 3 0.979667 10 3 0.56835 9 2 0.132279 4 2 0.00502492 13 1 0.243837 8 3 0.647495 3 1 0.26985 11 4 0.605565 9 5 0.20624 13 5 0.518314 3 4 0.216838 1 1 0.954554 0 5 0.495973 8 3 0.282016 0 4 0.827224 6 1 0.627233 0 2 0.363531 4 1 0.397945 6 5 0.693933 13 1 0.28538 4 2 0.105613 7 5 0.384491 2 2 0.104107 8 1 0.096885 12 1 0.164265 3 1 0.962343 4 4 0.00191367 8 1 0.122347 3 5 0.547461 14 5 0.959645 1 3 0.79348 4 5 0.185193 10 4 0.768079 2 4 0.601119 12 4 0.234813 STREAMCOST 6.09683 7.29195 8.14941 7.0334 9.34534 7.9023 1.72776 5.45569 2.04866 3.67441 2.02421 4.33456 3.5914 5.63064 5.96262 9.15641 HEUR 2 23 20 56.8456 23 21 56.0877 23 40 57.5083 23 41 100.981 23 42 60.7953 23 43 273.611 23 44 185.705 23 45 132.837 23 46 75.2157 23 47 68.4254 23 30 56.6553 23 31 56.8653 23 32 56.8653 23 33 56.6553 # ARGUMENTS VAR RATIO 10 TREE 24 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 20 6 14 2 20 7 5 20 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 12 5 0.179464 2 4 0.315075 15 1 0.362812 5 1 0.934961 5 5 0.57111 1 1 0.19501 10 2 0.0655655 2 5 0.89337 1 4 0.199388 2 3 0.842438 7 3 0.765551 2 1 0.135458 10 3 0.275603 2 4 0.367074 8 5 0.20979 11 1 0.728044 12 3 0.474584 2 3 0.0842117 15 3 0.643525 15 3 0.323902 7 2 0.248831 6 2 0.218614 0 1 0.932405 5 2 0.617763 10 2 0.35674 10 1 0.329233 7 3 0.468924 14 1 0.818186 13 4 0.289341 12 4 0.531461 2 4 0.528271 4 4 0.697923 11 5 0.742617 15 3 0.99722 6 3 0.76505 14 1 0.019393 14 3 0.437043 4 4 0.658025 13 4 0.17621 8 3 0.336975 8 4 0.920328 13 5 0.15977 10 2 0.689699 2 2 0.736098 14 4 0.0552238 11 3 0.35238 STREAMCOST 8.08206 8.20365 9.34555 3.78611 2.41697 1.61277 6.02726 6.61812 5.06055 2.39409 7.74087 4.08863 8.55328 6.42493 1.41017 8.81029 HEUR 2 24 20 62.4388 24 21 87.8041 24 40 90.5107 24 41 126.618 24 42 100.155 24 43 265.014 24 44 116.327 24 45 190.09 24 46 109.84 24 47 104.378 24 30 79.4814 24 31 87.3845 24 32 88.0171 24 33 79.4991 # ARGUMENTS VAR RATIO 10 TREE 25 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 18 14 12 9 6 2 4 4 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 7 4 0.408136 11 1 0.415219 6 2 0.528463 13 1 0.712552 7 1 0.0479295 13 2 0.440821 13 2 0.662077 14 4 0.547778 13 2 0.0196892 0 5 0.206257 2 3 0.725973 2 2 0.836928 10 4 0.36767 2 2 0.766994 4 2 0.310728 7 2 0.215064 4 5 0.314952 12 1 0.676561 4 1 0.918062 10 4 0.0944396 4 5 0.715312 1 2 0.56683 5 1 0.616904 12 3 0.0336828 11 4 0.649725 11 2 0.491846 8 1 0.77505 15 1 0.0843622 5 3 0.923763 12 2 0.0856465 5 2 0.410529 14 2 0.478611 13 1 0.177006 4 1 0.762339 STREAMCOST 8.11361 9.62686 1.5003 7.86086 9.96792 3.88006 5.10927 8.12423 8.01438 5.40569 9.22124 3.66716 6.0829 6.41765 6.73514 2.99756 HEUR 2 25 20 51.8524 25 21 58.9316 25 40 75.1776 25 41 129.853 25 42 76.784 25 43 266.421 25 44 150.411 25 45 189.118 25 46 117.836 25 47 96.9944 25 30 54.2725 25 31 61.723 25 32 75.769 25 33 54.2725 # ARGUMENTS VAR RATIO 10 TREE 26 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 7 15 11 6 16 12 16 2 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 5 3 0.975725 6 4 0.665778 0 3 0.985406 4 2 0.224414 4 4 0.313728 3 4 0.338831 7 2 0.271451 2 5 0.282308 6 4 0.267752 4 5 0.844747 7 2 0.700597 10 3 0.246308 11 5 0.0615164 4 1 0.579829 4 4 0.612245 15 1 0.458666 6 2 0.67962 7 5 0.672456 4 2 0.103709 4 5 0.696183 8 2 0.00504431 2 2 0.333454 12 2 0.275627 1 2 0.358256 1 2 0.18766 12 2 0.996516 10 4 0.227116 9 3 0.411136 11 2 0.877683 7 5 0.43728 14 5 0.857342 5 3 0.554321 9 1 0.785251 10 3 0.744548 9 4 0.573568 14 4 0.738832 15 5 0.132864 3 1 0.941842 11 2 0.0584183 11 3 0.100483 7 1 0.0958267 STREAMCOST 6.33346 8.2042 5.52059 1.54276 3.46955 6.04181 6.10585 4.86859 5.43336 3.38647 1.75669 5.43466 1.80612 1.63369 6.66697 1.77512 HEUR 2 26 20 30.2159 26 21 31.7824 26 40 33.6191 26 41 76.7017 26 42 36.6388 26 43 255.136 26 44 51.8989 26 45 139.375 26 46 30.9093 26 47 30.1163 26 30 32.5092 26 31 32.5955 26 32 32.7739 26 33 32.5092 # ARGUMENTS VAR RATIO 10 TREE 27 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 9 10 17 19 15 10 18 8 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 8 3 0.214267 3 5 0.51437 0 4 0.589057 15 1 0.0354171 0 5 0.751727 11 5 0.183192 11 5 0.838354 8 1 0.709649 11 4 0.150031 15 2 0.391868 12 5 0.558364 7 4 0.903727 4 4 0.0387348 6 2 0.0719533 13 3 0.0718777 8 2 0.555063 2 2 0.436442 15 2 0.621737 5 4 0.076029 11 4 0.947095 6 2 0.503605 1 2 0.727712 10 2 0.849363 5 1 0.0597464 14 1 0.871613 3 2 0.034821 1 4 0.958792 3 1 0.668684 5 4 0.567344 11 5 0.833901 6 1 0.467954 2 1 0.0964979 14 1 0.191253 7 4 0.934889 1 5 0.3145 13 4 0.84515 9 1 0.41492 14 1 0.908526 4 2 0.954836 8 4 0.574084 9 1 0.752233 9 4 0.970656 1 5 0.196736 1 5 0.0286983 5 2 0.325153 10 1 0.218513 2 5 0.716703 4 4 0.695649 10 4 0.580799 9 4 0.404952 13 4 0.132197 STREAMCOST 5.68483 1.40239 7.82332 5.35365 9.58178 4.12375 9.5976 6.84599 5.75937 4.37705 1.31642 7.99398 6.84869 7.43916 8.08255 4.62552 HEUR 2 27 20 39.1896 27 21 41.4327 27 40 46.0918 27 41 168.692 27 42 45.7382 27 43 355.463 27 44 71.1849 27 45 172.655 27 46 89.6928 27 47 66.9007 27 30 44.0749 27 31 44.0755 27 32 44.0808 27 33 44.0749 # ARGUMENTS VAR RATIO 10 TREE 28 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 15 4 12 6 3 4 8 8 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 10 2 0.632164 12 1 0.156282 14 5 0.634612 7 5 0.833234 4 2 0.0526723 1 1 0.6737 7 3 0.651341 14 1 0.997128 7 2 0.700964 11 5 0.284732 12 4 0.519947 7 5 0.868016 12 1 0.164307 15 1 0.0488857 11 4 0.410243 10 3 0.0464591 8 1 0.355077 5 1 0.752645 12 2 0.843948 8 3 0.354181 12 3 0.168668 4 1 0.851739 9 4 0.0127447 4 1 0.775479 1 5 0.471423 11 2 0.855552 12 5 0.953744 13 3 0.38213 2 4 0.428533 STREAMCOST 4.73955 9.22234 3.17921 9.5722 1.55126 3.9921 8.35764 5.58215 4.45269 7.14004 9.80956 4.87838 4.43685 3.92865 6.67135 9.03098 HEUR 2 28 20 42.5299 28 21 72.6975 28 40 76.0117 28 41 124.3 28 42 82.1128 28 43 253.643 28 44 126.476 28 45 128.593 28 46 91.0321 28 47 87.2935 28 30 48.8669 28 31 67.7879 28 32 75.4741 28 33 48.8669 # ARGUMENTS VAR RATIO 10 TREE 29 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 18 17 6 7 2 20 16 10 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 15 2 0.993905 0 4 0.473384 14 3 0.79792 12 5 0.374652 6 5 0.105825 7 1 0.367349 6 5 0.466623 6 4 0.141086 3 5 0.602755 10 3 0.84456 0 1 0.202515 5 3 0.16782 15 4 0.595364 4 5 0.0818059 7 4 0.174808 15 3 0.733514 1 4 0.955849 8 3 0.578778 6 4 0.00469258 8 2 0.477047 11 5 0.0892683 7 4 0.207044 7 2 0.0912818 2 3 0.577672 14 1 0.486181 13 2 0.913912 0 4 0.95268 10 3 0.704171 7 3 0.378368 11 1 0.369698 11 3 0.761563 10 4 0.0681266 15 3 0.907251 11 4 0.426922 14 4 0.756225 9 5 0.26819 1 5 0.720919 2 4 0.383382 6 1 0.23422 7 1 0.632996 10 5 0.768671 9 5 0.267631 10 2 0.397281 1 4 0.63881 9 3 0.489802 11 3 0.683677 4 4 0.89296 STREAMCOST 8.96677 4.60578 8.99187 7.08858 1.67789 8.74559 7.5424 6.44858 9.42708 3.8627 7.60798 9.72656 1.53767 8.9123 1.58393 9.6982 HEUR 2 29 20 66.9487 29 21 80.0978 29 40 92.0568 29 41 169.926 29 42 84.6862 29 43 349.454 29 44 178.28 29 45 277.008 29 46 114.151 29 47 102.712 29 30 72.5606 29 31 80.9304 29 32 92.1136 29 33 72.5606 # ARGUMENTS VAR RATIO 10 TREE 30 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 13 19 8 5 14 9 4 13 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 5 3 0.7277 2 1 0.0308219 3 5 0.0212059 4 4 0.0571346 9 2 0.0139276 5 1 0.986384 9 5 0.583136 9 3 0.993103 4 5 0.176908 13 1 0.161718 3 2 0.867586 4 3 0.340863 0 2 0.324593 10 4 0.050654 2 5 0.447634 0 2 0.531639 11 1 0.629914 11 3 0.117088 13 1 0.118552 14 3 0.310712 5 2 0.680015 12 1 0.409961 13 3 0.547397 2 5 0.13435 9 1 0.0693147 6 1 0.0966495 11 3 0.264056 3 5 0.826902 0 4 0.655846 4 5 0.956913 15 5 0.535244 4 5 0.619486 10 1 0.724109 1 4 0.903046 2 1 0.619667 2 2 0.399274 1 3 0.320549 10 2 0.988659 2 2 0.90099 4 4 0.705172 STREAMCOST 1.27383 4.85927 6.04283 8.38083 2.87895 8.82478 2.17683 8.02313 7.2708 2.85835 3.07071 8.66365 1.87522 4.31501 8.13866 9.10231 HEUR 2 30 20 50.8455 30 21 57.1796 30 40 58.8564 30 41 91.2178 30 42 63.5973 30 43 270.406 30 44 142.797 30 45 231.831 30 46 69.2254 30 47 66.7001 30 30 57.4477 30 31 60.9369 30 32 60.9826 30 33 57.4477 # ARGUMENTS VAR RATIO 10 TREE 31 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 6 1 20 7 16 13 20 13 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 12 5 0.180233 2 3 0.655092 13 5 0.439038 10 3 0.577332 0 3 0.432179 14 3 0.266983 5 4 0.618832 7 2 0.895648 2 3 0.374904 7 4 0.808061 5 3 0.552 1 4 0.114011 10 3 0.90441 11 4 0.866466 5 2 0.986349 6 5 0.249684 8 5 0.582685 1 3 0.0979142 5 2 0.0794259 4 2 0.20275 0 5 0.307943 5 1 0.603349 13 1 0.892379 0 5 0.241659 15 3 0.46333 11 3 0.631946 15 2 0.310108 0 3 0.0758048 3 5 0.395417 13 3 0.716787 5 2 0.966165 2 5 0.635512 2 4 0.268567 15 3 0.688894 0 4 0.155899 10 2 0.889863 13 5 0.0347887 7 4 0.492781 7 2 0.547308 9 2 0.175421 13 1 0.861114 12 2 0.205854 10 3 0.246095 14 4 0.117721 3 2 0.746418 10 5 0.880514 STREAMCOST 1.00424 4.69382 2.27744 5.23448 9.91029 8.53824 3.22207 7.31945 4.24637 6.15017 5.87469 1.3376 5.19784 7.03366 1.59216 2.98088 HEUR 2 31 20 34.4086 31 21 33.8046 31 40 40.3304 31 41 120.096 31 42 38.9933 31 43 221.666 31 44 127.044 31 45 139.916 31 46 63.833 31 47 63.2601 31 30 39.1609 31 31 39.304 31 32 40.8157 31 33 39.1609 # ARGUMENTS VAR RATIO 10 TREE 32 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 18 2 8 9 12 7 20 16 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 12 2 0.636921 4 5 0.552883 1 3 0.14112 12 1 0.700773 5 4 0.22827 4 4 0.210315 6 3 0.752095 2 1 0.171364 0 2 0.643456 0 3 0.226387 3 4 0.615135 10 2 0.53294 10 4 0.508252 13 2 0.374856 6 5 0.387858 14 5 0.586889 9 4 0.677465 4 1 0.388367 4 1 0.027476 3 2 0.755054 5 3 0.0915173 10 1 0.957562 4 1 0.511484 2 2 0.406676 11 2 0.48234 8 3 0.830579 15 4 0.488171 2 2 0.381309 15 2 0.158021 11 4 0.253798 0 4 0.0884187 4 3 0.0451208 9 5 0.647607 8 1 0.741188 5 3 0.970357 15 1 0.159584 0 3 0.841732 7 2 0.682515 7 4 0.240693 0 1 0.565999 2 5 0.0439328 13 2 0.205986 13 4 0.17058 6 1 0.450275 10 1 0.791313 STREAMCOST 1.06161 3.72879 5.57515 8.28763 4.49958 1.45007 6.2052 3.00526 2.40879 6.60046 9.04049 5.84553 1.09987 7.4618 7.87129 8.89025 HEUR 2 32 20 30.628 32 21 34.2602 32 40 36.3032 32 41 81.7317 32 42 38.528 32 43 216.288 32 44 109.047 32 45 127.431 32 46 51.2978 32 47 44.3191 32 30 33.3414 32 31 34.9788 32 32 35.5046 32 33 33.3414 # ARGUMENTS VAR RATIO 10 TREE 33 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 5 14 9 14 9 19 6 3 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 2 2 0.844459 8 2 0.850293 12 4 0.834003 0 5 0.0162784 15 4 0.429036 6 4 0.792851 5 5 0.797489 12 3 0.984496 8 2 0.763329 6 1 0.564581 7 1 0.898191 8 4 0.424707 4 1 0.420863 6 3 0.380988 15 5 0.56071 3 5 0.0952812 2 4 0.235905 3 3 0.658919 10 1 0.963871 2 5 0.717553 5 3 0.341829 6 5 0.870838 6 4 0.666408 12 3 0.827163 9 2 0.784421 13 5 0.158077 5 3 0.672724 15 5 0.0306333 11 2 0.80613 15 2 0.0819797 5 1 0.159965 8 5 0.219448 13 1 0.825923 13 4 0.709171 8 4 0.552696 13 3 0.56772 15 2 0.986536 STREAMCOST 3.35563 5.59163 2.72176 7.80104 6.56761 9.42936 9.94156 7.31764 3.2445 4.89047 4.04171 2.09841 6.83365 6.67258 5.44829 7.90641 HEUR 2 33 20 70.2643 33 21 85.4537 33 40 104.331 33 41 174.272 33 42 114.252 33 43 281.793 33 44 187.129 33 45 143.21 33 46 103.962 33 47 94.7317 33 30 81.604 33 31 99.982 33 32 99.9974 33 33 81.604 # ARGUMENTS VAR RATIO 10 TREE 34 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 1 4 16 9 2 9 13 9 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 0 2 0.655924 8 5 0.507998 3 2 0.807052 4 1 0.21179 10 2 0.830843 9 2 0.529531 7 3 0.174024 11 5 0.963983 0 2 0.851403 6 5 0.654036 15 5 0.0910233 10 5 0.935239 1 5 0.0444567 3 4 0.195075 13 3 0.935801 4 4 0.0181526 5 5 0.47072 9 5 0.891258 15 3 0.163826 15 4 0.387274 0 5 0.0787341 7 5 0.243738 15 3 0.892087 11 4 0.732316 3 4 0.498863 10 5 0.263015 3 3 0.78274 9 4 0.90022 9 2 0.459982 STREAMCOST 8.75989 3.49688 5.95094 8.39334 3.85257 9.36503 2.24628 4.55241 1.21896 9.12773 5.40333 6.76504 6.71222 1.62489 4.27207 5.49715 HEUR 2 34 20 12.3784 34 21 24.0793 34 40 75.762 34 41 30.6727 34 42 37.4643 34 43 59.2163 34 44 109.212 34 45 22.8215 34 46 84.6334 34 47 79.0817 34 30 12.9353 34 31 27.1026 34 32 77.5671 34 33 12.9353 # ARGUMENTS VAR RATIO 10 TREE 35 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 10 9 7 14 5 5 6 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 2 4 0.697435 7 4 0.933051 5 4 0.531047 10 3 0.311659 6 1 0.147243 2 2 0.766112 9 3 0.470715 7 3 0.752663 13 5 0.968082 2 1 0.949186 5 1 0.387308 15 3 0.440132 10 1 0.705958 10 5 0.265363 15 3 0.654186 1 4 0.859611 0 1 0.189001 8 1 0.455568 5 3 0.0323233 11 3 0.0406193 3 2 0.120959 5 4 0.958537 4 3 0.236579 9 3 0.375987 11 2 0.542938 8 4 0.527161 STREAMCOST 1.25192 8.70536 9.15464 7.68331 4.80922 6.13563 2.76309 6.83874 9.7402 1.13189 7.54732 1.65318 9.51668 6.21636 3.19143 9.0728 HEUR 2 35 20 58.6858 35 21 93.113 35 40 97.5344 35 41 156.658 35 42 98.0497 35 43 324.242 35 44 162.372 35 45 219.228 35 46 112.375 35 47 104.116 35 30 65.6984 35 31 95.1391 35 32 95.2252 35 33 65.6984 # ARGUMENTS VAR RATIO 10 TREE 36 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 15 2 13 15 20 17 3 18 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 14 3 0.12481 12 2 0.997357 6 3 0.177752 11 1 0.839428 12 5 0.951172 10 2 0.0043689 15 2 0.773805 5 5 0.626733 7 4 0.937667 7 2 0.243204 8 3 0.5806 0 2 0.0208388 12 1 0.181534 0 1 0.239862 10 5 0.183957 14 2 0.959897 13 1 0.0849796 11 3 0.418458 9 1 0.586163 6 3 0.927981 4 5 0.733247 6 2 0.400841 12 3 0.916183 10 3 0.268633 2 1 0.895792 14 5 0.936774 14 4 0.07235 5 5 0.231633 14 3 0.222739 8 1 0.188291 3 2 0.505366 13 3 0.941469 11 3 0.816727 10 1 0.00855102 9 5 0.400489 6 2 0.170814 12 2 0.328874 11 4 0.0132212 6 5 0.945591 11 3 0.608511 8 3 0.174169 4 2 0.849986 15 1 0.0186518 13 5 0.599956 7 2 0.794241 1 2 0.0596405 8 1 0.464304 10 4 0.793081 10 1 0.224542 STREAMCOST 6.94335 5.14084 8.51623 2.30559 2.94213 3.05308 5.01119 9.21057 6.02075 8.57024 5.798 3.58145 6.95326 5.37015 6.19713 6.24607 HEUR 2 36 20 52.2273 36 21 54.7455 36 40 66.9628 36 41 150.258 36 42 68.5246 36 43 310.53 36 44 90.6122 36 45 140.151 36 46 91.1374 36 47 75.8101 36 30 58.6898 36 31 59.2587 36 32 59.7561 36 33 58.6898 # ARGUMENTS VAR RATIO 10 TREE 37 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 19 3 10 11 4 16 12 7 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 8 3 0.650392 15 3 0.965501 2 5 0.412141 14 3 0.584153 4 3 0.458672 15 1 0.0713702 8 4 0.344435 7 3 0.781309 2 3 0.264778 5 2 0.137449 13 3 0.396787 15 3 0.79265 1 2 0.146621 1 1 0.220046 7 4 0.146282 3 1 0.12182 13 3 0.488265 4 2 0.371309 2 4 0.922417 8 5 0.407043 11 2 0.864372 7 3 0.610632 7 2 0.0582543 11 2 0.766766 5 2 0.573112 13 4 0.689942 5 5 0.674327 10 4 0.172933 11 3 0.0880213 8 1 0.682413 10 1 0.400797 0 5 0.517181 6 1 0.802765 7 2 0.024816 3 5 0.297716 2 5 0.975599 9 5 0.829063 5 4 0.57676 11 4 0.390142 STREAMCOST 7.20109 5.83275 6.78708 4.94953 5.33164 1.16983 8.36282 1.61475 1.97422 3.12096 8.33741 8.78971 3.12265 5.69009 1.30345 8.29089 HEUR 2 37 20 47.4243 37 21 53.654 37 40 59.0609 37 41 106.892 37 42 66.1653 37 43 207.263 37 44 120.239 37 45 143.059 37 46 77.6168 37 47 73.4523 37 30 50.46 37 31 54.9343 37 32 55.3836 37 33 51.126 # ARGUMENTS VAR RATIO 10 TREE 38 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 8 18 18 19 19 18 15 9 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 14 4 0.236286 4 2 0.317404 5 1 0.520636 13 3 0.75975 9 4 0.295328 13 1 0.122899 15 5 0.0369809 14 3 0.644417 5 3 0.654779 3 1 0.850925 15 5 0.0884656 12 5 0.909635 8 5 0.511992 11 5 0.712941 7 1 0.448446 11 4 0.3283 12 3 0.893379 11 4 0.606113 0 2 0.486319 5 4 0.2339 4 1 0.998893 2 3 0.789126 7 5 0.717852 14 4 0.73432 4 2 0.303269 14 4 0.727873 10 3 0.728512 1 3 0.586363 6 2 0.97467 11 4 0.0916908 8 1 0.537906 3 2 0.836683 3 2 0.0684895 11 2 0.836894 5 5 0.621291 8 2 0.736881 4 4 0.583086 8 3 0.836014 13 4 0.277554 1 5 0.761546 11 3 0.222147 13 5 0.0215962 3 1 0.862649 4 2 0.342333 1 3 0.0769774 9 4 0.385678 7 5 0.193029 7 4 0.278239 3 3 0.603934 2 1 0.683084 14 4 0.00635308 7 3 0.115693 14 3 0.332856 12 2 0.808905 5 1 0.190336 10 1 0.954867 6 5 0.968766 9 1 0.0849825 1 2 0.192655 14 3 0.665794 STREAMCOST 6.9132 9.89929 1.43897 9.20994 2.47943 2.113 9.7005 2.30148 6.03181 1.47824 5.51547 8.90941 8.5936 2.61731 2.99918 2.39415 HEUR 2 38 20 33.185 38 21 32.8184 38 40 37.4312 38 41 68.9136 38 42 39.6869 38 43 319.657 38 44 120.203 38 45 154.508 38 46 39.9396 38 47 36.3452 38 30 36.513 38 31 36.5441 38 32 36.5452 38 33 36.513 # ARGUMENTS VAR RATIO 10 TREE 39 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 11 1 16 17 17 8 3 17 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 4 1 0.690766 9 1 0.326468 15 5 0.834112 5 4 0.139693 11 3 0.114357 11 3 0.402564 9 4 0.308674 13 4 0.340941 14 4 0.703852 3 5 0.540315 6 3 0.52125 12 4 0.589656 0 3 0.563305 7 3 0.914335 10 2 0.870397 8 3 0.366623 5 3 0.327782 0 5 0.833042 14 3 0.649541 4 2 0.233312 0 3 0.0491226 2 3 0.581363 2 2 0.923184 8 3 0.0350396 2 2 0.359222 13 1 0.533663 6 1 0.941108 4 4 0.00109761 6 5 0.786008 7 2 0.101125 2 5 0.677811 3 5 0.308159 6 3 0.174313 1 3 0.143657 15 3 0.529147 9 3 0.67386 14 4 0.732492 3 1 0.429582 3 4 0.422098 15 1 0.704266 9 4 0.245325 13 5 0.246824 STREAMCOST 1.72663 7.92852 6.72224 6.03365 2.01936 6.56554 3.30555 4.53047 3.91414 6.44409 7.00268 4.05065 8.31718 6.85453 8.52368 6.73996 HEUR 2 39 20 12.6688 39 21 15.9187 39 40 51.8545 39 41 50.0704 39 42 48.2979 39 43 138.121 39 44 83.4243 39 45 57.6598 39 46 13.9335 39 47 13.326 39 30 13.3746 39 31 27.6248 39 32 50.3169 39 33 13.3746 # ARGUMENTS VAR RATIO 10 TREE 40 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 9 13 2 3 16 15 6 3 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 6 4 0.170905 9 1 0.167323 8 1 0.340744 7 3 0.328761 0 3 0.2566 0 5 0.985316 1 2 0.613017 2 4 0.307591 7 1 0.633443 5 3 0.00858416 15 5 0.879857 3 1 0.919879 1 4 0.895141 3 1 0.187412 11 1 0.133722 15 1 0.138325 7 3 0.823827 13 3 0.160969 10 1 0.383566 0 5 0.817762 2 1 0.866529 9 3 0.272779 2 5 0.87631 10 1 0.699391 8 1 0.283892 14 1 0.544 10 3 0.519644 12 2 0.324032 11 3 0.965794 9 1 0.160985 3 1 0.461265 STREAMCOST 3.99211 9.33495 4.64597 4.6372 5.20345 9.14026 4.58086 9.19442 6.04804 5.10849 3.69199 7.73073 1.10186 3.22609 4.17474 7.86048 HEUR 2 40 20 42.1869 40 21 67.4368 40 40 76.7329 40 41 135.872 40 42 78.6164 40 43 284.177 40 44 99.334 40 45 128.932 40 46 84.0266 40 47 78.3422 40 30 49.5313 40 31 66.0709 40 32 71.1731 40 33 52.2153 # ARGUMENTS VAR RATIO 10 TREE 41 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 6 14 1 7 14 4 1 13 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 9 2 0.691796 12 2 0.165883 4 4 0.156287 7 4 0.169596 15 3 0.681321 12 5 0.251057 14 4 0.81534 1 5 0.14112 0 3 0.240948 7 2 0.337744 6 3 0.479252 13 2 0.771439 6 1 0.558269 2 2 0.507795 9 4 0.378119 15 2 0.678607 5 4 0.703023 11 4 0.769011 10 2 0.100209 6 1 0.754725 8 5 0.855396 15 1 0.406181 3 5 0.82957 9 4 0.086339 8 2 0.90939 6 3 0.138 7 3 0.483682 1 1 0.23872 STREAMCOST 6.0647 4.4711 5.78082 5.19525 8.96607 4.96013 2.1166 3.09441 1.52983 4.60042 4.01495 7.30972 6.80563 3.99483 4.17585 1.48773 HEUR 2 41 20 31.3058 41 21 40.4936 41 40 48.3992 41 41 63.8671 41 42 46.5724 41 43 187.178 41 44 58.3653 41 45 112.434 41 46 59.2244 41 47 54.2462 41 30 33.6721 41 31 42.6829 41 32 51.0528 41 33 36.5929 # ARGUMENTS VAR RATIO 10 TREE 42 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 8 16 20 4 15 16 12 12 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 5 1 0.0635584 5 2 0.668841 5 4 0.729606 9 4 0.274722 14 3 0.472215 6 1 0.971712 11 5 0.760785 11 3 0.235985 12 2 0.493796 0 3 0.710663 6 1 0.0254191 7 1 0.201719 0 5 0.63641 7 2 0.563276 8 4 0.907566 2 2 0.604417 6 3 0.755551 3 2 0.942854 1 3 0.289751 11 1 0.880468 14 4 0.80812 4 4 0.105494 13 3 0.803672 3 1 0.41651 14 5 0.539342 5 5 0.122088 14 2 0.318003 14 1 0.272132 3 4 0.427108 0 5 0.352569 13 2 0.00695213 2 3 0.534089 6 3 0.222108 11 1 0.269412 5 2 0.94291 2 2 0.218764 8 3 0.703019 6 2 0.0648922 15 2 0.962447 3 2 0.696304 7 4 0.300878 2 2 0.99774 0 2 0.609564 15 3 0.411037 0 1 0.278646 5 5 0.634351 3 4 0.144895 8 3 0.447783 15 3 0.242055 9 4 0.0808533 12 2 0.237638 STREAMCOST 3.17944 7.55395 8.22826 4.31005 5.23271 6.69075 9.85081 6.70177 4.58942 5.82197 8.34789 1.81261 8.18511 8.51772 2.35646 3.88702 HEUR 2 42 20 35.7205 42 21 36.5434 42 40 42.1423 42 41 127.283 42 42 41.8709 42 43 272.096 42 44 120.802 42 45 164.479 42 46 50.5875 42 47 41.2394 42 30 38.904 42 31 38.942 42 32 38.9872 42 33 38.904 # ARGUMENTS VAR RATIO 10 TREE 43 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 3 10 13 3 3 3 5 4 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 7 5 0.608998 10 2 0.628786 14 2 0.932282 14 1 0.206891 12 3 0.916869 15 3 0.735727 4 3 0.604836 8 4 0.411255 5 4 0.565226 6 1 0.670145 6 4 0.775865 9 1 0.540034 13 2 0.811618 3 5 0.795739 8 2 0.79632 10 3 0.299617 14 1 0.697036 6 1 0.31027 15 2 0.744938 STREAMCOST 6.29294 4.899 3.20809 9.93584 7.72994 6.22007 7.48132 9.11629 7.25735 9.37021 1.92469 3.77653 9.49278 7.79769 5.53006 9.45301 HEUR 2 43 20 95.3672 43 21 124.493 43 40 152.326 43 41 165.68 43 42 141.678 43 43 323.832 43 44 174.372 43 45 215.761 43 46 158.816 43 47 153.659 43 30 101.313 43 31 125.931 43 32 132.194 43 33 110.092 # ARGUMENTS VAR RATIO 10 TREE 44 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 17 9 3 1 15 13 8 4 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 6 2 0.330996 8 3 0.886242 1 4 0.797977 0 2 0.658274 14 5 0.901744 3 1 0.934224 13 3 0.675606 10 1 0.226775 4 1 0.564249 13 3 0.68078 10 4 0.632432 10 5 0.41428 11 1 0.744856 3 1 0.21181 7 4 0.866751 12 1 0.0776011 2 5 0.11268 3 5 0.127129 0 4 0.499429 9 3 0.195906 12 4 0.347479 12 5 0.856665 4 2 0.551129 2 1 0.177629 9 3 0.643044 15 4 0.0603928 1 2 0.344776 12 4 0.779732 2 2 0.00254124 13 2 0.0377053 11 1 0.418934 14 2 0.708948 STREAMCOST 2.90975 2.91295 3.81723 3.39828 4.33396 2.86942 2.18874 1.96134 7.0957 5.38592 5.58826 8.63428 8.71683 1.49741 1.00327 1.69195 HEUR 2 44 20 59.5081 44 21 70.1668 44 40 73.5827 44 41 101.474 44 42 78.9473 44 43 187.474 44 44 119.614 44 45 103.676 44 46 89.0787 44 47 87.481 44 30 62.6392 44 31 73.4953 44 32 73.4957 44 33 64.3242 # ARGUMENTS VAR RATIO 10 TREE 45 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 20 7 11 14 6 9 2 20 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 2 5 0.304913 12 4 0.969447 15 3 0.733119 11 1 0.381603 2 1 0.0642322 1 3 0.655292 13 3 0.557535 2 5 0.0351566 12 5 0.940878 2 4 0.561775 4 1 0.907454 0 4 0.512089 1 3 0.604238 11 4 0.265731 3 2 0.988986 12 5 0.657798 6 1 0.722755 13 4 0.831306 8 3 0.297884 11 3 0.297263 9 4 0.0444216 9 3 0.236715 15 1 0.226716 12 3 0.956914 1 2 0.967389 13 3 0.955552 0 4 0.0747567 7 1 0.408917 5 5 0.184521 8 1 0.659473 3 3 0.407215 13 1 0.879433 5 2 0.147653 13 2 0.525746 11 1 0.874276 12 5 0.354788 1 4 0.534612 4 3 0.318349 15 1 0.604615 3 5 0.0092852 12 2 0.655302 14 2 0.348818 5 3 0.109495 STREAMCOST 2.6363 3.78129 3.04138 6.29783 8.57683 4.49797 3.83749 7.75585 1.01894 8.83231 5.55034 9.38907 9.47038 6.42241 5.86106 5.30539 HEUR 2 45 20 49.903 45 21 55.9401 45 40 60.6431 45 41 140.777 45 42 73.4391 45 43 285.799 45 44 117.945 45 45 234.164 45 46 78.6802 45 47 77.0862 45 30 53.488 45 31 55.5495 45 32 55.9517 45 33 53.488 # ARGUMENTS VAR RATIO 10 TREE 46 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 16 6 13 14 5 19 16 5 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 15 4 0.635526 1 1 0.367252 3 3 0.69696 12 2 0.466583 4 4 0.751126 8 5 0.332256 4 1 0.555681 14 4 0.22877 15 2 0.231308 2 5 0.655261 3 1 0.431245 1 4 0.701856 11 4 0.615389 8 4 0.659069 4 2 0.22745 1 3 0.714836 10 4 0.708505 0 1 0.12294 1 3 0.575063 5 4 0.486426 15 1 0.195049 6 4 0.430078 2 4 0.480491 3 5 0.206948 0 1 0.294206 0 2 0.664634 14 2 0.601601 15 1 0.595094 7 2 0.726553 12 2 0.847805 11 1 0.270717 13 1 0.175326 9 5 0.42368 2 3 0.112219 15 3 0.757926 15 4 0.00125756 11 1 0.291433 0 2 0.0710271 6 2 0.00340493 5 3 0.527272 14 2 0.849376 11 2 0.240617 7 1 0.35303 15 3 0.876761 12 1 0.782067 STREAMCOST 3.56042 4.01795 2.04623 8.71748 8.39063 5.67749 1.93626 9.15788 2.16275 6.38454 1.58377 6.00262 7.34378 6.61801 5.33236 1.00558 HEUR 2 46 20 45.323 46 21 45.9899 46 40 49.3826 46 41 88.2076 46 42 51.8585 46 43 236.003 46 44 83.3284 46 45 125.396 46 46 57.955 46 47 56.5267 46 30 46.848 46 31 48.3363 46 32 48.5695 46 33 46.848 # ARGUMENTS VAR RATIO 10 TREE 47 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 3 18 20 19 15 17 8 8 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 6 2 0.545172 4 4 0.930221 7 3 0.563574 10 3 0.20022 5 2 0.758019 8 5 0.401798 7 4 0.863137 14 4 0.971401 8 5 0.799794 2 2 0.946555 0 4 0.808336 10 4 0.499658 4 5 0.45544 3 2 0.490578 15 3 0.349682 6 1 0.387192 0 4 0.611634 5 2 0.884701 7 3 0.982909 11 1 0.474989 5 1 0.97676 4 4 0.740913 12 4 0.0797121 2 1 0.0316682 2 2 0.0385682 1 4 0.397079 9 2 0.642779 10 1 0.650196 8 2 0.901846 11 1 0.732249 12 3 0.257528 4 5 0.9639 10 5 0.493215 14 3 0.912532 12 5 0.801974 14 1 0.870282 4 5 0.169971 6 3 0.804105 11 5 0.864605 8 5 0.827304 4 2 0.829024 0 4 0.638523 2 3 0.588703 11 3 0.225891 3 3 0.293452 5 4 0.120395 5 4 0.325956 0 4 0.265545 0 4 0.355314 12 2 0.23944 12 2 0.399663 4 2 0.80486 STREAMCOST 5.92564 4.14532 6.53401 7.91955 7.09523 4.60326 9.50523 6.03952 7.21217 1.48466 1.53099 3.8385 8.50128 1.80853 7.94541 8.63846 HEUR 2 47 20 86.7997 47 21 96.8778 47 40 104.809 47 41 181.163 47 42 115.766 47 43 316.358 47 44 165.154 47 45 171.807 47 46 124.626 47 47 120.806 47 30 91.4755 47 31 101.676 47 32 101.697 47 33 91.4755 # ARGUMENTS VAR RATIO 10 TREE 48 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 1 9 18 6 6 14 6 3 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 7 5 0.810057 9 3 0.88956 0 3 0.745651 11 3 0.382789 2 5 0.871652 6 5 0.142665 14 5 0.101248 0 2 0.0916429 12 3 0.336544 0 2 0.689408 13 2 0.0580573 11 4 0.606762 3 5 0.736465 1 5 0.616506 1 3 0.0739511 5 5 0.337701 6 1 0.78857 13 4 0.744368 0 2 0.421472 7 2 0.573932 10 2 0.191124 4 2 0.984162 2 3 0.472456 1 1 0.361095 13 1 0.398634 0 3 0.799094 12 5 0.850769 4 3 0.241526 1 2 0.575717 15 3 0.714613 STREAMCOST 4.88088 6.46587 9.62247 9.37028 3.0511 4.54037 2.86268 2.75291 8.86557 7.74128 6.19034 5.06192 9.36998 2.03316 1.3712 1.25891 HEUR 2 48 20 73.4389 48 21 91.3837 48 40 95.0345 48 41 151.069 48 42 96.231 48 43 254.169 48 44 107.874 48 45 136.896 48 46 102.528 48 47 99.5218 48 30 76.8485 48 31 90.0405 48 32 92.1291 48 33 77.5137 # ARGUMENTS VAR RATIO 10 TREE 49 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 7 10 5 16 19 4 18 16 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 0 3 0.541934 0 1 0.804317 8 3 0.44291 14 3 0.128521 1 2 0.77437 11 1 0.0719377 13 4 0.515078 4 3 0.454133 5 3 0.801079 15 4 0.555168 7 5 0.47203 10 5 0.490142 1 4 0.245549 0 1 0.381108 12 2 0.39802 11 4 0.810143 11 2 0.129454 6 1 0.871145 5 5 0.491256 12 4 0.346703 6 5 0.9501 8 4 0.930262 12 3 0.744617 6 3 0.301317 10 4 0.909254 0 4 0.564117 0 2 0.594788 5 1 0.521563 6 3 0.49773 2 5 0.188093 10 5 0.769997 11 3 0.637722 1 5 0.458261 13 1 0.63147 13 1 0.168514 1 2 0.573712 12 2 0.108604 2 3 0.876046 10 3 0.321408 2 5 0.654884 13 2 0.131384 0 1 0.948153 12 3 0.995413 5 4 0.250117 4 3 0.930433 9 3 0.102718 STREAMCOST 7.75591 6.43162 9.25404 6.64935 7.36859 2.9688 1.1125 5.00024 3.0983 4.16642 9.2562 3.23814 6.79009 9.72763 7.72918 1.62808 HEUR 2 49 20 68.849 49 21 75.5437 49 40 82.714 49 41 192.918 49 42 96.8891 49 43 355.457 49 44 139.85 49 45 202.885 49 46 111.239 49 47 85.2444 49 30 76.2158 49 31 80.9883 49 32 80.9892 49 33 76.2158 # ARGUMENTS VAR RATIO 10 TREE 50 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 10 3 5 2 6 13 8 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 6 1 0.917878 2 4 0.898369 11 3 0.124855 4 5 0.219351 6 4 0.29493 8 4 0.270282 7 5 0.255339 15 5 0.983216 2 3 0.227114 15 4 0.347439 7 5 0.0734473 6 1 0.0485255 1 1 0.477785 8 3 0.339643 15 3 0.583792 10 3 0.724601 14 4 0.919257 3 2 0.263704 10 1 0.964276 12 2 0.606799 11 3 0.79776 1 5 0.71799 STREAMCOST 8.6835 7.54127 4.79391 4.8115 1.04896 8.55206 1.31379 2.93512 1.12515 6.30107 6.30019 8.76977 4.44694 2.99365 2.03337 6.00027 HEUR 2 50 20 53.4332 50 21 88.4496 50 40 95.5922 50 41 148.699 50 42 100.074 50 43 209.021 50 44 126.864 50 45 154.486 50 46 106.774 50 47 101.834 50 30 53.5271 50 31 88.7295 50 32 94.6418 50 33 53.5271 # ARGUMENTS VAR RATIO 10 TREE 51 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 14 7 1 11 7 19 13 11 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 13 3 0.218898 5 1 0.111955 1 4 0.0239886 8 1 0.483083 4 4 0.774121 8 2 0.887693 14 1 0.289395 3 2 0.891242 0 1 0.152425 5 5 0.00643476 4 4 0.564217 8 2 0.135052 13 4 0.498267 10 5 0.188222 2 3 0.57374 9 3 0.528945 4 4 0.721101 3 4 0.443336 15 5 0.078021 12 3 0.140691 2 5 0.0863917 11 3 0.945894 13 1 0.997501 0 1 0.320065 15 2 0.414162 9 3 0.604511 5 5 0.376912 4 2 0.450215 7 5 0.732647 0 4 0.982801 13 2 0.230704 10 1 0.151347 15 2 0.636179 1 1 0.432331 13 2 0.721338 15 2 0.735327 2 1 0.666846 0 2 0.597035 STREAMCOST 1.93262 8.4374 4.12184 9.84501 6.07749 7.74521 4.58427 4.97014 9.57686 6.42502 1.82785 4.47646 1.01924 1.78016 8.13811 9.21377 HEUR 2 51 20 2.44877 51 21 2.61829 51 40 19.6629 51 41 7.76276 51 42 3.57064 51 43 108.455 51 44 189.542 51 45 80.1317 51 46 19.9686 51 47 17.9398 51 30 2.61928 51 31 2.6242 51 32 22.3615 51 33 2.61928 # ARGUMENTS VAR RATIO 10 TREE 52 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 17 17 1 3 5 9 13 17 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 13 5 0.0755035 0 4 0.349742 7 1 0.0194833 7 4 0.929616 13 2 0.762555 6 5 0.465165 5 5 0.5549 15 2 0.477728 5 3 0.259109 12 5 0.814825 0 1 0.273916 5 3 0.69562 15 1 0.417502 7 2 0.970423 14 5 0.711846 12 3 0.512289 6 3 0.689278 1 3 0.971182 6 5 0.755704 12 2 0.848495 1 2 0.433509 12 3 0.0176707 1 1 0.379533 3 2 0.240758 4 1 0.277498 11 1 0.103156 11 3 0.327287 3 2 0.939922 1 3 0.166374 9 3 0.583629 6 3 0.448235 2 2 0.798821 5 5 0.518729 10 4 0.128447 3 3 0.671459 4 2 0.260299 15 4 0.377485 STREAMCOST 6.6203 5.35504 4.39103 7.01887 4.75647 5.17587 4.3956 7.33152 2.60553 2.60628 1.3188 5.16367 5.03759 4.95294 8.4278 9.179 HEUR 2 52 20 23.5993 52 21 31.6479 52 40 52.2405 52 41 68.4253 52 42 46.2183 52 43 243.171 52 44 114.822 52 45 112.171 52 46 93.3401 52 47 79.6922 52 30 24.6478 52 31 41.3658 52 32 73.9533 52 33 24.6478 # ARGUMENTS VAR RATIO 10 TREE 53 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 17 14 12 17 10 1 8 16 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 3 1 0.592667 10 4 0.477662 2 4 0.606472 3 5 0.701346 11 5 0.118513 10 3 0.193057 10 3 0.387048 13 1 0.577382 12 2 0.674449 8 1 0.176879 10 4 0.711229 13 3 0.480325 6 2 0.372128 15 3 0.720029 15 2 0.891295 4 5 0.593505 15 2 0.766861 9 2 0.537696 5 2 0.131887 4 2 0.907825 2 2 0.211328 3 1 0.990288 14 3 0.357137 9 4 0.605022 10 1 0.563573 13 3 0.660191 14 1 0.0422521 11 3 0.584838 9 1 0.665853 2 5 0.978472 8 2 0.149283 9 5 0.0839299 0 3 0.407333 13 3 0.453126 14 2 0.419573 7 3 0.592233 3 4 0.218264 14 3 0.767828 4 3 0.732096 9 4 0.676702 14 3 0.127587 10 5 0.726446 0 5 0.44779 9 4 0.439067 1 3 0.11201 6 3 0.70953 STREAMCOST 8.23747 3.9618 6.66986 9.38129 8.69881 6.31851 7.33734 3.72347 3.23414 5.27699 1.83251 3.40479 5.53145 6.82579 7.79248 5.3453 HEUR 2 53 20 9.85262 53 21 36.7534 53 40 64.3868 53 41 33.3434 53 42 48.3276 53 43 11.8221 53 44 123.989 53 45 181.079 53 46 83.6393 53 47 79.8172 53 30 9.90492 53 31 36.814 53 32 63.3399 53 33 9.90492 # ARGUMENTS VAR RATIO 10 TREE 54 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 9 4 8 1 4 20 11 5 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 13 5 0.317428 10 5 0.0417277 8 4 0.879703 11 1 0.454718 2 4 0.462431 12 4 0.195697 15 1 0.57648 0 2 0.750022 0 5 0.602945 0 5 0.0740557 4 5 0.759619 12 1 0.774022 7 2 0.90133 6 5 0.671525 1 1 0.890768 9 2 0.398414 4 5 0.866525 11 3 0.0373543 13 3 0.72981 7 4 0.281402 2 2 0.131026 2 4 0.219636 15 1 0.0683841 3 1 0.695087 13 3 0.849211 15 5 0.267512 8 2 0.223736 12 4 0.715657 6 2 0.554246 STREAMCOST 3.55951 4.58921 3.47389 2.75727 2.17558 9.90149 5.87231 5.17192 9.63152 6.39907 5.58019 4.82258 1.82658 9.04972 6.91935 5.65644 HEUR 2 54 20 63.3372 54 21 64.379 54 40 71.5786 54 41 115.464 54 42 73.9052 54 43 268.716 54 44 100.424 54 45 167.998 54 46 81.3441 54 47 80.3334 54 30 69.1814 54 31 74.3751 54 32 78.9447 54 33 69.185 # ARGUMENTS VAR RATIO 10 TREE 55 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 2 14 20 20 10 5 5 20 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 5 5 0.805961 7 4 0.280728 11 3 0.847277 1 1 0.167098 12 3 0.9147 9 2 0.225293 0 4 0.0770125 12 1 0.353749 8 3 0.0270889 15 5 0.290068 7 4 0.827515 5 2 0.923532 7 3 0.32605 13 4 0.182136 7 2 0.865156 4 5 0.576456 4 3 0.819572 12 5 0.0681833 4 5 0.348853 4 4 0.548772 11 3 0.0257808 7 4 0.952044 9 4 0.799126 6 2 0.437637 5 2 0.587852 15 4 0.753442 8 2 0.0602578 4 5 0.724416 11 3 0.40428 0 1 0.510206 9 2 0.0659711 12 3 0.720179 11 1 0.186505 13 5 0.0602403 14 4 0.960387 1 4 0.699517 3 2 0.802074 3 4 0.789446 10 5 0.747112 9 5 0.481527 14 3 0.434387 0 4 0.0556391 13 2 0.578163 1 4 0.398446 3 2 0.676035 9 3 0.545929 10 1 0.402318 STREAMCOST 7.71615 4.68058 1.02427 3.28066 8.65529 8.04105 6.45946 3.28459 9.12707 9.94938 2.7175 3.48911 2.75543 8.61898 1.86896 2.65932 HEUR 2 55 20 58.6083 55 21 84.2258 55 40 79.4094 55 41 170.374 55 42 101.184 55 43 281.979 55 44 126.619 55 45 198 55 46 120.878 55 47 109.818 55 30 72.8618 55 31 76.2293 55 32 76.2293 55 33 72.8618 # ARGUMENTS VAR RATIO 10 TREE 56 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 20 2 7 17 14 9 4 12 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 2 3 0.0174136 6 3 0.495646 6 5 0.333806 5 1 0.608053 3 5 0.364369 12 3 0.586789 12 5 0.692075 15 1 0.486649 15 4 0.9382 11 3 0.010237 10 3 0.487432 1 2 0.257335 6 4 0.50919 12 5 0.131835 3 2 0.515608 13 3 0.617494 14 2 0.690391 9 3 0.307422 11 3 0.0612592 3 1 0.580313 1 4 0.979526 13 5 0.76334 11 2 0.0995838 1 4 0.329185 10 5 0.279109 3 1 0.787485 8 2 0.248282 0 3 0.946903 9 1 0.604365 14 4 0.873198 11 1 0.253479 6 5 0.0359494 5 3 0.609936 11 1 0.539597 4 1 0.636541 5 1 0.00821439 13 5 0.0750798 8 4 0.676232 11 5 0.775951 2 4 0.562921 8 4 0.99611 STREAMCOST 7.39027 9.40699 3.61005 3.67439 9.68374 2.08449 7.96281 2.36418 8.80653 6.87362 8.17398 7.13869 3.56798 9.9195 5.6379 9.11627 HEUR 2 56 20 57.0443 56 21 66.0002 56 40 68.2187 56 41 171.14 56 42 64.2226 56 43 357.563 56 44 102.335 56 45 156.103 56 46 103.81 56 47 94.0955 56 30 60.4697 56 31 66.1527 56 32 66.1531 56 33 60.4694 # ARGUMENTS VAR RATIO 10 TREE 57 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 2 13 5 14 9 20 7 15 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 1 3 0.223217 10 2 0.110556 1 4 0.129484 9 1 0.310638 4 2 0.672747 6 1 0.928337 15 2 0.19183 10 2 0.259459 9 1 0.560336 3 4 0.853491 2 2 0.0594632 8 5 0.95944 14 5 0.808481 7 2 0.169354 4 2 0.171325 8 5 0.761149 0 5 0.364465 9 4 0.474438 9 4 0.871315 13 3 0.148125 12 4 0.594666 9 3 0.369558 15 1 0.115416 13 3 0.277812 2 3 0.211779 11 2 0.991678 10 5 0.530203 5 5 0.475995 4 4 0.464057 3 2 0.919226 13 4 0.0569326 9 2 0.503517 12 3 0.746242 11 1 0.669206 9 1 0.607275 7 4 0.0508496 14 3 0.460093 1 4 0.389943 7 4 0.692172 5 5 0.381785 STREAMCOST 5.87989 6.90776 2.62427 4.96786 5.57829 5.84253 5.12991 1.91795 2.42693 7.24779 6.46387 3.40289 6.49404 2.50184 3.49805 6.30371 HEUR 2 57 20 57.568 57 21 72.8361 57 40 76.8093 57 41 124.816 57 42 84.3013 57 43 252.229 57 44 114.686 57 45 155.313 57 46 91.0088 57 47 89.7865 57 30 65.2174 57 31 76.1382 57 32 76.1403 57 33 65.2174 # ARGUMENTS VAR RATIO 10 TREE 58 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 8 17 10 18 10 20 2 20 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 14 4 0.0725305 8 2 0.661302 2 2 0.696007 6 3 0.609835 2 5 0.199319 1 1 0.144848 1 3 0.0301751 11 4 0.128234 8 5 0.0017283 3 5 0.0130778 5 1 0.86082 6 5 0.0699369 12 4 0.159374 4 4 0.206583 1 5 0.463261 7 3 0.0633172 1 4 0.195635 11 2 0.130882 8 1 0.419697 13 2 0.937312 9 3 0.568016 14 5 0.52593 7 4 0.431015 15 4 0.998499 15 4 0.125536 2 3 0.551872 8 1 0.906816 14 1 0.329798 1 5 0.830747 11 5 0.0685093 5 4 0.350244 8 5 0.312739 7 1 0.268307 4 5 0.74589 1 2 0.338348 14 4 0.359074 5 5 0.330078 4 3 0.109827 10 2 0.620677 9 2 0.0174401 12 2 0.965435 7 1 0.91066 9 4 0.183805 14 5 0.580137 10 4 0.378316 4 1 0.419124 1 5 0.840188 11 3 0.89072 5 4 0.830103 13 3 0.758698 14 2 0.936086 8 4 0.898167 STREAMCOST 3.39172 5.67125 7.29973 6.94761 1.84129 2.99477 2.92862 8.71594 3.96622 7.63857 8.07887 4.12946 2.25849 7.08322 7.22051 3.7908 HEUR 2 58 20 67.4949 58 21 78.0188 58 40 81.4306 58 41 136.543 58 42 89.0545 58 43 294.083 58 44 126.541 58 45 188.973 58 46 86.0142 58 47 83.6806 58 30 77.6438 58 31 80.8304 58 32 84.9157 58 33 77.6438 # ARGUMENTS VAR RATIO 10 TREE 59 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 19 17 4 13 18 20 2 8 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 5 4 0.262474 6 2 0.725734 12 5 0.388578 2 5 0.549938 10 1 0.993132 1 4 0.418888 7 1 0.224594 13 4 0.70311 9 1 0.589106 2 1 0.617474 12 5 0.61977 1 5 0.879802 2 3 0.54464 11 2 0.317095 8 2 0.268004 10 4 0.755382 14 2 0.0108292 1 2 0.586523 0 3 0.22097 13 2 0.821712 0 4 0.271801 2 3 0.342642 3 3 0.545982 1 2 0.862188 10 2 0.796464 14 5 0.65176 10 2 0.935167 14 4 0.510271 13 3 0.0791171 14 3 0.629619 10 5 0.449119 12 5 0.179787 10 4 0.112526 3 5 0.0816765 8 2 0.927036 11 4 0.483406 9 3 0.0492147 12 3 0.477806 7 3 0.567286 9 1 0.332739 7 5 0.755632 1 4 0.700582 3 5 0.519173 13 3 0.930267 5 4 0.569931 11 5 0.378521 3 3 0.678188 7 4 0.540209 14 3 0.488363 STREAMCOST 8.86589 4.7801 5.13127 5.25479 3.63877 3.02781 4.24131 5.11448 1.91388 8.982 2.60186 5.24747 3.42051 4.05247 4.27056 2.27991 HEUR 2 59 20 58.5863 59 21 73.8036 59 40 86.3437 59 41 136.39 59 42 97.036 59 43 249.93 59 44 128.856 59 45 197.766 59 46 109.389 59 47 102.262 59 30 65.4821 59 31 75.8523 59 32 83.1366 59 33 65.4821 # ARGUMENTS VAR RATIO 10 TREE 60 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 7 16 4 15 7 13 14 15 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 7 5 0.273603 10 2 0.763834 12 5 0.443502 7 2 0.0199425 9 5 0.603795 12 3 0.851043 11 5 0.592553 9 3 0.311878 6 4 0.756315 13 1 0.154761 6 5 0.506299 13 4 0.222598 7 3 0.842014 2 1 0.431723 2 1 0.601702 2 4 0.713718 10 5 0.545126 10 1 0.973035 2 2 0.211199 5 3 0.223337 0 3 0.325586 7 2 0.605789 14 1 0.224353 6 1 0.805887 10 5 0.833291 7 2 0.277746 7 3 0.771889 3 5 0.909206 3 4 0.994995 12 4 0.114162 2 5 0.975368 14 3 0.812391 5 1 0.298567 6 4 0.934822 8 4 0.348985 13 5 0.151137 9 4 0.452 1 5 0.580477 13 4 0.108648 7 1 0.129713 11 1 0.597991 5 3 0.162119 3 4 0.436778 STREAMCOST 6.62354 8.54344 9.11826 2.21655 8.29411 6.00048 5.08135 2.71816 7.07124 9.74318 7.55283 8.67095 2.67487 3.01637 1.48411 7.20532 HEUR 2 60 20 74.1248 60 21 75.1698 60 40 83.5887 60 41 142.751 60 42 93.5801 60 43 358.075 60 44 115.787 60 45 197.493 60 46 101.164 60 47 97.0865 60 30 78.278 60 31 81.2565 60 32 81.2575 60 33 78.278 # ARGUMENTS VAR RATIO 10 TREE 61 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 17 18 4 2 18 11 10 10 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 5 5 0.82197 0 4 0.611404 7 5 0.434306 12 1 0.734231 15 2 0.646015 7 2 0.235463 10 2 0.913972 0 1 0.0296218 0 1 0.607047 5 2 0.418603 12 4 0.357803 5 5 0.269638 10 4 0.615715 15 5 0.961062 9 4 0.140931 7 5 0.334149 8 3 0.866676 9 5 0.493657 1 3 0.129437 1 5 0.618578 3 3 0.517059 9 1 0.646351 11 2 0.44243 5 2 0.734338 7 1 0.8758 4 3 0.884318 5 1 0.869665 4 2 0.212564 5 2 0.80291 5 4 0.451378 6 3 0.528731 13 5 0.962526 5 1 0.543196 0 4 0.831347 15 5 0.396931 7 4 0.601568 8 1 0.447544 8 3 0.584384 10 3 0.216461 15 1 0.590888 13 2 0.873082 4 4 0.366603 15 1 0.526999 10 3 0.508916 STREAMCOST 2.4077 6.326 3.38278 5.54646 3.59731 2.19884 4.05319 2.48692 5.90822 1.03731 7.77586 9.86814 4.81423 3.32628 2.47395 9.87384 HEUR 2 61 20 51.6949 61 21 74.0205 61 40 80.0479 61 41 109.013 61 42 87.3634 61 43 244.038 61 44 117.859 61 45 135.404 61 46 89.0813 61 47 85.1454 61 30 56.6391 61 31 74.0141 61 32 74.7206 61 33 56.6391 # ARGUMENTS VAR RATIO 10 TREE 62 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 1 11 10 10 17 10 9 15 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 8 3 0.0392114 5 4 0.0499442 4 1 0.908296 4 5 0.218258 5 2 0.347143 14 4 0.0203738 12 4 0.392202 2 5 0.564486 11 4 0.854591 10 5 0.167834 8 5 0.745342 6 1 0.352362 5 2 0.926001 8 5 0.381804 1 2 0.920485 4 1 0.197072 2 2 0.88148 15 5 0.346563 7 4 0.183007 11 4 0.365465 11 1 0.674851 14 5 0.0565617 0 1 0.933457 8 1 0.0347531 0 5 0.885868 13 1 0.939501 9 4 0.96441 1 2 0.177635 7 1 0.595125 5 5 0.104024 1 2 0.209896 12 5 0.571538 14 5 0.0592567 6 2 0.988101 9 3 0.112009 7 2 0.89704 6 2 0.656982 8 3 0.877221 5 4 0.244167 STREAMCOST 4.17136 9.89476 6.54233 6.51199 6.17287 3.57488 7.08006 3.00465 3.22951 8.22245 8.58445 5.57074 3.46747 1.06802 5.30021 8.02164 HEUR 2 62 20 64.0913 62 21 85.2837 62 40 90.1535 62 41 157.927 62 42 107.535 62 43 296.139 62 44 103.73 62 45 158.615 62 46 103.6 62 47 94.3579 62 30 76.1238 62 31 89.7047 62 32 89.7357 62 33 76.1238 # ARGUMENTS VAR RATIO 10 TREE 63 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 12 10 8 1 1 2 11 17 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 10 3 0.462879 8 5 0.967772 15 1 0.261304 14 1 0.847083 14 5 0.860269 0 5 0.917816 10 5 0.680914 8 4 0.736929 11 5 0.746901 4 3 0.981356 3 3 0.0403355 7 4 0.600509 1 4 0.296379 9 1 0.969296 15 4 0.540487 5 2 0.185628 15 5 0.99967 12 2 0.160806 3 4 0.431025 11 2 0.103628 3 1 0.293871 0 4 0.482815 9 4 0.435591 11 1 0.0949623 14 5 0.289392 0 5 0.550775 14 2 0.210718 7 5 0.551613 8 5 0.044341 STREAMCOST 1.56283 6.08169 2.12879 7.96716 4.84192 4.72986 2.15355 2.3861 3.14764 1.53561 4.6531 6.1509 3.10524 5.933 4.57246 8.76201 HEUR 2 63 20 30.2244 63 21 72.0732 63 40 73.2602 63 41 96.7462 63 42 70.9443 63 43 228.432 63 44 91.7486 63 45 121.139 63 46 98.3705 63 47 95.2831 63 30 36.1158 63 31 74.3466 63 32 74.3472 63 33 36.1158 # ARGUMENTS VAR RATIO 10 TREE 64 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 8 16 12 12 12 18 9 7 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 4 5 0.0456019 15 5 0.531109 0 1 0.603502 15 4 0.83605 15 2 0.710043 15 2 0.0662986 1 1 0.472395 12 2 0.880471 8 2 0.330365 10 2 0.0269059 15 1 0.796903 13 5 0.381493 1 5 0.458836 1 5 0.64161 7 5 0.807263 6 1 0.196161 9 5 0.0773324 12 3 0.629119 0 5 0.739943 5 3 0.527166 0 3 0.0226327 13 5 0.0341759 6 3 0.00715383 4 1 0.348535 13 1 0.968584 3 3 0.443008 2 1 0.475827 5 3 0.0880421 2 3 0.224857 6 2 0.21025 4 2 0.396525 5 4 0.320647 13 1 0.635734 11 4 0.2663 0 3 0.344047 1 4 0.869496 10 1 0.377869 9 1 0.25052 5 3 0.160025 1 4 0.502366 2 4 0.842248 1 4 0.418475 5 5 0.130682 6 5 0.792088 13 5 0.374997 15 3 0.531947 STREAMCOST 5.11767 8.82747 1.93554 7.63933 8.8459 3.74439 6.45661 3.18715 1.66492 2.76897 6.78221 7.55349 7.51527 3.08419 4.32268 2.7326 HEUR 2 64 20 41.3435 64 21 42.7862 64 40 45.8966 64 41 96.7785 64 42 51.7195 64 43 272.336 64 44 116.528 64 45 203.89 64 46 54.4649 64 47 51.6102 64 30 45.7288 64 31 45.7949 64 32 45.7957 64 33 45.7292 # ARGUMENTS VAR RATIO 10 TREE 65 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 5 18 1 14 6 8 4 9 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 11 5 0.884733 13 1 0.994894 12 1 0.107911 1 5 0.602084 9 4 0.53095 3 2 0.16223 4 3 0.278636 2 5 0.816756 10 2 0.317894 10 1 0.523258 0 2 0.675702 6 1 0.793637 1 1 0.625733 9 1 0.603739 15 3 0.466995 5 5 0.794534 8 5 0.60165 11 1 0.192448 9 2 0.752109 3 2 0.501862 9 1 0.354611 6 2 0.359515 3 2 0.465827 13 1 0.34125 5 5 0.232519 14 3 0.909114 15 4 0.507077 6 4 0.533194 6 4 0.174973 5 4 0.775709 4 3 0.380858 STREAMCOST 9.69642 6.75156 7.31952 8.71422 8.79509 1.58766 2.78633 8.15366 7.51888 9.9671 3.65005 8.14005 1.14596 3.19346 3.40342 5.20271 HEUR 2 65 20 49.6499 65 21 52.7264 65 40 53.265 65 41 90.6707 65 42 57.7231 65 43 266.002 65 44 107.167 65 45 151.776 65 46 76.6175 65 47 74.6023 65 30 52.1814 65 31 53.5958 65 32 57.146 65 33 52.2028 # ARGUMENTS VAR RATIO 10 TREE 66 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 4 4 3 6 8 5 14 7 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 9 1 0.295592 1 3 0.166083 6 5 0.431488 4 4 0.100541 11 5 0.131846 8 4 0.748693 10 1 0.750785 12 3 0.658778 7 2 0.968533 10 1 0.230543 5 4 0.594817 4 2 0.622796 0 5 0.491104 0 3 0.591262 7 2 0.4183 8 1 0.503406 3 2 0.385293 14 3 0.274153 7 5 0.886506 8 5 0.64709 2 4 0.576152 6 1 0.898348 5 1 0.664615 10 2 0.316883 STREAMCOST 5.07064 7.33363 9.66546 7.93337 2.94085 4.76204 2.96057 1.80308 2.11611 3.10167 6.56789 7.83567 3.36921 5.22264 3.41507 2.82658 HEUR 2 66 20 59.6925 66 21 66.3024 66 40 77.0413 66 41 91.7833 66 42 75.2441 66 43 170.767 66 44 108.017 66 45 136.302 66 46 85.3119 66 47 83.0739 66 30 62.5947 66 31 67.3623 66 32 74.6401 66 33 62.7493 # ARGUMENTS VAR RATIO 10 TREE 67 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 11 16 18 20 14 13 7 17 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 12 5 0.330612 5 1 0.855589 15 2 0.947929 13 5 0.0998243 11 1 0.174627 12 5 0.298932 6 1 0.711309 11 2 0.500258 1 3 0.667178 14 5 0.953713 1 4 0.0258357 0 5 0.713643 13 1 0.758498 7 3 0.213374 2 1 0.542229 11 1 0.561144 6 1 0.652723 10 1 0.872158 9 4 0.727003 11 1 0.538846 7 1 0.114103 8 4 0.536362 2 5 0.764005 10 4 0.816689 12 1 0.0127354 8 4 0.39508 13 3 0.836323 8 5 0.426007 4 4 0.269675 4 4 0.176068 3 5 0.777655 3 1 0.296167 12 1 0.43554 13 5 0.175312 12 4 0.336728 7 1 0.621667 7 4 0.940185 6 5 0.188341 14 2 0.987315 2 1 0.513134 10 2 0.294198 14 4 0.349342 7 5 0.81305 1 5 0.624885 0 5 0.562846 11 5 0.990063 1 5 0.492829 5 4 0.611894 14 3 0.00798754 6 4 0.52364 4 1 0.643984 7 4 0.076577 11 1 0.407997 8 2 0.778139 10 2 0.213838 7 3 0.952241 STREAMCOST 6.57603 5.71527 2.98752 7.98974 4.59407 6.65301 7.68184 2.33748 4.09682 5.95043 2.8169 8.96877 8.54161 6.03801 1.41801 4.80184 HEUR 2 67 20 29.7245 67 21 35.1055 67 40 37.1287 67 41 98.985 67 42 42.5591 67 43 307.598 67 44 139.797 67 45 190.723 67 46 49.0967 67 47 40.2293 67 30 37.1506 67 31 37.1813 67 32 37.1813 67 33 37.1506 # ARGUMENTS VAR RATIO 10 TREE 68 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 6 9 1 16 12 3 3 11 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 2 1 0.00347828 1 1 0.568292 5 4 0.865265 13 3 0.254961 0 4 0.352083 15 3 0.024333 2 5 0.000909349 1 3 0.796717 15 1 0.982783 4 1 0.0856984 15 5 0.924862 11 2 0.784612 11 1 0.358671 13 2 0.147396 14 2 0.503917 15 2 0.127895 4 3 0.0616434 10 5 0.624125 15 3 0.126547 0 2 0.374412 9 4 0.532597 0 2 0.862401 9 2 0.841364 9 2 0.0204048 6 3 0.212817 3 2 0.512035 5 3 0.158566 8 4 0.506714 STREAMCOST 5.26515 5.13467 5.45003 5.8938 2.36396 6.18891 7.11136 1.31787 8.48242 2.78558 8.23053 3.36604 3.42475 6.83869 4.34291 9.79997 HEUR 2 68 20 50.2391 68 21 61.6495 68 40 60.0404 68 41 129.028 68 42 60.8013 68 43 282.957 68 44 96.1094 68 45 142.492 68 46 68.883 68 47 60.8966 68 30 52.6107 68 31 61.4543 68 32 62.1357 68 33 52.6107 # ARGUMENTS VAR RATIO 10 TREE 69 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 6 9 17 12 8 4 16 18 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 9 4 0.591581 8 1 0.0846371 6 2 0.694709 11 1 0.789598 11 2 0.259485 7 3 0.809415 8 1 0.363891 8 3 0.500349 1 1 0.229109 14 1 0.898604 3 5 0.113943 2 3 0.915967 12 4 0.718831 0 4 0.240082 4 2 0.674788 10 1 0.134525 11 5 0.617489 13 4 0.0595694 11 3 0.540351 6 3 0.888672 9 2 0.306813 12 5 0.251138 1 4 0.845677 0 3 0.402542 3 5 0.89052 2 3 0.637082 1 1 0.827836 6 5 0.202297 6 4 0.552089 8 4 0.988283 15 5 0.665601 7 3 0.59044 3 4 0.885678 7 2 0.0325319 1 3 0.673856 14 1 0.450188 5 1 0.434537 8 5 0.818896 6 4 0.72425 10 3 0.567091 7 4 0.74263 15 2 0.438187 9 2 0.64723 5 4 0.302739 STREAMCOST 1.72712 8.89407 5.55595 1.15689 4.36004 4.55723 4.8849 7.81533 4.53632 4.6211 2.7171 7.73731 8.74304 1.11803 5.07884 2.09723 HEUR 2 69 20 30.0421 69 21 31.5625 69 40 33.7916 69 41 99.401 69 42 48.5893 69 43 228.031 69 44 64.8154 69 45 121.312 69 46 62.7059 69 47 52.5665 69 30 31.6067 69 31 32.2099 69 32 32.2764 69 33 31.6071 # ARGUMENTS VAR RATIO 10 TREE 70 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 19 14 18 2 12 3 19 4 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 10 4 0.893484 6 5 0.913959 14 1 0.301186 7 2 0.15099 5 5 0.315337 14 1 0.21122 6 2 0.517302 4 1 0.0699637 7 5 0.935391 6 3 0.201038 2 1 0.7521 4 5 0.0800539 7 3 0.598322 10 2 0.50033 14 1 0.497905 8 5 0.0694358 10 2 0.874479 12 1 0.691059 0 2 0.393588 14 1 0.955507 13 4 0.872635 9 4 0.910418 14 3 0.567112 14 2 0.489261 8 2 0.997262 12 4 0.187512 9 2 0.791721 0 1 0.270065 15 5 0.355453 6 1 0.597361 14 3 0.00275528 5 5 0.809287 11 4 0.825057 14 2 0.0406189 4 3 0.300406 7 3 0.103153 12 4 0.301681 1 3 0.29926 11 4 0.872719 11 3 0.220561 1 2 0.310781 2 3 0.758233 15 3 0.70298 2 3 0.453679 STREAMCOST 1.33516 6.59996 7.5756 5.22861 9.79453 3.60099 3.24569 9.51824 4.62038 7.57561 6.33847 7.37785 9.41579 2.39496 1.97142 2.08583 HEUR 2 70 20 27.7391 70 21 29.6884 70 40 39.8784 70 41 54.9049 70 42 35.1848 70 43 268.156 70 44 83.3724 70 45 123.561 70 46 53.2717 70 47 49.035 70 30 27.934 70 31 31.9755 70 32 37.8731 70 33 28.552 # ARGUMENTS VAR RATIO 10 TREE 71 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 4 16 8 3 17 15 4 4 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 11 2 0.342082 9 3 0.22256 5 1 0.165353 7 2 0.971671 0 5 0.38676 1 1 0.364965 6 1 0.168717 14 2 0.568093 1 5 0.424176 3 4 0.859698 12 4 0.296034 5 3 0.192281 15 2 0.403724 13 1 0.982293 13 4 0.889239 11 1 0.30028 1 5 0.528447 6 2 0.140357 3 4 0.454293 12 1 0.806009 7 5 0.80486 2 3 0.868696 13 4 0.145534 12 1 0.540307 3 4 0.161753 12 4 0.848946 14 1 0.0148669 8 4 0.682219 14 1 0.506702 11 2 0.604373 2 1 0.796764 12 3 0.660193 2 2 0.0757002 15 4 0.186817 STREAMCOST 5.76336 3.64674 7.28582 5.2094 6.83128 8.65094 3.59271 2.76872 4.81621 2.30168 5.70774 7.58509 3.11986 8.27032 3.50806 4.28595 HEUR 2 71 20 53.4432 71 21 60.7329 71 40 65.0358 71 41 135.372 71 42 92.8571 71 43 278.121 71 44 76.221 71 45 100.138 71 46 85.3339 71 47 83.7928 71 30 57.6813 71 31 61.4167 71 32 61.4475 71 33 57.7012 # ARGUMENTS VAR RATIO 10 TREE 72 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 3 20 14 9 11 2 8 13 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 1 1 0.617881 2 4 0.189009 11 1 0.707086 3 2 0.734088 5 2 0.274679 10 3 0.186693 1 2 0.447615 15 5 0.27474 13 3 0.398267 10 2 0.686841 2 3 0.130939 14 1 0.675574 7 3 0.738954 9 1 0.752332 1 1 0.182961 5 4 0.654192 12 2 0.822637 11 4 0.947547 14 4 0.817206 1 4 0.105861 2 2 0.471231 9 2 0.212114 9 5 0.758148 5 3 0.927382 12 4 0.550824 4 3 0.735036 11 3 0.506018 9 1 0.336078 14 4 0.988766 13 4 0.200351 6 5 0.10746 4 3 0.474583 11 1 0.848863 8 2 0.20286 4 1 0.58355 11 4 0.834928 5 5 0.955229 15 5 0.941284 STREAMCOST 6.33013 6.55464 3.73006 7.17078 1.38688 6.9909 8.42609 3.92041 7.49766 3.0468 7.5585 3.80153 9.65417 9.35414 9.52277 9.51114 HEUR 2 72 20 56.0368 72 21 87.4871 72 40 91.5451 72 41 151.73 72 42 103.841 72 43 338.264 72 44 150.871 72 45 226.294 72 46 97.7761 72 47 94.2702 72 30 64.4531 72 31 91.6564 72 32 91.658 72 33 64.4531 # ARGUMENTS VAR RATIO 10 TREE 73 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 13 7 11 13 11 4 13 11 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 14 4 0.219015 2 1 0.790826 0 3 0.209451 14 5 0.572084 9 5 0.206284 6 4 0.355188 0 3 0.861307 4 1 0.405861 13 4 0.0303005 4 4 0.574166 15 5 0.220245 6 1 0.0271447 8 3 0.751466 11 3 0.463726 6 5 0.423823 8 5 0.572756 14 5 0.484651 3 3 0.195093 3 5 0.540402 6 2 0.000594816 9 4 0.129569 7 3 0.0946835 8 2 0.131362 5 5 0.172862 4 4 0.656589 7 3 0.201918 8 1 0.542286 2 1 0.359427 1 1 0.718554 1 4 0.606981 10 1 0.15042 14 3 0.287744 7 2 0.919004 5 5 0.00839112 4 4 0.0549899 11 4 0.267453 13 2 0.307787 1 4 0.734971 STREAMCOST 8.91254 1.40108 6.30838 4.51003 6.19446 5.30367 7.32604 4.61959 2.82177 6.18395 4.03101 9.26361 8.97211 8.04398 9.02164 3.39392 HEUR 2 73 20 56.898 73 21 57.2735 73 40 58.1953 73 41 127.185 73 42 70.4064 73 43 275.134 73 44 165.147 73 45 219.367 73 46 73.1119 73 47 68.0334 73 30 57.9855 73 31 58.013 73 32 58.0732 73 33 57.9855 # ARGUMENTS VAR RATIO 10 TREE 74 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 5 9 16 19 18 3 7 12 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 14 2 0.580945 10 2 0.33791 12 4 0.571126 0 5 0.0800648 0 5 0.387116 15 2 0.544413 5 3 0.579155 1 1 0.240766 6 3 0.164948 12 4 0.513976 3 1 0.0375486 12 1 0.420972 12 5 0.189953 1 5 0.82932 1 3 0.535114 10 4 0.0386827 1 4 0.870815 11 3 0.506502 15 5 0.207075 14 4 0.0322087 13 5 0.919743 13 1 0.491743 13 2 0.911696 7 4 0.40523 8 1 0.141835 9 5 0.691891 11 2 0.508359 10 5 0.230988 12 2 0.798695 11 5 0.852822 15 1 0.480736 4 2 0.651038 5 5 0.69718 4 4 0.711147 11 5 0.491716 15 2 0.873754 10 2 0.0305546 10 1 0.921853 14 4 0.740294 5 5 0.197118 5 3 0.895682 8 2 0.204204 STREAMCOST 9.87177 6.41619 8.71598 1.89673 3.46837 9.85575 8.08647 6.21904 4.57561 1.5608 1.39091 2.17154 9.5647 5.97954 9.3919 9.95728 HEUR 2 74 20 33.9506 74 21 41.1849 74 40 44.9777 74 41 86.108 74 42 49.2172 74 43 318.848 74 44 133.914 74 45 228.223 74 46 58.1446 74 47 48.5131 74 30 34.2628 74 31 42.8696 74 32 43.1137 74 33 34.2628 # ARGUMENTS VAR RATIO 10 TREE 75 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 12 15 2 16 18 7 19 8 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 11 3 0.585933 1 2 0.334863 8 1 0.808623 3 3 0.326386 1 1 0.440199 11 1 0.343409 11 5 0.965195 10 3 0.789565 10 4 0.362929 1 2 0.487292 2 4 0.107375 6 4 0.913307 7 1 0.0976949 9 1 0.227731 8 2 0.504108 2 4 0.991893 5 2 0.9054 14 3 0.593092 4 1 0.414189 0 1 0.267973 0 1 0.905164 13 1 0.345897 3 2 0.499709 1 4 0.847983 1 2 0.861669 9 2 0.429169 8 3 0.632621 1 1 0.897323 9 4 0.909536 3 1 0.899723 4 2 0.65393 6 2 0.299945 6 2 0.725136 12 1 0.517597 9 4 0.788822 12 5 0.551701 11 1 0.846851 6 5 0.765509 11 4 0.590557 13 5 0.715716 6 2 0.894424 0 2 0.460982 9 2 0.763359 7 4 0.490003 3 4 0.210506 15 2 0.310828 14 3 0.670093 STREAMCOST 4.01763 2.05321 5.08985 7.86804 8.32178 9.17655 4.61182 7.29104 8.79937 5.91997 8.40101 5.39384 3.50305 4.46676 2.56639 1.35511 HEUR 2 75 20 40.365 75 21 50.5614 75 40 52.9392 75 41 94.5652 75 42 52.7825 75 43 310.108 75 44 114.64 75 45 168.542 75 46 85.8864 75 47 79.3868 75 30 48.244 75 31 51.5162 75 32 51.6597 75 33 48.244 # ARGUMENTS VAR RATIO 10 TREE 76 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 7 11 17 1 7 15 4 8 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 11 4 0.726752 6 1 0.409164 8 3 0.694284 7 3 0.665327 15 5 0.332226 3 4 0.630095 0 1 0.431463 3 1 0.476029 5 4 0.23213 1 2 0.310028 1 4 0.382295 7 5 0.698218 13 4 0.130574 9 1 0.439716 1 3 0.466769 15 2 0.336045 13 2 0.0708184 14 2 0.907075 8 4 0.175303 4 1 0.109647 4 4 0.152083 12 4 0.74491 10 3 0.564577 7 1 0.918659 1 1 0.120968 13 2 0.368838 12 5 0.195093 7 2 0.320283 1 5 0.981783 4 4 0.427123 10 2 0.0159981 7 1 0.623582 STREAMCOST 5.09464 6.14335 8.73732 8.95933 7.32375 9.41884 1.65296 9.81251 3.66608 4.51919 7.36502 3.66263 1.61106 9.60406 5.47764 8.33625 HEUR 2 76 20 49.5021 76 21 115.673 76 40 118.737 76 41 195.268 76 42 130.511 76 43 104.4 76 44 142.015 76 45 215.687 76 46 111.056 76 47 106.334 76 30 49.7894 76 31 114.812 76 32 114.893 76 33 49.7894 # ARGUMENTS VAR RATIO 10 TREE 77 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 19 1 13 8 16 1 3 17 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 5 4 0.453408 0 5 0.463359 10 2 0.331892 11 3 0.494246 1 3 0.816523 7 2 0.616103 8 2 0.526088 15 2 0.221374 14 2 0.420427 3 5 0.436589 12 1 0.481547 4 1 0.836108 0 3 0.825718 2 3 0.0966725 0 5 0.259639 2 2 0.952671 15 5 0.893629 5 2 0.149722 1 4 0.573043 4 4 0.660868 9 3 0.90924 10 5 0.822269 8 1 0.890832 13 2 0.727391 12 4 0.213651 14 2 0.754625 4 4 0.248501 0 1 0.664313 9 4 0.861846 8 2 0.484073 13 4 0.42653 15 1 0.29981 0 1 0.422807 14 4 0.291325 7 2 0.700699 2 5 0.944847 STREAMCOST 5.07416 3.18757 4.52615 6.20972 4.23318 9.39472 9.28671 2.60731 1.25036 3.40028 3.11491 7.90307 1.7159 1.62567 6.0921 5.01029 HEUR 2 77 20 10.4043 77 21 25.8163 77 40 62.0266 77 41 37.3635 77 42 33.7022 77 43 51.7249 77 44 86.2355 77 45 78.5995 77 46 66.1772 77 47 62.5141 77 30 10.7496 77 31 29.6439 77 32 64.0167 77 33 10.7496 # ARGUMENTS VAR RATIO 10 TREE 78 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 1 18 14 12 16 12 17 7 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 8 4 0.61361 12 3 0.205294 14 4 0.343139 9 1 0.85523 6 3 0.463532 3 3 0.369675 0 5 0.0240954 5 3 0.310128 3 4 0.294572 6 2 0.208715 5 5 0.543758 14 1 0.701993 0 3 0.767702 1 4 0.598139 4 4 0.959617 5 4 0.221302 12 1 0.501553 12 1 0.942073 7 5 0.650268 5 3 0.0573664 0 3 0.735968 11 4 0.404365 5 3 0.0644086 8 2 0.258073 15 4 0.47701 12 2 0.005515 4 1 0.374774 7 4 0.659461 10 5 0.198272 3 1 0.719317 0 2 0.868111 4 3 0.0697121 6 3 0.436475 9 4 0.582985 14 2 0.760539 11 3 0.399698 4 3 0.848259 7 2 0.657855 15 4 0.185716 9 2 0.618848 10 4 0.665996 0 4 0.708075 5 5 0.0341212 9 3 0.115347 3 5 0.110543 0 5 0.739816 15 3 0.991047 STREAMCOST 5.28005 9.48806 5.87739 9.63227 9.22108 2.91189 4.5188 6.9198 3.2581 9.82918 7.76298 9.87522 2.97465 4.67875 8.04111 1.15309 HEUR 2 78 20 21.7156 78 21 24.0817 78 40 32.4158 78 41 100.37 78 42 32.7375 78 43 295.673 78 44 112.35 78 45 121.568 78 46 27.943 78 47 26.3874 78 30 28.234 78 31 28.2354 78 32 47.1031 78 33 28.234 # ARGUMENTS VAR RATIO 10 TREE 79 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 11 8 10 10 11 17 3 9 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 10 1 0.668382 9 1 0.801038 9 5 0.333735 15 5 0.843644 0 1 0.927694 0 2 0.150109 8 5 0.497973 0 4 0.636827 12 5 0.841648 3 2 0.233729 7 2 0.712052 14 2 0.880913 10 1 0.813415 14 4 0.81645 10 3 0.899986 6 3 0.156165 3 3 0.498843 15 1 0.977895 11 4 0.359765 14 1 0.0170347 4 5 0.710493 14 4 0.152424 12 4 0.239482 7 5 0.337971 8 5 0.385658 7 4 0.285957 10 5 0.649235 0 4 0.298939 11 5 0.976939 14 2 0.93976 7 5 0.840824 7 2 0.940926 5 3 0.524657 4 3 0.669965 2 2 0.827314 7 3 0.788393 14 2 0.24822 STREAMCOST 2.5006 5.07347 1.9077 8.22685 4.52288 5.76194 8.42396 7.00107 5.88699 4.97466 9.50431 8.15992 3.13103 5.81563 9.5373 2.7692 HEUR 2 79 20 63.0419 79 21 65.0749 79 40 74.0272 79 41 171.402 79 42 96.0688 79 43 310.697 79 44 144.755 79 45 223.068 79 46 103.382 79 47 86.2685 79 30 64.4712 79 31 66.45 79 32 66.9719 79 33 64.4712 # ARGUMENTS VAR RATIO 10 TREE 80 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 11 14 14 11 6 4 14 16 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 6 5 0.589983 6 5 0.198236 7 5 0.900096 9 3 0.809118 13 5 0.466094 12 1 0.160315 4 3 0.596339 14 5 0.316052 15 2 0.226473 7 4 0.338277 4 4 0.753593 6 2 0.679859 0 3 0.822349 14 1 0.331197 6 5 0.160795 14 4 0.415457 10 1 0.811488 12 4 0.534744 5 4 0.670299 8 4 0.0285374 2 2 0.0895773 8 2 0.114252 13 4 0.180214 8 1 0.58971 2 1 0.346253 1 3 0.708291 7 4 0.660747 1 5 0.210194 0 3 0.752913 2 4 0.921904 3 5 0.754113 3 2 0.0749393 2 2 0.140666 8 1 0.97873 6 5 0.654363 15 2 0.373682 4 2 0.286915 6 2 0.457805 15 2 0.122918 6 5 0.987068 8 1 0.0783906 13 3 0.72588 9 5 0.613749 7 4 0.604732 STREAMCOST 4.86094 6.20573 6.46535 6.29502 6.39652 8.2275 8.73537 9.59054 8.47912 2.93936 7.64129 7.09043 1.83844 5.07971 5.78767 2.41166 HEUR 2 80 20 45.293 80 21 51.371 80 40 54.1133 80 41 111.215 80 42 57.1542 80 43 368.361 80 44 95.2057 80 45 219.646 80 46 69.0989 80 47 65.4204 80 30 48.9418 80 31 53.6562 80 32 53.6799 80 33 48.9419 # ARGUMENTS VAR RATIO 10 TREE 81 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 8 10 7 17 19 14 19 19 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 10 2 0.895554 10 3 0.576206 14 4 0.132602 12 5 0.0463826 13 3 0.280875 14 4 0.536454 12 3 0.637975 11 5 0.584569 1 3 0.897826 7 1 0.41124 13 5 0.528652 13 1 0.131187 13 2 0.174169 0 2 0.875288 3 4 0.384011 7 5 0.741239 15 2 0.949156 1 2 0.181974 8 5 0.457406 2 5 0.539661 2 1 0.162538 3 1 0.357806 10 1 0.824765 6 4 0.206037 6 1 0.957647 10 2 0.537621 1 3 0.128727 0 5 0.652591 8 2 0.393911 3 5 0.0318952 5 1 0.563675 11 5 0.136307 14 3 0.327605 9 5 0.880058 13 3 0.17442 6 1 0.353369 3 2 0.537285 15 1 0.982803 13 5 0.083564 11 2 0.191206 5 5 0.711927 8 3 0.962138 7 3 0.789722 6 3 0.554384 2 2 0.541527 5 3 0.51301 5 1 0.632533 11 3 0.0330794 4 4 0.869011 0 1 0.396784 12 2 0.416706 9 3 0.0339662 10 5 0.121402 10 2 0.930997 STREAMCOST 6.52323 1.49436 7.9265 5.96081 9.96826 2.85087 4.28228 9.5446 1.46808 4.6818 6.97195 2.74811 3.08546 3.79386 7.0183 9.84604 HEUR 2 81 20 35.7257 81 21 41.4225 81 40 41.2653 81 41 92.377 81 42 58.7233 81 43 310.686 81 44 85.211 81 45 128.506 81 46 78.7739 81 47 63.5365 81 30 40.51 81 31 40.5348 81 32 40.5348 81 33 40.51 # ARGUMENTS VAR RATIO 10 TREE 82 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 6 2 13 8 13 16 16 16 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 5 3 0.963858 3 3 0.0471073 0 2 0.199113 4 3 0.666733 3 2 0.786448 0 2 0.348486 11 3 0.0335649 12 2 0.711922 3 1 0.991863 4 4 0.812051 6 5 0.216556 10 5 0.679327 5 1 0.44598 5 5 0.00184354 11 4 0.902525 12 4 0.222225 13 5 0.752388 7 4 0.587614 12 1 0.755087 11 3 0.296523 6 2 0.157207 2 2 0.165283 1 2 0.767923 7 2 0.393907 4 3 0.185222 11 2 0.294284 14 5 0.81988 6 5 0.384718 1 2 0.806605 14 2 0.36356 2 4 0.12866 3 3 0.484711 13 1 0.0663083 0 1 0.984653 7 1 0.00526085 5 3 0.668083 11 5 0.77049 8 5 0.854745 7 5 0.724221 7 3 0.377941 15 5 0.251116 5 4 0.831791 15 2 0.0668451 10 1 0.558057 STREAMCOST 9.35474 8.13757 4.99214 8.51214 4.40198 9.90999 9.7528 3.40524 8.1706 7.72349 2.57064 8.54834 6.48412 7.76387 3.38915 8.4422 HEUR 2 82 20 83.349 82 21 114.02 82 40 121.769 82 41 220.997 82 42 146.925 82 43 358.337 82 44 148.436 82 45 162.794 82 46 137.238 82 47 131.391 82 30 99.6824 82 31 117.198 82 32 117.199 82 33 99.6824 # ARGUMENTS VAR RATIO 10 TREE 83 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 6 12 14 17 14 19 16 6 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 5 3 0.105015 0 3 0.268669 3 5 0.157159 1 3 0.624267 11 4 0.647314 10 1 0.921546 3 2 0.730341 8 1 0.833103 8 4 0.68233 1 4 0.611883 14 1 0.832209 6 5 0.43457 2 2 0.328642 11 1 0.817077 0 4 0.529725 6 4 0.651173 3 3 0.103704 0 3 0.474213 15 4 0.360061 12 3 0.124253 12 5 0.0491372 6 4 0.623419 3 2 0.477421 6 1 0.11903 8 5 0.416278 9 5 0.977299 5 1 0.26466 6 5 0.904142 12 2 0.748005 7 2 0.574079 2 5 0.222779 8 2 0.97117 8 2 0.0672847 2 3 0.197077 10 1 0.383776 6 3 0.845604 13 4 0.323479 1 5 0.632692 2 5 0.207036 11 2 0.51411 14 2 0.275504 10 1 0.0772846 9 4 0.461961 11 2 0.652224 9 3 0.836983 14 1 0.391248 15 1 0.926815 8 2 0.706037 6 5 0.109816 0 3 0.131703 14 1 0.386227 STREAMCOST 8.92761 3.82918 8.14521 5.47541 3.77829 2.91629 3.29294 3.93918 7.68794 9.60759 3.70929 1.84118 7.40238 5.23361 8.58398 9.18744 HEUR 2 83 20 45.6031 83 21 42.2781 83 40 51.7299 83 41 113.069 83 42 56.2918 83 43 264.887 83 44 127.762 83 45 146.217 83 46 63.6473 83 47 54.2468 83 30 47.4894 83 31 47.5214 83 32 47.5214 83 33 47.4898 # ARGUMENTS VAR RATIO 10 TREE 84 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 1 12 8 10 5 7 13 8 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 8 3 0.934819 5 2 0.955488 0 3 0.698413 1 5 0.72557 10 1 0.527504 4 5 0.15966 5 5 0.189564 1 1 0.843803 15 3 0.811024 12 5 0.899206 0 3 0.283115 15 2 0.351485 0 1 0.348961 8 3 0.227396 2 1 0.507827 2 2 0.959699 15 3 0.474852 10 2 0.281039 4 1 0.0213794 7 2 0.148959 4 5 0.947938 13 4 0.659473 13 3 0.573459 14 1 0.492964 9 3 0.544213 2 3 0.324284 9 4 0.538696 14 3 0.340438 11 4 0.317657 9 2 0.568042 STREAMCOST 8.45253 4.44481 4.34823 4.10674 9.17523 4.83652 1.96229 4.12591 8.13489 3.83175 8.90803 2.54094 4.66168 1.88893 9.03317 1.76403 HEUR 2 84 20 56.9771 84 21 57.3005 84 40 62.2149 84 41 112.842 84 42 71.9392 84 43 208.835 84 44 101.447 84 45 125.131 84 46 84.9852 84 47 81.9567 84 30 59.1483 84 31 60.3797 84 32 67.9852 84 33 59.1483 # ARGUMENTS VAR RATIO 10 TREE 85 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 13 19 11 11 6 1 14 15 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 9 4 0.407671 11 3 0.974891 10 1 0.960904 4 5 0.101629 1 3 0.13134 11 3 0.313638 15 5 0.343245 1 5 0.536632 0 1 0.458004 8 5 0.604611 5 5 0.943037 15 2 0.931748 2 1 0.0210561 7 5 0.136702 1 3 0.701753 12 3 0.492711 3 2 0.763747 3 3 0.51432 9 3 0.370449 10 2 0.554474 3 4 0.283073 14 4 0.0526409 6 3 0.399648 14 2 0.581846 7 2 0.569234 5 4 0.765237 1 1 0.759875 6 1 0.602954 14 2 0.259856 4 3 0.846463 3 2 0.345627 8 2 0.0681824 1 2 0.628643 4 4 0.916225 5 1 0.291939 14 1 0.531208 6 2 0.19778 5 4 0.0556077 0 2 0.240377 11 5 0.729164 5 4 0.251586 11 3 0.617017 STREAMCOST 2.19635 9.05586 5.30715 6.9117 5.76289 9.88147 7.6795 8.66417 2.55401 1.10343 6.42263 3.05592 1.48637 2.54924 6.74244 6.44244 HEUR 2 85 20 51.291 85 21 52.5259 85 40 56.2632 85 41 109.641 85 42 60.1505 85 43 249.922 85 44 186.345 85 45 190.013 85 46 90.6498 85 47 84.3074 85 30 52.1019 85 31 53.2879 85 32 53.7376 85 33 52.3476 # ARGUMENTS VAR RATIO 10 TREE 86 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 5 20 5 19 4 3 16 15 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 3 4 0.206067 12 2 0.140264 12 5 0.308244 7 2 0.87872 6 5 0.132085 14 3 0.0243271 2 3 0.0707028 7 3 0.871821 5 2 0.668922 11 2 0.442139 2 2 0.379973 7 4 0.408233 7 5 0.871272 14 2 0.259026 10 2 0.58451 10 5 0.191571 2 1 0.0380831 13 1 0.651457 14 3 0.0636715 12 1 0.976252 1 2 0.58211 14 4 0.00582846 12 1 0.655932 5 1 0.27589 10 5 0.960352 9 4 0.848701 7 1 0.811506 3 2 0.464684 10 1 0.892205 9 2 0.166407 14 2 0.622377 2 1 0.782104 0 1 0.768947 2 3 0.852308 10 4 0.879189 0 1 0.50644 6 3 0.000389147 12 5 0.371089 11 2 0.627408 7 5 0.630186 4 3 0.366908 STREAMCOST 7.40354 4.19556 5.29977 8.61557 8.85318 1.51153 3.93941 9.61149 3.11359 5.63832 3.13399 2.40266 7.15855 7.33534 2.60097 2.56509 HEUR 2 86 20 63.6178 86 21 77.7474 86 40 100.316 86 41 138.548 86 42 99.7862 86 43 265.438 86 44 176.924 86 45 177.581 86 46 130.808 86 47 120.138 86 30 76.3891 86 31 87.7842 86 32 99.5349 86 33 76.3891 # ARGUMENTS VAR RATIO 10 TREE 87 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 14 19 20 6 20 12 2 12 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 4 5 0.938449 7 3 0.82682 8 5 0.764621 14 5 0.539841 3 5 0.952614 8 1 0.0532141 8 2 0.90891 14 1 0.384864 15 1 0.958416 0 1 0.0378566 4 5 0.483592 13 4 0.331504 9 3 0.390802 8 1 0.187791 2 5 0.823203 11 5 0.648984 4 2 0.250598 6 2 0.629186 5 3 0.780716 15 1 0.455983 13 5 0.459473 13 4 0.10767 2 4 0.27505 9 2 0.789303 11 5 0.644035 10 1 0.496127 11 4 0.750786 15 1 0.435174 1 1 0.391005 11 5 0.508799 0 2 0.804567 6 4 0.819009 4 1 0.979803 11 4 0.966759 2 5 0.963875 8 3 0.567999 2 5 0.752422 10 4 0.0190216 9 4 0.599485 10 4 0.450752 13 3 0.0750588 11 4 0.856988 5 2 0.175798 13 4 0.608489 8 5 0.272928 10 4 0.432574 12 4 0.951256 1 3 0.929402 11 1 0.95772 9 2 0.754054 10 2 0.533042 11 3 0.33361 STREAMCOST 1.40544 2.00087 3.1254 2.81503 1.71063 2.45262 8.70792 6.30219 2.81876 7.17461 2.34276 9.19802 1.9462 4.81448 7.44635 3.08784 HEUR 2 87 20 31.4933 87 21 40.2079 87 40 42.2905 87 41 112.304 87 42 43.4605 87 43 260.757 87 44 91.1473 87 45 219.568 87 46 57.7944 87 47 48.0994 87 30 36.6578 87 31 41.7379 87 32 41.8455 87 33 36.6578 # ARGUMENTS VAR RATIO 10 TREE 88 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 13 13 11 19 11 14 18 15 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 14 2 0.514881 10 5 0.634302 9 2 0.0132989 12 2 0.207061 1 5 0.340629 12 2 0.564204 10 1 0.936002 0 1 0.969459 9 3 0.157172 4 1 0.699588 11 3 0.273711 5 3 0.94345 15 4 0.504111 14 5 0.849987 5 2 0.297996 11 1 0.211078 7 4 0.977932 8 3 0.145288 0 4 0.655808 10 1 0.489701 4 1 0.978097 7 1 0.286169 5 2 0.00221171 11 4 0.0318865 0 3 0.276593 2 1 0.394121 1 3 0.957712 15 5 0.74754 10 3 0.979751 14 3 0.0770475 1 1 0.804689 1 4 0.903682 11 5 0.974232 4 4 0.359044 10 1 0.335199 7 4 0.174887 4 4 0.00240788 7 5 0.45118 4 3 0.867849 6 3 0.291467 14 1 0.60721 6 5 0.0541232 6 4 0.97842 12 5 0.803396 15 5 0.948745 5 4 0.0259195 5 1 0.324277 12 1 0.402373 2 2 0.00109045 0 1 0.834951 8 4 0.969268 2 3 0.372841 6 2 0.555052 14 3 0.734852 STREAMCOST 6.44087 1.50345 5.32653 4.95786 2.52566 6.29333 2.9639 9.80851 7.52606 3.74781 1.26642 7.5866 6.63505 1.7485 4.32178 6.75627 HEUR 2 88 20 27.4755 88 21 27.5868 88 40 32.6554 88 41 89.8521 88 42 43.3539 88 43 340.726 88 44 87.9642 88 45 115.116 88 46 52.6243 88 47 42.0956 88 30 27.9502 88 31 27.9504 88 32 27.9508 88 33 27.9502 # ARGUMENTS VAR RATIO 10 TREE 89 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 10 8 6 14 6 6 2 13 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 15 3 0.119226 9 4 0.0567751 5 2 0.892836 15 1 0.0960789 7 4 0.619199 0 4 0.647323 15 5 0.249711 9 2 0.922488 0 2 0.187151 15 5 0.20076 11 2 0.705913 11 2 0.706554 11 3 0.652267 11 3 0.273394 4 3 0.42087 0 1 0.306759 6 4 0.458382 4 1 0.655965 14 4 0.0606296 5 1 0.917141 1 3 0.765619 11 1 0.189363 3 1 0.844422 3 3 0.999202 4 2 0.555479 14 5 0.936418 10 4 0.274435 15 4 0.690241 8 1 0.597499 1 4 0.680061 12 2 0.965365 4 1 0.904511 STREAMCOST 2.96882 9.15114 2.63589 4.77341 3.254 4.30197 2.38559 3.01419 7.57508 5.03163 5.38553 4.88386 9.47853 2.10377 9.4911 3.65744 HEUR 2 89 20 62.4218 89 21 63.3891 89 40 65.4743 89 41 139.658 89 42 75.2425 89 43 223.798 89 44 105.267 89 45 160.073 89 46 86.0679 89 47 85.7661 89 30 63.2612 89 31 64.4619 89 32 64.5628 89 33 63.2663 # ARGUMENTS VAR RATIO 10 TREE 90 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 4 17 4 4 20 7 19 9 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 7 3 0.336287 1 1 0.11179 8 2 0.639736 3 2 0.352089 1 5 0.559471 0 1 0.808307 2 4 0.172229 3 3 0.487428 9 4 0.99017 5 5 0.0234201 6 1 0.162344 6 3 0.836281 3 3 0.673895 0 5 0.38925 4 1 0.0923233 8 5 0.868988 3 3 0.845628 3 1 0.0734832 15 2 0.51743 1 5 0.665937 14 4 0.611651 3 4 0.794492 4 4 0.408612 13 2 0.449614 8 1 0.720337 13 3 0.596853 15 2 0.187752 4 4 0.141052 6 4 0.0937664 7 2 0.521973 7 3 0.548645 3 1 0.530068 7 4 0.189492 2 4 0.587637 9 1 0.793237 10 3 0.376067 7 2 0.742022 10 4 0.547773 12 2 0.335795 8 2 0.903725 STREAMCOST 2.58231 2.09566 2.39005 5.01533 8.01083 4.24071 3.73643 6.13828 6.95463 4.63708 4.01407 3.58632 3.66552 8.11315 4.39029 9.10933 HEUR 2 90 20 58.1262 90 21 69.0066 90 40 70.6736 90 41 143.105 90 42 85.3235 90 43 230.957 90 44 119.925 90 45 153.544 90 46 87.5459 90 47 79.2289 90 30 67.9278 90 31 69.7257 90 32 70.511 90 33 67.9278 # ARGUMENTS VAR RATIO 10 TREE 91 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 5 20 7 10 6 12 2 19 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 7 2 0.540665 5 4 0.951824 3 2 0.18269 14 3 0.191001 13 5 0.39443 6 5 0.837512 7 5 0.539312 12 4 0.278586 3 2 0.961565 3 4 0.606345 8 4 0.0387286 2 1 0.193752 5 5 0.933468 15 2 0.348609 5 5 0.322393 10 2 0.384377 11 2 0.888162 12 2 0.406721 14 4 0.994445 12 5 0.571125 0 3 0.0835986 11 2 0.268216 13 4 0.830728 8 5 0.818893 3 3 0.779883 0 3 0.200576 5 2 0.538289 12 1 0.677447 3 2 0.856507 12 3 0.610919 3 3 0.174911 14 3 0.121224 9 5 0.782178 6 1 0.21567 15 4 0.4982 0 1 0.883175 8 2 0.651834 11 3 0.903375 4 5 0.855528 STREAMCOST 3.29372 9.70323 4.83263 7.54144 6.00805 9.82906 2.91784 3.08564 2.74683 8.72893 9.36232 6.77444 3.49906 8.0213 7.32282 2.69773 HEUR 2 91 20 51.5399 91 21 81.1753 91 40 83.5287 91 41 126.017 91 42 86.2084 91 43 337.476 91 44 115.494 91 45 135.445 91 46 96.5946 91 47 95.8576 91 30 55.9867 91 31 82.7863 91 32 83.1287 91 33 55.9927 # ARGUMENTS VAR RATIO 10 TREE 92 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 18 19 16 5 9 17 10 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 7 3 0.885931 0 2 0.53295 15 5 0.603425 6 5 0.491012 7 4 0.692969 3 5 0.169654 4 1 0.647312 9 1 0.416892 6 4 0.0240918 7 3 0.306147 12 5 0.478444 1 1 0.609238 0 1 0.985023 14 4 0.903656 13 5 0.105374 5 3 0.301083 4 2 0.0744291 1 3 0.0159096 14 2 0.574244 2 1 0.32298 14 3 0.236604 11 1 0.628759 14 2 0.342768 10 4 0.440834 5 3 0.953245 15 1 0.935042 1 1 0.642703 9 4 0.394616 15 1 0.231966 5 1 0.125983 12 1 0.62399 9 2 0.382912 5 5 0.41534 14 3 0.990074 13 3 0.187326 11 1 0.2954 12 5 0.00756047 2 3 0.479554 11 2 0.0341265 13 2 0.383457 5 1 0.700797 15 1 0.301524 1 5 0.449183 12 5 0.412949 14 1 0.921433 STREAMCOST 9.53717 4.91049 3.73233 5.80019 8.54949 1.0467 4.57804 1.59694 4.35594 8.89518 2.22371 2.05287 6.16738 7.84655 3.40272 9.96774 HEUR 2 92 20 5.95818 92 21 19.1556 92 40 38.522 92 41 14.3085 92 42 13.737 92 43 135.535 92 44 128.389 92 45 162.751 92 46 24.6259 92 47 22.4248 92 30 6.09902 92 31 12.8213 92 32 37.8458 92 33 6.09902 # ARGUMENTS VAR RATIO 10 TREE 93 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 13 12 14 18 7 5 20 3 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 9 4 0.420406 0 1 0.164092 0 5 0.0152882 1 5 0.0452436 14 3 0.0275013 14 5 0.433852 9 1 0.659417 5 3 0.846096 1 1 0.582543 1 1 0.546069 15 3 0.746825 0 2 0.799317 7 2 0.577246 11 2 0.729419 4 4 0.606454 11 1 0.0134572 3 3 0.59538 15 3 0.827335 0 5 0.383913 2 1 0.800261 7 2 0.0270415 15 4 0.40552 7 4 0.796038 10 5 0.896493 14 1 0.10111 3 5 0.494306 5 2 0.591958 2 1 0.0279322 7 2 0.0302455 2 5 0.5222 14 2 0.132297 5 5 0.0368047 0 3 0.156067 1 1 0.345186 1 2 0.955901 7 2 0.908923 3 1 0.69222 7 5 0.671822 2 2 0.22671 7 2 0.192363 13 4 0.133202 6 1 0.0467721 9 2 0.399962 10 5 0.437102 STREAMCOST 9.03483 8.20507 7.4022 4.51093 8.30108 8.69509 2.69871 3.37398 6.7674 7.49507 7.31738 2.90415 7.6276 2.16505 9.66386 3.02186 HEUR 2 93 20 36.1488 93 21 38.7287 93 40 44.9007 93 41 140.851 93 42 58.3457 93 43 313.281 93 44 117.523 93 45 176.429 93 46 73.3227 93 47 54.5625 93 30 43.2671 93 31 43.3176 93 32 43.618 93 33 43.2671 # ARGUMENTS VAR RATIO 10 TREE 94 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 15 16 13 12 14 11 9 8 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 15 4 0.268109 4 5 0.484102 11 1 0.485036 4 4 0.138952 15 2 0.641046 0 3 0.203998 12 3 0.702575 11 3 0.738274 15 4 0.377336 0 4 0.201159 7 2 0.185595 2 3 0.438192 10 1 0.0458772 3 5 0.112146 7 1 0.831272 11 4 0.347933 4 1 0.986851 10 1 0.514266 11 1 0.197595 11 5 0.900005 2 1 0.0661146 13 3 0.537859 1 5 0.283644 5 4 0.381383 12 1 0.655092 13 2 0.269822 9 2 0.958203 15 2 0.643871 5 5 0.317423 0 4 0.617017 7 1 0.505178 1 5 0.744194 15 2 0.730807 1 2 0.718171 2 5 0.860031 12 4 0.790801 8 2 0.238004 9 5 0.82275 14 2 0.835376 9 4 0.0181211 2 3 0.098709 10 3 0.397726 13 5 0.355279 12 4 0.016453 12 3 0.482003 0 1 0.563336 3 3 0.853856 STREAMCOST 4.29545 6.2082 2.49065 7.90149 3.69421 4.81162 9.84071 9.29874 4.14616 6.15922 6.71797 5.41481 5.46438 9.69082 2.71973 8.62314 HEUR 2 94 20 57.1018 94 21 57.9566 94 40 66.5696 94 41 192.146 94 42 63.8587 94 43 333.683 94 44 127.149 94 45 208.544 94 46 77.4139 94 47 75.2059 94 30 63.3141 94 31 63.7625 94 32 63.7647 94 33 63.3138 # ARGUMENTS VAR RATIO 10 TREE 95 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 5 6 4 13 18 5 15 7 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 13 3 0.704494 3 3 0.921612 11 3 0.960772 5 1 0.226187 14 3 0.639788 10 5 0.797156 12 4 0.477924 0 5 0.174429 5 5 0.671472 3 1 0.0519943 1 1 0.637144 9 3 0.518894 14 3 0.573471 1 1 0.591495 15 1 0.335091 2 1 0.250769 14 3 0.839873 12 3 0.196473 11 2 0.244433 13 5 0.922821 14 5 0.903389 4 4 0.868449 6 5 0.155608 13 4 0.0115385 13 2 0.927514 13 4 0.68136 5 3 0.00794057 12 4 0.997093 8 2 0.454876 6 3 0.852473 13 1 0.094899 9 5 0.426151 5 1 0.946266 1 3 0.849253 STREAMCOST 5.20502 1.2658 3.22298 5.41662 9.26422 4.79452 7.8057 4.60244 4.07968 7.49167 8.25277 8.28948 4.1991 7.22594 2.35467 3.37134 HEUR 2 95 20 77.6394 95 21 87.0176 95 40 92.4504 95 41 158.616 95 42 106.825 95 43 305.735 95 44 151.489 95 45 177.998 95 46 167.209 95 47 163.725 95 30 82.0438 95 31 88.0929 95 32 88.4663 95 33 82.0196 # ARGUMENTS VAR RATIO 10 TREE 96 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 5 10 19 18 17 1 19 15 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 4 1 0.949174 4 1 0.103491 2 2 0.818124 5 5 0.265039 15 5 0.927346 13 2 0.979522 11 3 0.191315 8 5 0.112954 3 4 0.497754 13 4 0.0247456 0 5 0.377164 13 3 0.38532 15 2 0.724868 6 4 0.131019 15 5 0.68664 3 2 0.209868 13 4 0.829567 7 4 0.402835 5 3 0.635886 0 2 0.27427 7 2 0.511141 6 5 0.764474 15 3 0.101574 5 3 0.384731 10 1 0.493178 11 1 0.9819 3 4 0.882612 5 1 0.557481 5 5 0.00417492 2 4 0.796488 10 1 0.416492 10 3 0.894778 6 3 0.831316 5 2 0.760805 12 1 0.324183 2 3 0.339887 10 4 0.651924 14 5 0.21514 12 2 0.388115 9 5 0.318967 7 2 0.394942 7 1 0.458725 2 4 0.0492984 14 3 0.160432 5 4 0.865819 15 3 0.720275 7 3 0.431529 0 1 0.813776 5 3 0.257189 STREAMCOST 7.89055 8.71878 7.64784 3.96969 5.16838 6.56642 8.07796 4.59486 7.69681 4.26947 4.74319 7.68527 9.3108 2.71471 3.67169 3.41638 HEUR 2 96 20 25.2742 96 21 62.6516 96 40 63.5621 96 41 108.043 96 42 71.5091 96 43 267.383 96 44 194.318 96 45 153.097 96 46 66.0054 96 47 65.4976 96 30 31.0048 96 31 61.5253 96 32 61.5404 96 33 31.0048 # ARGUMENTS VAR RATIO 10 TREE 97 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 17 17 20 14 9 3 6 10 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 13 5 0.601874 4 5 0.492943 0 1 0.186615 12 4 0.113091 2 5 0.506014 13 5 0.311292 7 5 0.245007 14 2 0.0760689 5 1 0.707172 14 3 0.18954 0 4 0.749404 9 1 0.180756 14 5 0.683966 4 2 0.882706 3 2 0.987479 6 4 0.476541 5 4 0.318664 0 4 0.72891 15 3 0.690878 14 1 0.0430692 13 3 0.269225 4 3 0.148102 8 3 0.99842 3 3 0.226293 9 5 0.322058 12 1 0.48787 5 3 0.00195666 10 3 0.720806 11 1 0.691927 5 2 0.212818 9 3 0.278695 5 2 0.551842 2 4 0.659769 8 4 0.689842 11 5 0.319379 9 3 0.573423 15 4 0.733377 5 5 0.36741 6 3 0.353152 8 1 0.368777 6 5 0.842217 13 1 0.257072 14 2 0.788126 12 5 0.478072 15 2 0.323065 2 2 0.20979 STREAMCOST 8.52835 8.45884 1.47629 6.60112 4.29464 6.83615 8.61562 7.59415 5.70372 7.89251 9.37863 7.26349 9.71148 9.60251 8.74125 4.52739 HEUR 2 97 20 47.8067 97 21 56.9452 97 40 59.829 97 41 123.25 97 42 66.1166 97 43 383.957 97 44 109.834 97 45 206.573 97 46 96.0989 97 47 82.1082 97 30 57.966 97 31 61.1695 97 32 62.6537 97 33 57.966 # ARGUMENTS VAR RATIO 10 TREE 98 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 15 7 12 1 7 3 16 16 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 2 4 0.842325 7 2 0.435508 15 2 0.128887 5 1 0.37001 1 2 0.371862 5 4 0.0102335 0 4 0.551186 2 1 0.57301 11 4 0.879509 2 2 0.802612 1 1 0.673676 11 2 0.72005 11 3 0.057249 6 2 0.673977 2 5 0.533492 4 2 0.14751 0 2 0.215185 4 2 0.664277 2 5 0.221309 15 3 0.32716 14 5 0.11123 1 2 0.635729 0 3 0.151533 11 2 0.263018 7 2 0.684385 15 5 0.0427634 10 2 0.715709 12 5 0.151162 0 4 0.750301 5 5 0.933095 15 3 0.0441707 5 4 0.457847 15 2 0.455103 1 1 0.866371 12 1 0.0709504 3 1 0.901546 STREAMCOST 2.30303 4.33422 5.31653 6.25345 4.53302 5.54498 2.9937 7.24747 9.23289 8.02497 4.29646 3.15851 9.62829 9.94556 7.71107 7.99686 HEUR 2 98 20 55.8351 98 21 62.8053 98 40 76.3795 98 41 121.429 98 42 83.8603 98 43 263.926 98 44 162.634 98 45 156.206 98 46 87.7946 98 47 85.3278 98 30 64.5783 98 31 67.7242 98 32 87.1318 98 33 64.9608 # ARGUMENTS VAR RATIO 10 TREE 99 NBSTREAMS 16 NBAND 8 NBMAXLEAVES 20 NBLEAF 14 15 10 17 17 15 1 15 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 7 2 0.539806 13 2 0.465529 9 4 0.292308 5 3 0.103466 12 2 0.82546 2 3 0.232824 11 3 0.219521 5 1 0.744647 5 4 0.256854 12 2 0.790332 11 3 0.0219205 4 3 0.995365 12 1 0.457243 6 3 0.15462 15 3 0.616968 12 5 0.474763 8 3 0.0553813 5 5 0.0767484 11 4 0.438708 12 1 0.615039 4 5 0.779351 2 3 0.200659 11 5 0.867557 10 4 0.516437 1 4 0.135074 12 2 0.554864 13 4 0.19361 3 1 0.703365 7 2 0.369237 9 3 0.600786 4 4 0.568112 11 5 0.0768889 15 2 0.109289 4 4 0.966071 8 4 0.647116 2 2 0.681759 5 5 0.733358 14 4 0.20797 0 5 0.087143 3 4 0.153775 15 4 0.389075 0 4 0.795886 4 1 0.465065 1 3 0.818978 12 5 0.999047 12 5 0.819457 9 5 0.768283 6 2 0.318898 14 4 0.423103 STREAMCOST 6.65074 2.95109 7.16518 8.83555 7.41817 2.07341 7.43505 8.36039 2.99804 2.11924 1.74884 1.80281 5.5036 5.01826 9.46092 4.57257 HEUR 2 99 20 30.5421 99 21 61.158 99 40 66.0326 99 41 113.623 99 42 76.7573 99 43 92.8427 99 44 126.183 99 45 124.781 99 46 91.6437 99 47 91.2356 99 30 30.9443 99 31 67.161 99 32 67.1669 99 33 30.9443