# ARGUMENTS VAR RATIO 5 TREE 0 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 11 12 15 17 VALUE 9 5 0.544883 13 3 0.623564 10 2 0.437587 4 5 0.056713 15 2 0.383442 7 4 0.812169 8 3 0.568045 6 5 0.836079 1 2 0.0871293 10 1 0.368242 13 5 0.778157 2 5 0.870087 15 3 0.799159 12 3 0.520477 12 4 0.118274 11 4 0.58202 2 3 0.944669 12 3 0.105908 6 3 0.264556 2 4 0.736918 7 2 0.568434 2 1 0.324141 9 1 0.612096 3 4 0.386489 15 5 0.68182 7 2 0.613063 6 5 0.697631 1 1 0.969809 10 4 0.670638 2 2 0.358152 2 4 0.315428 9 2 0.325047 9 1 0.438602 10 5 0.958949 1 4 0.208877 10 1 0.9953 10 3 0.253292 6 3 0.474698 3 4 0.15897 5 1 0.674752 10 2 0.138183 12 1 0.949571 5 4 0.820993 0 1 0.622846 13 4 0.0960984 15 5 0.878193 7 3 0.976761 0 4 0.451159 11 1 0.0391878 7 2 0.979587 1 2 0.29614 7 1 0.688661 5 5 0.414263 14 1 0.216822 11 3 0.566601 STREAMCOST 8.78592 3.38851 5.58072 5.70923 9.25051 1.84546 9.29042 6.18352 1.74801 9.36367 3.49947 3.86712 1.08421 7.00669 8.58108 2.18618 HEUR 2 0 20 19.3031 0 21 22.5155 0 40 25.3721 0 41 64.37 0 42 33.9231 0 43 186.86 0 44 72.3426 0 45 143.018 0 46 27.5668 0 47 20.5629 0 30 22.7156 0 31 22.7158 0 32 22.7164 0 33 22.7156 # ARGUMENTS VAR RATIO 5 TREE 1 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 9 20 15 19 VALUE 0 1 0.302333 15 1 0.236089 1 2 0.18626 6 2 0.669746 6 5 0.538817 13 3 0.313274 10 3 0.204452 7 5 0.229577 0 3 0.670468 14 3 0.457205 8 3 0.140387 15 1 0.778389 12 4 0.968262 12 2 0.0928008 11 3 0.876389 13 5 0.829147 1 5 0.0390548 4 1 0.0592432 14 4 0.0983468 9 3 0.671654 15 3 0.533165 3 4 0.28963 5 1 0.686501 12 5 0.412539 0 1 0.750144 9 5 0.660636 11 2 0.280444 7 4 0.222125 1 1 0.447894 7 5 0.0961723 4 5 0.287775 1 1 0.524799 0 1 0.678836 14 2 0.910448 4 2 0.491573 9 1 0.565912 9 4 0.146729 15 3 0.260979 11 2 0.102334 8 3 0.949938 11 3 0.414179 8 1 0.765485 8 1 0.663795 2 3 0.792404 15 1 0.586555 14 5 0.540788 2 3 0.139276 14 5 0.377584 6 3 0.165354 10 5 0.361261 5 3 0.750812 10 4 0.126315 14 4 0.623672 10 4 0.353939 5 4 0.269928 5 5 0.752788 6 5 0.96484 0 4 0.498109 9 1 0.114746 12 5 0.0640673 7 2 0.57839 15 3 0.379803 3 4 0.90338 STREAMCOST 7.94435 6.16312 3.71224 1.02583 7.95465 6.5543 2.37637 3.9398 6.20771 5.74352 1.08107 8.97348 7.38138 4.21543 5.23577 9.17682 HEUR 2 1 20 26.6721 1 21 27.2728 1 40 28.3538 1 41 61.1767 1 42 30.4349 1 43 209.642 1 44 90.8604 1 45 77.7776 1 46 35.7321 1 47 34.2093 1 30 27.2752 1 31 27.2752 1 32 27.276 1 33 27.2752 # ARGUMENTS VAR RATIO 5 TREE 2 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 9 4 1 19 VALUE 8 5 0.435322 7 3 0.320536 5 1 0.204649 11 4 0.119951 4 3 0.266827 10 4 0.818227 8 4 0.13458 7 3 0.586797 2 4 0.785335 4 5 0.546207 7 3 0.846561 2 1 0.969632 8 2 0.0652865 4 3 0.116193 1 1 0.12716 7 3 0.565765 3 2 0.106946 12 2 0.577308 5 1 0.467787 5 2 0.468674 10 4 0.48307 12 3 0.663062 6 4 0.793637 15 3 0.119485 2 1 0.700752 13 5 0.509526 8 2 0.88952 15 2 0.315297 9 2 0.427546 12 3 0.353675 12 3 0.535604 4 5 0.7982 8 5 0.0820949 STREAMCOST 9.53281 4.29708 8.40596 8.65765 5.63625 4.65648 2.98898 1.24482 7.71968 3.2246 4.88384 1.6043 8.99473 9.94467 9.47074 9.73522 HEUR 2 2 20 36.7222 2 21 38.8349 2 40 43.7197 2 41 52.8412 2 42 45.2453 2 43 126.023 2 44 63.8968 2 45 79.3315 2 46 39.1451 2 47 38.8346 2 30 39.8695 2 31 41.1732 2 32 43.0671 2 33 39.8695 # ARGUMENTS VAR RATIO 5 TREE 3 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 12 2 15 17 VALUE 4 1 0.510828 9 5 0.437062 14 1 0.125585 0 2 0.247888 0 1 0.44081 11 1 0.14537 7 3 0.649144 3 2 0.353905 10 3 0.590863 14 1 0.765826 8 5 0.259252 6 3 0.552772 4 2 0.693138 9 3 0.27492 2 3 0.544649 12 4 0.817571 4 2 0.221958 14 2 0.718422 14 1 0.975995 2 4 0.325306 14 5 0.845751 6 2 0.424702 1 3 0.653411 12 3 0.713566 5 1 0.225055 5 3 0.56277 7 4 0.269236 9 2 0.203355 7 4 0.860534 10 3 0.871072 4 5 0.277978 5 3 0.0752001 3 4 0.201379 1 3 0.841041 1 4 0.483586 7 2 0.36234 11 3 0.746746 7 4 0.808362 11 2 0.3736 13 4 0.489291 5 3 0.572794 13 2 0.521604 7 1 0.0615289 4 2 0.807023 15 2 0.230584 0 4 0.482446 STREAMCOST 6.85429 1.23424 7.51545 5.55017 5.2758 9.26227 6.36997 2.8627 1.60272 9.3316 1.65306 3.49591 2.79078 2.58456 2.36675 9.91271 HEUR 2 3 20 34.9596 3 21 45.7676 3 40 46.1717 3 41 63.7216 3 42 48.384 3 43 99.3362 3 44 40.8426 3 45 90.0996 3 46 49.3209 3 47 47.6741 3 30 42.9828 3 31 46.0463 3 32 46.0463 3 33 42.9828 # ARGUMENTS VAR RATIO 5 TREE 4 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 20 19 11 4 VALUE 15 5 0.714816 9 4 0.597556 3 1 0.976274 3 1 0.69842 4 5 0.434792 10 4 0.00515915 3 3 0.862993 5 5 0.604132 2 2 0.597334 12 1 0.612525 6 2 0.0441601 10 5 0.811062 6 1 0.948977 0 4 0.945004 13 3 0.173165 7 1 0.0657095 9 1 0.167972 13 4 0.843528 6 5 0.527909 13 5 0.835257 8 2 0.108193 0 1 0.228763 8 2 0.524404 2 4 0.316116 6 2 0.649805 6 2 0.632664 9 2 0.767405 2 1 0.576997 6 2 0.502533 7 4 0.358766 4 1 0.554741 4 4 0.0474055 14 5 0.362854 3 4 0.810905 3 1 0.497794 1 1 0.685588 14 5 0.431822 5 5 0.876272 6 4 0.904668 5 3 0.904576 5 2 0.572139 13 5 0.733441 13 4 0.595688 10 1 0.0799792 9 1 0.245454 1 4 0.21743 14 5 0.514734 1 4 0.0642514 1 5 0.540075 2 1 0.591874 9 5 0.36365 5 4 0.0216187 0 3 0.109818 4 4 0.833149 STREAMCOST 5.63188 9.36432 6.14477 2.16042 8.59336 8.48022 5.38964 8.08078 8.2913 7.2068 5.59219 6.85397 9.34049 9.43562 7.00235 3.12536 HEUR 2 4 20 36.7284 4 21 37.1193 4 40 37.1653 4 41 126.619 4 42 42.9824 4 43 245.183 4 44 129.509 4 45 139.913 4 46 94.7539 4 47 82.7273 4 30 37.1082 4 31 37.1192 4 32 37.1193 4 33 37.1082 # ARGUMENTS VAR RATIO 5 TREE 5 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 5 2 18 17 VALUE 3 2 0.918611 15 3 0.089821 9 2 0.765908 5 3 0.486638 4 5 0.187721 12 1 0.649459 11 5 0.441309 3 1 0.764373 14 1 0.274086 3 3 0.119095 4 5 0.628788 8 3 0.492136 9 4 0.265819 0 2 0.093363 4 5 0.327564 13 1 0.892411 2 5 0.963931 8 5 0.0905487 3 5 0.0243066 7 2 0.684916 11 5 0.779515 9 1 0.563188 9 2 0.00164217 11 3 0.816168 10 5 0.985624 0 2 0.72056 12 4 0.870483 3 5 0.696665 0 3 0.469488 9 5 0.0645069 6 1 0.813732 5 3 0.608703 12 1 0.484931 1 1 0.93468 1 2 0.111454 7 2 0.0622116 15 2 0.631766 3 5 0.943054 9 2 0.635356 6 5 0.302002 14 1 0.912627 11 5 0.927302 STREAMCOST 1.84782 7.15809 4.24944 4.81785 1.31958 6.09716 5.91723 2.93481 8.16528 2.41328 1.46029 8.52233 2.69801 8.6055 4.2893 6.79314 HEUR 2 5 20 40.6674 5 21 45.2768 5 40 48.141 5 41 70.3591 5 42 50.8673 5 43 156.904 5 44 76.3859 5 45 79.0138 5 46 52.7893 5 47 51.0815 5 30 42.3876 5 31 47.0726 5 32 47.0726 5 33 42.3876 # ARGUMENTS VAR RATIO 5 TREE 6 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 18 19 7 5 VALUE 13 1 0.0416966 5 1 0.985029 9 1 0.529817 9 3 0.530396 5 3 0.622519 13 3 0.755013 11 2 0.518036 3 3 0.155615 10 4 0.990224 14 5 0.473026 6 4 0.876268 12 5 0.458185 0 4 0.718637 2 5 0.357095 11 4 0.709132 7 3 0.575952 1 1 0.957647 3 3 0.21789 3 5 0.717276 7 5 0.545692 4 4 0.671309 11 3 0.720098 11 4 0.93735 14 2 0.821605 4 2 0.402473 11 4 0.388219 11 3 0.406108 11 5 0.365127 7 5 0.373808 11 4 0.243837 1 4 0.398373 0 4 0.856288 12 3 0.283859 8 1 0.151656 7 5 0.334806 9 4 0.249227 3 2 0.331104 8 5 0.555833 9 3 0.885264 7 5 0.670656 13 5 0.180825 7 4 0.4161 7 2 0.404157 15 4 0.98309 13 3 0.68323 8 1 0.463911 11 2 0.0588373 6 1 0.28515 14 1 0.405102 STREAMCOST 4.91151 2.33462 6.28603 7.14058 5.70504 2.4714 7.13067 6.83403 1.79379 3.26453 6.66107 1.37238 8.01521 9.6285 2.76996 1.59598 HEUR 2 6 20 30.937 6 21 30.9482 6 40 32.1344 6 41 58.7872 6 42 43.5978 6 43 197.243 6 44 59.2674 6 45 127.062 6 46 47.0292 6 47 38.619 6 30 30.9371 6 31 30.9482 6 32 30.9536 6 33 30.9513 # ARGUMENTS VAR RATIO 5 TREE 7 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 2 5 16 7 VALUE 7 5 0.723465 7 5 0.308013 8 2 0.50112 1 1 0.419372 4 1 0.499882 8 4 0.868801 12 2 0.380941 6 1 0.67433 4 4 0.909594 11 2 0.345973 7 5 0.931206 4 1 0.750763 9 2 0.950129 13 2 0.174053 8 4 0.909128 15 1 0.448826 8 2 0.75041 5 4 0.193356 7 1 0.204849 7 3 0.613703 5 5 0.477401 5 2 0.276515 13 3 0.768648 15 2 0.179577 9 1 0.276049 1 3 0.547235 5 2 0.657399 4 2 0.920994 7 3 0.719324 6 3 0.986223 STREAMCOST 9.15781 8.14213 2.62406 4.08975 7.67007 3.70305 4.80137 5.5356 4.83808 6.6093 6.70942 6.91275 5.70616 3.33222 4.73397 4.64679 HEUR 2 7 20 45.6017 7 21 53.5559 7 40 54.2899 7 41 82.466 7 42 61.211 7 43 131.141 7 44 65.7321 7 45 77.2107 7 46 73.9637 7 47 61.2693 7 30 48.2868 7 31 53.6992 7 32 53.6992 7 33 48.2868 # ARGUMENTS VAR RATIO 5 TREE 8 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 18 1 20 5 VALUE 13 2 0.530856 13 2 0.422351 0 4 0.430469 12 3 0.401925 8 5 0.478392 14 3 0.146525 8 4 0.760896 6 4 0.818266 9 1 0.426092 5 2 0.482124 15 5 0.333774 0 2 0.267227 1 2 0.982871 10 1 0.300618 5 1 0.0709428 7 2 0.53099 6 5 0.896145 8 2 0.673571 15 1 0.0287321 5 2 0.274455 6 3 0.76416 10 5 0.282081 5 1 0.432476 1 2 0.665282 12 1 0.638239 7 1 0.648771 9 1 0.795575 10 1 0.0329391 7 5 0.790173 3 5 0.569936 9 2 0.0389123 2 3 0.374207 3 3 0.627056 4 2 0.843192 2 5 0.536144 11 1 0.442023 11 3 0.939651 10 5 0.499736 5 4 0.59575 7 4 0.616757 8 4 0.470893 7 1 0.0134061 1 1 0.434816 4 3 0.783233 STREAMCOST 2.67295 9.48457 5.76735 2.05525 6.39178 7.71093 7.48832 9.80577 3.75756 7.72058 4.63956 5.46016 8.40504 2.05767 6.28417 8.04379 HEUR 2 8 20 25.8794 8 21 24.6402 8 40 25.123 8 41 64.4269 8 42 27.6271 8 43 169.357 8 44 32.0626 8 45 91.3067 8 46 69.8341 8 47 37.9226 8 30 27.2292 8 31 27.5184 8 32 27.7989 8 33 27.2292 # ARGUMENTS VAR RATIO 5 TREE 9 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 1 8 11 10 VALUE 7 1 0.13383 5 1 0.013322 3 5 0.418508 2 2 0.138613 1 2 0.345499 7 1 0.315709 14 2 0.950964 11 1 0.967904 11 4 0.57276 2 5 0.136007 10 5 0.547838 8 4 0.943307 6 4 0.694439 9 5 0.639568 7 4 0.940524 6 5 0.834296 15 1 0.169636 1 3 0.0676696 15 3 0.64954 3 5 0.925223 15 5 0.185542 10 2 0.581751 13 4 0.906277 0 4 0.58026 5 1 0.463535 2 4 0.434889 7 3 0.477974 2 3 0.898923 13 5 0.187359 14 4 0.392781 STREAMCOST 7.33176 3.60406 9.3268 3.85077 1.35509 9.88205 6.82405 1.38567 6.74249 2.53103 5.15528 3.51755 1.47753 4.63075 1.34714 7.06343 HEUR 2 9 20 20.0508 9 21 20.0506 9 40 20.1434 9 41 75.387 9 42 22.4805 9 43 182.088 9 44 60.0103 9 45 94.152 9 46 24.8373 9 47 23.6746 9 30 20.0629 9 31 20.0626 9 32 22.9483 9 33 20.0629 # ARGUMENTS VAR RATIO 5 TREE 10 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 16 6 1 10 VALUE 10 3 0.748804 13 3 0.583322 3 1 0.198063 11 4 0.265566 2 2 0.0883398 2 4 0.683818 15 5 0.00394827 5 3 0.890817 13 1 0.612526 0 4 0.877615 4 4 0.917774 8 4 0.131458 8 3 0.14217 12 2 0.583901 10 1 0.441833 13 3 0.105402 9 2 0.513138 1 4 0.0564442 9 4 0.805223 0 3 0.611943 14 2 0.319236 8 1 0.3355 4 3 0.113984 1 5 0.853043 0 3 0.626287 1 3 0.731735 13 1 0.198948 12 5 0.83199 5 2 0.754648 9 2 0.872392 14 5 0.325512 7 1 0.875744 6 2 0.0934604 STREAMCOST 2.18162 8.38995 8.58536 2.36037 6.93133 4.45703 6.35896 9.49835 4.92718 9.88863 4.20625 5.10674 6.28418 8.43511 2.34524 3.26237 HEUR 2 10 20 42.5431 10 21 45.7903 10 40 45.7894 10 41 71.7234 10 42 49.2569 10 43 189.104 10 44 84.9831 10 45 124.221 10 46 47.2484 10 47 46.3404 10 30 42.9784 10 31 45.7884 10 32 45.8039 10 33 42.9784 # ARGUMENTS VAR RATIO 5 TREE 11 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 4 2 1 14 VALUE 7 1 0.724934 14 3 0.105175 7 2 0.0127808 14 3 0.826181 15 1 0.850795 14 4 0.713762 1 3 0.893904 12 5 0.587666 2 4 0.632334 10 1 0.970071 1 5 0.316367 12 1 0.0251493 12 5 0.818275 6 2 0.189703 5 2 0.111661 13 1 0.155145 11 4 0.599543 7 1 0.783309 7 1 0.401676 9 5 0.442472 11 5 0.602064 STREAMCOST 1.62184 5.97145 5.55783 9.54192 5.18415 9.88006 7.11016 4.04249 5.36643 3.15887 4.84437 8.16792 4.58406 1.57318 1.38703 4.28154 HEUR 2 11 20 15.7616 11 21 18.558 11 40 18.8076 11 41 26.8283 11 42 23.6472 11 43 27.873 11 44 28.8105 11 45 22.5823 11 46 34.5599 11 47 32.5742 11 30 15.7616 11 31 18.558 11 32 18.558 11 33 18.9491 # ARGUMENTS VAR RATIO 5 TREE 12 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 4 9 15 18 VALUE 4 1 0.533739 11 1 0.350478 14 1 0.900715 4 1 0.0825244 15 4 0.137209 5 2 0.675998 9 5 0.944225 7 5 0.912539 0 1 0.521226 2 3 0.907267 7 4 0.768134 15 1 0.456051 12 3 0.0208098 12 1 0.943178 1 2 0.309898 11 4 0.499945 7 2 0.816168 10 2 0.144299 11 1 0.702622 2 2 0.866227 5 1 0.978058 3 4 0.986561 15 1 0.767476 1 5 0.545464 6 3 0.451308 9 3 0.789426 15 5 0.177564 4 5 0.304234 6 4 0.424052 14 3 0.0205724 5 5 0.465508 9 1 0.152321 1 2 0.732521 13 4 0.725861 0 1 0.30017 7 2 0.568726 0 3 0.523246 12 3 0.410221 0 1 0.572405 9 5 0.264087 1 4 0.277117 14 4 0.573393 7 4 0.506556 9 3 0.313782 14 3 0.605778 10 4 0.233219 STREAMCOST 4.99485 1.55021 5.32042 6.32659 8.99603 5.96789 2.8765 8.63214 9.50123 7.85386 1.66123 4.36592 6.35637 5.88983 1.28036 9.59042 HEUR 2 12 20 25.8685 12 21 29.5454 12 40 30.3996 12 41 59.7314 12 42 33.8717 12 43 188.195 12 44 44.4357 12 45 89.3929 12 46 56.1334 12 47 51.449 12 30 30.1816 12 31 30.2812 12 32 30.4829 12 33 30.1816 # ARGUMENTS VAR RATIO 5 TREE 13 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 16 13 5 18 VALUE 13 5 0.965749 2 5 0.758584 7 4 0.609042 9 4 0.794021 10 2 0.722018 5 1 0.661912 4 5 0.0585125 11 5 0.471592 5 3 0.679848 7 2 0.530575 5 5 0.00941277 9 2 0.180307 15 4 0.217899 15 2 0.538388 14 3 0.0319037 9 1 0.689778 10 2 0.873813 0 1 0.78767 11 3 0.812841 3 1 0.595204 10 3 0.509262 7 3 0.511579 15 4 1.2038e-05 1 2 0.111526 11 5 0.324582 4 2 0.618113 11 3 0.918552 10 2 0.300219 7 4 0.252993 1 2 0.537619 9 1 0.772379 4 1 0.111194 10 3 0.54826 10 1 0.496901 1 4 0.245559 3 1 0.992791 14 1 0.680105 15 2 0.533621 9 1 0.556632 4 1 0.185954 13 3 0.405319 6 1 0.00291066 3 3 0.49064 7 4 0.792424 15 1 0.874786 11 3 0.990472 1 1 0.913213 2 2 0.181094 3 1 0.872432 6 1 0.16695 3 1 0.595399 15 3 0.358377 STREAMCOST 9.63041 1.24378 5.07915 5.90956 2.16062 7.99468 7.84511 6.09362 2.81471 5.04278 2.58157 9.84002 4.93406 5.7328 4.06235 8.9712 HEUR 2 13 20 14.862 13 21 15.5998 13 40 16.2495 13 41 51.2018 13 42 22.0294 13 43 160.938 13 44 86.6466 13 45 138.07 13 46 19.7466 13 47 19.2501 13 30 16.2915 13 31 16.2915 13 32 16.3622 13 33 16.2915 # ARGUMENTS VAR RATIO 5 TREE 14 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 11 19 16 14 VALUE 13 2 0.00804695 2 2 0.201286 15 2 0.513117 5 2 0.36412 8 3 0.221255 10 5 0.53495 5 2 0.538889 15 1 0.151422 10 2 0.210024 4 5 0.34533 5 5 0.752419 3 4 0.975894 13 1 0.110111 2 2 0.799474 7 5 0.672937 8 2 0.0965977 11 1 0.657 4 1 0.718465 5 1 0.887537 15 1 0.0268045 11 1 0.06235 14 4 0.883472 11 1 0.407916 11 5 0.689981 7 5 0.189879 10 2 0.189835 11 5 0.357435 5 1 0.0398644 5 5 0.998805 10 2 0.735342 7 4 0.735268 5 5 0.730466 2 1 0.212421 7 1 0.221088 3 3 0.995688 11 2 0.180612 1 5 0.50232 1 3 0.730516 11 4 0.620944 5 4 0.754618 2 4 0.538275 9 1 0.595203 2 5 0.450179 1 3 0.589712 11 4 0.0735716 4 2 0.669377 2 5 0.508088 9 3 0.640872 10 2 0.214026 12 3 0.234908 7 4 0.0830692 6 3 0.0585909 3 1 0.0357297 12 5 0.312169 1 2 0.73048 4 3 0.371831 1 5 0.523949 14 3 0.246568 8 1 0.935007 15 5 0.908591 STREAMCOST 6.96086 1.68551 4.18717 5.80666 4.95241 6.92816 7.97964 9.78525 6.65822 5.23479 1.88192 8.20716 6.86427 6.21496 9.71754 9.50813 HEUR 2 14 20 13.6501 14 21 13.6435 14 40 14.6882 14 41 43.6756 14 42 14.8138 14 43 232.966 14 44 61.8084 14 45 134.096 14 46 28.4525 14 47 19.2811 14 30 13.6501 14 31 13.6501 14 32 13.6501 14 33 13.6501 # ARGUMENTS VAR RATIO 5 TREE 15 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 17 17 4 12 VALUE 0 1 0.361538 13 2 0.926643 8 1 0.305919 13 2 0.719925 1 2 0.249899 13 5 0.0324955 4 3 0.717774 8 5 0.984445 12 3 0.210551 13 1 0.705917 0 4 0.0394223 1 2 0.363664 15 5 0.372787 4 4 0.0874013 7 5 0.509715 4 5 0.228017 1 3 0.465093 5 1 0.370335 8 4 0.298999 5 3 0.593258 10 5 0.364329 13 4 0.588782 10 5 0.419982 11 3 0.326034 6 1 0.40619 13 1 0.664041 0 4 0.0783309 9 4 0.163998 0 3 0.499492 11 1 0.782492 0 2 0.639489 2 3 0.0522912 15 2 0.329766 3 1 0.766476 10 3 0.351099 14 4 0.338347 12 1 0.443875 13 2 0.816981 0 2 0.371333 4 1 0.622851 11 3 0.459444 14 3 0.280973 10 3 0.42529 2 4 0.66153 13 3 0.451871 5 5 0.471194 3 1 0.106823 9 1 0.774974 14 5 0.636566 15 2 0.352041 STREAMCOST 5.92797 6.4435 9.2872 7.27435 8.88099 3.09825 2.14833 2.33458 3.73288 1.47647 3.65767 9.45644 6.12195 2.31167 7.69078 6.55775 HEUR 2 15 20 33.1578 15 21 33.8534 15 40 34.3817 15 41 39.7481 15 42 31.5397 15 43 141.397 15 44 84.523 15 45 59.5094 15 46 35.9552 15 47 33.5261 15 30 33.1781 15 31 33.8981 15 32 33.8981 15 33 33.1781 # ARGUMENTS VAR RATIO 5 TREE 16 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 5 7 11 2 VALUE 8 2 0.045602 2 2 0.704464 3 1 0.688726 10 1 0.865823 1 5 0.941011 10 3 0.171022 1 3 0.722641 9 1 0.726941 4 2 0.293487 11 4 0.361535 7 1 0.215062 4 3 0.707064 1 2 0.917687 3 3 0.274632 7 1 0.314566 13 1 0.059112 12 1 0.543269 12 4 0.88278 12 3 0.0722214 7 4 0.419846 0 1 0.685024 10 3 0.828035 7 4 0.661059 15 4 0.733002 4 1 0.0114789 STREAMCOST 4.68238 7.94165 3.20494 8.34528 7.83212 2.25677 8.10435 6.20206 2.43756 4.06607 8.03644 3.08994 2.2106 2.78779 3.58826 3.44342 HEUR 2 16 20 24.1019 16 21 26.2268 16 40 27.353 16 41 81.4018 16 42 29.1401 16 43 133.318 16 44 43.1942 16 45 92.0199 16 46 28.037 16 47 26.9004 16 30 26.8634 16 31 26.9485 16 32 27.2881 16 33 26.8634 # ARGUMENTS VAR RATIO 5 TREE 17 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 6 4 11 17 VALUE 3 5 0.0679004 12 4 0.410223 10 1 0.637521 3 3 0.629758 0 5 0.357814 0 5 0.742566 0 3 0.864042 0 5 0.215513 0 3 0.652419 4 3 0.119063 9 2 0.483529 6 2 0.0011239 4 3 0.561509 8 2 0.0464572 12 2 0.418484 6 1 0.296757 2 4 0.0552413 8 4 0.758399 4 1 0.198774 8 5 0.793687 9 4 0.0823398 1 3 0.356221 2 3 0.676762 12 1 0.223084 7 5 0.887982 13 4 0.327688 1 3 0.960788 12 4 0.0500582 11 5 0.743577 0 5 0.213099 2 1 0.776975 14 5 0.850141 13 2 0.029157 13 2 0.288299 6 5 0.520635 5 3 0.519802 2 5 0.984384 0 1 0.37217 STREAMCOST 6.21356 8.03246 6.22697 5.52464 9.58904 1.53478 2.77699 3.03061 1.74993 9.61572 8.95478 2.48187 1.14127 4.20513 8.16035 9.79076 HEUR 2 17 20 41.4969 17 21 45.169 17 40 52.1632 17 41 50.58 17 42 51.9288 17 43 196.886 17 44 76.2518 17 45 114.736 17 46 44.65 17 47 40.1019 17 30 47.0019 17 31 47.2638 17 32 47.2638 17 33 47.0019 # ARGUMENTS VAR RATIO 5 TREE 18 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 14 2 11 9 VALUE 14 2 0.18184 14 5 0.203972 12 1 0.666102 6 5 0.569141 4 5 0.0283059 15 4 0.323345 13 3 0.736175 9 1 0.288613 1 4 0.297724 3 4 0.285359 13 4 0.198634 6 4 0.555053 11 5 0.352392 8 4 0.938748 13 4 0.197421 4 5 0.424556 7 5 0.6666 3 2 0.538934 12 3 0.319686 12 2 0.70194 4 5 0.827889 8 3 0.361203 3 4 0.714257 15 4 0.560748 8 5 0.572528 11 1 0.161432 11 5 0.534659 7 1 0.959702 0 3 0.277853 12 5 0.555056 3 1 0.105015 1 1 0.484992 5 3 0.808198 3 2 0.0356203 14 2 0.988498 0 1 0.753372 STREAMCOST 8.06412 3.98684 7.16827 7.93774 5.6408 5.32652 3.42202 3.97022 6.98303 6.63811 7.99412 4.8481 5.28099 3.25954 9.89008 2.2204 HEUR 2 18 20 35.0976 18 21 44.7209 18 40 44.9661 18 41 74.9305 18 42 50.8439 18 43 183.695 18 44 66.7672 18 45 108.322 18 46 60.4639 18 47 49.7793 18 30 42.2188 18 31 44.3682 18 32 44.3747 18 33 42.2188 # ARGUMENTS VAR RATIO 5 TREE 19 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 2 9 16 9 VALUE 3 4 0.138132 4 2 0.675633 1 1 0.671977 1 5 0.00814826 15 5 0.635661 9 2 0.849015 8 3 0.54556 0 2 0.716952 1 2 0.499659 9 1 0.867117 8 3 0.387007 2 4 0.523108 5 4 0.94616 8 4 0.611092 9 4 0.615232 2 4 0.974539 4 2 0.750156 14 2 0.611101 11 4 0.0647868 12 4 0.725025 8 1 0.553826 14 2 0.377446 2 2 0.541933 5 1 0.334312 13 2 0.711067 3 1 0.277894 1 2 0.0103439 1 5 0.182905 9 5 0.179739 11 2 0.244158 13 5 0.450255 5 5 0.373939 2 1 0.715674 0 5 0.799397 14 4 0.936303 2 4 0.761783 STREAMCOST 9.45093 2.2407 5.71805 9.13697 5.0403 3.471 1.2815 6.57612 8.73194 8.23365 2.64276 1.25519 7.55479 2.5045 9.70631 5.5124 HEUR 2 19 20 45.2191 19 21 46.43 19 40 46.4206 19 41 83.6459 19 42 52.8936 19 43 226.533 19 44 90.9429 19 45 110.279 19 46 52.7276 19 47 48.7451 19 30 45.3663 19 31 46.43 19 32 46.43 19 33 45.3663 # ARGUMENTS VAR RATIO 5 TREE 20 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 12 18 18 20 VALUE 14 5 0.815837 9 1 0.640356 11 5 0.378681 10 3 0.0411733 10 5 0.19385 13 2 0.782511 11 4 0.783004 7 5 0.866202 12 2 0.0366643 14 1 0.00137097 12 3 0.239218 7 2 0.272051 13 2 0.949779 15 3 0.929716 2 1 0.770252 7 3 0.447343 10 2 0.839498 13 3 0.288862 7 2 0.679411 9 4 0.808036 4 2 0.0673247 13 4 0.747132 7 3 0.329206 1 3 0.383349 4 3 0.310512 12 4 0.199278 8 1 0.31858 10 2 0.0198203 4 4 0.582241 11 1 0.295335 9 2 0.825824 4 1 0.136555 11 2 0.408643 0 4 0.344727 12 5 0.786071 3 3 0.967877 10 1 0.646567 3 3 0.160475 8 5 0.501258 14 1 0.847103 11 3 0.620431 8 4 0.335336 7 4 0.379806 10 2 0.381894 8 5 0.0841636 6 4 0.360562 15 5 0.891238 0 5 0.716221 5 1 0.703101 15 3 0.196478 10 5 0.268291 4 4 0.552718 0 4 0.695501 10 2 0.47266 2 5 0.332252 8 1 0.327168 14 4 0.284025 15 1 0.603211 1 4 0.755524 14 5 0.210839 0 5 0.121444 13 5 0.780342 8 2 0.924419 7 3 0.17649 12 3 0.422677 6 5 0.458756 6 4 0.354346 15 3 0.689884 STREAMCOST 4.55559 1.72063 8.60167 3.10748 4.36441 4.04343 4.34423 4.52526 4.74349 8.21235 4.8209 1.47179 6.96524 2.01297 2.70798 6.08788 HEUR 2 20 20 16.4398 20 21 15.9102 20 40 17.6135 20 41 55.3604 20 42 21.3896 20 43 191.22 20 44 61.6485 20 45 92.6157 20 46 42.7209 20 47 37.2212 20 30 16.4489 20 31 16.4489 20 32 16.4489 20 33 16.4489 # ARGUMENTS VAR RATIO 5 TREE 21 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 1 16 6 14 VALUE 11 1 0.0216162 15 2 0.697673 0 1 0.302272 13 4 0.340338 4 5 0.583591 2 1 0.462894 13 1 0.133241 12 1 0.375285 7 3 0.8637 15 4 0.282042 15 3 0.759303 7 2 0.291064 6 3 0.71336 14 2 0.926464 13 5 0.913164 4 4 0.232593 8 2 0.167836 1 2 0.750855 4 2 0.327213 9 3 0.162855 8 3 0.217401 12 4 0.540911 11 4 0.849293 6 2 0.801466 9 5 0.652756 1 2 0.942565 6 3 0.810158 9 4 0.760619 14 2 0.490032 14 5 0.767273 13 3 0.788445 13 5 0.0287975 11 2 0.45439 11 2 0.378706 13 3 0.139665 11 3 0.280433 3 3 0.590458 STREAMCOST 5.52475 8.97641 2.21525 3.94967 6.72648 8.24149 4.78853 8.17708 3.70487 6.99124 9.53456 3.19701 7.17884 8.37421 7.55008 5.20841 HEUR 2 21 20 24.7949 21 21 28.671 21 40 28.7801 21 41 69.3984 21 42 32.1777 21 43 190.509 21 44 68.9499 21 45 105.326 21 46 34.7099 21 47 33.1444 21 30 28.6728 21 31 28.6973 21 32 29.2607 21 33 28.6728 # ARGUMENTS VAR RATIO 5 TREE 22 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 5 15 10 15 VALUE 6 4 0.859182 12 1 0.846709 5 5 0.270533 3 4 0.0113966 3 3 0.811951 12 1 0.15365 8 1 0.813726 1 4 0.869144 3 3 0.00614087 2 4 0.34161 15 3 0.701938 0 2 0.880805 12 5 0.688218 14 2 0.0558734 9 1 0.427555 14 3 0.398449 11 5 0.111895 11 5 0.777571 15 5 0.677411 15 4 0.547556 0 3 0.177759 10 5 0.135338 11 5 0.50809 5 1 0.728698 7 1 0.515773 11 2 0.931506 0 3 0.437681 12 1 0.493366 0 3 0.684829 11 5 0.460388 2 4 0.129064 13 3 0.68627 3 2 0.781623 8 4 0.666621 7 1 0.982029 12 4 0.894359 3 3 0.167488 13 3 0.724285 5 1 0.911537 12 1 0.365723 5 4 0.219137 13 4 0.620183 13 2 0.744564 9 1 0.867626 13 3 0.00551241 STREAMCOST 4.6135 4.21879 7.09657 9.57833 4.77293 9.47599 8.41362 1.20744 2.02751 7.05714 1.25777 2.47703 9.69775 6.11319 9.51088 3.17911 HEUR 2 22 20 44.5946 22 21 56.1983 22 40 62.7703 22 41 142.318 22 42 94.4218 22 43 196.824 22 44 65.9162 22 45 139.684 22 46 82.0324 22 47 73.6068 22 30 61.8848 22 31 61.9026 22 32 61.9053 22 33 61.8856 # ARGUMENTS VAR RATIO 5 TREE 23 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 11 14 19 4 VALUE 12 4 0.282396 9 2 0.441914 10 1 0.167139 1 2 0.219653 9 5 0.41193 6 1 0.754573 14 5 0.884948 0 2 0.975955 9 3 0.978427 10 5 0.75263 1 3 0.294744 6 2 0.479574 13 2 0.626183 10 1 0.756127 0 5 0.942166 2 1 0.212153 6 5 0.346489 6 5 0.876078 6 3 0.828751 4 4 0.767322 1 1 0.596384 10 1 0.471681 1 4 0.831205 14 3 0.131682 2 5 0.547975 11 3 0.967892 12 5 0.655845 4 3 0.147436 2 1 0.240584 15 3 0.000423552 6 2 0.483055 7 5 0.0299374 14 5 0.505759 1 5 0.704792 13 1 0.231833 3 1 0.771205 7 4 0.878976 15 1 0.41255 3 4 0.917946 7 1 0.442966 14 2 0.234798 13 4 0.564856 15 1 0.255131 15 3 0.0311676 15 5 0.239371 8 1 0.0437534 11 4 0.845009 3 3 0.989086 STREAMCOST 1.91233 8.04978 6.60563 5.47291 1.75128 6.29193 1.4794 4.78847 4.10931 4.48539 9.14928 5.40112 8.1874 4.69847 4.45804 3.62872 HEUR 2 23 20 21.4323 23 21 23.9328 23 40 23.522 23 41 93.2767 23 42 28.8215 23 43 228.656 23 44 43.446 23 45 98.0259 23 46 62.7554 23 47 55.2835 23 30 23.925 23 31 23.9328 23 32 24.0593 23 33 23.925 # ARGUMENTS VAR RATIO 5 TREE 24 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 20 6 14 2 VALUE 15 2 0.220067 15 2 0.50902 11 4 0.996456 7 2 0.618722 2 2 0.38398 8 2 0.020308 5 4 0.709652 6 5 0.901245 8 4 0.247294 4 4 0.484585 8 3 0.54256 15 5 0.454974 13 2 0.306013 8 4 0.512302 10 2 0.970428 5 5 0.946235 15 5 0.642225 15 4 0.93486 3 1 0.486032 3 5 0.361665 13 5 0.534681 1 4 0.534294 7 2 0.850328 5 4 0.237218 13 3 0.231697 5 3 0.764793 9 2 0.143037 10 1 0.469735 6 3 0.556883 9 5 0.823113 6 1 0.736751 10 5 0.849506 14 2 0.00202327 0 5 0.999628 14 2 0.699489 7 1 0.436456 9 4 0.820037 10 3 0.473185 5 3 0.5435 6 5 0.463185 1 4 0.0314388 0 5 0.518812 STREAMCOST 3.59869 1.93092 4.97754 6.46905 3.33119 6.06887 6.37202 4.95723 6.89757 3.5306 3.48126 4.13009 8.72175 9.92048 8.99852 7.71742 HEUR 2 24 20 44.0164 24 21 44.3465 24 40 46.6971 24 41 94.9342 24 42 49.7817 24 43 218.493 24 44 76.5668 24 45 95.5751 24 46 78.4087 24 47 62.3457 24 30 44.0164 24 31 44.3465 24 32 44.8128 24 33 44.0164 # ARGUMENTS VAR RATIO 5 TREE 25 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 18 14 12 9 VALUE 4 1 0.185911 2 3 0.150618 1 2 0.684969 9 3 0.175191 8 2 0.36708 12 3 0.946506 1 1 0.447031 8 3 0.406806 2 4 0.520719 10 2 0.36206 11 2 0.366395 14 5 0.256587 7 2 0.516502 15 2 0.477546 15 4 0.514244 13 3 0.311328 0 4 0.71993 7 3 0.639784 6 5 0.281701 2 5 0.230676 10 4 0.456069 8 2 0.719858 8 4 0.559242 14 4 0.616711 13 1 0.823694 14 1 0.471378 10 5 0.309258 8 3 0.640485 15 4 0.883201 10 2 0.0727579 8 1 0.0887024 15 4 0.666196 2 5 0.766486 9 1 0.121505 5 4 0.679852 6 3 0.5931 10 3 0.60212 6 4 0.0222273 6 2 0.396542 8 5 0.013318 11 3 0.0979372 0 5 0.210908 7 5 0.373989 10 5 0.650652 8 5 0.251937 0 1 0.990475 3 1 0.590885 11 1 0.273491 13 4 0.775203 5 1 0.215531 12 2 0.335366 4 3 0.203425 3 2 0.912094 STREAMCOST 3.83457 7.83287 1.51054 7.08905 3.51468 1.19239 9.26256 6.94787 6.843 1.84996 3.28019 8.48046 7.43781 2.01474 3.74593 6.10147 HEUR 2 25 20 16.1819 25 21 18.8503 25 40 19.3911 25 41 47.2572 25 42 21.7477 25 43 149.254 25 44 57.7805 25 45 99.8823 25 46 21.3528 25 47 19.1332 25 30 18.9458 25 31 18.9458 25 32 18.9506 25 33 18.9458 # ARGUMENTS VAR RATIO 5 TREE 26 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 7 15 11 6 VALUE 12 3 0.789221 1 5 0.108499 3 2 0.269505 12 3 0.814846 11 4 0.194952 6 1 0.634351 8 2 0.282766 0 4 0.423819 4 5 0.29352 10 5 0.183344 14 1 0.568175 13 3 0.715725 10 3 0.536629 10 5 0.490309 2 4 0.975342 7 4 0.526054 11 5 0.295064 2 4 0.918991 12 4 0.641366 12 5 0.72014 14 5 0.644671 3 2 0.578939 10 2 0.276997 15 1 0.134799 9 2 0.409059 14 3 0.628103 13 5 0.0967189 10 2 0.365321 15 1 0.921966 14 5 0.26488 0 2 0.883556 12 4 0.067548 3 3 0.103815 14 1 0.199111 12 5 0.952897 10 4 0.0620938 2 2 0.512047 10 1 0.523422 8 4 0.133859 STREAMCOST 4.0844 2.78762 9.0306 1.97376 6.86371 6.69453 3.04463 9.56726 7.42755 5.73724 9.0606 4.03136 5.58881 5.57477 7.96396 9.91423 HEUR 2 26 20 33.108 26 21 33.1322 26 40 34.3112 26 41 98.2665 26 42 37.3511 26 43 151.986 26 44 95.0774 26 45 98.4157 26 46 55.7136 26 47 46.7517 26 30 33.1514 26 31 33.155 26 32 33.1701 26 33 33.1514 # ARGUMENTS VAR RATIO 5 TREE 27 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 9 10 17 19 VALUE 11 3 0.868003 6 2 0.293847 15 5 0.893194 14 2 0.611567 11 3 0.663143 10 5 0.348527 13 5 0.749262 0 5 0.357012 2 1 0.325567 1 2 0.205736 12 5 0.15106 2 1 0.955043 1 2 0.305175 0 4 0.5657 2 4 0.0706413 3 4 0.991797 2 1 0.598917 9 3 0.515995 8 3 0.220656 3 4 0.582914 13 5 0.928893 14 4 0.0547401 7 4 0.492893 0 3 0.126669 1 4 0.117477 3 5 0.883757 9 3 0.0924219 4 1 0.742686 13 4 0.914788 7 4 0.0916566 6 2 0.705694 9 5 0.668194 4 5 0.68402 9 3 0.214556 14 5 0.923889 4 3 0.0786417 9 3 0.264275 13 5 0.409801 3 4 0.58337 14 4 0.138249 14 1 0.121658 15 4 0.415129 12 5 0.910535 9 2 0.842077 15 5 0.30373 9 5 0.0643871 1 1 0.67312 6 5 0.689574 8 4 0.467618 14 1 0.546507 6 5 0.210328 9 2 0.191003 6 1 0.980703 5 1 0.353343 13 4 0.459645 STREAMCOST 3.49238 2.73327 3.48815 2.54138 5.82855 5.1448 2.9284 2.99159 9.74375 5.62933 1.0593 7.49037 6.30152 9.56357 1.57349 1.31875 HEUR 2 27 20 16.1578 27 21 16.236 27 40 19.2991 27 41 54.9949 27 42 25.0092 27 43 188.833 27 44 59.1147 27 45 107.397 27 46 26.297 27 47 24.6475 27 30 18.5432 27 31 18.5604 27 32 18.5688 27 33 18.5432 # ARGUMENTS VAR RATIO 5 TREE 28 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 15 4 12 6 VALUE 1 1 0.397592 6 4 0.313781 8 1 0.182693 7 5 0.934648 15 5 0.984213 9 1 0.890497 15 5 0.234808 13 1 0.671051 15 5 0.921725 7 2 0.64278 2 3 0.395423 2 3 0.557196 4 5 0.429569 13 5 0.7088 8 3 0.830888 3 5 0.42603 5 4 0.0910081 15 4 0.648495 2 5 0.725355 1 5 0.321408 1 5 0.447163 7 5 0.0368416 2 3 0.765272 13 4 0.487283 10 3 0.131702 2 1 0.813924 10 5 0.251183 12 5 0.818156 8 2 0.0591752 11 4 0.683985 10 2 0.895779 4 1 0.42862 9 4 0.316985 10 4 0.0760338 2 5 0.929888 10 3 0.957178 13 2 0.229969 STREAMCOST 1.47405 1.96129 1.37484 7.0633 5.27148 6.21085 6.86206 8.88264 1.22877 9.97415 5.38416 3.47776 7.30867 7.68373 9.01904 3.56259 HEUR 2 28 20 42.7813 28 21 45.1322 28 40 45.3042 28 41 79.0208 28 42 48.8931 28 43 205.77 28 44 102.382 28 45 100.246 28 46 56.2528 28 47 54.9735 28 30 44.9533 28 31 45.239 28 32 45.2391 28 33 44.9533 # ARGUMENTS VAR RATIO 5 TREE 29 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 18 17 6 7 VALUE 1 5 0.763237 7 3 0.333294 8 2 0.726636 13 5 0.831657 12 4 0.733144 13 2 0.130599 11 1 0.0583773 5 3 0.501098 9 1 0.255915 0 2 0.0686493 10 5 0.84092 5 5 0.649362 0 2 0.92361 7 5 0.772559 15 2 0.484729 11 4 0.391368 11 2 0.466112 10 5 0.240483 7 1 0.12904 12 4 0.840349 7 2 0.658121 12 1 0.0594698 10 4 0.49094 12 4 0.688751 6 1 0.329811 10 3 0.0765094 14 5 0.307537 4 5 0.51461 1 5 0.970515 2 5 0.9936 15 3 0.23657 14 5 0.671578 12 1 0.163005 1 2 0.975438 9 3 0.878363 0 1 0.487003 5 5 0.653599 12 4 0.792401 15 2 0.123859 11 2 0.817023 8 1 0.475869 6 3 0.916795 6 5 0.975961 11 1 0.597653 2 2 0.384106 9 3 0.413327 5 1 0.781676 9 4 0.713691 STREAMCOST 1.04356 7.06504 6.76041 5.08197 4.82038 4.2606 3.36875 9.65801 3.42298 9.94514 1.0288 7.0407 5.26046 9.27464 5.86247 8.18128 HEUR 2 29 20 33.2051 29 21 34.7211 29 40 35.1402 29 41 65.7695 29 42 39.5806 29 43 273.594 29 44 57.6437 29 45 133.068 29 46 59.2688 29 47 55.246 29 30 34.2691 29 31 34.7211 29 32 34.7211 29 33 34.2691 # ARGUMENTS VAR RATIO 5 TREE 30 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 13 19 8 5 VALUE 10 3 0.163651 10 5 0.706414 5 4 0.991751 14 2 0.696651 9 1 0.40669 7 1 0.177017 8 2 0.518176 15 4 0.0725839 14 3 0.0897034 3 1 0.291377 15 3 0.235181 0 2 0.865106 10 5 0.734953 0 4 0.176842 0 2 0.902514 8 2 0.931331 8 5 0.37642 15 1 0.749291 7 2 0.834715 6 2 0.638762 8 1 0.472379 15 2 0.975133 11 1 0.335242 4 3 0.206551 5 2 0.34625 3 2 0.0732409 11 3 0.212081 5 2 0.762699 5 4 0.573089 5 5 0.0880827 13 3 0.163181 10 1 0.330284 12 1 0.264857 10 2 0.261525 13 3 0.807455 6 3 0.519114 13 4 0.36519 15 1 0.612302 4 2 0.463867 5 4 0.783002 5 5 0.462537 13 5 0.413146 10 2 0.324034 10 3 0.00899564 10 3 0.596462 STREAMCOST 8.73885 2.24044 6.55739 6.56201 3.87929 5.44117 7.5493 2.29251 1.90934 1.2774 2.96027 9.4524 1.19085 3.31154 6.44567 1.51421 HEUR 2 30 20 13.722 30 21 15.2358 30 40 15.3745 30 41 29.3848 30 42 16.0948 30 43 99.8455 30 44 33.4019 30 45 86.6803 30 46 19.7278 30 47 15.9531 30 30 15.2281 30 31 15.2358 30 32 15.2441 30 33 15.2281 # ARGUMENTS VAR RATIO 5 TREE 31 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 6 1 20 7 VALUE 12 4 0.98687 10 2 0.344922 2 2 0.908374 14 1 0.936176 1 5 0.543535 1 1 0.834899 6 3 0.66856 3 3 0.136231 0 4 0.194286 15 3 0.128478 1 2 0.297567 8 5 0.457524 4 1 0.267694 9 3 0.53334 13 2 0.506701 12 2 0.395917 5 1 0.974472 14 1 0.869531 3 3 0.690459 5 2 0.499365 7 4 0.675225 10 1 0.869154 3 4 0.522459 9 1 0.157154 1 4 0.0839679 1 2 0.780511 14 4 0.83199 4 4 0.615485 7 5 0.867324 6 2 0.0248331 1 3 0.149211 6 3 0.745635 4 2 0.301767 1 1 0.947749 STREAMCOST 6.21517 5.93266 7.46486 5.76352 4.66537 3.19122 2.46668 7.37281 2.89276 6.31682 7.84111 6.04704 4.22009 5.56733 4.48346 2.38285 HEUR 2 31 20 18.9824 31 21 19.723 31 40 24.269 31 41 47.6342 31 42 37.555 31 43 127.239 31 44 51.4428 31 45 71.8221 31 46 50.8948 31 47 48.8285 31 30 19.2337 31 31 24.1634 31 32 43.6719 31 33 19.2337 # ARGUMENTS VAR RATIO 5 TREE 32 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 18 2 8 9 VALUE 8 2 0.955657 12 4 0.73174 13 2 0.101087 7 5 0.285257 9 4 0.596553 13 1 0.038792 5 2 0.662753 14 3 0.848221 8 4 0.703712 12 3 0.145692 0 3 0.561792 5 4 0.995617 14 3 0.0929099 15 5 0.452263 7 2 0.452018 0 5 0.181219 2 5 0.709371 1 1 0.703578 12 4 0.0351472 14 3 0.469542 2 2 0.30841 7 1 0.676486 3 4 0.674835 5 4 0.0666502 11 5 0.328954 13 3 0.654643 8 3 0.298541 10 3 0.39158 15 2 0.501135 8 2 0.399237 11 5 0.863331 5 1 0.829951 4 1 0.789069 7 3 0.461741 0 5 0.419335 4 2 0.507434 9 5 0.324621 STREAMCOST 2.40935 9.83126 6.74626 6.29409 9.87731 2.17983 5.15465 5.6888 7.48777 4.22181 6.03309 1.135 8.99669 1.86787 9.82252 8.05811 HEUR 2 32 20 65.4663 32 21 65.6635 32 40 68.7794 32 41 105.061 32 42 83.3422 32 43 175.822 32 44 79.3752 32 45 99.6143 32 46 81.6905 32 47 81.6696 32 30 68.101 32 31 68.4927 32 32 68.4927 32 33 68.101 # ARGUMENTS VAR RATIO 5 TREE 33 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 5 14 9 14 VALUE 6 5 0.2603 1 5 0.750924 2 4 0.0196614 13 5 0.879813 10 1 0.486588 13 5 0.221474 6 5 0.0795576 7 2 0.107151 2 4 0.983167 15 5 0.0981352 7 1 0.400959 5 3 0.830832 11 4 0.247768 3 4 0.255633 2 3 0.201176 8 1 0.119922 15 1 0.0557383 14 3 0.662498 11 2 0.97029 10 5 0.968054 8 4 0.331477 8 2 0.0446487 1 3 0.555914 1 1 0.124041 4 5 0.840608 0 2 0.162618 5 4 0.710402 1 1 0.370177 7 1 0.731577 2 4 0.475433 3 5 0.306197 12 1 0.991029 9 4 0.162569 14 5 0.821696 8 5 0.0594943 2 2 0.132444 9 4 0.188192 10 3 0.968134 1 2 0.73263 7 2 0.90448 5 5 0.396885 8 1 0.849622 STREAMCOST 5.21528 7.45208 9.03925 9.57584 2.45408 3.63255 8.60014 5.54663 3.47561 8.65264 7.91859 7.53266 8.50602 1.1388 9.11167 1.14651 HEUR 2 33 20 42.6914 33 21 44.1114 33 40 45.7611 33 41 124.119 33 42 63.2887 33 43 246.428 33 44 58.7264 33 45 167.654 33 46 62.9916 33 47 56.9757 33 30 44.0834 33 31 44.1114 33 32 44.1116 33 33 44.0834 # ARGUMENTS VAR RATIO 5 TREE 34 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 1 4 16 9 VALUE 1 3 0.632893 7 1 0.101532 14 4 0.426574 5 2 0.40834 3 5 0.414825 12 1 0.747597 10 5 0.869369 14 4 0.387635 12 2 0.826511 14 2 0.789821 13 3 0.282541 6 1 0.407851 11 2 0.472537 13 3 0.33366 6 3 0.941147 6 1 0.998086 14 4 0.156934 0 3 0.542549 3 2 0.174693 13 3 0.877098 14 5 0.923681 4 5 0.942842 7 4 0.820964 13 5 0.984673 12 5 0.461585 11 2 0.412388 1 4 0.984777 13 1 0.136437 4 3 0.69913 0 4 0.912551 STREAMCOST 3.01183 1.75271 8.21664 6.58669 5.60901 8.26644 1.70796 7.8161 1.30744 5.61493 6.09536 2.38772 2.34706 2.36547 3.1711 1.24668 HEUR 2 34 20 12.3243 34 21 18.0861 34 40 22.3513 34 41 26.5971 34 42 17.9479 34 43 138.142 34 44 35.0409 34 45 46.1425 34 46 47.7232 34 47 44.947 34 30 12.3251 34 31 18.0861 34 32 24.5226 34 33 12.3251 # ARGUMENTS VAR RATIO 5 TREE 35 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 10 9 7 14 VALUE 3 2 0.277425 0 5 0.696084 1 3 0.626437 9 2 0.282275 10 5 0.678971 15 4 0.780872 0 1 0.912598 15 2 0.89624 4 4 0.989064 6 1 0.999299 15 1 0.750084 5 2 0.714152 2 3 0.51579 13 2 0.764031 1 4 0.338226 6 1 0.764996 12 2 0.874722 15 3 0.400147 1 3 0.824331 3 3 0.585815 14 1 0.174046 14 3 0.984929 13 1 0.978662 7 4 0.0434422 13 5 0.248877 1 4 0.975363 4 5 0.245361 14 3 0.211811 1 1 0.343097 4 4 0.0323653 13 4 0.355388 8 2 0.235588 12 1 0.603713 11 3 0.732397 14 2 0.653112 8 4 0.472802 4 3 0.120142 2 1 0.326351 12 4 0.512503 7 3 0.584657 STREAMCOST 7.77396 8.78037 9.55996 9.71274 2.23247 1.90011 9.54267 3.94982 2.03935 4.48577 9.91247 6.35413 4.96119 6.82383 2.27936 7.35362 HEUR 2 35 20 55.3386 35 21 55.5981 35 40 57.8253 35 41 115.621 35 42 74.8597 35 43 230.191 35 44 99.1125 35 45 101.685 35 46 85.7111 35 47 78.2052 35 30 56.4654 35 31 56.7392 35 32 56.7451 35 33 56.2918 # ARGUMENTS VAR RATIO 5 TREE 36 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 15 2 13 15 VALUE 15 5 0.143173 13 5 0.0912305 5 5 0.186557 7 2 0.411395 10 5 0.0325609 14 5 0.750582 14 1 0.55013 9 1 0.764312 3 3 0.00236597 12 2 0.648277 6 3 0.452744 7 2 0.799846 7 1 0.210407 9 4 0.241261 7 3 0.592685 11 2 0.410716 3 1 0.215618 4 1 0.325007 0 2 0.629069 7 3 0.819579 3 1 0.524828 12 1 0.0558931 5 5 0.998178 10 2 0.536183 0 4 0.150733 15 3 0.888124 5 2 0.639769 15 3 0.845182 2 1 0.351765 15 3 0.0983447 12 2 0.402824 0 3 0.141469 13 5 0.196441 2 4 0.0513933 10 1 0.205423 7 1 0.267462 3 1 0.868844 5 4 0.753289 10 2 0.400279 11 1 0.735085 3 1 0.201255 11 1 0.685276 15 4 0.250645 8 5 0.36469 12 1 0.146951 STREAMCOST 4.42038 8.95987 7.01127 1.67553 3.28756 6.97386 4.02883 6.68953 7.59389 3.86395 7.15457 5.05644 7.90928 8.08192 3.94943 8.82173 HEUR 2 36 20 11.1018 36 21 11.4151 36 40 11.9785 36 41 33.5792 36 42 16.0685 36 43 129.733 36 44 45.5515 36 45 91.2917 36 46 13.3342 36 47 12.1119 36 30 11.2755 36 31 11.4151 36 32 11.9958 36 33 11.2755 # ARGUMENTS VAR RATIO 5 TREE 37 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 19 3 10 11 VALUE 3 4 0.581895 4 4 0.858179 10 1 0.103438 9 4 0.629756 4 1 0.753425 4 4 0.573791 10 3 0.443489 0 5 0.606849 14 4 0.196804 6 3 0.0954637 9 5 0.704949 10 5 0.826453 0 2 0.134812 13 1 0.202185 5 4 0.803411 5 5 0.602414 5 4 0.47842 8 1 0.6597 14 3 0.763576 9 1 0.581504 5 4 0.595582 5 1 0.501386 13 2 0.640271 4 1 0.105299 12 5 0.404893 13 1 0.17209 7 1 0.336851 15 3 0.765256 14 5 0.876555 9 4 0.927697 7 3 0.703901 10 1 0.188236 10 1 0.41898 8 5 0.284828 15 5 0.977051 10 3 0.258187 15 2 0.587285 8 2 0.336289 7 4 0.443172 9 4 0.426499 10 1 0.863061 0 2 0.890805 11 4 0.418606 STREAMCOST 5.63335 2.84196 3.09666 1.35671 5.54212 6.37769 6.85352 9.45983 4.71341 9.68951 2.55089 8.5626 4.70927 9.32989 4.8307 6.25737 HEUR 2 37 20 23.6902 37 21 25.1287 37 40 25.9485 37 41 52.3419 37 42 25.8703 37 43 209.279 37 44 58.9384 37 45 77.1048 37 46 48.2265 37 47 28.4564 37 30 23.6916 37 31 25.1287 37 32 25.1287 37 33 23.6916 # ARGUMENTS VAR RATIO 5 TREE 38 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 8 18 18 19 VALUE 15 5 0.702825 6 4 0.905677 9 3 0.200127 2 2 0.137344 4 5 0.0746073 12 2 0.807007 7 4 0.483249 11 5 0.641381 8 4 0.562263 12 3 0.0332929 11 1 0.504829 7 5 0.549339 15 3 0.858144 0 2 0.240596 8 1 0.654678 15 5 0.0783593 15 3 0.448535 11 4 0.550528 11 2 0.0881456 2 4 0.466118 14 2 0.614906 4 2 0.0721764 3 2 0.413179 5 4 0.916309 0 4 0.184279 1 3 0.994303 9 5 0.127193 2 5 0.60803 3 1 0.090426 11 1 0.868643 15 3 0.323992 7 3 0.205334 7 5 0.417705 1 2 0.809307 9 4 0.363286 1 2 0.148366 7 3 0.601268 6 2 0.811337 10 3 0.417274 14 2 0.730978 11 5 0.91984 14 3 0.00146957 10 2 0.643999 1 4 0.656763 6 5 0.728797 10 4 0.135308 7 5 0.0271525 5 3 0.163901 7 5 0.641776 3 3 0.716472 15 4 0.787919 1 4 0.470953 6 1 0.745669 0 1 0.145647 0 2 0.737074 5 3 0.677505 4 3 0.542818 5 5 0.650501 5 4 0.873466 1 5 0.398556 3 4 0.65052 10 5 0.800324 10 2 0.510102 STREAMCOST 8.26185 3.24395 1.62205 2.32581 9.74284 4.66887 3.00285 9.03535 7.10047 3.12658 3.63998 2.8961 3.85664 4.20537 1.57889 5.68573 HEUR 2 38 20 22.7268 38 21 21.4535 38 40 23.1091 38 41 65.7537 38 42 27.5617 38 43 153.195 38 44 111.083 38 45 112.132 38 46 33.4588 38 47 30.2379 38 30 23.0896 38 31 23.0905 38 32 23.0937 38 33 23.0896 # ARGUMENTS VAR RATIO 5 TREE 39 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 11 1 16 17 VALUE 13 2 0.12205 13 4 0.602987 8 3 0.463908 3 3 0.691927 10 2 0.925664 14 5 0.5294 15 2 0.919585 7 3 0.990665 13 2 0.94626 3 4 0.344621 4 2 0.592351 5 5 0.684747 0 2 0.854799 14 4 0.106829 4 2 0.485406 13 5 0.148674 9 3 0.157146 14 3 0.32721 3 2 0.670447 11 3 0.2358 2 3 0.932496 8 3 0.197569 10 4 0.671348 10 5 0.341103 0 2 0.847845 3 3 0.653367 7 5 0.715264 7 5 0.123134 1 5 0.612362 4 2 0.246536 0 4 0.280657 8 2 0.431756 2 3 0.722961 11 2 0.482294 12 5 0.722897 7 2 0.995002 3 2 0.23473 0 1 0.536405 15 3 0.54118 3 5 0.38452 14 1 0.0136369 6 5 0.22207 4 2 0.947949 12 1 0.417242 15 3 0.814399 STREAMCOST 3.05345 3.8634 2.94138 3.686 8.8881 4.70163 7.01952 4.06 6.22628 9.55451 8.39833 4.94572 3.91554 3.76983 2.09569 7.21689 HEUR 2 39 20 28.9503 39 21 39.9266 39 40 40.7194 39 41 111.92 39 42 48.1442 39 43 146.082 39 44 45.2106 39 45 49.3279 39 46 45.8248 39 47 44.7367 39 30 28.983 39 31 40.8275 39 32 40.8275 39 33 28.983 # ARGUMENTS VAR RATIO 5 TREE 40 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 9 13 2 3 VALUE 12 4 0.287305 2 3 0.586214 4 1 0.5264 2 4 0.912035 12 1 0.686242 8 5 0.52397 9 5 0.813969 6 4 0.281559 0 2 0.904267 6 3 0.95144 1 5 0.8353 13 2 0.423974 2 4 0.449147 9 4 0.680217 15 2 0.833333 9 3 0.616369 10 1 0.835035 5 3 0.0954306 12 3 0.636922 4 2 0.760937 0 5 0.541985 10 2 0.826108 2 5 0.548892 1 1 0.523487 6 2 0.240038 11 1 0.0594449 9 3 0.922765 STREAMCOST 8.26741 2.6115 5.40356 7.3277 3.18243 7.48012 5.35134 1.27958 1.00356 6.24543 5.54321 7.2791 7.72627 9.18868 3.36771 9.70028 HEUR 2 40 20 47.0792 40 21 53.8764 40 40 63.1477 40 41 96.2464 40 42 76.9171 40 43 139.083 40 44 80.9751 40 45 111.265 40 46 73.8827 40 47 72.8032 40 30 49.8644 40 31 55.7941 40 32 63.4395 40 33 49.8644 # ARGUMENTS VAR RATIO 5 TREE 41 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 6 14 1 7 VALUE 10 1 0.0434695 9 1 0.924358 9 4 0.190931 12 4 0.702974 14 5 0.41878 12 2 0.179029 4 3 0.186282 11 2 0.873727 7 3 0.0695205 3 4 0.0368443 5 1 0.745282 6 2 0.723974 9 3 0.728456 10 3 0.567908 6 3 0.232223 3 3 0.697341 5 1 0.583606 11 1 0.947595 11 4 0.0831979 5 1 0.0776913 5 3 0.642927 7 5 0.763101 4 1 0.582225 7 5 0.772462 12 3 0.218088 12 2 0.909857 11 5 0.353918 1 3 0.692909 STREAMCOST 3.19958 5.9397 3.54397 4.33512 8.43653 1.49481 8.86935 8.21879 2.28492 1.77508 3.52065 4.73209 5.72652 6.76314 9.10772 3.21192 HEUR 2 41 20 14.1557 41 21 14.5624 41 40 16.9222 41 41 31.434 41 42 18.2795 41 43 112.864 41 44 50.1052 41 45 56.0036 41 46 19.0163 41 47 18.8082 41 30 14.1793 41 31 17.1067 41 32 31.6527 41 33 14.1793 # ARGUMENTS VAR RATIO 5 TREE 42 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 8 16 20 4 VALUE 11 4 0.598658 9 1 0.445833 2 1 0.0580836 7 5 0.333709 9 1 0.708073 10 1 0.0564116 15 4 0.832443 15 2 0.000778765 2 5 0.183405 9 2 0.611653 8 1 0.431945 0 2 0.524775 9 2 0.139494 0 2 0.973756 5 2 0.45607 1 4 0.618386 3 2 0.514234 15 3 0.466763 0 5 0.607545 10 1 0.450499 1 1 0.948886 15 5 0.563288 12 2 0.304614 0 1 0.230894 10 2 0.440152 10 1 0.609997 7 5 0.0343885 2 5 0.391061 4 1 0.662522 12 2 0.425156 8 2 0.54671 9 1 0.0313133 15 5 0.775133 7 5 0.39515 14 5 0.5979 11 5 0.326541 1 3 0.195983 8 1 0.961172 5 5 0.388677 11 2 0.539692 13 3 0.356753 15 2 0.607034 8 2 0.140924 4 5 0.165267 1 1 0.986887 6 4 0.394882 3 2 0.00552212 0 5 0.198842 STREAMCOST 7.36172 7.40208 7.56106 8.11158 7.94143 6.45364 1.6664 9.33671 4.22619 6.85969 2.04282 9.23464 8.76793 8.65035 6.60968 5.04506 HEUR 2 42 20 22.7451 42 21 22.7525 42 40 23.8671 42 41 60.1304 42 42 27.1476 42 43 148.628 42 44 47.3061 42 45 119.518 42 46 53.2311 42 47 52.121 42 30 22.749 42 31 22.7525 42 32 22.7525 42 33 22.749 # ARGUMENTS VAR RATIO 5 TREE 43 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 3 10 13 3 VALUE 2 1 0.24059 2 2 0.811036 13 1 0.66609 0 3 0.612132 0 3 0.733748 4 2 0.147368 12 1 0.254421 7 1 0.954742 13 3 0.221029 10 3 0.580877 5 1 0.0766627 6 5 0.653006 13 4 0.971465 6 2 0.873766 15 3 0.445758 6 4 0.139692 1 2 0.897099 3 2 0.798492 4 2 0.00512955 6 3 0.444821 7 5 0.636374 2 5 0.396694 14 5 0.910153 15 3 0.795116 1 1 0.180915 15 5 0.153458 6 3 0.865017 9 4 0.264513 10 5 0.275559 STREAMCOST 9.39054 9.07073 2.2134 2.86202 8.2406 4.63965 9.25182 9.94215 5.7919 7.62154 3.77161 5.00555 6.44352 6.04597 7.98415 4.7013 HEUR 2 43 20 41.6415 43 21 44.4628 43 40 47.0235 43 41 101.638 43 42 52.8392 43 43 216.925 43 44 62.8086 43 45 101.792 43 46 75.2573 43 47 73.5597 43 30 43.6949 43 31 44.6551 43 32 50.4908 43 33 43.6949 # ARGUMENTS VAR RATIO 5 TREE 44 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 17 9 3 1 VALUE 11 4 0.360501 2 2 0.296376 9 2 0.39378 10 3 0.28256 8 5 0.710148 3 5 0.631521 7 4 0.427652 8 1 0.174793 3 1 0.957472 11 5 0.399841 14 3 0.646411 0 2 0.474197 10 1 0.139146 12 3 0.140738 13 2 0.25845 13 4 0.799993 13 2 0.148848 13 3 0.361792 2 5 0.172895 3 1 0.483941 3 4 0.455189 3 4 0.981942 15 1 0.805017 10 2 0.267456 8 3 0.0588989 6 4 0.392771 1 5 0.882612 3 4 0.80464 13 4 0.710231 11 4 0.0605925 STREAMCOST 9.37093 1.71888 8.93505 2.72025 1.85475 8.39534 5.10847 9.6557 5.43451 6.48303 1.98076 1.9942 2.38361 1.46952 9.85856 6.91369 HEUR 2 44 20 23.3576 44 21 30.1663 44 40 30.0733 44 41 30.4856 44 42 30.6551 44 43 61.0129 44 44 46.984 44 45 54.3401 44 46 27.968 44 47 27.7692 44 30 24.8764 44 31 29.8128 44 32 29.8128 44 33 24.8764 # ARGUMENTS VAR RATIO 5 TREE 45 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 20 7 11 14 VALUE 4 3 0.0772896 15 3 0.914641 7 3 0.048522 11 1 0.365367 1 1 0.627392 3 5 0.31689 10 5 0.990722 9 3 0.813856 9 5 0.282667 3 5 0.569497 10 4 0.440531 0 2 0.638999 8 3 0.112461 14 2 0.18424 7 1 0.242758 4 2 0.016954 13 5 0.0745408 13 5 0.732541 3 1 0.706371 12 1 0.403289 9 5 0.406793 3 5 0.560479 4 5 0.457738 3 3 0.866888 4 2 0.110241 12 4 0.568753 4 3 0.825754 2 3 0.0201519 1 1 0.887203 13 4 0.789494 1 5 0.855869 4 1 0.675148 2 4 0.172167 0 5 0.718817 10 2 0.255057 3 2 0.46537 15 1 0.678795 14 3 0.544975 1 4 0.443874 11 2 0.834838 5 4 0.649486 9 4 0.462044 7 4 0.187746 1 2 0.896011 2 5 0.0947697 3 3 0.650945 15 3 0.879814 9 1 0.89175 4 4 0.604795 15 5 0.526931 11 4 0.0394198 6 1 0.0499279 STREAMCOST 1.57809 2.03656 5.00095 6.89763 8.55795 5.90781 6.01782 2.38684 9.89124 1.31641 7.86876 8.47997 9.4679 2.30041 7.54074 6.05597 HEUR 2 45 20 34.0562 45 21 40.5583 45 40 41.385 45 41 74.4524 45 42 44.7372 45 43 198.067 45 44 69.6296 45 45 93.276 45 46 64.2866 45 47 52.69 45 30 40.2653 45 31 40.3821 45 32 40.3821 45 33 40.2653 # ARGUMENTS VAR RATIO 5 TREE 46 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 16 6 13 14 VALUE 3 5 0.758076 3 2 0.989686 14 4 0.0428655 1 3 0.394062 14 1 0.455004 3 3 0.182441 1 4 0.42635 4 4 0.0611791 13 5 0.323666 14 1 0.150359 12 4 0.394832 2 4 0.513696 0 3 0.299908 3 1 0.867138 5 1 0.262415 7 5 0.94917 6 5 0.307539 1 2 0.178807 7 3 0.0578752 7 2 0.268 3 4 0.96343 6 4 0.433422 13 3 0.0900853 6 1 0.86727 10 3 0.978992 14 1 0.0931739 14 4 0.0580513 12 4 0.717454 1 3 0.255733 1 1 0.797839 3 3 0.106557 7 3 0.930221 0 1 0.790605 12 1 0.0698217 1 4 0.429601 1 2 0.0949416 13 1 0.00587472 9 1 0.996528 11 5 0.14761 0 5 0.0271916 8 2 0.4248 3 1 0.635747 7 4 0.946624 13 2 0.397558 6 3 0.828926 3 4 0.297825 7 4 0.232744 11 4 0.978248 9 4 0.448386 STREAMCOST 1.63664 6.18862 9.34509 3.79987 9.50251 6.86864 6.71974 1.81856 1.78195 4.30526 3.12394 6.14954 7.27264 8.29642 3.86691 5.19925 HEUR 2 46 20 14.2298 46 21 14.2298 46 40 16.6736 46 41 59.5485 46 42 19.4531 46 43 158.312 46 44 32.2098 46 45 102.844 46 46 29.8484 46 47 18.7152 46 30 16.6589 46 31 16.6589 46 32 16.6633 46 33 16.6589 # ARGUMENTS VAR RATIO 5 TREE 47 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 3 18 20 19 VALUE 11 5 0.351468 5 4 0.97826 12 5 0.645562 6 3 0.306488 11 2 0.246649 10 2 0.514009 0 2 0.098726 5 2 0.762611 10 1 0.322208 11 1 0.769864 14 2 0.270921 11 2 0.509403 15 5 0.127115 14 4 0.36507 0 3 0.856791 12 4 0.128909 8 3 0.935236 14 3 0.481519 2 5 0.536866 14 2 0.0285553 0 3 0.883801 5 4 0.826136 15 5 0.744945 5 2 0.92784 5 2 0.526404 8 3 0.2932 4 1 0.174636 12 2 0.228132 2 1 0.389079 1 3 0.0787534 15 3 0.145567 5 3 0.368639 8 4 0.305243 15 1 0.989417 9 5 0.103729 4 3 0.982053 6 4 0.084722 11 3 0.689549 10 2 0.661934 3 1 0.904052 15 5 0.0590245 6 5 0.164357 12 4 0.252477 15 5 0.585588 7 1 0.377151 2 5 0.643998 12 1 0.774458 5 5 0.95536 7 4 0.302901 2 3 0.81425 8 5 0.608145 5 3 0.698311 15 4 0.60204 5 5 0.814031 1 1 0.488291 10 5 0.469922 14 1 0.216884 3 3 0.231941 8 2 0.641922 14 3 0.541838 STREAMCOST 6.07217 7.116 6.30355 2.80198 3.82229 4.04127 7.82217 5.96492 8.7145 4.61619 5.28848 6.49313 8.76823 9.32789 6.94823 9.74261 HEUR 2 47 20 62.4566 47 21 73.7046 47 40 75.9798 47 41 127.931 47 42 87.3486 47 43 218.695 47 44 155.432 47 45 137.51 47 46 116.187 47 47 101.425 47 30 68.941 47 31 73.7049 47 32 73.7049 47 33 68.941 # ARGUMENTS VAR RATIO 5 TREE 48 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 1 9 18 6 VALUE 4 4 0.298976 1 4 0.963332 5 2 0.86471 7 3 0.747046 8 3 0.357172 10 1 0.875288 2 4 0.444959 5 4 0.765516 7 3 0.592744 13 2 0.930247 7 4 0.187128 8 3 0.452396 2 4 0.0371103 2 1 0.367063 3 2 0.545229 0 4 0.967944 9 2 0.574984 11 2 0.934732 6 1 0.401641 2 4 0.543657 2 1 0.788784 10 1 0.371629 9 3 0.152068 0 4 0.966288 4 4 0.771969 1 2 0.115093 10 5 0.950589 2 5 0.472121 2 5 0.337794 5 1 0.527782 11 5 0.679915 2 5 0.570157 4 5 0.182108 10 1 0.557177 STREAMCOST 4.33179 5.42796 9.66563 8.29051 6.21321 5.58609 9.00604 1.37256 5.6593 7.71086 7.55291 4.816 4.4451 2.34005 9.9258 8.84487 HEUR 2 48 20 47.8811 48 21 59.5371 48 40 57.6258 48 41 107.678 48 42 65.1044 48 43 201.088 48 44 86.4291 48 45 98.6155 48 46 87.3871 48 47 87.1242 48 30 49.7575 48 31 59.5371 48 32 59.8228 48 33 49.7575 # ARGUMENTS VAR RATIO 5 TREE 49 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 7 10 5 16 VALUE 14 1 0.891603 12 4 0.319044 9 1 0.546966 11 2 0.183188 12 5 0.89623 14 4 0.690447 7 2 0.442213 0 5 0.319751 13 2 0.229138 3 5 0.362624 0 1 0.289838 9 2 0.917203 11 3 0.707609 10 5 0.493805 9 5 0.355227 12 3 0.247606 14 1 0.251929 5 2 0.0461954 1 5 0.251493 3 5 0.988542 13 1 0.637194 12 5 0.964412 15 4 0.854938 10 5 0.00742816 10 5 0.393055 12 3 0.9251 6 5 0.480352 12 2 0.130766 2 3 0.894941 0 3 0.988283 13 5 0.567836 10 1 0.104068 10 3 0.768615 3 2 0.880582 0 4 0.0907847 14 2 0.719356 9 1 0.831227 12 1 0.637151 STREAMCOST 7.16595 5.69668 2.23364 3.91418 9.35784 4.6185 6.59586 9.25752 9.90668 7.57265 3.44205 7.85307 6.34875 8.96606 5.70481 2.24496 HEUR 2 49 20 43.0257 49 21 41.8616 49 40 44.2862 49 41 128.657 49 42 49.2682 49 43 200.833 49 44 72.3984 49 45 111.113 49 46 74.304 49 47 71.2843 49 30 43.7851 49 31 43.9198 49 32 43.9198 49 33 43.8314 # ARGUMENTS VAR RATIO 5 TREE 50 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 10 3 5 2 VALUE 4 4 0.39633 0 2 0.152201 15 5 0.408197 12 4 0.24423 12 2 0.310009 7 2 0.134788 5 3 0.145467 15 5 0.0886125 14 2 0.559957 3 2 0.516612 14 1 0.674573 4 2 0.671367 8 4 0.524104 5 5 0.11343 9 1 0.668338 0 1 0.788569 5 2 0.0564016 13 1 0.528721 14 4 0.938015 0 4 0.773173 STREAMCOST 7.59419 2.81067 5.15573 1.15742 9.38196 3.86177 4.65778 7.06969 7.14885 3.49003 6.84924 2.85455 6.38889 8.97069 2.99835 7.58292 HEUR 2 50 20 48.9395 50 21 70.161 50 40 70.2112 50 41 72.0476 50 42 73.9362 50 43 54.5752 50 44 117.116 50 45 101.754 50 46 70.5047 50 47 61.366 50 30 50.1782 50 31 70.3392 50 32 70.3453 50 33 50.1782 # ARGUMENTS VAR RATIO 5 TREE 51 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 14 7 1 11 VALUE 5 5 0.64402 8 2 0.958989 15 3 0.15767 13 2 0.541813 9 4 0.487796 13 1 0.163985 3 4 0.646746 8 2 0.118123 6 4 0.0477258 2 2 0.192219 4 1 0.445411 11 1 0.467104 12 3 0.728711 0 3 0.0587546 11 2 0.582356 0 4 0.703199 12 4 0.869491 7 2 0.400873 4 5 0.603724 14 2 0.027311 13 4 0.711593 1 3 0.69433 14 4 0.0191032 14 3 0.861442 2 5 0.842875 0 1 0.978789 11 1 0.847601 15 1 0.113903 4 2 0.921423 10 4 0.23996 5 3 0.415038 13 1 0.0919189 3 4 0.19719 STREAMCOST 4.73336 8.67325 8.02994 7.20077 8.70459 1.91974 9.62279 3.94054 7.18108 6.22523 1.6655 1.10731 3.62511 2.95959 2.45173 7.28635 HEUR 2 51 20 29.0206 51 21 35.6946 51 40 36.8775 51 41 69.2736 51 42 36.2952 51 43 143.635 51 44 75.6756 51 45 92.0899 51 46 40.9428 51 47 40.4337 51 30 29.3585 51 31 36.8999 51 32 36.8999 51 33 29.3585 # ARGUMENTS VAR RATIO 5 TREE 52 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 17 17 1 3 VALUE 3 3 0.618422 13 1 0.635213 9 3 0.0538902 13 5 0.0324656 15 1 0.521128 3 4 0.694628 12 1 0.764955 10 3 0.506869 12 3 0.423202 6 5 0.263017 10 3 0.368456 5 5 0.342264 6 4 0.0949543 8 2 0.432633 6 3 0.742274 15 4 0.43853 3 4 0.808488 13 4 0.577019 6 5 0.510616 15 4 0.785923 7 4 0.743067 7 1 0.703354 7 4 0.434389 15 2 0.424566 13 3 0.0200226 6 3 0.715292 0 3 0.497727 11 5 0.699523 5 4 0.90159 9 1 0.293368 2 5 0.787385 14 4 0.600282 11 4 0.539255 5 3 0.0454721 14 2 0.374513 4 3 0.504987 11 3 0.425568 5 4 0.0680222 STREAMCOST 6.34892 8.76199 5.08853 8.90251 9.24199 1.04515 7.69661 3.71009 9.36537 5.78101 9.0206 9.65441 3.883 2.24077 7.21024 7.899 HEUR 2 52 20 21.2855 52 21 25.2122 52 40 25.4778 52 41 62.0362 52 42 31.6586 52 43 185.137 52 44 32.1683 52 45 118.984 52 46 26.333 52 47 25.1753 52 30 21.9316 52 31 26.2227 52 32 26.2932 52 33 21.9316 # ARGUMENTS VAR RATIO 5 TREE 53 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 17 14 12 17 VALUE 7 1 0.352175 12 3 0.724233 8 3 0.827456 7 2 0.872596 7 4 0.347785 9 1 0.885562 4 2 0.0476347 0 2 0.526348 5 5 0.556733 1 5 0.9796 2 4 0.407206 7 4 0.984098 9 4 0.566519 11 3 0.13415 9 3 0.128228 14 1 0.728865 7 5 0.862034 9 5 0.855623 3 5 0.466281 2 3 0.794846 6 4 0.970004 4 5 0.14285 11 1 0.304276 7 1 0.305707 15 4 0.77718 13 2 0.338984 11 2 0.267685 11 5 0.572963 3 2 0.220847 1 1 0.307737 7 5 0.725782 12 2 0.860127 4 2 0.81905 9 5 0.803977 0 2 0.853964 10 4 0.259506 0 1 0.394293 12 3 0.619586 2 3 0.941103 4 1 0.0780035 11 2 0.129563 14 2 0.818151 0 1 0.633578 1 4 0.0746328 11 1 0.835434 13 5 0.365799 13 4 0.707967 11 3 0.0670311 10 2 0.89571 13 5 0.682281 10 2 0.0610077 9 4 0.607408 7 1 0.710934 9 2 0.89477 11 4 0.897766 1 4 0.485822 3 4 0.540693 6 5 0.0682025 9 5 0.329203 10 3 0.149971 STREAMCOST 2.59191 6.82996 7.03747 7.40106 8.81436 4.62574 5.32293 4.76539 4.23829 4.34915 9.54035 4.66735 7.48026 9.70032 3.71025 9.02165 HEUR 2 53 20 24.7037 53 21 24.7037 53 40 26.267 53 41 80.9298 53 42 33.8967 53 43 266.981 53 44 68.1563 53 45 174.459 53 46 34.661 53 47 24.6594 53 30 26.8083 53 31 26.8083 53 32 26.8097 53 33 26.8083 # ARGUMENTS VAR RATIO 5 TREE 54 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 9 4 8 1 VALUE 2 5 0.518283 3 1 0.21703 15 2 0.801381 7 4 0.498215 10 2 0.029657 5 2 0.035028 6 2 0.189631 14 4 0.738449 9 2 0.926274 15 2 0.175361 4 1 0.720218 11 5 0.594852 4 4 0.171987 10 1 0.559412 2 5 0.585014 7 3 0.63616 7 2 0.235154 11 5 0.541306 7 4 0.0545834 2 5 0.536923 3 2 0.712525 15 5 0.986028 STREAMCOST 5.23952 7.13151 3.34978 2.27499 4.96557 6.52265 2.88445 4.46507 5.25613 2.84031 3.08245 2.97395 2.45059 7.61492 2.95356 8.12897 HEUR 2 54 20 40.8467 54 21 67.9829 54 40 60.4899 54 41 80.8 54 42 70.175 54 43 41.5116 54 44 85.3565 54 45 71.6047 54 46 82.1465 54 47 76.4824 54 30 41.0358 54 31 68.433 54 32 68.433 54 33 41.0358 # ARGUMENTS VAR RATIO 5 TREE 55 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 2 14 20 20 VALUE 7 2 0.242523 15 3 0.723388 4 3 0.86263 4 1 0.21797 1 4 0.76716 4 1 0.460368 12 2 0.00913895 1 4 0.0630545 13 3 0.898586 2 5 0.193665 7 5 0.352319 11 5 0.94093 6 1 0.643657 9 1 0.223158 12 2 0.429613 5 3 0.232666 12 2 0.402557 8 5 0.917544 10 3 0.727272 15 4 0.624075 5 1 0.0196599 13 2 0.557174 4 1 0.919062 7 2 0.216579 3 3 0.909923 7 4 0.416363 6 3 0.92179 8 4 0.984142 1 5 0.322081 13 5 0.56081 10 2 0.615384 4 5 0.506513 10 2 0.26742 1 2 0.745546 5 4 0.20033 9 2 0.804897 10 1 0.848366 3 2 0.0229454 12 5 0.831099 13 3 0.0727288 5 5 0.203182 7 1 0.873822 5 3 0.0723294 1 1 0.191299 14 1 0.613598 11 1 0.965145 4 2 0.7233 7 5 0.998788 6 3 0.717042 6 5 0.614816 0 2 0.826677 12 3 0.602751 4 4 0.594144 13 1 0.0328256 2 4 0.533886 14 3 0.385476 STREAMCOST 3.02764 1.12656 7.71528 1.69311 7.88901 1.97636 4.18374 5.65782 6.35373 1.2438 9.81225 9.57553 3.61061 5.02204 6.62626 8.44764 HEUR 2 55 20 20.8659 55 21 23.4061 55 40 23.4226 55 41 65.0411 55 42 23.4795 55 43 233.484 55 44 30.3643 55 45 78.3316 55 46 26.7598 55 47 24.6777 55 30 22.3644 55 31 23.4075 55 32 23.4075 55 33 22.3644 # ARGUMENTS VAR RATIO 5 TREE 56 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 20 2 7 17 VALUE 10 3 0.19639 9 2 0.181751 13 2 0.24785 15 3 0.0961941 14 3 0.391658 12 2 0.704288 1 1 0.834218 0 1 0.0225529 10 4 0.549504 13 5 0.922047 4 4 0.440868 6 5 0.666874 11 1 0.71264 11 1 0.62414 0 4 0.327797 4 3 0.356453 11 4 0.729568 5 5 0.369503 15 2 0.550195 13 5 0.180288 8 3 0.349772 13 5 0.293994 3 5 0.401167 3 3 0.215962 2 5 0.725203 5 3 0.967771 2 5 0.786076 8 1 0.815589 11 4 0.259254 1 4 0.64894 2 1 0.025421 0 1 0.433713 15 3 0.282314 7 5 0.403716 5 2 0.468981 11 1 0.544404 2 3 0.00164244 1 3 0.00652367 0 3 0.733327 4 4 0.781306 2 3 0.535273 3 5 0.74569 11 1 0.936569 15 2 0.876448 13 1 0.873271 8 1 0.507488 STREAMCOST 1.15672 4.84064 4.91331 5.46082 4.62896 9.99486 4.00426 3.99376 1.32097 6.47248 2.99833 8.71592 4.27933 8.0306 5.74887 6.2811 HEUR 2 56 20 36.7851 56 21 37.0495 56 40 38.8823 56 41 101.974 56 42 41.8604 56 43 190.486 56 44 82.6205 56 45 79.4158 56 46 65.386 56 47 61.8349 56 30 36.7852 56 31 37.0495 56 32 38.7822 56 33 36.7852 # ARGUMENTS VAR RATIO 5 TREE 57 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 2 13 5 14 VALUE 6 5 0.310783 11 3 0.806225 8 5 0.807099 7 5 0.451201 8 4 0.424687 5 1 0.641068 14 5 0.420514 5 3 0.247333 3 1 0.447486 4 3 0.838036 1 3 0.927288 7 1 0.485544 13 5 0.0521601 5 5 0.427702 1 5 0.40199 11 1 0.12442 0 5 0.721314 15 1 0.21411 0 4 0.0829377 14 2 0.00375733 6 1 0.0197303 14 3 0.201059 10 5 0.673044 9 4 0.906244 1 5 0.894874 4 4 0.452105 10 3 0.852679 1 3 0.136204 3 4 0.538709 8 3 0.978748 4 3 0.668484 6 4 0.668301 11 2 0.599264 13 1 0.984192 STREAMCOST 6.93317 9.26451 3.77748 2.68567 4.32434 2.16394 3.56306 7.86808 9.34405 7.39126 7.9797 1.6452 6.77184 9.74084 3.57457 1.06974 HEUR 2 57 20 24.5857 57 21 27.0966 57 40 26.5273 57 41 59.8868 57 42 27.1114 57 43 234.968 57 44 76.9585 57 45 84.9629 57 46 40.6739 57 47 35.2831 57 30 25.5839 57 31 27.454 57 32 27.454 57 33 25.5839 # ARGUMENTS VAR RATIO 5 TREE 58 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 8 17 10 18 VALUE 7 5 0.0756221 15 3 0.537712 4 2 0.308804 13 2 0.34968 13 2 0.968835 6 4 0.898125 6 5 0.162716 13 3 0.305939 12 5 0.300044 9 4 0.34475 4 1 0.0326293 11 5 0.243716 2 3 0.278887 15 3 0.26816 8 5 0.0794598 2 1 0.0868177 11 5 0.123 7 2 0.347602 0 4 0.516121 9 2 0.868067 8 3 0.371382 8 2 0.340797 6 2 0.578615 10 3 0.902624 8 2 0.843851 5 2 0.991632 1 3 0.658337 6 2 0.444109 13 2 0.397438 10 4 0.54375 14 1 0.68331 2 5 0.885823 15 4 0.57786 1 5 0.841161 4 4 0.558597 9 1 0.890147 11 4 0.881958 5 1 0.373807 5 3 0.0267232 6 4 0.289825 9 3 0.56633 10 5 0.738494 9 1 0.795064 14 3 0.326873 10 5 0.41737 13 2 0.699593 4 2 0.320139 10 5 0.872704 8 5 0.102951 15 4 0.214204 1 3 0.909476 12 3 0.221656 12 4 0.940524 STREAMCOST 9.72284 1.38929 7.23092 1.4799 9.32012 7.40089 1.65277 5.93242 3.50127 6.95171 2.59834 4.06482 7.26406 4.6183 4.93476 6.48851 HEUR 2 58 20 26.323 58 21 26.3892 58 40 27.4416 58 41 67.8207 58 42 34.93 58 43 196.821 58 44 80.0872 58 45 127.462 58 46 36.28 58 47 32.0408 58 30 26.3231 58 31 26.3893 58 32 26.39 58 33 26.3231 # ARGUMENTS VAR RATIO 5 TREE 59 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 19 17 4 13 VALUE 13 5 0.0841569 6 3 0.698698 4 5 0.256281 3 3 0.529549 3 5 0.648621 0 4 0.723133 6 4 0.402543 14 3 0.536128 3 1 0.134332 1 1 0.724371 7 5 0.113848 9 2 0.65579 13 3 0.314073 4 1 0.578992 12 1 0.25797 4 5 0.29675 12 2 0.33533 5 3 0.876065 3 5 0.434248 12 4 0.723547 15 1 0.439492 6 3 0.873498 10 3 0.9131 3 3 0.487829 8 5 0.443259 10 1 0.594039 14 3 0.637829 2 5 0.75908 7 4 0.38921 11 4 0.885232 10 3 0.763498 7 2 0.689967 4 5 0.200389 6 2 0.638392 11 5 0.922916 2 2 0.670195 11 3 0.6404 13 1 0.274237 11 2 0.0203762 9 5 0.700553 4 5 0.437412 7 5 0.942414 8 4 0.902781 2 2 0.0993637 9 2 0.896018 7 1 0.658886 12 2 0.186294 14 4 0.787391 8 2 0.72825 7 1 0.639883 14 3 0.770784 14 5 0.302457 3 3 0.67643 STREAMCOST 6.20018 4.22691 7.29789 3.36227 4.46525 4.53528 7.5316 7.81361 9.74679 4.4972 2.66661 9.24015 5.94944 6.67751 2.59876 9.93819 HEUR 2 59 20 42.1044 59 21 40.5825 59 40 44.6748 59 41 69.4566 59 42 48.7173 59 43 252.457 59 44 102.193 59 45 172.207 59 46 61.7576 59 47 52.8827 59 30 43.2225 59 31 43.2338 59 32 43.299 59 33 43.2225 # ARGUMENTS VAR RATIO 5 TREE 60 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 7 16 4 15 VALUE 5 4 0.66575 11 3 0.748428 6 3 0.379415 14 1 0.704382 2 5 0.123393 13 4 0.183256 13 3 0.337397 15 5 0.403351 2 3 0.50033 14 2 0.188924 3 1 0.502086 5 4 0.94836 10 3 0.0804331 6 3 0.140583 13 3 0.293018 0 5 0.950129 8 2 0.959386 11 2 0.364592 8 1 0.988013 3 2 0.769658 15 3 0.0399293 8 1 0.889292 3 4 0.0115855 8 3 0.740677 10 4 0.711316 7 2 0.499169 12 5 0.96658 13 3 0.964098 6 4 0.499896 6 4 0.965804 5 3 0.163673 5 4 0.711745 10 1 0.785718 5 5 0.84512 13 5 0.962811 8 3 0.00332106 0 3 0.143281 5 3 0.0842832 10 4 0.688343 8 4 0.969284 15 5 0.392679 10 3 0.848781 STREAMCOST 9.28826 6.7212 4.47905 8.26624 5.02234 5.6312 5.03009 2.13734 3.36954 3.18512 9.35942 3.2265 5.6443 6.86537 6.97715 2.49342 HEUR 2 60 20 57.1941 60 21 69.3637 60 40 67.9539 60 41 135.231 60 42 76.3477 60 43 234.31 60 44 99.6989 60 45 133.7 60 46 92.6005 60 47 90.6687 60 30 59.5516 60 31 67.6881 60 32 67.6881 60 33 59.5516 # ARGUMENTS VAR RATIO 5 TREE 61 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 17 18 4 2 VALUE 14 3 0.499551 7 5 0.554292 0 2 0.923644 10 4 0.93777 4 3 0.340925 14 1 0.205105 7 5 0.881047 0 3 0.584381 7 3 0.882341 6 4 0.620365 1 2 0.0278234 15 4 0.101333 11 4 0.0398732 13 3 0.862615 5 2 0.599223 2 4 0.703364 3 1 0.528219 11 2 0.667118 2 2 0.955981 0 4 0.845931 14 3 0.457832 10 1 0.442773 2 5 0.334569 4 3 0.138356 6 4 0.548966 4 4 0.733107 14 4 0.74969 11 2 0.235367 3 4 0.260583 7 4 0.341556 7 4 0.171107 13 4 0.210868 0 5 0.768505 2 2 0.774421 4 4 0.484688 10 2 0.240927 5 5 0.0981926 13 1 0.919065 2 5 0.138468 5 2 0.522 15 1 0.123498 STREAMCOST 9.15168 7.00361 8.51373 6.15519 9.35699 7.55694 9.94537 5.00069 4.18696 5.30437 6.0956 3.20826 9.54036 2.13464 2.01245 8.47652 HEUR 2 61 20 37.7096 61 21 41.5914 61 40 43.6163 61 41 64.5112 61 42 45.3884 61 43 182.366 61 44 96.1191 61 45 113.419 61 46 66.32 61 47 65.1747 61 30 41.4083 61 31 42.1849 61 32 43.3555 61 33 41.4083 # ARGUMENTS VAR RATIO 5 TREE 62 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 1 11 10 10 VALUE 13 3 0.411402 11 4 0.886414 4 2 0.5428 8 2 0.382526 3 1 0.953458 0 4 0.923896 0 3 0.996126 2 4 0.063813 11 5 0.410497 11 2 0.494318 15 3 0.224471 6 1 0.198672 14 4 0.889132 7 5 0.100895 9 2 0.985814 13 3 0.149284 2 2 0.587449 8 2 0.0817166 4 1 0.0175767 12 3 0.693534 14 2 0.10252 14 3 0.301254 2 2 0.11201 15 5 0.183998 9 2 0.270917 6 4 0.713671 3 1 0.282374 12 2 0.176567 8 3 0.385861 1 2 0.136795 12 2 0.707683 10 5 0.388411 STREAMCOST 4.27475 5.13575 4.0209 6.05755 9.3692 5.39672 7.96603 8.17851 6.31752 6.6467 8.98862 6.93961 7.1176 5.56808 1.1605 5.87455 HEUR 2 62 20 28.1046 62 21 38.6418 62 40 39.151 62 41 95.6082 62 42 40.4654 62 43 170.552 62 44 44.7021 62 45 81.4556 62 46 40.8699 62 47 38.6855 62 30 29.9184 62 31 39.153 62 32 39.153 62 33 29.9184 # ARGUMENTS VAR RATIO 5 TREE 63 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 12 10 8 1 VALUE 0 1 0.525673 13 1 0.747134 8 4 0.256087 11 3 0.741591 8 5 0.225789 2 1 0.0884523 7 3 0.773385 14 4 0.532395 13 5 0.453845 4 3 0.868604 0 1 0.874524 11 3 0.855571 15 5 0.891787 8 4 0.98877 14 1 0.193462 8 5 0.953256 0 2 0.92044 3 4 0.10456 11 1 0.965887 15 2 0.0384744 5 1 0.491097 12 2 0.690688 8 1 0.293093 4 2 0.795315 11 1 0.346879 15 3 0.835366 9 5 0.110234 6 3 0.858983 4 4 0.598617 12 5 0.247411 2 5 0.986453 STREAMCOST 7.23946 7.18538 7.08446 6.02301 7.83854 9.47643 1.3107 7.03788 7.01742 6.44214 6.774 4.64679 5.16591 5.84108 9.77374 9.70995 HEUR 2 63 20 35.7663 63 21 60.7813 63 40 61.4223 63 41 104.935 63 42 76.7626 63 43 65.575 63 44 94.5196 63 45 145.464 63 46 119.358 63 47 119.126 63 30 35.7726 63 31 61.2426 63 32 61.2532 63 33 35.7726 # ARGUMENTS VAR RATIO 5 TREE 64 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 8 16 12 12 VALUE 9 5 0.449859 5 3 0.615436 4 5 0.313337 11 2 0.934937 8 5 0.396222 8 4 0.95382 8 3 0.582075 2 1 0.967384 0 5 0.208742 15 1 0.806064 10 4 0.224442 4 2 0.831787 9 4 0.00194849 14 1 0.165116 6 4 0.216444 2 3 0.899681 13 1 0.255723 7 4 0.0295279 3 3 0.206088 1 1 0.136969 14 4 0.671582 15 2 0.851996 0 3 0.352538 8 2 0.902358 6 5 0.394106 3 3 0.363173 9 5 0.623283 14 2 0.347059 2 3 0.245073 13 5 0.921684 15 1 0.711576 8 4 0.45441 1 2 0.902812 12 3 0.670641 1 2 0.812595 2 3 0.632177 11 1 0.331872 8 5 0.221239 4 3 0.241382 11 1 0.131592 9 3 0.517837 3 3 0.165298 13 1 0.439895 1 5 0.613331 1 4 0.843982 2 2 0.770718 6 2 0.262744 3 4 0.706482 STREAMCOST 1.70438 9.8371 1.96787 8.58805 3.57007 9.69395 1.41042 9.97096 9.64736 5.77998 1.14548 2.18439 6.43152 9.77751 7.05976 8.52445 HEUR 2 64 20 46.7739 64 21 49.0368 64 40 51.3929 64 41 101.884 64 42 50.5602 64 43 250.545 64 44 76.1109 64 45 98.5456 64 46 58.8516 64 47 57.6637 64 30 50.1858 64 31 50.3996 64 32 50.3996 64 33 50.1858 # ARGUMENTS VAR RATIO 5 TREE 65 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 5 18 1 14 VALUE 4 2 0.172645 6 2 0.570363 2 4 0.699314 1 4 0.953895 8 3 0.235807 12 2 0.0320559 8 4 0.134185 13 3 0.29558 7 1 0.679669 2 4 0.379921 2 4 0.100694 9 5 0.651159 3 3 0.100208 10 4 0.712905 1 5 0.455741 14 1 0.525988 8 3 0.446075 10 1 0.23624 15 3 0.663226 0 4 0.173104 8 5 0.0299374 2 1 0.955137 5 3 0.0504041 11 3 0.647618 12 5 0.376635 1 5 0.366696 4 2 0.410791 14 2 0.280522 6 4 0.0928604 0 5 0.766514 5 2 0.935585 7 4 0.217575 1 2 0.456475 1 4 0.949467 10 1 0.0498556 12 4 0.982675 14 5 0.0307213 15 5 0.0712786 STREAMCOST 1.9712 1.94692 9.57401 6.41876 6.37805 7.96514 5.77855 3.06263 4.18784 2.46007 3.56879 5.2927 3.50772 2.17434 9.05265 8.35081 HEUR 2 65 20 23.5653 65 21 27.4115 65 40 37.378 65 41 68.8972 65 42 50.706 65 43 136.457 65 44 96.0753 65 45 48.3508 65 46 49.7532 65 47 45.5423 65 30 23.6515 65 31 27.4115 65 32 37.7762 65 33 23.6515 # ARGUMENTS VAR RATIO 5 TREE 66 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 4 4 3 6 VALUE 5 2 0.679109 5 1 0.904821 4 5 0.758416 15 3 0.181624 8 1 0.4678 10 1 0.140514 13 3 0.298641 5 1 0.0616328 10 2 0.903489 4 3 0.215468 8 5 0.664328 14 4 0.115052 5 1 0.0266425 8 1 0.725531 14 2 0.0678205 7 2 0.768679 1 2 0.0962941 STREAMCOST 1.45652 1.75393 5.52578 1.78234 1.78561 1.2003 1.24994 7.93938 3.77689 1.44291 5.3281 5.18701 3.92991 9.4711 3.50649 2.94861 HEUR 2 66 20 18.4841 66 21 19.1183 66 40 19.8184 66 41 43.9258 66 42 19.9926 66 43 77.6642 66 44 22.3799 66 45 42.6437 66 46 20.0224 66 47 19.8914 66 30 18.4841 66 31 19.1183 66 32 19.1183 66 33 18.4841 # ARGUMENTS VAR RATIO 5 TREE 67 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 11 16 18 20 VALUE 10 4 0.331592 13 1 0.79033 6 1 0.21315 12 5 0.918811 11 5 0.0468953 8 5 0.186138 9 3 0.252072 2 2 0.52988 3 3 0.35032 15 2 0.756775 0 2 0.409589 3 3 0.841702 0 4 0.955009 7 2 0.639508 8 4 0.232813 2 2 0.575723 8 3 0.708476 4 5 0.349594 9 1 0.402252 12 2 0.980759 13 5 0.297642 1 3 0.332008 15 5 0.183395 0 4 0.730352 11 3 0.04614 1 5 0.871917 5 3 0.706944 6 2 0.397974 3 4 0.304972 15 1 0.438987 15 2 0.00841191 11 5 0.842385 5 2 0.927035 8 3 0.852364 7 3 0.447447 0 5 0.373173 10 5 0.239804 15 4 0.109996 6 3 0.225061 8 1 0.405506 7 4 0.821898 2 4 0.210712 15 1 0.526868 1 2 0.908093 0 4 0.690662 15 2 0.824424 12 2 0.187677 3 3 0.532729 0 4 0.156544 11 1 0.338138 3 4 0.629045 0 1 0.339055 5 2 0.801121 1 4 0.396125 2 2 0.23807 2 3 0.18108 15 2 0.526908 14 2 0.296707 1 2 0.212757 9 1 0.0118496 10 5 0.232557 6 4 0.839625 5 2 0.0269618 13 5 0.336539 15 5 0.876759 STREAMCOST 1.89842 7.31392 1.06662 2.57164 7.99103 8.24109 3.69039 4.48218 2.25519 7.40178 7.27361 3.60496 5.50232 1.86522 5.24229 7.0046 HEUR 2 67 20 13.6879 67 21 14.0596 67 40 18.9528 67 41 33.5438 67 42 23.459 67 43 183.718 67 44 41.4398 67 45 91.7973 67 46 20.0323 67 47 19.6033 67 30 13.771 67 31 13.771 67 32 13.771 67 33 13.771 # ARGUMENTS VAR RATIO 5 TREE 68 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 6 9 1 16 VALUE 9 1 0.112512 8 4 0.0619177 4 2 0.807252 5 1 0.309121 11 3 0.932896 10 5 0.938398 12 2 0.972823 4 3 0.763659 8 4 0.954831 4 4 0.886732 9 4 0.168878 3 1 0.345312 0 3 0.229623 6 3 0.99458 11 5 0.289967 15 1 0.966514 15 1 0.773171 3 3 0.505566 2 3 0.750443 8 3 0.296267 12 3 0.716566 14 1 0.209809 8 3 0.673069 6 4 0.643578 7 4 0.997919 4 2 0.565819 5 3 0.135922 11 2 0.628539 2 4 0.840422 4 4 0.0809992 7 3 0.702396 4 5 0.596657 STREAMCOST 6.73049 6.77933 1.1649 1.37377 2.25605 4.05454 6.80802 2.1505 1.04219 1.0313 1.6503 2.58696 6.11462 4.15688 7.02448 8.78738 HEUR 2 68 20 9.06729 68 21 18.0324 68 40 18.7233 68 41 30.7298 68 42 20.5281 68 43 51.4435 68 44 31.1432 68 45 36.7482 68 46 18.4081 68 47 17.9765 68 30 9.10388 68 31 18.2044 68 32 18.2054 68 33 9.10404 # ARGUMENTS VAR RATIO 5 TREE 69 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 6 9 17 12 VALUE 5 1 0.789409 13 3 0.143053 4 2 0.104977 10 1 0.250028 10 4 0.69783 1 4 0.0193871 12 1 0.0763763 3 2 0.908016 11 4 0.328494 1 3 0.815427 2 4 0.323504 12 3 0.707103 8 3 0.293031 7 2 0.0609419 10 3 0.233459 6 4 0.00119379 6 3 0.387666 0 2 0.721237 8 3 0.987691 5 3 0.676308 10 1 0.391135 3 1 0.737853 11 1 0.413616 7 3 0.458307 5 1 0.0937152 0 3 0.0112819 12 3 0.193509 11 3 0.56972 3 5 0.0758817 10 1 0.0603164 2 3 0.257092 9 1 0.483148 14 2 0.546626 1 5 0.379616 14 2 0.39105 12 2 0.663356 10 4 0.856278 8 3 0.330015 8 3 0.162918 14 3 0.369807 2 3 0.945735 10 5 0.607565 4 4 0.769626 5 2 0.0286889 STREAMCOST 9.80358 7.59385 3.5315 8.84635 7.06429 8.46851 4.89766 5.79439 4.64211 3.33535 6.22917 8.06666 6.32423 5.8455 1.52365 1.76173 HEUR 2 69 20 22.3681 69 21 22.3686 69 40 26.1982 69 41 97.7289 69 42 27.8755 69 43 189.05 69 44 79.7489 69 45 80.5592 69 46 64.6112 69 47 47.7901 69 30 22.3765 69 31 22.3769 69 32 22.3769 69 33 22.3764 # ARGUMENTS VAR RATIO 5 TREE 70 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 19 14 18 2 VALUE 9 1 0.90517 2 2 0.861619 2 1 0.859534 5 3 0.388743 7 1 0.452564 3 2 0.362547 4 1 0.591328 8 2 0.156422 0 2 0.70813 10 1 0.51645 3 4 0.734949 6 1 0.657685 4 2 0.934151 1 5 0.172164 15 5 0.131227 0 1 0.0997708 12 3 0.674712 13 2 0.656667 5 4 0.488346 0 3 0.458653 15 2 0.948023 11 5 0.339412 2 2 0.155114 3 1 0.166046 4 2 0.36605 5 5 0.502985 5 5 0.483888 9 1 0.611695 14 1 0.213585 3 5 0.418131 0 1 0.232134 0 4 0.774228 3 5 0.299852 15 3 0.137634 7 1 0.184748 5 1 0.00145811 1 4 0.441147 12 5 0.804139 15 2 0.53469 7 4 0.784621 5 4 0.865941 9 3 0.595498 15 3 0.86222 0 2 0.7874 4 3 0.760626 15 1 0.0397946 15 1 0.652309 12 5 0.564597 10 4 0.78174 14 2 0.862037 14 5 0.0235085 4 3 0.216437 2 2 0.989904 STREAMCOST 3.83803 9.31764 2.16647 2.90098 4.45721 3.0841 5.65572 3.65501 1.16698 1.62967 5.15792 9.83113 9.41852 4.47444 5.17068 2.80934 HEUR 2 70 20 18.4152 70 21 23.8434 70 40 23.8767 70 41 40.439 70 42 26.7787 70 43 121.806 70 44 26.8119 70 45 68.8066 70 46 32.2247 70 47 29.4846 70 30 21.8179 70 31 23.8434 70 32 23.8434 70 33 21.8179 # ARGUMENTS VAR RATIO 5 TREE 71 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 4 16 8 3 VALUE 13 4 0.198697 2 5 0.763331 12 1 0.722604 4 5 0.372477 13 2 0.233727 14 2 0.514445 11 1 0.102832 2 4 0.93951 2 4 0.899254 1 2 0.364869 15 4 0.788291 10 3 0.322871 4 1 0.371629 5 3 0.992428 4 4 0.859431 13 5 0.0721982 0 2 0.324082 13 2 0.741426 10 3 0.075483 15 2 0.107256 14 4 0.253677 4 5 0.573073 4 1 0.236225 9 1 0.00702861 2 3 0.483095 14 4 0.384034 12 5 0.309795 13 4 0.734965 15 3 0.529765 7 3 0.141005 9 1 0.771723 STREAMCOST 2.46136 4.91725 2.22082 7.40429 6.34358 7.29033 1.87139 2.43386 2.27594 1.12399 2.83864 8.71499 1.61491 5.95457 5.72105 1.71352 HEUR 2 71 20 33.2864 71 21 32.2697 71 40 33.892 71 41 55.4148 71 42 34.5948 71 43 108.585 71 44 46.6808 71 45 68.8578 71 46 45.9251 71 47 45.8763 71 30 33.5744 71 31 33.7835 71 32 34.923 71 33 33.5744 # ARGUMENTS VAR RATIO 5 TREE 72 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 3 20 14 9 VALUE 8 1 0.369187 10 3 0.0204916 9 4 0.716074 15 1 0.869364 1 5 0.500679 11 3 0.699082 15 2 0.41626 4 2 0.0220769 6 3 0.634259 3 3 0.792399 12 4 0.61687 0 4 0.169727 5 5 0.168377 11 4 0.498497 6 2 0.660534 4 2 0.387288 1 4 0.0489024 11 3 0.412346 11 3 0.788373 12 2 0.275181 10 2 0.870493 3 2 0.754904 2 3 0.805511 13 1 0.811409 5 5 0.676175 13 5 0.602577 6 1 0.0790026 13 1 0.238155 11 1 0.794821 10 2 0.904783 6 4 0.732855 1 2 0.185569 3 5 0.271129 6 1 0.699219 0 1 0.835805 5 5 0.342703 9 2 0.3545 14 1 0.942854 2 2 0.178739 8 3 0.708578 14 3 0.261289 13 4 0.152445 14 4 0.572019 13 1 0.0304743 9 1 0.62409 3 4 0.0682734 STREAMCOST 7.36378 2.92967 3.66794 7.60679 3.92119 2.99181 3.47211 6.78191 6.10056 2.68023 1.70688 4.40542 5.02854 9.64345 8.41752 3.47266 HEUR 2 72 20 24.0659 72 21 24.4512 72 40 25.8156 72 41 68.3234 72 42 27.4755 72 43 119.39 72 44 28.1598 72 45 95.7673 72 46 33.4553 72 47 28.4638 72 30 25.4561 72 31 25.4769 72 32 25.5512 72 33 25.4561 # ARGUMENTS VAR RATIO 5 TREE 73 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 13 7 11 13 VALUE 8 1 0.610257 8 3 0.309323 3 1 0.24398 13 3 0.478057 12 5 0.310628 15 3 0.589998 9 3 0.241435 13 5 0.321779 2 4 0.588664 1 2 0.444257 14 2 0.919075 2 1 0.795461 15 1 0.0434274 4 1 0.37792 8 3 0.0274545 11 2 0.656521 3 5 0.26868 5 5 0.0769078 15 3 0.819886 5 4 0.670057 0 2 0.689161 0 4 0.677323 9 4 0.121442 13 2 0.250386 8 5 0.476598 10 1 0.535499 5 1 0.733196 0 4 0.134779 1 4 0.042109 3 2 0.670611 13 5 0.607879 8 1 0.110995 4 1 0.586412 14 3 0.583457 10 2 0.0511932 9 3 0.841633 15 4 0.00555575 10 4 0.787244 14 4 0.793007 0 4 0.0755982 12 5 0.161788 13 2 0.64521 8 1 0.92789 14 3 0.332232 STREAMCOST 2.76021 3.86886 7.06209 9.30316 3.85784 5.35462 8.10983 9.26078 7.69541 2.97113 2.31385 2.36233 8.11743 1.25044 4.90213 2.88506 HEUR 2 73 20 20.2234 73 21 21.862 73 40 23.7032 73 41 56.4092 73 42 24.4321 73 43 109.746 73 44 52.0318 73 45 43.0101 73 46 29.151 73 47 27.8999 73 30 23.2855 73 31 23.2861 73 32 23.2862 73 33 23.2855 # ARGUMENTS VAR RATIO 5 TREE 74 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 5 9 16 19 VALUE 13 1 0.327085 8 2 0.689105 12 5 0.713435 7 4 0.10547 11 2 0.112901 15 5 0.727482 7 2 0.0802709 4 1 0.392782 5 1 0.00675738 13 4 0.611717 1 4 0.423846 15 5 0.962196 0 4 0.525768 13 4 0.249686 12 3 0.341457 11 2 0.984995 13 5 0.00213563 7 1 0.586114 6 4 0.599951 6 1 0.0406696 0 1 0.701907 0 3 0.902829 11 3 0.152065 10 1 0.304555 7 1 0.534442 9 3 0.991754 10 1 0.442441 7 1 0.0539223 3 4 0.219929 14 4 0.669919 11 1 0.523993 13 5 0.954348 4 4 0.728365 8 2 0.909537 7 2 0.775741 13 5 0.872941 10 5 0.734395 9 4 0.181828 0 5 0.913106 8 2 0.212499 9 3 0.0574881 9 4 0.389838 1 4 0.164539 4 2 0.896012 7 4 0.933562 4 1 0.756152 3 5 0.588036 4 4 0.640911 1 5 0.296137 STREAMCOST 6.22851 7.09522 3.47123 4.04119 7.75565 7.29693 6.14013 1.4834 9.86453 1.72058 1.36248 9.43748 4.48404 9.61777 2.94176 5.89972 HEUR 2 74 20 12.242 74 21 12.5263 74 40 13.7589 74 41 49.8291 74 42 13.7827 74 43 222.989 74 44 70.3109 74 45 127.329 74 46 14.0983 74 47 12.9149 74 30 13.6948 74 31 13.7061 74 32 13.7061 74 33 13.6948 # ARGUMENTS VAR RATIO 5 TREE 75 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 12 15 2 16 VALUE 14 2 0.929658 5 4 0.533186 8 3 0.187849 14 4 0.199887 5 1 0.933582 8 4 0.613083 10 3 0.931574 11 4 0.611901 3 3 0.255834 5 2 0.392954 1 4 0.184 7 4 0.122767 15 2 0.14317 9 2 0.182934 4 3 0.747058 2 5 0.500945 12 3 0.695143 15 5 0.406455 1 5 0.210065 10 4 0.395983 12 5 0.638342 5 1 0.734674 4 5 0.0851882 13 5 0.61592 15 3 0.728413 11 1 0.610976 12 2 0.891807 4 2 0.808879 14 3 0.407572 7 3 0.342907 3 3 0.98566 0 2 0.75362 2 4 0.011495 8 5 0.334921 8 3 0.468129 7 4 0.278448 4 4 0.108364 11 5 0.526183 15 1 0.601796 9 4 0.647174 7 1 0.732043 9 5 0.969298 8 1 0.803713 2 3 0.812291 12 4 0.595177 STREAMCOST 1.38284 5.2549 7.71075 5.38212 2.68098 5.27325 6.45555 4.83431 2.80836 8.10841 3.3021 2.05355 6.95436 2.20199 3.94351 4.06455 HEUR 2 75 20 28.1239 75 21 36.0115 75 40 40.2746 75 41 73.8376 75 42 45.5362 75 43 165.146 75 44 79.1791 75 45 71.878 75 46 40.8003 75 47 35.7999 75 30 28.836 75 31 35.9067 75 32 35.9067 75 33 28.836 # ARGUMENTS VAR RATIO 5 TREE 76 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 7 11 17 1 VALUE 5 4 0.193714 5 1 0.856686 15 3 0.865047 11 5 0.458091 1 1 0.760739 2 5 0.0307982 2 1 0.656306 4 2 0.0568328 13 4 0.918751 10 1 0.734757 13 1 0.442838 8 5 0.898071 11 5 0.562579 11 4 0.214158 7 5 0.902248 11 4 0.0542329 13 2 0.815695 13 5 0.591824 7 2 0.283658 14 5 0.906991 1 1 0.0780188 10 4 0.961345 8 4 0.968449 15 5 0.170658 14 4 0.898872 14 1 0.55761 8 1 0.0378252 3 4 0.294065 9 1 0.792808 8 3 0.177161 4 2 0.198821 10 2 0.951217 11 2 0.527036 8 1 0.772008 2 3 0.281945 15 2 0.121513 STREAMCOST 8.85574 8.7129 9.11531 9.76367 9.39201 4.38061 1.90429 7.15608 6.83527 8.79557 7.23702 7.55607 7.54077 4.5954 1.40999 4.68248 HEUR 2 76 20 44.6446 76 21 45.3183 76 40 47.8597 76 41 94.6999 76 42 57.9307 76 43 187.423 76 44 93.9359 76 45 76.9712 76 46 82.5435 76 47 78.5875 76 30 44.6851 76 31 45.3552 76 32 49.5881 76 33 44.6851 # ARGUMENTS VAR RATIO 5 TREE 77 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 19 1 13 8 VALUE 12 1 0.139315 12 1 0.341151 12 5 0.326151 12 3 0.692414 3 3 0.545423 13 3 0.424082 11 1 0.83668 12 3 0.92346 4 4 0.281018 15 4 0.0609803 6 4 0.057316 5 4 0.860189 7 5 0.175775 15 1 0.663448 4 3 0.0667991 9 4 0.922193 1 1 0.431908 5 2 0.932598 2 5 0.54671 10 3 0.345204 0 1 0.822893 8 2 0.0087304 2 1 0.64437 7 1 0.263553 5 3 0.385704 10 3 0.939304 15 2 0.729394 11 2 0.131155 14 2 0.783274 5 2 0.549147 4 1 0.129451 6 3 0.260351 15 5 0.367043 8 3 0.0247588 14 2 0.947294 13 2 0.248328 11 4 0.0499764 8 1 0.229737 8 5 0.589072 7 2 0.540421 2 2 0.257638 STREAMCOST 8.40816 8.71701 1.21311 7.15576 1.09476 9.98769 2.4345 3.8751 6.71197 5.08067 1.30615 8.8086 5.17023 6.7467 4.5069 3.98703 HEUR 2 77 20 9.78363 77 21 11.2498 77 40 11.9966 77 41 22.3702 77 42 15.1718 77 43 144.83 77 44 35.6257 77 45 29.6852 77 46 18.6577 77 47 14.2571 77 30 9.80605 77 31 11.2498 77 32 12.9099 77 33 9.80605 # ARGUMENTS VAR RATIO 5 TREE 78 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 1 18 14 12 VALUE 12 3 0.800109 5 5 0.760621 7 5 0.831235 9 2 0.751553 0 3 0.487432 6 4 0.951832 14 4 0.738734 10 2 0.476287 8 5 0.664084 14 2 0.450284 13 5 0.883069 10 3 0.205147 3 4 0.933401 7 2 0.90475 2 1 0.321827 13 2 0.877715 14 5 0.0109209 14 2 0.648959 12 3 0.570484 14 4 0.43932 15 4 0.411386 9 1 0.056091 1 3 0.113929 4 5 0.757836 10 1 0.0822902 11 1 0.300945 4 5 0.3686 10 2 0.846101 13 4 0.761663 2 2 0.178158 1 5 0.779854 9 4 0.458886 9 3 0.739643 5 3 0.172787 14 4 0.269805 2 3 0.28754 2 3 0.409035 8 5 0.266307 8 4 0.707477 10 4 0.71145 8 5 0.600547 11 1 0.751843 7 5 0.829935 6 2 0.290121 11 3 0.3022 STREAMCOST 9.01545 3.95627 4.80403 9.2132 6.60232 9.45998 1.31901 5.40547 4.76829 1.9179 8.65616 9.03769 5.69312 5.78119 9.50459 6.70271 HEUR 2 78 20 20.1959 78 21 36.9394 78 40 38.2656 78 41 48.775 78 42 39.1167 78 43 148.536 78 44 100.079 78 45 45.2594 78 46 49.8348 78 47 44.682 78 30 21.0493 78 31 36.9394 78 32 36.9394 78 33 21.0493 # ARGUMENTS VAR RATIO 5 TREE 79 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 11 8 10 10 VALUE 8 5 0.149178 6 5 0.874212 5 1 0.779174 9 5 0.0610898 0 1 0.22758 1 4 0.998237 13 2 0.793325 14 3 0.456245 8 5 0.514931 0 2 0.888374 3 2 0.341006 10 2 0.8324 3 5 0.407668 9 3 0.298726 0 1 0.963144 13 5 0.66407 12 1 0.752144 9 5 0.657349 15 1 0.0850693 3 3 0.906904 12 5 0.310338 3 4 0.939182 3 4 0.854201 9 3 0.0740994 10 2 0.27904 6 4 0.824896 6 5 0.212803 8 1 0.0519247 7 4 0.924134 10 4 0.509204 5 5 0.00458459 4 4 0.539646 10 3 0.400046 12 1 0.210544 9 5 0.223791 10 5 0.0253136 12 2 0.732907 12 5 0.382176 9 2 0.655369 STREAMCOST 5.39294 1.53919 4.48998 8.24484 3.91098 8.06809 1.82058 9.60809 6.59904 5.26567 8.9794 7.53999 6.65071 7.11985 1.54806 7.01543 HEUR 2 79 20 37.1174 79 21 36.8081 79 40 38.3105 79 41 142.851 79 42 42.2466 79 43 214.804 79 44 83.6489 79 45 174.652 79 46 35.9586 79 47 32.5231 79 30 37.1174 79 31 37.1385 79 32 37.1413 79 33 37.1174 # ARGUMENTS VAR RATIO 5 TREE 80 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 11 14 14 11 VALUE 4 1 0.674482 12 5 0.88254 10 4 0.211653 15 2 0.640696 4 5 0.120506 4 5 0.76273 1 2 0.2846 12 3 0.64676 13 2 0.200124 13 5 0.469758 5 4 0.809641 13 1 0.916612 10 4 0.290524 8 2 0.0541835 6 4 0.486396 9 5 0.183588 11 1 0.975617 3 3 0.47525 8 1 0.445059 4 5 0.0323481 9 4 0.529323 8 1 0.682772 7 4 0.234636 8 3 0.173982 1 4 0.150861 10 5 0.141765 15 2 0.0767872 8 5 0.221768 1 4 0.714823 6 3 0.118411 2 1 0.714947 12 2 0.718685 14 5 0.426891 0 5 0.340571 0 4 0.737853 4 4 0.442641 15 2 0.622531 1 5 0.201663 4 4 0.8264 11 5 0.304129 10 3 0.575297 12 5 0.257521 14 5 0.00538354 6 3 0.11096 0 5 0.210554 5 4 0.799128 2 1 0.697372 9 2 0.985008 9 2 0.902883 3 3 0.962605 STREAMCOST 9.10087 6.60537 5.99938 8.28206 8.64485 9.78873 5.19484 7.97967 2.76153 2.44284 3.74214 4.61027 6.36705 9.04086 8.86205 3.84446 HEUR 2 80 20 41.9951 80 21 42.6152 80 40 49.8303 80 41 118.831 80 42 51.7074 80 43 233.464 80 44 99.6341 80 45 91.6962 80 46 51.7502 80 47 51.2746 80 30 48.3724 80 31 48.3746 80 32 48.3746 80 33 48.3724 # ARGUMENTS VAR RATIO 5 TREE 81 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 8 10 7 17 VALUE 14 4 0.913819 14 5 0.122817 0 1 0.24821 7 3 0.10928 1 5 0.785151 3 2 0.606396 7 1 0.768317 3 3 0.996265 3 3 0.545007 7 1 0.0957318 7 4 0.465405 13 4 0.394309 15 5 0.624822 7 3 0.937599 14 4 0.325636 10 5 0.461019 11 2 0.922267 0 5 0.813248 11 1 0.331006 15 2 0.41591 1 3 0.185404 12 1 0.0117848 9 5 0.256727 1 2 0.222116 1 1 0.714929 7 2 0.88123 8 2 0.215668 0 2 0.195446 5 4 0.157163 0 5 0.661478 4 5 0.442595 2 5 0.557804 15 5 0.339039 6 4 0.0131597 11 4 0.0220255 4 2 0.264035 13 3 0.75555 1 1 0.575943 11 1 0.0870377 14 1 0.874216 11 2 0.435085 6 1 0.256277 STREAMCOST 3.28608 8.18435 4.96242 7.73429 2.22932 2.22704 3.41186 4.01582 3.63998 1.23149 5.28168 7.81475 7.61804 9.33148 9.57136 6.91367 HEUR 2 81 20 24.929 81 21 25.5392 81 40 26.1575 81 41 79.9972 81 42 28.3852 81 43 203.842 81 44 44.3278 81 45 104.573 81 46 58.2017 81 47 42.7108 81 30 25.5308 81 31 25.5392 81 32 25.5542 81 33 25.5308 # ARGUMENTS VAR RATIO 5 TREE 82 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 6 2 13 8 VALUE 9 4 0.778042 12 3 0.655618 15 5 0.997434 0 5 0.496798 3 4 0.13405 10 4 0.562784 9 4 0.64478 14 5 0.408151 5 2 0.808519 11 4 0.354424 8 1 0.0695088 3 1 0.0556911 13 5 0.588034 9 1 0.286732 5 2 0.366343 15 1 0.179185 7 3 0.0535427 9 4 0.609701 0 4 0.384491 5 5 0.800214 14 2 0.329789 2 1 0.84898 3 1 0.164599 12 5 0.538211 15 4 0.0929058 1 2 0.937936 2 1 0.720805 8 1 0.451506 0 2 0.154023 STREAMCOST 5.62468 9.11443 9.93767 6.52967 2.12542 1.86967 7.64307 2.4985 5.78347 1.04317 7.02207 5.17845 6.13239 1.63025 7.24143 9.17318 HEUR 2 82 20 49.3249 82 21 58.1093 82 40 58.2244 82 41 114.537 82 42 68.5305 82 43 166.956 82 44 115.532 82 45 115.674 82 46 62.2631 82 47 62.2606 82 30 50.361 82 31 53.0686 82 32 58.1093 82 33 50.361 # ARGUMENTS VAR RATIO 5 TREE 83 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 6 12 14 17 VALUE 10 5 0.77713 4 5 0.0782056 5 2 0.386736 3 4 0.604043 4 1 0.294077 0 3 0.473151 0 5 0.387084 4 5 0.353193 8 1 0.127524 6 3 0.660281 13 2 0.34465 6 5 0.694759 2 2 0.0273369 2 2 0.623145 11 5 0.26922 1 3 0.509474 10 2 0.212563 0 4 0.947478 5 2 0.32489 11 2 0.408561 15 5 0.114718 2 2 0.598284 15 3 0.997118 11 1 0.382344 2 2 0.710431 5 4 0.682334 9 3 0.499879 3 5 0.00296687 11 5 0.896492 14 3 0.662782 12 4 0.622928 15 2 0.931865 13 4 0.355178 4 3 0.717895 0 4 0.307288 9 3 0.773905 6 3 0.483456 4 1 0.775744 3 5 0.897009 4 4 0.199331 12 2 0.56204 8 5 0.0111131 0 3 0.334859 8 1 0.582474 9 2 0.198427 11 1 0.620744 13 5 0.145313 12 5 0.746839 14 4 0.520404 STREAMCOST 9.38916 8.33403 5.65868 5.58466 1.74417 1.25048 3.72837 2.91835 3.97996 5.43038 6.0028 2.18481 9.94817 6.06283 8.223 9.62877 HEUR 2 83 20 14.8872 83 21 16.1006 83 40 16.1723 83 41 43.6282 83 42 15.9372 83 43 233.372 83 44 68.8008 83 45 123.446 83 46 22.8765 83 47 19.7412 83 30 15.8811 83 31 15.8811 83 32 15.9 83 33 15.8811 # ARGUMENTS VAR RATIO 5 TREE 84 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 1 12 8 10 VALUE 3 2 0.62848 5 5 0.726756 2 2 0.173589 1 2 0.929543 6 4 0.131019 2 2 0.93135 7 4 0.967004 1 2 0.760965 10 1 0.535613 3 5 0.514101 13 3 0.940533 10 1 0.396799 9 3 0.178591 14 1 0.374445 15 3 0.356274 12 5 0.5845 10 4 0.209624 8 5 0.990964 2 4 0.553223 14 2 0.236337 4 2 0.330998 11 1 0.0921273 13 2 0.161117 1 3 0.804649 5 4 0.194842 1 1 0.436234 10 3 0.994619 1 2 0.119316 9 1 0.120308 11 1 0.132988 2 2 0.433014 STREAMCOST 4.36123 4.39494 3.04536 1.54159 7.76825 6.62354 4.41836 5.39017 2.33951 4.70545 5.94349 5.06381 2.44471 5.97348 4.73688 9.41337 HEUR 2 84 20 9.88161 84 21 10.8671 84 40 21.1901 84 41 19.2655 84 42 12.0896 84 43 119.369 84 44 54.855 84 45 27.8716 84 46 30.0885 84 47 28.4034 84 30 10.9612 84 31 10.9624 84 32 24.2892 84 33 10.9612 # ARGUMENTS VAR RATIO 5 TREE 85 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 13 19 11 11 VALUE 4 1 0.653799 11 2 0.633915 8 4 0.37325 5 2 0.828435 11 5 0.648639 2 5 0.251301 3 4 0.405553 2 5 0.253949 3 1 0.213787 10 2 0.985435 7 2 0.337571 9 1 0.0147652 6 3 0.689142 2 5 0.13392 5 1 0.719189 6 3 0.182406 5 1 0.182961 10 3 0.274615 0 1 0.598592 5 4 0.441258 3 1 0.626273 8 3 0.846278 9 4 0.23958 9 2 0.627623 4 3 0.0937653 7 3 0.416742 13 5 0.419632 10 2 0.655714 15 4 0.100369 3 1 0.121185 9 5 0.978161 3 4 0.851658 9 5 0.311778 14 5 0.655202 1 2 0.864826 6 4 0.968318 11 5 0.9545 0 5 0.740125 8 2 0.681698 14 1 0.211262 13 1 0.089684 10 5 0.27306 13 3 0.609435 6 1 0.226836 5 1 0.221662 2 4 0.0818698 8 3 0.368499 14 1 0.515261 8 4 0.112478 5 3 0.67996 6 4 0.558805 15 4 0.0193448 15 2 0.924069 1 1 0.465166 STREAMCOST 2.18206 7.50783 4.68244 3.82274 9.76073 9.75621 4.08921 1.66276 8.8625 5.82969 1.54477 1.50615 5.12203 5.87707 8.48234 6.4415 HEUR 2 85 20 19.4514 85 21 19.4525 85 40 19.7817 85 41 85.1492 85 42 25.6081 85 43 191.252 85 44 68.4796 85 45 112.939 85 46 49.1169 85 47 38.2276 85 30 19.4514 85 31 19.4526 85 32 19.4532 85 33 19.4514 # ARGUMENTS VAR RATIO 5 TREE 86 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 5 20 5 19 VALUE 2 1 0.754593 11 2 0.783491 10 3 0.589218 11 3 0.991951 13 4 0.486753 3 2 0.921258 13 3 0.799829 9 4 0.646008 13 1 0.0572255 3 2 0.0542986 2 2 0.397926 11 5 0.7167 4 1 0.679618 4 5 0.913353 4 4 0.518298 8 3 0.74448 2 4 0.738248 1 4 0.987681 0 3 0.345989 4 4 0.308123 3 5 0.138433 11 3 0.00737746 4 3 0.997285 10 5 0.451964 12 5 0.210785 7 3 0.97427 11 1 0.948781 3 3 0.319478 13 1 0.305873 3 2 0.92807 7 2 0.765827 10 4 0.345685 10 5 0.299581 7 5 0.993431 1 3 0.328205 15 4 0.502108 3 2 0.279475 13 4 0.706828 15 5 0.110916 7 1 0.610391 13 1 0.0671235 9 4 0.54197 5 5 0.410302 3 5 0.190513 12 3 0.504544 2 5 0.927561 3 3 0.896759 13 1 0.65211 3 5 0.284465 STREAMCOST 2.26237 7.93016 8.34539 3.7742 4.97252 3.45149 8.90848 4.84068 8.41435 2.18876 9.33058 4.90098 1.21894 2.19867 5.19534 1.63633 HEUR 2 86 20 28.8586 86 21 29.2072 86 40 30.9741 86 41 67.9975 86 42 34.2634 86 43 197.771 86 44 44.9361 86 45 86.3844 86 46 34.3525 86 47 33.0922 86 30 29.0356 86 31 29.2072 86 32 29.2072 86 33 30.0463 # ARGUMENTS VAR RATIO 5 TREE 87 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 14 19 20 6 VALUE 15 3 0.0978322 9 2 0.623701 13 5 0.547453 0 4 0.731705 14 3 0.617039 4 4 0.200488 5 3 0.182911 2 2 0.24154 6 2 0.761911 9 2 0.738511 4 2 0.976077 3 1 0.611222 6 4 0.35125 3 1 0.352241 3 4 0.940858 2 1 0.303193 2 4 0.985488 3 2 0.48428 5 3 0.65391 0 1 0.232142 3 5 0.952482 14 4 0.56541 3 1 0.637893 6 1 0.391074 6 5 0.947083 4 4 0.903079 7 3 0.358378 8 2 0.711788 2 4 0.648851 15 4 0.0464393 12 2 0.933886 1 4 0.537586 11 1 0.207152 6 1 0.502542 14 3 0.847186 15 5 0.475579 12 2 0.470577 4 3 0.685138 3 5 0.305946 3 2 0.3617 2 4 0.264727 7 1 0.339215 7 3 0.432898 12 3 0.0970948 9 5 0.486442 2 1 0.691058 10 3 0.353465 14 3 0.734652 4 3 0.604985 0 1 0.405277 15 2 0.0992602 2 3 0.989895 7 4 0.00905449 6 3 0.476811 0 2 0.823252 15 3 0.589885 13 3 0.836866 12 5 0.807971 8 2 0.903683 STREAMCOST 9.57352 5.73273 2.19485 1.47893 5.79866 3.83616 9.18019 9.28844 2.71882 4.46377 9.79493 1.13103 9.62574 1.3158 1.54876 1.34071 HEUR 2 87 20 35.5452 87 21 38.6858 87 40 37.2599 87 41 51.7768 87 42 42.5198 87 43 177.606 87 44 91.4209 87 45 74.9687 87 46 38.764 87 47 36.3967 87 30 36.8938 87 31 37.4138 87 32 37.4138 87 33 36.8938 # ARGUMENTS VAR RATIO 5 TREE 88 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 13 13 11 19 VALUE 8 4 0.896285 11 4 0.231405 11 1 0.717338 13 2 0.968366 2 1 0.456841 9 5 0.187389 0 2 0.0899222 10 5 0.29648 7 1 0.876836 15 2 0.0117741 6 1 0.581446 9 1 0.0715586 12 4 0.312566 11 4 0.172187 0 2 0.166396 4 3 0.358258 3 5 0.966307 10 5 0.400834 13 3 0.0321628 9 4 0.648167 14 5 0.703933 5 2 0.686971 6 2 0.978644 0 2 0.168204 9 5 0.535846 6 3 0.544834 3 4 0.920553 10 4 0.0407949 3 4 0.0392846 11 3 0.318368 1 2 0.818068 14 4 0.115167 14 4 0.0899111 9 1 0.176028 3 2 0.383707 2 4 0.0244276 4 1 0.255399 14 2 0.992944 1 4 0.182276 0 5 0.0219814 0 1 0.165964 6 1 0.854637 11 1 0.99665 8 1 0.0262199 11 3 0.337413 15 1 0.529542 15 3 0.975934 14 4 0.921176 6 3 0.418012 0 4 0.358356 0 5 0.134681 13 4 0.919268 14 1 0.950423 12 3 0.847604 3 2 0.540922 11 1 0.341386 STREAMCOST 2.32749 2.14452 7.53846 8.8222 2.88791 6.70403 1.19881 7.61023 6.63372 2.2134 9.55839 2.10181 9.0424 5.8798 4.32337 5.62564 HEUR 2 88 20 8.8208 88 21 8.90687 88 40 8.97061 88 41 39.9324 88 42 12.1148 88 43 190.03 88 44 71.7664 88 45 129.511 88 46 19.7192 88 47 13.5419 88 30 8.90724 88 31 8.90724 88 32 8.90724 88 33 8.90724 # ARGUMENTS VAR RATIO 5 TREE 89 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 10 8 6 14 VALUE 4 2 0.0969217 10 3 0.247921 0 2 0.152595 14 3 0.273174 1 5 0.416964 4 5 0.368389 5 5 0.114604 6 4 0.12694 1 5 0.4057 3 4 0.778772 2 3 0.830433 7 1 0.372587 9 5 0.0630985 6 3 0.898782 14 4 0.806031 3 1 0.237402 5 1 0.534736 6 5 0.832065 8 3 0.347448 9 2 0.245387 2 1 0.104029 13 1 0.0986451 0 4 0.239917 13 3 0.598835 3 4 0.992704 10 2 0.941036 6 3 0.940623 0 1 0.560986 9 2 0.318181 5 3 0.957728 9 5 0.790109 0 3 0.759409 4 3 0.0656156 13 2 0.119 8 5 0.533513 1 4 0.761374 0 2 0.259829 14 5 0.120273 STREAMCOST 1.86471 5.12064 6.81801 6.57279 1.5352 7.67203 6.82591 9.6984 8.74065 3.2474 6.15608 3.02274 9.30239 1.43632 4.21037 2.68436 HEUR 2 89 20 17.912 89 21 17.9211 89 40 18.0837 89 41 56.6854 89 42 18.9423 89 43 189.438 89 44 28.106 89 45 131.362 89 46 28.3206 89 47 26.2017 89 30 17.912 89 31 17.9211 89 32 17.9215 89 33 17.912 # ARGUMENTS VAR RATIO 5 TREE 90 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 4 17 4 4 VALUE 15 2 0.904498 6 1 0.645357 4 4 0.334051 6 4 0.403833 4 4 0.635206 2 3 0.57553 9 2 0.367772 2 2 0.422786 3 5 0.55252 4 5 0.366701 8 2 0.68756 8 4 0.979511 10 1 0.385004 13 1 0.0402207 12 5 0.811474 8 1 0.0248215 9 3 0.968262 2 5 0.639278 13 4 0.689881 2 4 0.220523 9 5 0.681593 5 5 0.946958 7 2 0.547737 12 5 0.995074 4 4 0.48436 4 5 0.489215 9 1 0.635172 10 3 0.013416 12 5 0.304222 STREAMCOST 2.83272 7.83726 9.48538 4.59913 6.6589 7.78201 6.92841 6.42146 3.75357 4.97277 1.92918 6.36103 4.19698 9.25626 7.68236 9.1221 HEUR 2 90 20 65.7926 90 21 73.3753 90 40 70.1178 90 41 119.796 90 42 89.1378 90 43 208.651 90 44 68.1198 90 45 140.652 90 46 75.3137 90 47 68.4624 90 30 67.881 90 31 73.3753 90 32 73.3753 90 33 67.881 # ARGUMENTS VAR RATIO 5 TREE 91 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 5 20 7 10 VALUE 4 3 0.0933337 14 2 0.458377 11 3 0.652363 5 3 0.749855 15 2 0.627402 6 5 0.196607 1 3 0.342609 1 2 0.33752 11 3 0.917318 8 1 0.518642 1 4 0.582168 9 4 0.039018 0 1 0.421927 2 2 0.649603 1 4 0.770298 13 1 0.740476 7 3 0.651749 11 1 0.0692565 1 2 0.74693 14 1 0.247061 8 3 0.676276 15 3 0.659566 8 2 0.465762 3 2 0.811076 14 5 0.107674 12 3 0.384509 11 2 0.384992 2 4 0.110213 12 2 0.287916 5 4 0.965376 2 5 0.671959 8 2 0.970498 8 3 0.25377 9 3 0.337457 2 1 0.615819 7 3 0.236432 15 2 0.357917 5 5 0.218225 13 4 0.874845 14 2 0.995632 13 5 0.674145 14 1 0.768024 STREAMCOST 8.56295 1.79478 9.20876 9.40248 5.41972 3.39719 5.86598 4.16246 6.66956 9.56642 3.08212 4.37255 2.64421 8.95659 5.22512 2.71901 HEUR 2 91 20 35.7448 91 21 36.1448 91 40 35.9998 91 41 75.3864 91 42 40.1227 91 43 173.854 91 44 114.828 91 45 93.5375 91 46 52.0006 91 47 47.9109 91 30 35.9559 91 31 36.1448 91 32 36.1721 91 33 35.9559 # ARGUMENTS VAR RATIO 5 TREE 92 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 18 19 16 5 VALUE 6 5 0.47887 0 1 0.0927449 13 2 0.353322 14 3 0.020795 7 4 0.938581 4 4 0.446177 13 3 0.291518 11 5 0.739001 7 2 0.28928 8 3 0.325136 12 3 0.855836 8 4 0.498465 12 1 0.870132 3 1 0.970679 7 5 0.7734 7 5 0.999631 5 1 0.11905 13 2 0.695444 2 3 0.00779021 2 5 0.635982 12 3 0.107666 13 4 0.408792 8 3 0.524914 1 4 0.054292 11 1 0.0681081 3 3 0.161735 7 2 0.823555 13 2 0.924491 6 4 0.066938 10 2 0.0278188 13 3 0.485903 4 2 0.243806 2 3 0.0865468 11 4 0.31354 11 4 0.544534 15 1 0.385644 11 4 0.0294686 5 2 0.364629 13 1 0.815632 3 2 0.494154 12 5 0.826031 6 3 0.340216 12 3 0.445884 15 3 0.967928 7 4 0.184608 3 1 0.472538 15 1 0.942923 15 1 0.411567 15 1 0.536352 5 1 0.878239 4 1 0.575086 11 3 0.447552 14 1 0.231719 8 5 0.858359 9 3 0.886437 7 3 0.633976 11 2 0.945894 2 2 0.103063 STREAMCOST 6.82581 6.22177 2.66921 4.75203 4.46351 6.87639 1.21683 5.28496 5.9993 3.75532 8.15744 9.73134 5.306 1.73321 1.28738 6.48314 HEUR 2 92 20 18.1872 92 21 20.3378 92 40 20.1996 92 41 83.3353 92 42 21.7006 92 43 177.193 92 44 37.317 92 45 100.425 92 46 22.0083 92 47 20.6869 92 30 19.8717 92 31 20.3378 92 32 20.3379 92 33 19.8717 # ARGUMENTS VAR RATIO 5 TREE 93 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 13 12 14 18 VALUE 4 2 0.962003 1 3 0.134249 10 3 0.999377 1 4 0.437357 8 4 0.745505 2 2 0.411255 6 5 0.84502 13 3 0.503697 7 4 0.693179 2 1 0.07367 1 1 0.622292 1 4 0.0586552 13 3 0.0526458 13 3 0.316538 6 3 0.802514 0 4 0.173439 12 4 0.0925353 13 5 0.985412 13 2 0.271675 1 3 0.0764806 7 2 0.654865 2 2 0.468788 6 1 0.278609 11 2 0.812037 8 1 0.860405 14 5 0.902304 7 1 0.465712 10 5 0.925675 2 1 0.176463 14 3 0.116601 15 5 0.57881 13 1 0.328503 0 5 0.422065 7 4 0.612806 12 5 0.642856 10 1 0.907089 7 4 0.205365 0 4 0.920338 3 1 0.0303859 12 1 0.17917 4 3 0.212763 14 3 0.283178 9 4 0.218527 3 5 0.421453 2 2 0.772101 15 1 0.300793 12 2 0.787742 4 3 0.551326 4 5 0.305007 9 3 0.77128 6 1 0.0213136 2 1 0.854696 0 1 0.918598 0 5 0.446507 0 5 0.973277 6 4 0.00115605 10 2 0.423581 STREAMCOST 8.61486 1.94907 1.87519 6.24289 1.81652 2.61897 5.91462 9.94538 5.25778 7.72142 1.31266 3.36786 8.19386 5.10696 4.3588 6.19522 HEUR 2 93 20 13.7497 93 21 12.139 93 40 14.5703 93 41 34.9584 93 42 12.592 93 43 240.147 93 44 54.3604 93 45 86.1006 93 46 17.2119 93 47 13.8376 93 30 14.6102 93 31 14.6103 93 32 14.6103 93 33 14.6102 # ARGUMENTS VAR RATIO 5 TREE 94 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 15 16 13 12 VALUE 11 3 0.423433 6 3 0.222822 6 1 0.511907 5 1 0.76383 15 3 0.494813 13 5 0.880275 4 4 0.773423 6 2 0.401972 4 2 0.773063 1 2 0.416737 15 1 0.0281041 14 3 0.229091 11 5 0.29909 3 1 0.992406 10 5 0.516655 7 1 0.805959 2 1 0.637232 13 5 0.556977 6 2 0.730576 9 2 0.373046 0 2 0.143544 5 3 0.161518 3 5 0.269876 7 1 0.246193 3 1 0.876629 15 2 0.685299 14 1 0.90812 9 2 0.573291 7 2 0.687013 4 3 0.219783 14 3 0.622321 5 5 0.94398 15 5 0.631268 8 4 0.227164 3 4 0.468526 12 3 0.840196 6 5 0.632463 7 3 0.0604339 0 5 0.017089 2 4 0.189853 11 4 0.631768 0 4 0.0476758 9 2 0.485914 12 2 0.685211 7 3 0.639834 14 3 0.227072 6 5 0.30406 8 1 0.921354 14 4 0.158033 12 4 0.748053 5 3 0.559362 12 4 0.709839 13 5 0.717952 4 2 0.939667 7 4 0.0461999 7 2 0.705388 STREAMCOST 2.25057 9.78127 3.89267 6.76941 1.28375 5.92103 2.83598 8.05988 4.7627 7.32317 7.64449 5.15221 7.64447 9.70817 7.69944 4.39603 HEUR 2 94 20 31.3519 94 21 38.4246 94 40 38.9322 94 41 104.272 94 42 46.0213 94 43 194.95 94 44 52.4635 94 45 160.437 94 46 40.2305 94 47 35.431 94 30 39.7612 94 31 39.7618 94 32 39.7618 94 33 39.7612 # ARGUMENTS VAR RATIO 5 TREE 95 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 5 6 4 13 VALUE 14 2 0.718926 4 3 0.786283 13 4 0.724238 7 3 0.649055 12 3 0.97474 7 3 0.248183 15 4 0.494263 5 3 0.521284 5 4 0.96975 14 2 0.722108 6 5 0.829491 14 2 0.998026 3 5 0.531972 4 2 0.64058 0 5 0.303053 11 4 0.631738 4 1 0.21367 4 3 0.685437 15 2 0.349573 15 5 0.824037 5 4 0.354496 10 3 0.203729 0 5 0.584677 6 1 0.815037 2 5 0.313152 5 5 0.933547 4 4 0.237869 5 3 0.0392335 STREAMCOST 6.72248 2.0895 8.66793 2.86777 4.50352 4.26626 8.21978 3.22319 3.81856 9.2953 1.96087 6.20652 6.35157 7.35454 1.40421 6.99748 HEUR 2 95 20 59.3814 95 21 61.2191 95 40 67.8514 95 41 83.7512 95 42 66.4228 95 43 185.257 95 44 95.8319 95 45 89.2802 95 46 89.2599 95 47 86.4039 95 30 59.513 95 31 64.4188 95 32 64.4188 95 33 59.513 # ARGUMENTS VAR RATIO 5 TREE 96 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 5 10 19 18 VALUE 13 1 0.90388 11 4 0.586266 1 3 0.0924008 7 3 0.248604 9 4 0.038957 4 2 0.929577 4 5 0.510563 10 2 0.322029 4 3 0.143172 4 1 0.886081 6 1 0.746842 12 5 0.617815 10 5 0.96629 4 4 0.661387 11 4 0.832003 0 1 0.89994 8 1 0.920828 11 1 0.126965 15 4 0.469592 1 3 0.139751 4 2 0.436162 0 5 0.252082 10 1 0.823007 6 2 0.886676 7 1 0.174852 6 1 0.854225 10 2 0.326387 15 2 0.388845 11 2 0.695833 1 5 0.688506 5 3 0.889334 6 3 0.467214 14 1 0.76844 11 2 0.0295083 13 4 0.857109 14 5 0.845343 4 2 0.27692 7 2 0.831122 3 2 0.305114 10 4 0.991301 10 5 0.244268 8 1 0.523021 15 5 0.368073 0 1 0.0999741 4 4 0.843728 7 3 0.563938 11 4 0.142802 7 4 0.559172 13 1 0.309415 10 1 0.29104 0 5 0.355053 6 5 0.502493 STREAMCOST 2.00126 1.24565 7.77366 8.02535 7.02662 4.27873 5.94801 5.71967 3.18898 2.77105 3.34713 3.63495 9.538 3.65264 1.64147 9.54256 HEUR 2 96 20 19.6556 96 21 24.5908 96 40 25.4594 96 41 69.87 96 42 36.4673 96 43 148.911 96 44 45.5073 96 45 90.4146 96 46 53.4396 96 47 42.7575 96 30 24.9681 96 31 24.996 96 32 24.996 96 33 24.9681 # ARGUMENTS VAR RATIO 5 TREE 97 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 17 17 20 14 VALUE 7 1 0.284581 7 4 0.238581 4 1 0.976335 8 5 0.0643307 3 1 0.345144 11 2 0.120911 4 3 0.34365 7 5 0.573264 2 4 0.194813 0 1 0.0346397 1 3 0.415151 3 2 0.172397 2 4 0.765395 4 4 0.105441 9 2 0.666782 12 4 0.0237866 6 3 0.174736 2 1 0.427361 5 1 0.637402 2 5 0.342504 4 4 0.0850522 7 5 0.245918 0 2 0.936545 14 2 0.426619 13 1 0.126906 2 3 0.470966 13 2 0.186246 1 4 0.900964 7 5 0.16758 1 5 0.163804 4 1 0.757582 12 5 0.444821 4 3 0.856112 5 1 0.883254 7 1 0.912281 15 5 0.243408 15 2 0.525174 4 4 0.148394 4 3 0.323224 2 3 0.647597 1 1 0.050213 7 2 0.66703 3 2 0.0887829 4 5 0.629167 7 3 0.810315 3 1 0.18682 7 1 0.379443 0 4 0.788202 3 1 0.112298 4 2 0.406877 8 5 0.214792 6 5 0.846452 9 2 0.904661 7 1 0.0587231 2 4 0.753673 1 1 0.964878 8 5 0.912895 4 3 0.813526 3 5 0.240756 1 2 0.0089293 11 5 0.52924 3 1 0.666993 11 4 0.194347 2 5 0.935476 10 2 0.379955 14 2 0.203217 15 3 0.628999 7 2 0.740139 STREAMCOST 3.86797 1.158 7.61413 7.56019 9.48653 5.44516 7.2179 9.35395 1.23646 1.38762 8.83127 6.30177 3.42302 3.58678 4.7407 2.33292 HEUR 2 97 20 8.53873 97 21 8.53873 97 40 11.0144 97 41 77.9496 97 42 13.0459 97 43 179.573 97 44 55.2487 97 45 112.089 97 46 10.6191 97 47 9.83165 97 30 10.9673 97 31 10.9673 97 32 10.9673 97 33 10.9673 # ARGUMENTS VAR RATIO 5 TREE 98 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 15 7 12 1 VALUE 4 1 0.780583 12 3 0.405972 1 1 0.38856 5 2 0.71777 5 2 0.0825508 13 2 0.994422 6 3 0.933265 9 2 0.477426 13 2 0.989218 11 3 0.675851 11 5 0.959929 13 3 0.122054 10 5 0.297152 10 5 0.190075 11 3 0.0317868 15 1 0.475443 4 5 0.886914 2 5 0.734392 10 1 0.817201 9 3 0.131702 8 4 0.602942 13 1 0.300847 15 5 0.167083 14 3 0.0756972 8 2 0.800485 7 5 0.181243 11 3 0.425993 8 1 0.226997 1 2 0.0176848 4 3 0.99897 2 2 0.203005 5 1 0.988107 13 5 0.60786 15 3 0.745419 5 4 0.728359 STREAMCOST 7.39137 1.30364 7.37953 3.51286 5.9155 2.71792 4.30953 1.84875 6.75268 4.23837 5.70272 3.29675 3.51833 1.33431 9.17502 2.85281 HEUR 2 98 20 13.0154 98 21 19.7151 98 40 19.1026 98 41 38.8885 98 42 18.6665 98 43 127.713 98 44 37.5911 98 45 77.3515 98 46 17.0029 98 47 16.9878 98 30 13.2853 98 31 19.7151 98 32 19.7151 98 33 13.2853 # ARGUMENTS VAR RATIO 5 TREE 99 NBSTREAMS 16 NBAND 4 NBMAXLEAVES 20 NBLEAF 14 15 10 17 VALUE 13 4 0.0314464 11 5 0.193313 9 5 0.297623 9 1 0.513766 15 5 0.00682574 6 4 0.273894 11 4 0.377439 7 3 0.336772 14 4 0.395454 5 5 0.331677 8 4 0.0936131 11 5 0.326904 3 3 0.554346 11 2 0.708607 13 2 0.828043 14 2 0.409755 10 3 0.0951816 0 3 0.618621 1 2 0.144011 1 2 0.541144 7 1 0.0776138 12 2 0.336751 0 1 0.898644 1 3 0.0989021 2 4 0.928878 6 3 0.31209 0 1 0.524877 15 4 0.383981 12 4 0.834919 5 2 0.950626 15 5 0.466238 2 2 0.802783 8 1 0.377334 9 2 0.995498 14 4 0.939177 14 5 0.210008 6 2 0.716113 6 5 0.17442 1 3 0.409959 4 4 0.278545 15 5 0.705288 2 4 0.785059 3 4 0.293065 9 1 0.59362 4 1 0.718506 13 5 0.927047 0 4 0.312594 14 1 0.716299 13 4 0.693758 0 5 0.146441 14 1 0.153118 1 3 0.572696 8 1 0.516253 6 4 0.810782 13 4 0.235267 6 1 0.227708 STREAMCOST 6.52492 5.30961 3.19291 5.85826 8.44252 3.12607 5.18976 6.07353 7.21927 3.63077 4.19323 5.19339 1.9312 8.29728 3.68991 8.42914 HEUR 2 99 20 33.5912 99 21 34.8182 99 40 40.2891 99 41 80.5391 99 42 52.3906 99 43 188.58 99 44 112.515 99 45 140.917 99 46 45.6013 99 47 43.9189 99 30 38.8816 99 31 38.9034 99 32 38.9034 99 33 38.8816