# ARGUMENTS VAR RATIO 10 TREE 0 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 9 9 11 13 10 13 9 VALUE 9 3 0.623564 7 2 0.437587 3 5 0.056713 10 2 0.383442 5 4 0.812169 5 3 0.568045 4 5 0.836079 0 2 0.0871293 7 1 0.368242 9 5 0.778157 1 5 0.870087 10 3 0.799159 8 3 0.520477 8 4 0.118274 7 4 0.58202 1 3 0.944669 8 3 0.105908 4 3 0.264556 2 4 0.736918 5 2 0.568434 1 1 0.324141 6 1 0.612096 2 4 0.386489 10 5 0.68182 4 2 0.613063 4 5 0.697631 1 1 0.969809 7 4 0.670638 1 2 0.358152 1 4 0.315428 6 2 0.325047 6 1 0.438602 6 5 0.958949 1 4 0.208877 6 1 0.9953 7 3 0.253292 4 3 0.474698 2 4 0.15897 3 1 0.674752 7 2 0.138183 8 1 0.949571 4 4 0.820993 0 1 0.622846 9 4 0.0960984 10 5 0.878193 5 3 0.976761 0 4 0.451159 8 1 0.0391878 4 2 0.979587 1 2 0.29614 5 1 0.688661 3 5 0.414263 10 1 0.216822 7 3 0.566601 9 2 0.508969 5 5 0.0939405 10 3 0.0831125 10 2 0.318569 0 4 0.842342 1 4 0.716327 9 2 0.26473 2 2 0.586513 6 1 0.16494 9 2 0.00469548 1 4 0.569618 2 4 0.735194 3 5 0.433288 2 4 0.576157 4 3 0.896038 6 4 0.223082 9 5 0.680056 4 3 0.846409 10 4 0.116202 3 4 0.813798 STREAMCOST 4.70638 4.56855 7.07895 8.92993 3.24817 6.23146 3.81896 8.93562 9.68875 7.23278 6.29619 HEUR 2 0 20 64.7353 0 21 61.3574 0 40 67.974 0 41 165.022 0 42 72.9381 0 43 267.321 0 44 149.878 0 45 196.844 0 46 105.414 0 47 102.877 0 30 67.0523 0 31 67.1064 0 32 67.1681 0 33 67.0523 # ARGUMENTS VAR RATIO 10 TREE 1 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 7 15 11 14 1 2 5 VALUE 10 1 0.236089 1 2 0.18626 4 2 0.669746 4 5 0.538817 9 3 0.313274 7 3 0.204452 4 5 0.229577 0 3 0.670468 10 3 0.457205 6 3 0.140387 10 1 0.778389 8 4 0.968262 8 2 0.0928008 7 3 0.876389 9 5 0.829147 0 5 0.0390548 3 1 0.0592432 9 4 0.0983468 6 3 0.671654 10 3 0.533165 2 4 0.28963 3 1 0.686501 8 5 0.412539 0 1 0.750144 6 5 0.660636 8 2 0.280444 4 4 0.222125 1 1 0.447894 5 5 0.0961723 3 5 0.287775 1 1 0.524799 0 1 0.678836 10 2 0.910448 2 2 0.491573 6 1 0.565912 6 4 0.146729 10 3 0.260979 7 2 0.102334 5 3 0.949938 7 3 0.414179 5 1 0.765485 5 1 0.663795 1 3 0.792404 10 1 0.586555 9 5 0.540788 1 3 0.139276 9 5 0.377584 4 3 0.165354 7 5 0.361261 3 3 0.750812 7 4 0.126315 9 4 0.623672 7 4 0.353939 3 4 0.269928 3 5 0.752788 STREAMCOST 4.85282 8.93208 9.68356 1.10502 6.97097 5.48298 6.59526 1.66413 2.03271 8.08256 9.5454 HEUR 2 1 20 30.3605 1 21 33.0857 1 40 35.9506 1 41 59.9077 1 42 38.9172 1 43 181.591 1 44 100.121 1 45 122.832 1 46 35.3286 1 47 34.0414 1 30 32.8961 1 31 37.3057 1 32 42.4496 1 33 32.8961 # ARGUMENTS VAR RATIO 10 TREE 2 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 7 3 1 14 9 15 7 VALUE 5 3 0.320536 3 1 0.204649 7 4 0.119951 3 3 0.266827 6 4 0.818227 5 4 0.13458 5 3 0.586797 2 4 0.785335 2 5 0.546207 5 3 0.846561 1 1 0.969632 5 2 0.0652865 3 3 0.116193 1 1 0.12716 5 3 0.565765 2 2 0.106946 8 2 0.577308 3 1 0.467787 4 2 0.468674 7 4 0.48307 8 3 0.663062 4 4 0.793637 10 3 0.119485 1 1 0.700752 9 5 0.509526 5 2 0.88952 10 2 0.315297 6 2 0.427546 8 3 0.353675 8 3 0.535604 3 5 0.7982 5 5 0.0820949 10 2 0.822885 9 3 0.406275 2 1 0.746631 2 3 0.0671444 9 5 0.941193 10 3 0.800258 7 4 0.706542 8 3 0.169225 10 2 0.426023 5 2 0.356624 8 1 0.932629 10 4 0.441355 5 3 0.884472 3 3 0.259745 6 2 0.393933 9 5 0.736747 0 2 0.728499 0 2 0.797405 2 2 0.362027 6 5 0.0255509 3 4 0.503207 4 4 0.497074 10 3 0.826368 3 3 0.550978 STREAMCOST 6.67758 9.7562 4.0772 2.01499 4.43524 3.81933 9.66214 1.37618 6.82313 7.6456 9.62061 HEUR 2 2 20 11.0334 2 21 27.5633 2 40 59.9657 2 41 34.3863 2 42 39.9346 2 43 15.5806 2 44 103.605 2 45 39.3628 2 46 53.5577 2 47 52.1235 2 30 11.0848 2 31 20.7233 2 32 57.3713 2 33 11.0848 # ARGUMENTS VAR RATIO 10 TREE 3 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 9 2 11 13 5 2 8 VALUE 6 5 0.437062 9 1 0.125585 0 2 0.247888 0 1 0.44081 7 1 0.14537 5 3 0.649144 2 2 0.353905 7 3 0.590863 10 1 0.765826 6 5 0.259252 4 3 0.552772 3 2 0.693138 6 3 0.27492 1 3 0.544649 8 4 0.817571 3 2 0.221958 9 2 0.718422 10 1 0.975995 1 4 0.325306 9 5 0.845751 4 2 0.424702 1 3 0.653411 8 3 0.713566 3 1 0.225055 3 3 0.56277 5 4 0.269236 6 2 0.203355 5 4 0.860534 7 3 0.871072 3 5 0.277978 4 3 0.0752001 2 4 0.201379 0 3 0.841041 0 4 0.483586 4 2 0.36234 7 3 0.746746 5 4 0.808362 7 2 0.3736 9 4 0.489291 3 3 0.572794 9 2 0.521604 4 1 0.0615289 3 2 0.807023 10 2 0.230584 0 4 0.482446 7 1 0.723939 5 3 0.91803 6 2 0.0669694 10 1 0.277323 2 1 0.151861 STREAMCOST 9.91271 1.90094 7.23386 2.16364 7.76926 5.9795 2.04595 2.69033 1.77401 9.56891 6.99062 HEUR 2 3 20 38.5527 3 21 42.1445 3 40 43.3142 3 41 86.7506 3 42 45.2164 3 43 164.574 3 44 69.7651 3 45 88.1157 3 46 49.2422 3 47 43.3574 3 30 41.5814 3 31 44.3042 3 32 44.3042 3 33 41.5814 # ARGUMENTS VAR RATIO 10 TREE 4 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 15 14 9 3 15 13 11 VALUE 6 4 0.597556 2 1 0.976274 2 1 0.69842 2 5 0.434792 6 4 0.00515915 2 3 0.862993 3 5 0.604132 1 2 0.597334 8 1 0.612525 4 2 0.0441601 7 5 0.811062 4 1 0.948977 0 4 0.945004 9 3 0.173165 4 1 0.0657095 6 1 0.167972 9 4 0.843528 4 5 0.527909 9 5 0.835257 5 2 0.108193 0 1 0.228763 5 2 0.524404 1 4 0.316116 4 2 0.649805 4 2 0.632664 6 2 0.767405 1 1 0.576997 4 2 0.502533 5 4 0.358766 2 1 0.554741 2 4 0.0474055 9 5 0.362854 2 4 0.810905 2 1 0.497794 0 1 0.685588 10 5 0.431822 3 5 0.876272 4 4 0.904668 3 3 0.904576 3 2 0.572139 9 5 0.733441 9 4 0.595688 7 1 0.0799792 6 1 0.245454 1 4 0.21743 9 5 0.514734 1 4 0.0642514 0 5 0.540075 1 1 0.591874 6 5 0.36365 4 4 0.0216187 0 3 0.109818 3 4 0.833149 5 5 0.571641 1 5 0.831135 5 4 0.810144 7 3 0.650441 10 5 0.666928 2 1 0.48146 4 5 0.865775 1 2 0.153028 2 5 0.472621 3 2 0.885797 6 3 0.436766 4 2 0.136926 4 1 0.419034 0 5 0.193239 10 1 0.623569 9 1 0.937135 8 3 0.678685 8 5 0.488171 3 1 0.0588801 5 4 0.145462 1 2 0.75953 8 4 0.755359 4 5 0.943798 10 1 0.0901417 10 1 0.46549 6 4 0.0104267 8 2 0.98121 STREAMCOST 1.33175 9.7595 1.75944 1.36082 6.96072 1.14374 6.25189 5.88961 7.54177 1.3049 9.13939 HEUR 2 4 20 15.0593 4 21 19.6102 4 40 19.7977 4 41 45.1139 4 42 20.0219 4 43 204.791 4 44 73.9221 4 45 102.866 4 46 27.7542 4 47 24.8814 4 30 15.8707 4 31 20.2111 4 32 20.2153 4 33 15.8707 # ARGUMENTS VAR RATIO 10 TREE 5 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 4 1 14 13 4 6 14 VALUE 10 3 0.089821 6 2 0.765908 3 3 0.486638 3 5 0.187721 8 1 0.649459 8 5 0.441309 2 1 0.764373 9 1 0.274086 2 3 0.119095 3 5 0.628788 5 3 0.492136 6 4 0.265819 0 2 0.093363 2 5 0.327564 9 1 0.892411 1 5 0.963931 6 5 0.0905487 2 5 0.0243066 5 2 0.684916 7 5 0.779515 6 1 0.563188 6 2 0.00164217 7 3 0.816168 7 5 0.985624 0 2 0.72056 8 4 0.870483 2 5 0.696665 0 3 0.469488 6 5 0.0645069 4 1 0.813732 3 3 0.608703 8 1 0.484931 1 1 0.93468 0 2 0.111454 5 2 0.0622116 10 2 0.631766 2 5 0.943054 6 2 0.635356 4 5 0.302002 10 1 0.912627 8 5 0.927302 1 4 0.361048 4 1 0.566351 6 2 0.796143 1 1 0.835814 2 5 0.365478 7 2 0.134241 8 1 0.352095 3 4 0.956049 5 2 0.5835 9 5 0.932595 10 1 0.111692 8 5 0.994431 3 2 0.100827 5 2 0.74213 5 2 0.961103 STREAMCOST 1.31642 4.34361 2.37397 1.11132 3.89527 8.73736 2.05757 2 4.23716 5.30505 7.27839 HEUR 2 5 20 15.3159 5 21 24.7125 5 40 23.9576 5 41 42.2675 5 42 27.8582 5 43 131.064 5 44 87.5307 5 45 50.5893 5 46 44.9702 5 47 34.7379 5 30 15.7573 5 31 21.834 5 32 37.4915 5 33 15.7573 # ARGUMENTS VAR RATIO 10 TREE 6 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 14 15 5 4 13 1 1 VALUE 4 1 0.985029 6 1 0.529817 6 3 0.530396 3 3 0.622519 9 3 0.755013 8 2 0.518036 2 3 0.155615 7 4 0.990224 10 5 0.473026 4 4 0.876268 8 5 0.458185 0 4 0.718637 1 5 0.357095 8 4 0.709132 4 3 0.575952 1 1 0.957647 2 3 0.21789 2 5 0.717276 5 5 0.545692 2 4 0.671309 8 3 0.720098 7 4 0.93735 9 2 0.821605 2 2 0.402473 8 4 0.388219 7 3 0.406108 7 5 0.365127 4 5 0.373808 8 4 0.243837 0 4 0.398373 0 4 0.856288 8 3 0.283859 5 1 0.151656 5 5 0.334806 6 4 0.249227 2 2 0.331104 6 5 0.555833 6 3 0.885264 5 5 0.670656 9 5 0.180825 5 4 0.4161 5 2 0.404157 10 4 0.98309 9 3 0.68323 6 1 0.463911 7 2 0.0588373 4 1 0.28515 10 1 0.405102 4 1 0.587337 7 3 0.163489 7 4 0.0881994 2 4 0.0413755 8 5 0.196662 STREAMCOST 1.59598 5.33662 5.61646 4.3868 4.07167 1.42914 6.94009 3.8465 8.59985 6.84257 6.4348 HEUR 2 6 20 72.3567 6 21 81.7814 6 40 92.7553 6 41 140.933 6 42 109.052 6 43 199.044 6 44 99.5993 6 45 148.297 6 46 101.448 6 47 98.0004 6 30 77.8994 6 31 83.8318 6 32 83.9554 6 33 77.9522 # ARGUMENTS VAR RATIO 10 TREE 7 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 2 4 12 5 7 15 11 VALUE 5 5 0.308013 5 2 0.50112 0 1 0.419372 2 1 0.499882 5 4 0.868801 8 2 0.380941 4 1 0.67433 3 4 0.909594 7 2 0.345973 4 5 0.931206 2 1 0.750763 6 2 0.950129 9 2 0.174053 6 4 0.909128 10 1 0.448826 5 2 0.75041 3 4 0.193356 5 1 0.204849 5 3 0.613703 4 5 0.477401 3 2 0.276515 9 3 0.768648 10 2 0.179577 6 1 0.276049 0 3 0.547235 3 2 0.657399 3 2 0.920994 5 3 0.719324 4 3 0.986223 9 4 0.180452 3 4 0.300339 4 3 0.426454 6 4 0.656972 5 2 0.414886 4 1 0.667261 1 3 0.709394 8 3 0.684629 7 4 0.955468 5 4 0.953991 0 1 0.308853 7 3 0.557414 2 5 0.964971 1 5 0.447904 9 4 0.472324 7 5 0.838567 1 3 0.308734 0 3 0.0955984 8 4 0.485825 4 1 0.682452 3 3 0.324426 4 2 0.785817 1 5 0.414902 2 3 0.519882 8 5 0.796391 5 3 0.110006 5 4 0.778214 STREAMCOST 5.48127 8.9856 2.77458 7.07427 8.88468 8.20431 3.41357 9.452 3.13244 1.3659 4.35334 HEUR 2 7 20 57.2482 7 21 67.6072 7 40 74.1325 7 41 93.9635 7 42 79.1395 7 43 231.274 7 44 111.973 7 45 138.202 7 46 85.9572 7 47 77.4179 7 30 65.9139 7 31 71.7966 7 32 73.8187 7 33 65.1461 # ARGUMENTS VAR RATIO 10 TREE 8 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 14 1 15 4 14 6 8 VALUE 8 2 0.422351 0 4 0.430469 8 3 0.401925 5 5 0.478392 10 3 0.146525 5 4 0.760896 4 4 0.818266 6 1 0.426092 3 2 0.482124 10 5 0.333774 0 2 0.267227 0 2 0.982871 7 1 0.300618 3 1 0.0709428 4 2 0.53099 4 5 0.896145 5 2 0.673571 10 1 0.0287321 3 2 0.274455 4 3 0.76416 7 5 0.282081 3 1 0.432476 1 2 0.665282 8 1 0.638239 5 1 0.648771 6 1 0.795575 7 1 0.0329391 5 5 0.790173 2 5 0.569936 6 2 0.0389123 1 3 0.374207 2 3 0.627056 2 2 0.843192 1 5 0.536144 7 1 0.442023 8 3 0.939651 6 5 0.499736 4 4 0.59575 5 4 0.616757 5 4 0.470893 4 1 0.0134061 0 1 0.434816 2 3 0.783233 2 5 0.529705 1 3 0.745659 7 5 0.306396 8 3 0.495573 9 1 0.58713 8 4 0.0325657 5 1 0.830062 2 4 0.32038 9 5 0.20341 5 2 0.468106 5 5 0.493605 2 4 0.624772 9 3 0.527724 6 5 0.265327 7 3 0.178757 5 4 0.399356 6 2 0.763405 10 5 0.411846 3 2 0.138385 STREAMCOST 9.32842 6.71858 4.75323 1.07478 2.25742 8.09725 1.89757 5.5187 9.27729 9.97407 3.6805 HEUR 2 8 20 25.2734 8 21 28.0772 8 40 33.0931 8 41 40.6836 8 42 32.4451 8 43 158.132 8 44 77.2011 8 45 94.9749 8 46 54.5035 8 47 42.2302 8 30 28.1671 8 31 30.8638 8 32 57.4621 8 33 28.167 # ARGUMENTS VAR RATIO 10 TREE 9 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 1 6 8 8 8 1 3 VALUE 3 1 0.013322 2 5 0.418508 1 2 0.138613 0 2 0.345499 5 1 0.315709 9 2 0.950964 8 1 0.967904 7 4 0.57276 1 5 0.136007 7 5 0.547838 6 4 0.943307 4 4 0.694439 6 5 0.639568 5 4 0.940524 4 5 0.834296 10 1 0.169636 0 3 0.0676696 10 3 0.64954 2 5 0.925223 10 5 0.185542 7 2 0.581751 9 4 0.906277 0 4 0.58026 3 1 0.463535 1 4 0.434889 5 3 0.477974 1 3 0.898923 9 5 0.187359 10 4 0.392781 7 2 0.9252 3 1 0.986894 7 1 0.638054 1 3 0.279728 0 3 0.0385709 7 1 0.239608 STREAMCOST 8.15093 2.59714 2.46345 2.15521 2.24865 1.63077 4.17625 6.72016 5.36049 8.83107 7.27963 HEUR 2 9 20 20.1424 9 21 24.4328 9 40 37.3409 9 41 51.2558 9 42 31.0579 9 43 137.244 9 44 99.9179 9 45 71.9933 9 46 71.5926 9 47 45.8569 9 30 20.6872 9 31 24.6673 9 32 45.9109 9 33 20.7773 # ARGUMENTS VAR RATIO 10 TREE 10 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 12 5 1 8 10 7 12 VALUE 9 3 0.583322 2 1 0.198063 7 4 0.265566 1 2 0.0883398 1 4 0.683818 10 5 0.00394827 3 3 0.890817 8 1 0.612526 0 4 0.877615 3 4 0.917774 5 4 0.131458 5 3 0.14217 8 2 0.583901 7 1 0.441833 9 3 0.105402 6 2 0.513138 0 4 0.0564442 6 4 0.805223 0 3 0.611943 9 2 0.319236 6 1 0.3355 3 3 0.113984 0 5 0.853043 0 3 0.626287 1 3 0.731735 9 1 0.198948 8 5 0.83199 3 2 0.754648 6 2 0.872392 9 5 0.325512 5 1 0.875744 4 2 0.0934604 1 5 0.842818 1 4 0.384114 6 5 0.436354 10 2 0.456305 6 5 0.149471 2 1 0.597372 4 5 0.637952 5 2 0.590201 0 1 0.548816 3 1 0.0796131 0 2 0.235039 3 4 0.77383 2 1 0.203047 4 2 0.314927 2 4 0.114649 3 3 0.0430974 2 5 0.556518 8 3 0.878097 3 3 0.705332 6 5 0.513467 1 3 0.604726 2 2 0.300871 5 1 0.0384604 STREAMCOST 3.72756 3.992 3.17868 1.00245 6.0182 6.9819 6.08956 4.39697 5.27619 7.72824 3.63518 HEUR 2 10 20 28.7008 10 21 54.2519 10 40 55.5514 10 41 80.503 10 42 57.8903 10 43 103.995 10 44 86.3427 10 45 75.4881 10 46 67.7103 10 47 64.4316 10 30 30.2891 10 31 54.7966 10 32 54.7999 10 33 30.291 # ARGUMENTS VAR RATIO 10 TREE 11 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 3 2 1 10 7 3 11 VALUE 10 3 0.105175 5 2 0.0127808 9 3 0.826181 10 1 0.850795 9 4 0.713762 1 3 0.893904 8 5 0.587666 1 4 0.632334 7 1 0.970071 1 5 0.316367 8 1 0.0251493 8 5 0.818275 4 2 0.189703 3 2 0.111661 9 1 0.155145 7 4 0.599543 5 1 0.783309 5 1 0.401676 6 5 0.442472 7 5 0.602064 0 3 0.506425 10 3 0.986673 7 2 0.485159 2 3 0.796436 4 1 0.0430035 4 1 0.0700228 5 2 0.0369427 0 1 0.290264 10 4 0.677531 9 5 0.792621 5 3 0.823536 6 1 0.361484 8 1 0.263237 4 5 0.732825 7 1 0.993902 0 2 0.770548 8 2 0.214804 STREAMCOST 7.31048 9.55997 7.61201 4.01266 9.39614 5.51595 4.60296 7.48509 4.22594 4.34725 8.2591 HEUR 2 11 20 32.5294 11 21 70.909 11 40 71.0417 11 41 78.0021 11 42 71.4709 11 43 75.1381 11 44 74.6486 11 45 55.5969 11 46 101.961 11 47 85.4114 11 30 32.6618 11 31 70.909 11 32 70.9256 11 33 32.6618 # ARGUMENTS VAR RATIO 10 TREE 12 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 3 7 12 14 4 2 9 VALUE 7 1 0.350478 10 1 0.900715 3 1 0.0825244 10 4 0.137209 4 2 0.675998 6 5 0.944225 5 5 0.912539 0 1 0.521226 1 3 0.907267 5 4 0.768134 10 1 0.456051 8 3 0.0208098 8 1 0.943178 1 2 0.309898 7 4 0.499945 5 2 0.816168 6 2 0.144299 8 1 0.702622 1 2 0.866227 3 1 0.978058 2 4 0.986561 10 1 0.767476 1 5 0.545464 4 3 0.451308 6 3 0.789426 10 5 0.177564 2 5 0.304234 4 4 0.424052 10 3 0.0205724 4 5 0.465508 6 1 0.152321 0 2 0.732521 8 4 0.725861 0 1 0.30017 4 2 0.568726 0 3 0.523246 8 3 0.410221 0 1 0.572405 6 5 0.264087 1 4 0.277117 10 4 0.573393 5 4 0.506556 6 3 0.313782 9 3 0.605778 7 4 0.233219 4 1 0.480047 6 5 0.551988 2 5 0.944581 8 1 0.373991 6 3 0.0311511 10 4 0.129396 STREAMCOST 6.73647 1.16178 8.76219 6.06463 9.47474 4.14412 5.01064 6.79698 7.02962 3.53608 9.31898 HEUR 2 12 20 68.4195 12 21 79.6813 12 40 83.865 12 41 118.863 12 42 92.3045 12 43 207.119 12 44 110.22 12 45 123.952 12 46 94.7502 12 47 93.2255 12 30 71.6648 12 31 82.0602 12 32 82.3883 12 33 72.0166 # ARGUMENTS VAR RATIO 10 TREE 13 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 12 10 4 13 13 14 15 VALUE 1 5 0.758584 4 4 0.609042 6 4 0.794021 7 2 0.722018 3 1 0.661912 3 5 0.0585125 7 5 0.471592 4 3 0.679848 4 2 0.530575 3 5 0.00941277 6 2 0.180307 10 4 0.217899 10 2 0.538388 10 3 0.0319037 6 1 0.689778 6 2 0.873813 0 1 0.78767 8 3 0.812841 2 1 0.595204 7 3 0.509262 4 3 0.511579 10 4 1.2038e-05 1 2 0.111526 7 5 0.324582 2 2 0.618113 7 3 0.918552 7 2 0.300219 5 4 0.252993 0 2 0.537619 6 1 0.772379 3 1 0.111194 7 3 0.54826 6 1 0.496901 1 4 0.245559 2 1 0.992791 10 1 0.680105 10 2 0.533621 6 1 0.556632 3 1 0.185954 9 3 0.405319 4 1 0.00291066 2 3 0.49064 5 4 0.792424 10 1 0.874786 8 3 0.990472 1 1 0.913213 1 2 0.181094 2 1 0.872432 4 1 0.16695 2 1 0.595399 10 3 0.358377 10 1 0.453239 6 1 0.777186 8 3 0.201634 4 1 0.982224 4 3 0.340261 9 5 0.631937 1 1 0.844559 4 4 0.217455 1 3 0.0882535 6 5 0.378494 2 1 0.0819001 10 2 0.758436 7 1 0.546777 6 4 0.583138 10 5 0.277722 8 2 0.909913 9 4 0.224212 4 4 0.331655 1 3 0.203598 2 1 0.914786 8 2 0.180079 3 1 0.209411 2 3 0.27946 3 1 0.897724 2 4 0.668855 0 4 0.464765 2 1 0.61185 8 5 0.991421 5 5 0.373945 3 1 0.9715 STREAMCOST 8.46386 7.73965 8.34905 1.19733 1.71748 1.73019 2.54508 4.67157 8.54334 8.47091 6.07744 HEUR 2 13 20 34.9754 13 21 35.0606 13 40 39.8309 13 41 64.7553 13 42 50.5034 13 43 194.034 13 44 78.4495 13 45 138.622 13 46 52.7538 13 47 48.0116 13 30 38.1162 13 31 38.5096 13 32 38.5098 13 33 38.1162 # ARGUMENTS VAR RATIO 10 TREE 14 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 8 14 12 10 14 6 1 VALUE 1 2 0.201286 10 2 0.513117 3 2 0.36412 5 3 0.221255 7 5 0.53495 3 2 0.538889 10 1 0.151422 7 2 0.210024 3 5 0.34533 4 5 0.752419 2 4 0.975894 9 1 0.110111 1 2 0.799474 5 5 0.672937 5 2 0.0965977 7 1 0.657 2 1 0.718465 3 1 0.887537 10 1 0.0268045 8 1 0.06235 10 4 0.883472 8 1 0.407916 7 5 0.689981 4 5 0.189879 7 2 0.189835 7 5 0.357435 3 1 0.0398644 3 5 0.998805 7 2 0.735342 5 4 0.735268 3 5 0.730466 1 1 0.212421 4 1 0.221088 2 3 0.995688 7 2 0.180612 1 5 0.50232 1 3 0.730516 8 4 0.620944 3 4 0.754618 1 4 0.538275 6 1 0.595203 1 5 0.450179 0 3 0.589712 8 4 0.0735716 3 2 0.669377 1 5 0.508088 6 3 0.640872 7 2 0.214026 8 3 0.234908 5 4 0.0830692 4 3 0.0585909 2 1 0.0357297 8 5 0.312169 0 2 0.73048 3 3 0.371831 1 5 0.523949 10 3 0.246568 6 1 0.935007 10 5 0.908591 7 1 0.35413 5 3 0.658684 8 5 0.628691 5 1 0.800795 7 3 0.968616 10 2 0.664329 STREAMCOST 4.53451 1.51018 1.74399 3.68081 8.41196 3.97349 3.60547 2.43409 2.47598 1.1577 2.46822 HEUR 2 14 20 9.57911 14 21 18.9687 14 40 19.3785 14 41 33.1179 14 42 21.9355 14 43 109.47 14 44 28.9178 14 45 96.6598 14 46 30.1073 14 47 25.1704 14 30 10.9099 14 31 15.0017 14 32 23.3855 14 33 10.9099 # ARGUMENTS VAR RATIO 10 TREE 15 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 13 13 3 9 1 2 6 VALUE 9 2 0.926643 5 1 0.305919 9 2 0.719925 1 2 0.249899 9 5 0.0324955 2 3 0.717774 6 5 0.984445 8 3 0.210551 9 1 0.705917 0 4 0.0394223 1 2 0.363664 10 5 0.372787 2 4 0.0874013 5 5 0.509715 3 5 0.228017 1 3 0.465093 3 1 0.370335 5 4 0.298999 3 3 0.593258 7 5 0.364329 9 4 0.588782 7 5 0.419982 7 3 0.326034 4 1 0.40619 9 1 0.664041 0 4 0.0783309 6 4 0.163998 0 3 0.499492 8 1 0.782492 0 2 0.639489 1 3 0.0522912 10 2 0.329766 2 1 0.766476 7 3 0.351099 10 4 0.338347 8 1 0.443875 9 2 0.816981 0 2 0.371333 3 1 0.622851 8 3 0.459444 10 3 0.280973 7 3 0.42529 1 4 0.66153 9 3 0.451871 3 5 0.471194 2 1 0.106823 6 1 0.774974 STREAMCOST 9.26147 9.67753 6.7291 9.95704 2.97786 4.16837 5.92797 6.4435 9.2872 7.27435 8.88099 HEUR 2 15 20 40.6027 15 21 44.6072 15 40 64.4332 15 41 80.7625 15 42 67.2575 15 43 157.654 15 44 182.912 15 45 155.778 15 46 137.486 15 47 132.126 15 30 44.9894 15 31 47.7261 15 32 109.123 15 33 44.9894 # ARGUMENTS VAR RATIO 10 TREE 16 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 4 5 8 1 9 5 1 VALUE 1 2 0.704464 2 1 0.688726 7 1 0.865823 0 5 0.941011 7 3 0.171022 0 3 0.722641 6 1 0.726941 2 2 0.293487 7 4 0.361535 5 1 0.215062 3 3 0.707064 1 2 0.917687 2 3 0.274632 5 1 0.314566 9 1 0.059112 8 1 0.543269 8 4 0.88278 8 3 0.0722214 4 4 0.419846 0 1 0.685024 7 3 0.828035 5 4 0.661059 10 4 0.733002 2 1 0.0114789 4 4 0.244993 8 4 0.139642 8 3 0.159729 3 4 0.232215 1 1 0.287585 2 4 0.976853 6 2 0.0102857 3 4 0.0183999 0 4 0.63755 STREAMCOST 3.07365 7.00243 7.68117 4.52453 6.25825 5.98859 4.78093 6.59585 7.38328 7.43284 9.74841 HEUR 2 16 20 28.9709 16 21 55.9263 16 40 71.7176 16 41 70.4108 16 42 54.2378 16 43 164.425 16 44 82.56 16 45 97.8657 16 46 87.8997 16 47 79.9186 16 30 30.3279 16 31 52.4046 16 32 79.6193 16 33 30.3279 # ARGUMENTS VAR RATIO 10 TREE 17 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 5 3 8 13 3 14 2 VALUE 8 4 0.410223 7 1 0.637521 2 3 0.629758 0 5 0.357814 0 5 0.742566 0 3 0.864042 0 5 0.215513 0 3 0.652419 2 3 0.119063 6 2 0.483529 4 2 0.0011239 3 3 0.561509 5 2 0.0464572 8 2 0.418484 4 1 0.296757 1 4 0.0552413 5 4 0.758399 3 1 0.198774 5 5 0.793687 6 4 0.0823398 0 3 0.356221 1 3 0.676762 8 1 0.223084 4 5 0.887982 8 4 0.327688 0 3 0.960788 8 4 0.0500582 7 5 0.743577 0 5 0.213099 1 1 0.776975 10 5 0.850141 9 2 0.029157 9 2 0.288299 4 5 0.520635 3 3 0.519802 1 5 0.984384 0 1 0.37217 6 4 0.580775 5 5 0.0594198 2 2 0.0833254 10 5 0.164652 0 2 0.795595 10 4 0.45139 9 4 0.91611 4 2 0.649851 2 4 0.31052 10 4 0.270553 0 2 0.675486 STREAMCOST 7.0737 8.72672 5.39825 7.23607 5.71957 8.06575 3.98168 4.17953 9.63092 2.98173 3.07603 HEUR 2 17 20 59.4118 17 21 72.9214 17 40 85.8307 17 41 148.25 17 42 81.1382 17 43 237.669 17 44 148.339 17 45 160.364 17 46 99.6181 17 47 88.8534 17 30 70.2256 17 31 77.0803 17 32 83.5922 17 33 70.3244 # ARGUMENTS VAR RATIO 10 TREE 18 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 10 2 8 7 14 4 3 VALUE 9 5 0.203972 8 1 0.666102 4 5 0.569141 2 5 0.0283059 10 4 0.323345 9 3 0.736175 6 1 0.288613 1 4 0.297724 2 4 0.285359 9 4 0.198634 4 4 0.555053 7 5 0.352392 5 4 0.938748 8 4 0.197421 2 5 0.424556 5 5 0.6666 2 2 0.538934 8 3 0.319686 8 2 0.70194 3 5 0.827889 6 3 0.361203 2 4 0.714257 10 4 0.560748 5 5 0.572528 8 1 0.161432 7 5 0.534659 5 1 0.959702 0 3 0.277853 8 5 0.555056 2 1 0.105015 1 1 0.484992 3 3 0.808198 2 2 0.0356203 10 2 0.988498 0 1 0.753372 8 2 0.685364 8 3 0.480724 2 2 0.664781 6 4 0.427566 5 2 0.987786 1 3 0.761178 7 5 0.430259 2 2 0.692148 10 3 0.687131 0 4 0.461993 0 3 0.906199 2 3 0.663223 5 3 0.135634 STREAMCOST 5.51867 4.26019 8.39898 3.93547 2.89651 2.33216 3.18707 8.16297 9.73114 5.70918 6.92055 HEUR 2 18 20 97.9244 18 21 109.524 18 40 125.874 18 41 157.657 18 42 128.55 18 43 204.219 18 44 149.392 18 45 178.256 18 46 128.215 18 47 120.176 18 30 105.734 18 31 118.607 18 32 126.272 18 33 106.7 # ARGUMENTS VAR RATIO 10 TREE 19 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 2 7 12 7 4 11 3 VALUE 2 2 0.675633 0 1 0.671977 1 5 0.00814826 10 5 0.635661 6 2 0.849015 6 3 0.54556 0 2 0.716952 1 2 0.499659 6 1 0.867117 5 3 0.387007 1 4 0.523108 4 4 0.94616 6 4 0.611092 6 4 0.615232 1 4 0.974539 2 2 0.750156 10 2 0.611101 7 4 0.0647868 8 4 0.725025 6 1 0.553826 9 2 0.377446 1 2 0.541933 3 1 0.334312 9 2 0.711067 2 1 0.277894 0 2 0.0103439 1 5 0.182905 6 5 0.179739 8 2 0.244158 9 5 0.450255 3 5 0.373939 1 1 0.715674 0 5 0.799397 10 4 0.936303 1 4 0.761783 10 1 0.524228 9 3 0.274556 0 4 0.859104 8 1 0.028354 8 1 0.967368 5 5 0.437743 9 3 0.590508 9 2 0.110813 1 4 0.440212 3 4 0.740899 4 1 0.130523 STREAMCOST 2.00909 2.63838 9.89728 9.97694 6.25394 3.41967 4.37517 8.89539 3.5068 2.47565 8.87149 HEUR 2 19 20 35.9053 19 21 52.6695 19 40 54.391 19 41 73.944 19 42 55.5153 19 43 174.665 19 44 94.7789 19 45 79.8212 19 46 60.7997 19 47 59.164 19 30 37.9192 19 31 56.4375 19 32 56.9225 19 33 37.9192 # ARGUMENTS VAR RATIO 10 TREE 20 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 9 14 14 15 14 15 13 VALUE 6 1 0.640356 7 5 0.378681 7 3 0.0411733 7 5 0.19385 8 2 0.782511 7 4 0.783004 5 5 0.866202 8 2 0.0366643 9 1 0.00137097 8 3 0.239218 5 2 0.272051 9 2 0.949779 10 3 0.929716 1 1 0.770252 4 3 0.447343 6 2 0.839498 9 3 0.288862 5 2 0.679411 6 4 0.808036 2 2 0.0673247 9 4 0.747132 5 3 0.329206 0 3 0.383349 2 3 0.310512 8 4 0.199278 6 1 0.31858 7 2 0.0198203 2 4 0.582241 7 1 0.295335 6 2 0.825824 2 1 0.136555 8 2 0.408643 0 4 0.344727 8 5 0.786071 2 3 0.967877 7 1 0.646567 2 3 0.160475 5 5 0.501258 10 1 0.847103 7 3 0.620431 5 4 0.335336 5 4 0.379806 6 2 0.381894 6 5 0.0841636 4 4 0.360562 10 5 0.891238 0 5 0.716221 3 1 0.703101 10 3 0.196478 7 5 0.268291 3 4 0.552718 0 4 0.695501 7 2 0.47266 1 5 0.332252 5 1 0.327168 10 4 0.284025 10 1 0.603211 1 4 0.755524 9 5 0.210839 0 5 0.121444 9 5 0.780342 5 2 0.924419 5 3 0.17649 8 3 0.422677 4 5 0.458756 4 4 0.354346 10 3 0.689884 4 1 0.84463 2 2 0.338159 4 2 0.415943 8 3 0.0524215 7 1 0.189776 6 4 0.080816 2 3 0.962674 7 1 0.007521 8 4 0.354995 8 1 0.972111 8 5 0.996601 4 1 0.899773 2 2 0.461925 7 4 0.558654 10 2 0.915947 0 3 0.273403 4 5 0.441076 6 4 0.122131 7 3 0.734733 4 2 0.537884 10 2 0.793669 5 2 0.643536 7 2 0.845141 9 1 0.788875 0 4 0.989425 1 4 0.86946 8 5 0.86639 STREAMCOST 6.92991 3.07679 1.25364 1.94952 3.05593 7.68642 9.21713 5.27641 8.52824 7.83688 5.41518 HEUR 2 20 20 39.144 20 21 45.154 20 40 51.0793 20 41 129.74 20 42 53.6056 20 43 259.102 20 44 109.985 20 45 155.551 20 46 58.4353 20 47 49.2326 20 30 52.2117 20 31 52.2265 20 32 52.2267 20 33 52.2117 # ARGUMENTS VAR RATIO 10 TREE 21 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 1 12 5 11 11 1 1 VALUE 10 2 0.697673 0 1 0.302272 9 4 0.340338 3 5 0.583591 1 1 0.462894 9 1 0.133241 8 1 0.375285 5 3 0.8637 10 4 0.282042 10 3 0.759303 5 2 0.291064 4 3 0.71336 9 2 0.926464 9 5 0.913164 3 4 0.232593 5 2 0.167836 0 2 0.750855 3 2 0.327213 6 3 0.162855 5 3 0.217401 8 4 0.540911 7 4 0.849293 4 2 0.801466 6 5 0.652756 0 2 0.942565 4 3 0.810158 6 4 0.760619 9 2 0.490032 9 5 0.767273 9 3 0.788445 9 5 0.0287975 7 2 0.45439 7 2 0.378706 9 3 0.139665 8 3 0.280433 2 3 0.590458 5 5 0.135028 3 4 0.80461 4 4 0.300541 7 5 0.244112 7 5 0.727787 5 2 0.739109 STREAMCOST 1.72699 5.14582 4.50527 8.77677 1.94375 7.31948 9.59969 2.51178 7.45124 2.61322 4.37386 HEUR 2 21 20 14.055 21 21 21.2265 21 40 44.0775 21 41 35.9961 21 42 31.3888 21 43 114.489 21 44 78.6403 21 45 38.8843 21 46 36.2443 21 47 35.7781 21 30 14.1746 21 31 21.8388 21 32 48.1702 21 33 18.962 # ARGUMENTS VAR RATIO 10 TREE 22 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 4 11 8 11 7 10 13 VALUE 8 1 0.846709 3 5 0.270533 2 4 0.0113966 2 3 0.811951 8 1 0.15365 6 1 0.813726 0 4 0.869144 2 3 0.00614087 1 4 0.34161 10 3 0.701938 0 2 0.880805 8 5 0.688218 10 2 0.0558734 6 1 0.427555 9 3 0.398449 7 5 0.111895 8 5 0.777571 10 5 0.677411 10 4 0.547556 0 3 0.177759 7 5 0.135338 8 5 0.50809 3 1 0.728698 5 1 0.515773 7 2 0.931506 0 3 0.437681 8 1 0.493366 0 3 0.684829 7 5 0.460388 1 4 0.129064 8 3 0.68627 2 2 0.781623 5 4 0.666621 4 1 0.982029 8 4 0.894359 2 3 0.167488 9 3 0.724285 3 1 0.911537 8 1 0.365723 3 4 0.219137 9 4 0.620183 9 2 0.744564 6 1 0.867626 9 3 0.00551241 4 2 0.677397 10 3 0.941776 9 1 0.114167 7 1 0.164114 10 3 0.945654 2 1 0.157856 1 3 0.809119 6 3 0.469952 2 3 0.462289 3 3 0.886498 1 2 0.0886103 9 3 0.635196 4 4 0.122097 0 1 0.657311 6 5 0.971838 5 5 0.932646 8 3 0.50739 2 1 0.803854 6 5 0.757352 0 4 0.790306 STREAMCOST 5.00427 5.05038 6.55704 8.6609 2.43162 4.26175 1.9554 2.82185 1.88 8.8497 9.59308 HEUR 2 22 20 49.9857 22 21 52.428 22 40 59.558 22 41 117.339 22 42 64.0715 22 43 209.092 22 44 97.0113 22 45 129.909 22 46 55.4508 22 47 52.7836 22 30 59.2271 22 31 59.368 22 32 59.4555 22 33 59.225 # ARGUMENTS VAR RATIO 10 TREE 23 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 8 11 15 3 12 12 5 VALUE 6 2 0.441914 7 1 0.167139 1 2 0.219653 6 5 0.41193 4 1 0.754573 9 5 0.884948 0 2 0.975955 6 3 0.978427 7 5 0.75263 0 3 0.294744 4 2 0.479574 9 2 0.626183 7 1 0.756127 0 5 0.942166 1 1 0.212153 4 5 0.346489 4 5 0.876078 4 3 0.828751 3 4 0.767322 1 1 0.596384 7 1 0.471681 0 4 0.831205 10 3 0.131682 1 5 0.547975 7 3 0.967892 8 5 0.655845 3 3 0.147436 1 1 0.240584 10 3 0.000423552 4 2 0.483055 5 5 0.0299374 9 5 0.505759 1 5 0.704792 9 1 0.231833 2 1 0.771205 5 4 0.878976 10 1 0.41255 2 4 0.917946 5 1 0.442966 10 2 0.234798 9 4 0.564856 10 1 0.255131 10 3 0.0311676 10 5 0.239371 5 1 0.0437534 7 4 0.845009 2 3 0.989086 1 4 0.622848 5 1 0.587992 0 3 0.345478 4 5 0.489014 8 3 0.384227 3 1 0.646018 1 5 0.534397 10 3 0.736293 5 2 0.126607 8 4 0.31936 6 1 0.757769 6 3 0.738008 0 2 0.602488 5 3 0.851174 0 4 0.0466299 3 3 0.546061 9 4 0.433018 10 4 0.46738 6 3 0.240182 STREAMCOST 2.19051 3.66136 3.40307 1.04522 8.61258 2.16004 3.19453 5.7624 5.50959 6.82745 2.85005 HEUR 2 23 20 23.3358 23 21 29.5611 23 40 30.9434 23 41 52.9675 23 42 33.0279 23 43 189.035 23 44 42.0167 23 45 90.6634 23 46 44.6258 23 47 37.2803 23 30 24.8049 23 31 27.7572 23 32 30.7677 23 33 24.8049 # ARGUMENTS VAR RATIO 10 TREE 24 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 15 5 11 1 15 5 4 VALUE 10 2 0.50902 8 4 0.996456 5 2 0.618722 1 2 0.38398 6 2 0.020308 4 4 0.709652 4 5 0.901245 5 4 0.247294 3 4 0.484585 6 3 0.54256 10 5 0.454974 9 2 0.306013 6 4 0.512302 7 2 0.970428 3 5 0.946235 10 5 0.642225 10 4 0.93486 2 1 0.486032 2 5 0.361665 9 5 0.534681 0 4 0.534294 5 2 0.850328 3 4 0.237218 9 3 0.231697 3 3 0.764793 6 2 0.143037 7 1 0.469735 4 3 0.556883 6 5 0.823113 4 1 0.736751 7 5 0.849506 10 2 0.00202327 0 5 0.999628 9 2 0.699489 5 1 0.436456 6 4 0.820037 6 3 0.473185 3 3 0.5435 4 5 0.463185 1 4 0.0314388 0 5 0.518812 3 1 0.441949 6 2 0.563208 6 3 0.655286 3 2 0.347788 9 5 0.888724 8 2 0.875124 7 5 0.97212 6 4 0.889329 1 1 0.784673 3 5 0.0740697 3 2 0.0878861 10 2 0.943412 6 1 0.165513 2 4 0.281452 0 1 0.912874 STREAMCOST 9.04033 1.79789 7.02977 2.79449 2.5558 5.24757 8.58194 4.96897 6.22492 7.88996 2.41576 HEUR 2 24 20 52.7381 24 21 55.162 24 40 61.7314 24 41 120.872 24 42 65.7296 24 43 250.681 24 44 89.9706 24 45 179.423 24 46 82.3352 24 47 74.301 24 30 58.151 24 31 59.9612 24 32 60.0303 24 33 58.0319 # ARGUMENTS VAR RATIO 10 TREE 25 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 14 11 9 7 5 2 3 VALUE 1 3 0.150618 1 2 0.684969 6 3 0.175191 6 2 0.36708 8 3 0.946506 1 1 0.447031 5 3 0.406806 1 4 0.520719 7 2 0.36206 7 2 0.366395 9 5 0.256587 5 2 0.516502 10 2 0.477546 10 4 0.514244 9 3 0.311328 0 4 0.71993 5 3 0.639784 4 5 0.281701 1 5 0.230676 7 4 0.456069 5 2 0.719858 5 4 0.559242 9 4 0.616711 9 1 0.823694 9 1 0.471378 7 5 0.309258 5 3 0.640485 10 4 0.883201 7 2 0.0727579 5 1 0.0887024 10 4 0.666196 1 5 0.766486 6 1 0.121505 3 4 0.679852 4 3 0.5931 7 3 0.60212 4 4 0.0222273 4 2 0.396542 5 5 0.013318 7 3 0.0979372 0 5 0.210908 4 5 0.373989 7 5 0.650652 6 5 0.251937 0 1 0.990475 2 1 0.590885 7 1 0.273491 9 4 0.775203 4 1 0.215531 8 2 0.335366 3 3 0.203425 STREAMCOST 2.93558 3.33295 9.20885 3.83457 7.83287 1.51054 7.08905 3.51468 1.19239 9.26256 6.94787 HEUR 2 25 20 53.3579 25 21 59.051 25 40 70.4108 25 41 81.0279 25 42 71.5209 25 43 161.381 25 44 109.896 25 45 120.555 25 46 73.9264 25 47 73.6302 25 30 56.1979 25 31 59.9985 25 32 67.2556 25 33 56.517 # ARGUMENTS VAR RATIO 10 TREE 26 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 5 11 8 5 12 9 12 VALUE 1 5 0.108499 2 2 0.269505 8 3 0.814846 8 4 0.194952 4 1 0.634351 5 2 0.282766 0 4 0.423819 2 5 0.29352 7 5 0.183344 10 1 0.568175 9 3 0.715725 7 3 0.536629 7 5 0.490309 1 4 0.975342 5 4 0.526054 7 5 0.295064 1 4 0.918991 8 4 0.641366 8 5 0.72014 9 5 0.644671 2 2 0.578939 7 2 0.276997 10 1 0.134799 6 2 0.409059 10 3 0.628103 9 5 0.0967189 6 2 0.365321 10 1 0.921966 10 5 0.26488 0 2 0.883556 8 4 0.067548 2 3 0.103815 10 1 0.199111 8 5 0.952897 7 4 0.0620938 2 2 0.512047 7 1 0.523422 5 4 0.133859 3 1 0.892289 1 4 0.632725 2 5 0.714172 5 5 0.336817 5 3 0.773774 10 1 0.633264 7 2 0.452285 10 2 0.782451 7 1 0.575939 10 2 0.352072 2 2 0.783179 3 2 0.640174 3 3 0.203816 2 1 0.94591 3 3 0.680794 2 2 0.863353 9 3 0.281899 7 4 0.45391 2 4 0.913666 0 2 0.0667495 6 2 0.689425 6 5 0.0134325 5 2 0.260831 7 3 0.913525 STREAMCOST 7.0521 3.31325 3.99756 1.93338 3.66514 8.50471 7.26565 5.99979 3.37602 1.0454 2.6149 HEUR 2 26 20 36.8583 26 21 35.1158 26 40 40.096 26 41 76.8591 26 42 46.8597 26 43 135.516 26 44 139.22 26 45 122.223 26 46 45.4501 26 47 41.2015 26 30 37.9564 26 31 37.9979 26 32 38.1843 26 33 37.942 # ARGUMENTS VAR RATIO 10 TREE 27 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 7 8 13 14 12 8 14 VALUE 4 2 0.293847 10 5 0.893194 9 2 0.611567 8 3 0.663143 6 5 0.348527 9 5 0.749262 0 5 0.357012 2 1 0.325567 0 2 0.205736 8 5 0.15106 1 1 0.955043 0 2 0.305175 0 4 0.5657 1 4 0.0706413 2 4 0.991797 1 1 0.598917 6 3 0.515995 5 3 0.220656 2 4 0.582914 9 5 0.928893 10 4 0.0547401 5 4 0.492893 0 3 0.126669 0 4 0.117477 2 5 0.883757 6 3 0.0924219 3 1 0.742686 9 4 0.914788 5 4 0.0916566 4 2 0.705694 6 5 0.668194 3 5 0.68402 6 3 0.214556 9 5 0.923889 2 3 0.0786417 6 3 0.264275 9 5 0.409801 2 4 0.58337 10 4 0.138249 10 1 0.121658 10 4 0.415129 8 5 0.910535 6 2 0.842077 10 5 0.30373 6 5 0.0643871 1 1 0.67312 4 5 0.689574 6 4 0.467618 10 1 0.546507 4 5 0.210328 6 2 0.191003 4 1 0.980703 3 1 0.353343 9 4 0.459645 3 1 0.276461 1 3 0.460533 2 2 0.971527 5 1 0.721152 6 5 0.0637207 0 1 0.982805 8 4 0.809771 2 4 0.830363 9 3 0.141784 7 4 0.727693 1 5 0.300228 4 4 0.93924 6 3 0.7011 9 2 0.763658 0 3 0.337557 0 5 0.403581 0 3 0.304173 6 1 0.210127 4 5 0.200207 6 2 0.707047 0 4 0.61878 10 3 0.311676 STREAMCOST 5.53245 1.99954 3.2222 7.54941 6.69691 3.82779 8.64426 3.98858 2.79843 1.53772 9.31667 HEUR 2 27 20 49.7607 27 21 50.9511 27 40 59.4519 27 41 117.581 27 42 57.6915 27 43 217.273 27 44 125.451 27 45 132.975 27 46 75.2287 27 47 68.7606 27 30 56.5414 27 31 56.832 27 32 56.8336 27 33 56.5414 # ARGUMENTS VAR RATIO 10 TREE 28 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 11 3 9 5 2 3 6 VALUE 4 4 0.313781 5 1 0.182693 5 5 0.934648 10 5 0.984213 6 1 0.890497 10 5 0.234808 9 1 0.671051 10 5 0.921725 5 2 0.64278 1 3 0.395423 1 3 0.557196 3 5 0.429569 9 5 0.7088 6 3 0.830888 2 5 0.42603 3 4 0.0910081 10 4 0.648495 1 5 0.725355 1 5 0.321408 0 5 0.447163 5 5 0.0368416 1 3 0.765272 9 4 0.487283 7 3 0.131702 1 1 0.813924 7 5 0.251183 8 5 0.818156 5 2 0.0591752 8 4 0.683985 6 2 0.895779 2 1 0.42862 6 4 0.316985 6 4 0.0760338 1 5 0.929888 6 3 0.957178 9 2 0.229969 0 1 0.0416492 7 3 0.578983 7 5 0.0254185 STREAMCOST 9.97415 5.38416 3.47776 7.30867 7.68373 9.01904 3.56259 7.82208 7.53624 5.67952 5.41963 HEUR 2 28 20 64.2593 28 21 114.929 28 40 128.005 28 41 171.115 28 42 138.255 28 43 197.19 28 44 183.534 28 45 162.007 28 46 143.547 28 47 137.111 28 30 69.5908 28 31 116.207 28 32 134.398 28 33 69.5902 # ARGUMENTS VAR RATIO 10 TREE 29 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 13 13 5 6 2 15 12 VALUE 5 3 0.333294 5 2 0.726636 9 5 0.831657 8 4 0.733144 9 2 0.130599 7 1 0.0583773 3 3 0.501098 6 1 0.255915 0 2 0.0686493 7 5 0.84092 3 5 0.649362 0 2 0.92361 5 5 0.772559 10 2 0.484729 7 4 0.391368 8 2 0.466112 7 5 0.240483 4 1 0.12904 8 4 0.840349 5 2 0.658121 8 1 0.0594698 7 4 0.49094 8 4 0.688751 4 1 0.329811 7 3 0.0765094 10 5 0.307537 3 5 0.51461 1 5 0.970515 1 5 0.9936 10 3 0.23657 10 5 0.671578 8 1 0.163005 0 2 0.975438 6 3 0.878363 0 1 0.487003 3 5 0.653599 8 4 0.792401 10 2 0.123859 8 2 0.817023 6 1 0.475869 4 3 0.916795 4 5 0.975961 7 1 0.597653 1 2 0.384106 6 3 0.413327 4 1 0.781676 6 4 0.713691 0 4 0.640046 4 3 0.362289 2 5 0.269219 10 1 0.671189 5 5 0.540274 8 5 0.961641 4 2 0.891784 1 3 0.00249705 4 3 0.975313 5 2 0.629484 1 1 0.868958 6 4 0.529629 9 1 0.0332957 2 2 0.529576 1 5 0.666547 6 2 0.841973 0 3 0.650835 1 5 0.486428 8 1 0.75507 STREAMCOST 9.60264 5.98216 4.70116 6.209 4.79606 7.81506 1.04223 5.51049 3.29174 5.29343 7.24645 HEUR 2 29 20 44.5565 29 21 46.7332 29 40 51.3051 29 41 133.804 29 42 56.3907 29 43 242.689 29 44 92.8766 29 45 135.862 29 46 103.723 29 47 83.0019 29 30 47.0416 29 31 49.1746 29 32 50.8956 29 33 47.0282 # ARGUMENTS VAR RATIO 10 TREE 30 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 10 14 6 4 10 7 3 VALUE 7 5 0.706414 3 4 0.991751 10 2 0.696651 6 1 0.40669 4 1 0.177017 5 2 0.518176 10 4 0.0725839 10 3 0.0897034 2 1 0.291377 10 3 0.235181 0 2 0.865106 6 5 0.734953 0 4 0.176842 0 2 0.902514 5 2 0.931331 6 5 0.37642 10 1 0.749291 5 2 0.834715 4 2 0.638762 5 1 0.472379 10 2 0.975133 8 1 0.335242 2 3 0.206551 3 2 0.34625 2 2 0.0732409 7 3 0.212081 3 2 0.762699 4 4 0.573089 3 5 0.0880827 9 3 0.163181 6 1 0.330284 8 1 0.264857 7 2 0.261525 8 3 0.807455 4 3 0.519114 9 4 0.36519 10 1 0.612302 2 2 0.463867 3 4 0.783002 3 5 0.462537 9 5 0.413146 7 2 0.324034 6 3 0.00899564 6 3 0.596462 9 1 0.617487 6 2 0.493464 8 1 0.101038 0 2 0.939156 0 2 0.605074 0 4 0.387708 0 2 0.127841 10 4 0.939591 6 3 0.442207 10 2 0.989915 STREAMCOST 2.59217 8.78551 2.13977 2.45546 2.83938 4.31641 8.80828 3.76054 4.62258 4.06777 1.27882 HEUR 2 30 20 36.3404 30 21 47.7661 30 40 49.4029 30 41 76.0086 30 42 54.8381 30 43 110.688 30 44 60.1313 30 45 107.954 30 46 67.8195 30 47 56.0681 30 30 39.858 30 31 46.935 30 32 46.9692 30 33 39.858 # ARGUMENTS VAR RATIO 10 TREE 31 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 5 1 15 5 12 10 15 VALUE 7 2 0.344922 1 2 0.908374 10 1 0.936176 0 5 0.543535 1 1 0.834899 4 3 0.66856 2 3 0.136231 0 4 0.194286 10 3 0.128478 0 2 0.297567 5 5 0.457524 3 1 0.267694 6 3 0.53334 9 2 0.506701 8 2 0.395917 3 1 0.974472 9 1 0.869531 2 3 0.690459 3 2 0.499365 5 4 0.675225 7 1 0.869154 2 4 0.522459 6 1 0.157154 0 4 0.0839679 1 2 0.780511 10 4 0.83199 2 4 0.615485 5 5 0.867324 4 2 0.0248331 0 3 0.149211 4 3 0.745635 3 2 0.301767 1 1 0.947749 6 3 0.718318 5 3 0.243469 1 4 0.210307 6 4 0.560783 3 3 0.387051 1 4 0.0695082 9 3 0.749625 3 2 0.1366 4 4 0.553576 4 3 0.638008 9 1 0.823734 4 1 0.0200962 3 2 0.420386 0 4 0.546979 6 1 0.515169 9 2 0.948501 0 2 0.036922 2 4 0.940593 1 1 0.402901 7 5 0.828792 4 4 0.542516 6 1 0.439095 4 5 0.464126 2 2 0.781786 6 3 0.231003 9 1 0.570028 4 3 0.633586 8 2 0.437612 6 1 0.782256 1 4 0.53715 STREAMCOST 9.13969 7.26066 7.94343 8.79819 4.19586 4.23718 9.87714 4.72299 9.16181 3.24716 5.95175 HEUR 2 31 20 29.3721 31 21 31.7976 31 40 60.7617 31 41 86.2783 31 42 61.7903 31 43 179.424 31 44 86.6786 31 45 69.7546 31 46 47.3256 31 47 38.941 31 30 30.6924 31 31 45.3759 31 32 69.6395 31 33 30.6924 # ARGUMENTS VAR RATIO 10 TREE 32 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 13 1 6 7 9 5 15 VALUE 8 4 0.73174 8 2 0.101087 5 5 0.285257 6 4 0.596553 9 1 0.038792 3 2 0.662753 9 3 0.848221 6 4 0.703712 8 3 0.145692 0 3 0.561792 4 4 0.995617 10 3 0.0929099 10 5 0.452263 5 2 0.452018 0 5 0.181219 1 5 0.709371 1 1 0.703578 8 4 0.0351472 10 3 0.469542 1 2 0.30841 5 1 0.676486 2 4 0.674835 3 4 0.0666502 7 5 0.328954 8 3 0.654643 5 3 0.298541 7 3 0.39158 10 2 0.501135 5 2 0.399237 8 5 0.863331 3 1 0.829951 3 1 0.789069 5 3 0.461741 0 5 0.419335 3 2 0.507434 6 5 0.324621 1 5 0.638474 6 5 0.131092 5 3 0.720863 3 3 0.015 9 1 0.98028 8 2 0.427003 5 1 0.90589 6 5 0.640289 7 2 0.790165 1 5 0.472723 7 2 0.200244 4 5 0.376149 7 2 0.831915 6 1 0.431186 1 4 0.116049 7 2 0.776409 2 2 0.650779 2 3 0.504114 8 1 0.0118534 1 1 0.245464 STREAMCOST 6.7911 1.38397 6.36463 3.03748 3.11969 6.63159 6.53622 6.70891 4.50834 5.79646 6.99617 HEUR 2 32 20 28.7854 32 21 42.8071 32 40 41.8014 32 41 103.196 32 42 43.8493 32 43 162.927 32 44 89.8277 32 45 93.6072 32 46 64.6099 32 47 63.783 32 30 29.4291 32 31 41.1485 32 32 42.8197 32 33 29.4283 # ARGUMENTS VAR RATIO 10 TREE 33 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 4 11 7 11 7 14 4 VALUE 1 5 0.750924 2 4 0.0196614 9 5 0.879813 7 1 0.486588 8 5 0.221474 4 5 0.0795576 5 2 0.107151 1 4 0.983167 10 5 0.0981352 5 1 0.400959 3 3 0.830832 7 4 0.247768 2 4 0.255633 1 3 0.201176 6 1 0.119922 10 1 0.0557383 10 3 0.662498 7 2 0.97029 6 5 0.968054 5 4 0.331477 5 2 0.0446487 0 3 0.555914 1 1 0.124041 3 5 0.840608 0 2 0.162618 3 4 0.710402 0 1 0.370177 5 1 0.731577 1 4 0.475433 2 5 0.306197 8 1 0.991029 6 4 0.162569 9 5 0.821696 5 5 0.0594943 1 2 0.132444 6 4 0.188192 6 3 0.968134 0 2 0.73263 5 2 0.90448 3 5 0.396885 5 1 0.849622 5 4 0.893251 10 1 0.292506 9 3 0.275068 9 4 0.725851 9 1 0.901296 0 5 0.756987 4 2 0.686084 8 2 0.825528 8 4 0.434528 10 3 0.394272 8 3 0.173919 6 3 0.183639 9 3 0.689283 4 2 0.180377 4 2 0.567921 4 5 0.959269 6 2 0.972864 STREAMCOST 1.85753 2.53892 6.53316 3.12315 3.0454 6.09665 6.93027 6.87983 2.53626 9.67484 2.36339 HEUR 2 33 20 42.1986 33 21 46.5733 33 40 50.8632 33 41 116.381 33 42 53.2901 33 43 198.05 33 44 92.6114 33 45 100.349 33 46 69.0184 33 47 60.1662 33 30 47.8279 33 31 49.5174 33 32 51.3811 33 33 47.8289 # ARGUMENTS VAR RATIO 10 TREE 34 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 1 3 12 7 2 7 10 VALUE 4 1 0.101532 10 4 0.426574 3 2 0.40834 2 5 0.414825 8 1 0.747597 7 5 0.869369 9 4 0.387635 8 2 0.826511 10 2 0.789821 9 3 0.282541 4 1 0.407851 7 2 0.472537 9 3 0.33366 4 3 0.941147 4 1 0.998086 10 4 0.156934 0 3 0.542549 2 2 0.174693 9 3 0.877098 9 5 0.923681 2 5 0.942842 5 4 0.820964 9 5 0.984673 8 5 0.461585 7 2 0.412388 1 4 0.984777 9 1 0.136437 3 3 0.69913 0 4 0.912551 2 1 0.801849 6 3 0.807382 0 4 0.0341598 5 3 0.154191 1 1 0.241233 0 1 0.216259 7 3 0.854428 5 1 0.234675 8 2 0.0754465 2 4 0.297845 9 3 0.291522 5 3 0.441356 1 4 0.952968 STREAMCOST 9.67584 1.36986 3.07333 8.66263 4.57119 8.55462 6.88633 9.65116 9.28971 1.81921 7.04866 HEUR 2 34 20 68.814 34 21 74.6839 34 40 77.8994 34 41 96.1149 34 42 80.5578 34 43 269.246 34 44 143.966 34 45 164.452 34 46 102.455 34 47 100.711 34 30 71.6138 34 31 75.9755 34 32 79.6833 34 33 74.7374 # ARGUMENTS VAR RATIO 10 TREE 35 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 7 7 5 11 4 4 5 VALUE 0 5 0.696084 1 3 0.626437 6 2 0.282275 7 5 0.678971 10 4 0.780872 0 1 0.912598 10 2 0.89624 3 4 0.989064 4 1 0.999299 10 1 0.750084 3 2 0.714152 1 3 0.51579 9 2 0.764031 0 4 0.338226 4 1 0.764996 8 2 0.874722 10 3 0.400147 0 3 0.824331 2 3 0.585815 9 1 0.174046 10 3 0.984929 9 1 0.978662 4 4 0.0434422 9 5 0.248877 0 4 0.975363 3 5 0.245361 10 3 0.211811 1 1 0.343097 3 4 0.0323653 9 4 0.355388 5 2 0.235588 8 1 0.603713 7 3 0.732397 10 2 0.653112 5 4 0.472802 3 3 0.120142 1 1 0.326351 8 4 0.512503 5 3 0.584657 8 5 0.951106 10 1 0.100012 10 2 0.115483 4 5 0.594903 STREAMCOST 4.96119 6.82383 2.27936 7.35362 7.05512 9.33629 3.38827 9.88143 6.16131 6.88768 2.02251 HEUR 2 35 20 68.3814 35 21 69.3133 35 40 83.9255 35 41 109.546 35 42 87.9413 35 43 234.732 35 44 114.652 35 45 151.321 35 46 87.6475 35 47 84.5438 35 30 69.7714 35 31 71.2865 35 32 76.6452 35 33 69.9031 # ARGUMENTS VAR RATIO 10 TREE 36 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 11 2 10 11 15 13 3 VALUE 9 5 0.0912305 3 5 0.186557 5 2 0.411395 6 5 0.0325609 10 5 0.750582 9 1 0.55013 6 1 0.764312 2 3 0.00236597 8 2 0.648277 4 3 0.452744 5 2 0.799846 5 1 0.210407 6 4 0.241261 4 3 0.592685 7 2 0.410716 2 1 0.215618 3 1 0.325007 0 2 0.629069 4 3 0.819579 2 1 0.524828 8 1 0.0558931 3 5 0.998178 7 2 0.536183 0 4 0.150733 10 3 0.888124 3 2 0.639769 10 3 0.845182 2 1 0.351765 10 3 0.0983447 8 2 0.402824 0 3 0.141469 9 5 0.196441 1 4 0.0513933 7 1 0.205423 5 1 0.267462 2 1 0.868844 3 4 0.753289 7 2 0.400279 7 1 0.735085 2 1 0.201255 8 1 0.685276 10 4 0.250645 5 5 0.36469 8 1 0.146951 4 5 0.667919 0 2 0.663762 3 4 0.732654 3 4 0.450715 8 4 0.327714 9 5 0.712292 6 3 0.845397 10 3 0.334586 6 2 0.518032 6 5 0.993271 8 5 0.423004 1 4 0.385494 10 3 0.530244 1 4 0.0111341 9 4 0.958713 10 4 0.254431 0 5 0.256342 8 2 0.834671 6 3 0.655166 10 3 0.367405 2 3 0.470531 STREAMCOST 6.2254 1.26131 3.16026 1.18755 8.0637 1.89312 2.6338 1.05095 2.33332 3.15876 6.65982 HEUR 2 36 20 26.5348 36 21 35.4522 36 40 34.6958 36 41 44.9908 36 42 35.3905 36 43 118.742 36 44 41.5858 36 45 97.8498 36 46 37.2038 36 47 36.7595 36 30 32.6935 36 31 34.3216 36 32 34.7699 36 33 33.2102 # ARGUMENTS VAR RATIO 10 TREE 37 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 15 3 7 8 3 12 9 VALUE 3 4 0.858179 7 1 0.103438 6 4 0.629756 3 1 0.753425 3 4 0.573791 6 3 0.443489 0 5 0.606849 9 4 0.196804 4 3 0.0954637 6 5 0.704949 7 5 0.826453 0 2 0.134812 9 1 0.202185 4 4 0.803411 4 5 0.602414 3 4 0.47842 5 1 0.6597 9 3 0.763576 6 1 0.581504 4 4 0.595582 4 1 0.501386 9 2 0.640271 3 1 0.105299 8 5 0.404893 9 1 0.17209 5 1 0.336851 10 3 0.765256 10 5 0.876555 6 4 0.927697 5 3 0.703901 7 1 0.188236 7 1 0.41898 6 5 0.284828 10 5 0.977051 7 3 0.258187 10 2 0.587285 5 2 0.336289 5 4 0.443172 6 4 0.426499 6 1 0.863061 0 2 0.890805 7 4 0.418606 5 2 0.232963 0 3 0.597521 7 5 0.412601 10 1 0.840288 4 5 0.425634 6 2 0.408245 5 5 0.176222 0 3 0.687339 3 3 0.556943 8 1 0.485275 2 2 0.307829 1 5 0.43439 4 5 0.437154 8 1 0.326484 1 1 0.107904 STREAMCOST 2.98042 5.38907 6.98213 2.31654 2.73866 2.06143 2.09638 8.60267 5.92821 5.39439 3.72111 HEUR 2 37 20 40.2084 37 21 47.4804 37 40 55.5113 37 41 74.4786 37 42 58.7368 37 43 124.975 37 44 66.0541 37 45 69.4585 37 46 65.3832 37 47 61.9486 37 30 43.5205 37 31 48.6762 37 32 52.9673 37 33 43.5205 # ARGUMENTS VAR RATIO 10 TREE 38 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 6 14 13 14 15 14 11 VALUE 4 4 0.905677 6 3 0.200127 1 2 0.137344 2 5 0.0746073 8 2 0.807007 4 4 0.483249 7 5 0.641381 5 4 0.562263 8 3 0.0332929 7 1 0.504829 4 5 0.549339 10 3 0.858144 0 2 0.240596 6 1 0.654678 10 5 0.0783593 10 3 0.448535 8 4 0.550528 8 2 0.0881456 2 4 0.466118 10 2 0.614906 3 2 0.0721764 2 2 0.413179 3 4 0.916309 0 4 0.184279 0 3 0.994303 6 5 0.127193 1 5 0.60803 2 1 0.090426 7 1 0.868643 10 3 0.323992 5 3 0.205334 5 5 0.417705 1 2 0.809307 6 4 0.363286 1 2 0.148366 4 3 0.601268 4 2 0.811337 7 3 0.417274 9 2 0.730978 7 5 0.91984 9 3 0.00146957 7 2 0.643999 0 4 0.656763 4 5 0.728797 6 4 0.135308 5 5 0.0271525 3 3 0.163901 5 5 0.641776 2 3 0.716472 10 4 0.787919 0 4 0.470953 4 1 0.745669 0 1 0.145647 0 2 0.737074 3 3 0.677505 3 3 0.542818 3 5 0.650501 3 4 0.873466 1 5 0.398556 2 4 0.65052 7 5 0.800324 7 2 0.510102 8 2 0.0691171 1 5 0.407652 2 5 0.67783 2 2 0.210678 3 2 0.0643214 5 5 0.58471 8 4 0.645022 3 5 0.103261 1 5 0.95434 0 5 0.521586 7 2 0.49154 7 2 0.150582 9 5 0.812182 0 4 0.812499 10 3 0.938367 5 4 0.983545 7 3 0.188964 4 4 0.76617 3 4 0.400624 9 4 0.775011 6 1 0.230427 5 2 0.69531 2 2 0.150591 10 1 0.551583 8 3 0.899321 STREAMCOST 7.46067 9.36285 7.3175 7.60888 3.71656 2.83927 3.72942 9.35869 7.40624 7.55086 7.00053 HEUR 2 38 20 58.3566 38 21 60.0886 38 40 68.4463 38 41 180.603 38 42 73.6625 38 43 305.637 38 44 120.27 38 45 190.79 38 46 85.8194 38 47 72.2352 38 30 68.0708 38 31 68.0868 38 32 68.0987 38 33 68.0749 # ARGUMENTS VAR RATIO 10 TREE 39 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 9 1 12 13 13 6 2 VALUE 9 4 0.602987 5 3 0.463908 2 3 0.691927 6 2 0.925664 10 5 0.5294 10 2 0.919585 5 3 0.990665 9 2 0.94626 2 4 0.344621 2 2 0.592351 3 5 0.684747 0 2 0.854799 10 4 0.106829 3 2 0.485406 9 5 0.148674 6 3 0.157146 9 3 0.32721 2 2 0.670447 7 3 0.2358 1 3 0.932496 5 3 0.197569 7 4 0.671348 7 5 0.341103 0 2 0.847845 2 3 0.653367 5 5 0.715264 5 5 0.123134 1 5 0.612362 3 2 0.246536 0 4 0.280657 5 2 0.431756 1 3 0.722961 8 2 0.482294 8 5 0.722897 5 2 0.995002 2 2 0.23473 0 1 0.536405 10 3 0.54118 2 5 0.38452 9 1 0.0136369 4 5 0.22207 3 2 0.947949 8 1 0.417242 10 3 0.814399 2 2 0.215708 3 5 0.411292 7 2 0.580698 10 5 0.438413 3 2 0.121743 7 3 0.0908246 3 5 0.818189 9 2 0.719131 1 4 0.580271 1 4 0.480929 4 3 0.788798 3 5 0.796599 STREAMCOST 4.06847 8.93619 6.82637 7.33467 3.1742 9.58443 5.86284 4.61603 5.63522 5.69125 8.10607 HEUR 2 39 20 35.7268 39 21 54.9429 39 40 80.5527 39 41 131.725 39 42 95.4765 39 43 180.684 39 44 150.516 39 45 106.442 39 46 80.369 39 47 66.9737 39 30 38.2587 39 31 54.6525 39 32 90.3667 39 33 52.4561 # ARGUMENTS VAR RATIO 10 TREE 40 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 7 10 1 2 12 11 5 VALUE 1 3 0.586214 3 1 0.5264 1 4 0.912035 8 1 0.686242 5 5 0.52397 6 5 0.813969 4 4 0.281559 0 2 0.904267 4 3 0.95144 1 5 0.8353 8 2 0.423974 1 4 0.449147 6 4 0.680217 10 2 0.833333 6 3 0.616369 6 1 0.835035 3 3 0.0954306 8 3 0.636922 3 2 0.760937 0 5 0.541985 7 2 0.826108 1 5 0.548892 0 1 0.523487 4 2 0.240038 7 1 0.0594449 6 3 0.922765 8 1 0.489285 7 2 0.720013 5 1 0.000395626 6 3 0.697678 8 5 0.263079 10 2 0.83573 10 5 0.281648 5 1 0.194498 9 1 0.624682 10 3 0.391326 1 3 0.796344 1 4 0.132345 1 3 0.0510921 3 3 0.45692 3 1 0.400599 2 1 0.921094 10 1 0.240674 6 1 0.751329 3 3 0.0891602 6 2 0.428707 0 5 0.839741 9 2 0.118201 STREAMCOST 9.27891 1.69704 6.90901 9.05627 2.78167 1.10874 2.68671 7.71169 1.59983 2.2035 9.98781 HEUR 2 40 20 27.3028 40 21 31.7613 40 40 38.6525 40 41 38.5282 40 42 33.6894 40 43 139.465 40 44 97.8555 40 45 77.6436 40 46 39.9536 40 47 39.7189 40 30 28.1731 40 31 31.95 40 32 75.152 40 33 28.1715 # ARGUMENTS VAR RATIO 10 TREE 41 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 4 11 1 5 11 3 1 VALUE 6 1 0.924358 6 4 0.190931 8 4 0.702974 10 5 0.41878 8 2 0.179029 3 3 0.186282 7 2 0.873727 5 3 0.0695205 2 4 0.0368443 3 1 0.745282 4 2 0.723974 6 3 0.728456 7 3 0.567908 4 3 0.232223 2 3 0.697341 4 1 0.583606 7 1 0.947595 8 4 0.0831979 3 1 0.0776913 3 3 0.642927 5 5 0.763101 3 1 0.582225 5 5 0.772462 8 3 0.218088 8 2 0.909857 7 5 0.353918 1 3 0.692909 2 3 0.282663 4 5 0.0549794 9 5 0.142769 0 2 0.414676 5 4 0.900858 2 4 0.37123 7 4 0.282595 1 2 0.620844 1 3 0.663788 STREAMCOST 2.52637 9.48528 5.78154 7.13189 8.06836 8.76684 3.25951 9.20356 6.78648 8.33806 1.7009 HEUR 2 41 20 27.5872 41 21 39.745 41 40 73.6055 41 41 76.8759 41 42 60.1532 41 43 153.097 41 44 139.548 41 45 87.2468 41 46 106.489 41 47 102.403 41 30 29.9666 41 31 43.182 41 32 96.5029 41 33 41.305 # ARGUMENTS VAR RATIO 10 TREE 42 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 6 12 15 3 11 12 9 VALUE 6 1 0.445833 1 1 0.0580836 5 5 0.333709 6 1 0.708073 7 1 0.0564116 10 4 0.832443 10 2 0.000778765 2 5 0.183405 6 2 0.611653 5 1 0.431945 0 2 0.524775 6 2 0.139494 0 2 0.973756 4 2 0.45607 0 4 0.618386 2 2 0.514234 10 3 0.466763 0 5 0.607545 7 1 0.450499 0 1 0.948886 10 5 0.563288 8 2 0.304614 0 1 0.230894 7 2 0.440152 7 1 0.609997 5 5 0.0343885 1 5 0.391061 2 1 0.662522 8 2 0.425156 5 2 0.54671 6 1 0.0313133 10 5 0.775133 4 5 0.39515 9 5 0.5979 7 5 0.326541 0 3 0.195983 5 1 0.961172 3 5 0.388677 8 2 0.539692 9 3 0.356753 10 2 0.607034 5 2 0.140924 3 5 0.165267 0 1 0.986887 4 4 0.394882 2 2 0.00552212 0 5 0.198842 7 4 0.729007 8 4 0.60596 0 5 0.358466 7 1 0.91496 9 5 0.623298 4 2 0.0954101 0 2 0.310982 7 2 0.665922 8 3 0.637557 3 5 0.561243 5 2 0.119594 10 4 0.848914 8 4 0.561277 2 4 0.256068 5 1 0.522733 7 3 0.110891 0 3 0.107891 2 1 0.895764 7 3 0.314356 6 3 0.695516 9 1 0.249292 STREAMCOST 6.43976 4.69345 5.85857 7.79996 2.82755 3.05918 9.48568 1.69282 6.38979 3.60776 7.25306 HEUR 2 42 20 31.061 42 21 31.6289 42 40 36.8925 42 41 85.0992 42 42 37.3747 42 43 163.534 42 44 66.7907 42 45 156.026 42 46 35.7778 42 47 33.0674 42 30 36.0398 42 31 36.6756 42 32 36.6798 42 33 36.0398 # ARGUMENTS VAR RATIO 10 TREE 43 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 2 8 10 2 3 3 4 VALUE 1 2 0.811036 9 1 0.66609 0 3 0.612132 0 3 0.733748 2 2 0.147368 8 1 0.254421 5 1 0.954742 9 3 0.221029 7 3 0.580877 3 1 0.0766627 4 5 0.653006 9 4 0.971465 4 2 0.873766 10 3 0.445758 4 4 0.139692 0 2 0.897099 2 2 0.798492 2 2 0.00512955 4 3 0.444821 5 5 0.636374 1 5 0.396694 9 5 0.910153 10 3 0.795116 1 1 0.180915 10 5 0.153458 4 3 0.865017 6 4 0.264513 6 5 0.275559 10 5 0.134822 2 5 0.404405 10 5 0.532434 8 2 0.445061 STREAMCOST 6.44352 6.04597 7.98415 4.7013 4.35463 7.54289 6.08703 4.59277 1.45648 7.03131 4.92886 HEUR 2 43 20 49.191 43 21 61.2171 43 40 102.294 43 41 93.4999 43 42 70.9937 43 43 148.138 43 44 117.139 43 45 74.7022 43 46 139.242 43 47 118.996 43 30 49.6312 43 31 69.5985 43 32 103.328 43 33 49.6312 # ARGUMENTS VAR RATIO 10 TREE 44 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 13 7 2 1 12 10 6 VALUE 2 2 0.296376 6 2 0.39378 7 3 0.28256 5 5 0.710148 2 5 0.631521 5 4 0.427652 5 1 0.174793 2 1 0.957472 8 5 0.399841 9 3 0.646411 0 2 0.474197 7 1 0.139146 8 3 0.140738 9 2 0.25845 9 4 0.799993 9 2 0.148848 9 3 0.361792 1 5 0.172895 2 1 0.483941 2 4 0.455189 2 4 0.981942 10 1 0.805017 7 2 0.267456 5 3 0.0588989 4 4 0.392771 0 5 0.882612 2 4 0.80464 9 4 0.710231 8 4 0.0605925 10 1 0.881673 2 1 0.821705 5 5 0.492723 6 1 0.110466 1 1 0.984284 7 2 0.846549 9 5 0.164235 10 1 0.60176 3 4 0.307423 4 3 0.256791 3 3 0.568075 9 1 0.787986 8 1 0.268656 7 5 0.877757 9 1 0.0158578 10 5 0.489676 7 4 0.0376803 2 2 0.191976 6 5 0.594078 7 4 0.786024 6 4 0.938702 4 4 0.00197975 STREAMCOST 7.7037 3.24256 1.97997 2.90629 5.44272 7.74095 8.80076 8.22928 1.1643 1.69841 2.64613 HEUR 2 44 20 14.7195 44 21 26.5657 44 40 37.5751 44 41 26.4984 44 42 23.0456 44 43 141.103 44 44 74.7898 44 45 34.57 44 46 32.6671 44 47 27.5708 44 30 15.0792 44 31 26.5617 44 32 37.9966 44 33 15.0792 # ARGUMENTS VAR RATIO 10 TREE 45 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 15 5 9 11 5 7 2 VALUE 10 3 0.914641 5 3 0.048522 7 1 0.365367 1 1 0.627392 2 5 0.31689 7 5 0.990722 6 3 0.813856 6 5 0.282667 2 5 0.569497 7 4 0.440531 0 2 0.638999 5 3 0.112461 10 2 0.18424 5 1 0.242758 2 2 0.016954 9 5 0.0745408 9 5 0.732541 2 1 0.706371 8 1 0.403289 6 5 0.406793 2 5 0.560479 2 5 0.457738 2 3 0.866888 2 2 0.110241 8 4 0.568753 3 3 0.825754 1 3 0.0201519 1 1 0.887203 9 4 0.789494 1 5 0.855869 2 1 0.675148 2 4 0.172167 0 5 0.718817 7 2 0.255057 2 2 0.46537 10 1 0.678795 10 3 0.544975 0 4 0.443874 7 2 0.834838 3 4 0.649486 6 4 0.462044 5 4 0.187746 0 2 0.896011 1 5 0.0947697 2 3 0.650945 10 3 0.879814 6 1 0.89175 3 4 0.604795 10 5 0.526931 8 4 0.0394198 4 1 0.0499279 0 1 0.44455 7 5 0.545312 6 1 0.987916 STREAMCOST 1.31641 7.86876 8.47997 9.4679 2.30041 7.54074 6.05597 3.27369 1.31337 9.16709 1.20261 HEUR 2 45 20 51.8809 45 21 74.6103 45 40 92.6658 45 41 92.2341 45 42 69.5833 45 43 207.806 45 44 149.008 45 45 229.167 45 46 100.333 45 47 85.947 45 30 53.0523 45 31 73.4782 45 32 92.0294 45 33 53.0523 # ARGUMENTS VAR RATIO 10 TREE 46 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 12 4 10 11 4 14 12 VALUE 2 2 0.989686 10 4 0.0428655 0 3 0.394062 10 1 0.455004 2 3 0.182441 0 4 0.42635 3 4 0.0611791 9 5 0.323666 10 1 0.150359 8 4 0.394832 1 4 0.513696 0 3 0.299908 2 1 0.867138 4 1 0.262415 5 5 0.94917 4 5 0.307539 1 2 0.178807 5 3 0.0578752 5 2 0.268 2 4 0.96343 4 4 0.433422 9 3 0.0900853 4 1 0.86727 7 3 0.978992 9 1 0.0931739 9 4 0.0580513 8 4 0.717454 0 3 0.255733 1 1 0.797839 2 3 0.106557 5 3 0.930221 0 1 0.790605 8 1 0.0698217 1 4 0.429601 1 2 0.0949416 9 1 0.00587472 6 1 0.996528 7 5 0.14761 0 5 0.0271916 5 2 0.4248 2 1 0.635747 5 4 0.946624 9 2 0.397558 4 3 0.828926 2 4 0.297825 5 4 0.232744 8 4 0.978248 6 4 0.448386 0 3 0.927232 3 5 0.652071 6 1 0.0868838 4 2 0.572171 7 5 0.318546 5 2 0.624292 8 3 0.887262 3 2 0.137215 6 5 0.791226 2 5 0.212396 2 1 0.935386 7 2 0.0510393 4 1 0.754943 7 4 0.725035 6 3 0.612511 7 2 0.310505 2 1 0.588168 7 4 0.723499 7 1 0.144247 STREAMCOST 2.10646 1.65982 5.03954 6.17557 3.87003 8.1141 5.37784 9.52978 1.0685 2.75544 4.7721 HEUR 2 46 20 37.7807 46 21 47.3051 46 40 49.1997 46 41 94.5495 46 42 45.9681 46 43 182.617 46 44 94.8398 46 45 154.14 46 46 78.5308 46 47 58.7386 46 30 46.0984 46 31 47.8643 46 32 48.5416 46 33 46.0984 # ARGUMENTS VAR RATIO 10 TREE 47 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 2 13 15 14 11 13 6 VALUE 4 4 0.97826 8 5 0.645562 4 3 0.306488 7 2 0.246649 6 2 0.514009 0 2 0.098726 3 2 0.762611 7 1 0.322208 8 1 0.769864 10 2 0.270921 7 2 0.509403 10 5 0.127115 10 4 0.36507 0 3 0.856791 8 4 0.128909 6 3 0.935236 9 3 0.481519 1 5 0.536866 9 2 0.0285553 0 3 0.883801 3 4 0.826136 10 5 0.744945 3 2 0.92784 3 2 0.526404 5 3 0.2932 2 1 0.174636 8 2 0.228132 1 1 0.389079 1 3 0.0787534 10 3 0.145567 3 3 0.368639 5 4 0.305243 10 1 0.989417 6 5 0.103729 3 3 0.982053 4 4 0.084722 8 3 0.689549 7 2 0.661934 2 1 0.904052 10 5 0.0590245 4 5 0.164357 8 4 0.252477 10 5 0.585588 4 1 0.377151 1 5 0.643998 8 1 0.774458 4 5 0.95536 5 4 0.302901 1 3 0.81425 5 5 0.608145 3 3 0.698311 10 4 0.60204 3 5 0.814031 0 1 0.488291 7 5 0.469922 10 1 0.216884 2 3 0.231941 5 2 0.641922 10 3 0.541838 6 4 0.589284 2 2 0.337919 8 3 0.857166 4 3 0.610348 9 5 0.660914 10 3 0.986083 8 1 0.314776 10 1 0.77029 8 4 0.796055 5 2 0.999024 5 2 0.397649 5 5 0.405047 3 2 0.0594267 4 1 0.651947 6 2 0.345382 STREAMCOST 8.96231 5.30916 5.79566 9.84618 7.60735 2.75497 5.2749 3.91836 1.00859 9.79084 3.30344 HEUR 2 47 20 32.5739 47 21 48.0443 47 40 56.223 47 41 75.5424 47 42 57.3767 47 43 209.772 47 44 122.331 47 45 82.4879 47 46 56.4854 47 47 51.9707 47 30 33.5327 47 31 47.7342 47 32 47.7346 47 33 33.5327 # ARGUMENTS VAR RATIO 10 TREE 48 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 1 7 14 4 5 11 5 VALUE 1 4 0.963332 3 2 0.86471 5 3 0.747046 6 3 0.357172 7 1 0.875288 1 4 0.444959 3 4 0.765516 5 3 0.592744 9 2 0.930247 4 4 0.187128 5 3 0.452396 1 4 0.0371103 1 1 0.367063 2 2 0.545229 0 4 0.967944 6 2 0.574984 7 2 0.934732 4 1 0.401641 1 4 0.543657 1 1 0.788784 7 1 0.371629 6 3 0.152068 0 4 0.966288 2 4 0.771969 1 2 0.115093 7 5 0.950589 1 5 0.472121 1 5 0.337794 3 1 0.527782 7 5 0.679915 2 5 0.570157 3 5 0.182108 7 1 0.557177 4 3 0.962847 8 3 0.509566 9 1 0.5177 8 4 0.424 4 1 0.991755 9 2 0.85387 1 5 0.90702 1 1 0.284126 1 4 0.466771 3 1 0.339046 7 5 0.380766 0 4 0.70716 6 1 0.926427 8 1 0.871857 STREAMCOST 6.54855 1.67561 6.39424 1.66556 4.17645 8.75441 4.03931 4.40057 1.13979 8.09713 8.47882 HEUR 2 48 20 7.75426 48 21 9.25607 48 40 35.0492 48 41 19.543 48 42 18.6924 48 43 41.0431 48 44 51.688 48 45 11.506 48 46 9.49373 48 47 7.86916 48 30 7.77079 48 31 9.22539 48 32 36.6848 48 33 7.77408 # ARGUMENTS VAR RATIO 10 TREE 49 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 5 8 4 12 14 3 14 VALUE 8 4 0.319044 6 1 0.546966 8 2 0.183188 8 5 0.89623 10 4 0.690447 5 2 0.442213 0 5 0.319751 9 2 0.229138 2 5 0.362624 0 1 0.289838 6 2 0.917203 7 3 0.707609 7 5 0.493805 6 5 0.355227 8 3 0.247606 9 1 0.251929 3 2 0.0461954 0 5 0.251493 2 5 0.988542 9 1 0.637194 8 5 0.964412 10 4 0.854938 7 5 0.00742816 7 5 0.393055 8 3 0.9251 4 5 0.480352 8 2 0.130766 1 3 0.894941 0 3 0.988283 9 5 0.567836 7 1 0.104068 6 3 0.768615 2 2 0.880582 0 4 0.0907847 10 2 0.719356 6 1 0.831227 8 1 0.637151 7 3 0.137072 3 5 0.402055 6 5 0.989631 8 2 0.761453 6 5 0.522757 1 4 0.739635 6 1 0.60069 8 5 0.309737 6 2 0.665709 9 4 0.545329 0 5 0.875415 0 4 0.412553 9 1 0.530291 5 1 0.0636684 8 3 0.566354 4 5 0.426676 1 1 0.25165 8 4 0.0420768 0 5 0.666009 5 2 0.596667 4 2 0.50913 8 5 0.649256 6 3 0.896817 STREAMCOST 5.24827 6.97723 8.65959 5.41128 1.83131 6.46005 3.20994 1.10011 1.59804 4.42997 8.28597 HEUR 2 49 20 22.0519 49 21 19.9889 49 40 26.9281 49 41 42.2304 49 42 29.3907 49 43 172.143 49 44 58.5624 49 45 102.996 49 46 28.7626 49 47 23.0959 49 30 25.1303 49 31 27.0049 49 32 27.2493 49 33 25.1362 # ARGUMENTS VAR RATIO 10 TREE 50 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 8 2 4 2 4 10 6 VALUE 0 2 0.152201 10 5 0.408197 8 4 0.24423 8 2 0.310009 4 2 0.134788 3 3 0.145467 10 5 0.0886125 10 2 0.559957 2 2 0.516612 9 1 0.674573 2 2 0.671367 5 4 0.524104 4 5 0.11343 6 1 0.668338 0 1 0.788569 3 2 0.0564016 9 1 0.528721 10 4 0.938015 0 4 0.773173 8 2 0.461748 0 5 0.317974 4 4 0.683206 3 4 0.206062 6 5 0.222039 8 4 0.925996 9 5 0.796717 10 3 0.190351 10 1 0.781834 9 4 0.455407 1 2 0.916308 2 2 0.699103 3 3 0.616731 2 3 0.907236 2 5 0.838996 10 1 0.517888 2 5 0.659876 STREAMCOST 4.12695 5.31205 8.71801 1.66103 4.74584 2.25064 1.43673 2.01076 1.23429 5.30006 5.77912 HEUR 2 50 20 40.9086 50 21 48.6143 50 40 58.6588 50 41 76.6281 50 42 56.6026 50 43 140.215 50 44 93.6983 50 45 69.635 50 46 72.6016 50 47 68.4006 50 30 43.2208 50 31 53.3914 50 32 60.3806 50 33 43.5612 # ARGUMENTS VAR RATIO 10 TREE 51 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 11 5 1 8 6 15 10 VALUE 6 2 0.958989 10 3 0.15767 9 2 0.541813 6 4 0.487796 9 1 0.163985 2 4 0.646746 5 2 0.118123 4 4 0.0477258 1 2 0.192219 3 1 0.445411 8 1 0.467104 8 3 0.728711 0 3 0.0587546 7 2 0.582356 0 4 0.703199 8 4 0.869491 5 2 0.400873 3 5 0.603724 9 2 0.027311 9 4 0.711593 0 3 0.69433 9 4 0.0191032 10 3 0.861442 1 5 0.842875 0 1 0.978789 8 1 0.847601 10 1 0.113903 2 2 0.921423 7 4 0.23996 3 3 0.415038 9 1 0.0919189 2 4 0.19719 4 5 0.781105 7 5 0.102194 10 2 0.686786 6 1 0.0119232 3 2 0.161303 7 2 0.274536 4 2 0.99234 0 4 0.0742121 1 2 0.241559 0 1 0.174487 7 3 0.199159 8 4 0.652048 7 5 0.164314 7 5 0.535189 2 2 0.104345 1 1 0.674103 0 3 0.0700509 5 2 0.600878 8 3 0.330351 9 5 0.12832 3 2 0.37947 9 1 0.00599939 1 2 0.96303 0 2 0.691076 STREAMCOST 6.07795 5.80756 3.10212 2.21547 8.76321 6.85819 5.4844 7.13473 9.56395 2.694 2.62041 HEUR 2 51 20 30.3231 51 21 37.3852 51 40 44.9453 51 41 117.651 51 42 43.6023 51 43 212.877 51 44 85.1147 51 45 102.434 51 46 60.088 51 47 46.4586 51 30 33.9604 51 31 39.67 51 32 47.4835 51 33 33.9604 # ARGUMENTS VAR RATIO 10 TREE 52 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 13 13 1 3 4 7 10 VALUE 9 1 0.635213 6 3 0.0538902 9 5 0.0324656 10 1 0.521128 2 4 0.694628 8 1 0.764955 7 3 0.506869 8 3 0.423202 4 5 0.263017 7 3 0.368456 3 5 0.342264 4 4 0.0949543 6 2 0.432633 4 3 0.742274 10 4 0.43853 2 4 0.808488 9 4 0.577019 4 5 0.510616 10 4 0.785923 4 4 0.743067 5 1 0.703354 5 4 0.434389 10 2 0.424566 9 3 0.0200226 4 3 0.715292 0 3 0.497727 7 5 0.699523 3 4 0.90159 6 1 0.293368 1 5 0.787385 9 4 0.600282 7 4 0.539255 3 3 0.0454721 9 2 0.374513 3 3 0.504987 7 3 0.425568 3 4 0.0680222 6 5 0.454281 9 5 0.00501621 8 2 0.929486 5 5 0.961602 3 1 0.690026 8 1 0.7289 2 4 0.723062 5 4 0.388937 3 5 0.958447 0 1 0.659432 3 3 0.197482 0 3 0.775053 10 5 0.280245 8 3 0.801209 STREAMCOST 5.18648 3.81834 8.69611 5.9941 9.85948 4.58649 5.29955 4.36248 5.83034 3.33198 8.03984 HEUR 2 52 20 34.454 52 21 66.0053 52 40 75.3485 52 41 101.931 52 42 85.7508 52 43 215.993 52 44 74.0007 52 45 123.406 52 46 76.5639 52 47 71.2237 52 30 36.4798 52 31 69.4782 52 32 72.315 52 33 36.4798 # ARGUMENTS VAR RATIO 10 TREE 53 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 13 11 9 13 7 1 6 VALUE 8 3 0.724233 5 3 0.827456 5 2 0.872596 5 4 0.347785 6 1 0.885562 2 2 0.0476347 0 2 0.526348 4 5 0.556733 0 5 0.9796 1 4 0.407206 5 4 0.984098 6 4 0.566519 7 3 0.13415 6 3 0.128228 10 1 0.728865 4 5 0.862034 6 5 0.855623 2 5 0.466281 1 3 0.794846 4 4 0.970004 3 5 0.14285 7 1 0.304276 5 1 0.305707 10 4 0.77718 9 2 0.338984 7 2 0.267685 7 5 0.572963 2 2 0.220847 1 1 0.307737 5 5 0.725782 8 2 0.860127 2 2 0.81905 6 5 0.803977 0 2 0.853964 7 4 0.259506 0 1 0.394293 8 3 0.619586 1 3 0.941103 2 1 0.0780035 8 2 0.129563 9 2 0.818151 0 1 0.633578 0 4 0.0746328 7 1 0.835434 9 5 0.365799 9 4 0.707967 7 3 0.0670311 6 2 0.89571 8 5 0.682281 7 2 0.0610077 6 4 0.607408 5 1 0.710934 6 2 0.89477 7 4 0.897766 1 4 0.485822 2 4 0.540693 4 5 0.0682025 6 5 0.329203 7 3 0.149971 1 4 0.67083 STREAMCOST 7.40106 8.81436 4.62574 5.32293 4.76539 4.23829 4.34915 9.54035 4.66735 7.48026 9.70032 HEUR 2 53 20 39.3893 53 21 60.9418 53 40 83.5357 53 41 156.503 53 42 102.277 53 43 149.321 53 44 118.894 53 45 123.464 53 46 83.8307 53 47 81.3464 53 30 42.7207 53 31 82.7395 53 32 82.7946 53 33 42.7207 # ARGUMENTS VAR RATIO 10 TREE 54 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 7 3 6 1 3 15 8 VALUE 2 1 0.21703 10 2 0.801381 4 4 0.498215 7 2 0.029657 3 2 0.035028 4 2 0.189631 9 4 0.738449 6 2 0.926274 10 2 0.175361 2 1 0.720218 7 5 0.594852 3 4 0.171987 7 1 0.559412 1 5 0.585014 5 3 0.63616 5 2 0.235154 8 5 0.541306 5 4 0.0545834 1 5 0.536923 2 2 0.712525 10 5 0.986028 5 4 0.261086 1 3 0.613628 2 2 0.472904 2 2 0.219328 1 4 0.217062 8 1 0.871656 10 3 0.621742 0 4 0.0918212 9 1 0.941675 10 1 0.250475 9 3 0.0960982 5 4 0.628931 7 5 0.882239 3 4 0.885922 0 3 0.630739 9 4 0.0585265 5 1 0.671662 5 4 0.669024 2 5 0.169223 6 1 0.24218 8 1 0.811354 6 1 0.945337 STREAMCOST 1.6665 3.73454 8.28034 7.83657 7.85212 1.50326 7.9662 5.00803 4.3021 9.11197 4.85108 HEUR 2 54 20 37.3406 54 21 55.162 54 40 62.8103 54 41 97.5038 54 42 55.5491 54 43 190.415 54 44 127.377 54 45 119.169 54 46 71.8124 54 47 70.8829 54 30 39.1973 54 31 59.6833 54 32 60.0935 54 33 39.1973 # ARGUMENTS VAR RATIO 10 TREE 55 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 2 11 15 15 8 4 4 VALUE 10 3 0.723388 3 3 0.86263 3 1 0.21797 1 4 0.76716 3 1 0.460368 8 2 0.00913895 1 4 0.0630545 9 3 0.898586 1 5 0.193665 5 5 0.352319 8 5 0.94093 4 1 0.643657 6 1 0.223158 8 2 0.429613 3 3 0.232666 8 2 0.402557 5 5 0.917544 7 3 0.727272 10 4 0.624075 3 1 0.0196599 9 2 0.557174 3 1 0.919062 5 2 0.216579 2 3 0.909923 5 4 0.416363 4 3 0.92179 5 4 0.984142 0 5 0.322081 9 5 0.56081 6 2 0.615384 2 5 0.506513 7 2 0.26742 1 2 0.745546 3 4 0.20033 6 2 0.804897 7 1 0.848366 2 2 0.0229454 8 5 0.831099 9 3 0.0727288 4 5 0.203182 4 1 0.873822 3 3 0.0723294 0 1 0.191299 10 1 0.613598 7 1 0.965145 3 2 0.7233 4 5 0.998788 4 3 0.717042 4 5 0.614816 0 2 0.826677 8 3 0.602751 3 4 0.594144 9 1 0.0328256 1 4 0.533886 10 3 0.385476 2 1 0.746142 0 4 0.108484 3 3 0.594859 0 5 0.952836 STREAMCOST 3.61061 5.02204 6.62626 8.44764 3.87005 3.25687 9.31179 5.33322 5.18366 3.93445 8.74348 HEUR 2 55 20 61.4482 55 21 82.9299 55 40 94.9304 55 41 144.911 55 42 99.1658 55 43 205.869 55 44 103.056 55 45 86.8866 55 46 91.5165 55 47 86.9287 55 30 63.1093 55 31 87.3752 55 32 87.427 55 33 63.1093 # ARGUMENTS VAR RATIO 10 TREE 56 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 15 2 6 13 11 7 3 VALUE 6 2 0.181751 8 2 0.24785 10 3 0.0961941 9 3 0.391658 8 2 0.704288 0 1 0.834218 0 1 0.0225529 7 4 0.549504 9 5 0.922047 2 4 0.440868 4 5 0.666874 8 1 0.71264 7 1 0.62414 0 4 0.327797 3 3 0.356453 8 4 0.729568 3 5 0.369503 10 2 0.550195 8 5 0.180288 5 3 0.349772 9 5 0.293994 2 5 0.401167 2 3 0.215962 1 5 0.725203 4 3 0.967771 1 5 0.786076 5 1 0.815589 8 4 0.259254 1 4 0.64894 1 1 0.025421 0 1 0.433713 10 3 0.282314 5 5 0.403716 4 2 0.468981 8 1 0.544404 1 3 0.00164244 0 3 0.00652367 0 3 0.733327 3 4 0.781306 1 3 0.535273 2 5 0.74569 8 1 0.936569 10 2 0.876448 9 1 0.873271 6 1 0.507488 0 3 0.434812 5 3 0.999429 3 2 0.0356629 6 2 0.857324 4 4 0.527652 6 4 0.922479 7 5 0.110207 5 5 0.747375 10 4 0.50056 0 4 0.599806 5 1 0.22313 2 2 0.779603 STREAMCOST 5.58271 8.10227 9.6981 2.18652 2.86108 2.89183 5.64047 8.35744 6.15048 6.55744 8.98489 HEUR 2 56 20 50.1883 56 21 58.5954 56 40 69.3922 56 41 114.851 56 42 69.4125 56 43 244.458 56 44 97.4674 56 45 117.823 56 46 72.2445 56 47 70.1262 56 30 55.927 56 31 64.1381 56 32 70.1997 56 33 55.9312 # ARGUMENTS VAR RATIO 10 TREE 57 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 2 10 4 10 7 15 5 VALUE 7 3 0.806225 5 5 0.807099 5 5 0.451201 5 4 0.424687 3 1 0.641068 9 5 0.420514 3 3 0.247333 2 1 0.447486 2 3 0.838036 1 3 0.927288 4 1 0.485544 9 5 0.0521601 3 5 0.427702 1 5 0.40199 7 1 0.12442 0 5 0.721314 10 1 0.21411 0 4 0.0829377 9 2 0.00375733 4 1 0.0197303 10 3 0.201059 7 5 0.673044 6 4 0.906244 0 5 0.894874 3 4 0.452105 7 3 0.852679 1 3 0.136204 2 4 0.538709 6 3 0.978748 3 3 0.668484 4 4 0.668301 7 2 0.599264 9 1 0.984192 7 5 0.308609 2 2 0.129327 3 4 0.927117 7 4 0.0716889 7 5 0.286063 0 4 0.380481 1 3 0.494663 1 4 0.987662 10 3 0.997528 4 5 0.945636 5 1 0.691003 3 4 0.228075 4 1 0.581456 2 4 0.291004 1 1 0.661999 1 3 0.0401459 3 2 0.391212 7 3 0.0957953 10 5 0.308613 2 4 0.238034 STREAMCOST 3.33513 6.57511 2.10932 6.04303 2.77102 6.53124 8.68142 2.20154 3.755 1.53517 5.95389 HEUR 2 57 20 41.6185 57 21 58.5857 57 40 57.4382 57 41 106.626 57 42 60.5808 57 43 183.112 57 44 69.3938 57 45 65.3122 57 46 65.0998 57 47 63.9391 57 30 41.7018 57 31 57.3059 57 32 57.3065 57 33 41.7176 # ARGUMENTS VAR RATIO 10 TREE 58 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 6 13 7 14 8 15 2 VALUE 10 3 0.537712 3 2 0.308804 9 2 0.34968 8 2 0.968835 4 4 0.898125 4 5 0.162716 9 3 0.305939 8 5 0.300044 6 4 0.34475 3 1 0.0326293 8 5 0.243716 1 3 0.278887 10 3 0.26816 6 5 0.0794598 2 1 0.0868177 8 5 0.123 5 2 0.347602 0 4 0.516121 6 2 0.868067 5 3 0.371382 5 2 0.340797 4 2 0.578615 7 3 0.902624 5 2 0.843851 3 2 0.991632 0 3 0.658337 4 2 0.444109 9 2 0.397438 6 4 0.54375 9 1 0.68331 1 5 0.885823 10 4 0.57786 1 5 0.841161 2 4 0.558597 6 1 0.890147 8 4 0.881958 3 1 0.373807 3 3 0.0267232 4 4 0.289825 6 3 0.56633 7 5 0.738494 6 1 0.795064 10 3 0.326873 7 5 0.41737 9 2 0.699593 3 2 0.320139 7 5 0.872704 5 5 0.102951 10 4 0.214204 0 3 0.909476 8 3 0.221656 8 4 0.940524 10 1 0.692325 0 5 0.71121 0 3 0.277919 7 1 0.340536 7 3 0.437196 6 1 0.967825 2 1 0.05341 1 1 0.416193 0 4 0.613091 1 3 0.895591 0 2 0.946464 0 2 0.179224 9 2 0.849727 STREAMCOST 1.62943 8.17805 8.00668 2.43436 3.49469 7.45323 2.85925 1.75285 8.81752 5.16935 4.99999 HEUR 2 58 20 29.4542 58 21 31.6189 58 40 36.1284 58 41 63.2086 58 42 39.2832 58 43 163.404 58 44 78.7522 58 45 106.108 58 46 41.5434 58 47 35.7132 58 30 30.3152 58 31 31.7012 58 32 34.5847 58 33 30.3152 # ARGUMENTS VAR RATIO 10 TREE 59 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 14 13 3 10 14 15 2 VALUE 4 3 0.698698 3 5 0.256281 2 3 0.529549 2 5 0.648621 0 4 0.723133 4 4 0.402543 10 3 0.536128 2 1 0.134332 1 1 0.724371 5 5 0.113848 6 2 0.65579 9 3 0.314073 2 1 0.578992 8 1 0.25797 3 5 0.29675 8 2 0.33533 3 3 0.876065 2 5 0.434248 8 4 0.723547 10 1 0.439492 4 3 0.873498 7 3 0.9131 2 3 0.487829 5 5 0.443259 7 1 0.594039 10 3 0.637829 1 5 0.75908 4 4 0.38921 7 4 0.885232 7 3 0.763498 5 2 0.689967 3 5 0.200389 4 2 0.638392 7 5 0.922916 1 2 0.670195 7 3 0.6404 9 1 0.274237 8 2 0.0203762 6 5 0.700553 3 5 0.437412 4 5 0.942414 5 4 0.902781 1 2 0.0993637 6 2 0.896018 5 1 0.658886 8 2 0.186294 9 4 0.787391 5 2 0.72825 5 1 0.639883 10 3 0.770784 10 5 0.302457 2 3 0.67643 6 2 0.699765 2 2 0.392809 7 4 0.971865 4 1 0.915573 6 4 0.177641 10 1 0.722861 4 3 0.029768 2 5 0.658227 7 3 0.06242 6 1 0.159608 6 5 0.998153 6 1 0.861962 9 1 0.564249 5 4 0.364802 3 3 0.344356 2 4 0.772018 8 5 0.383287 0 1 0.301315 6 1 0.469378 STREAMCOST 2.98873 8.56549 3.29157 8.3954 1.24998 7.68492 3.44621 2.56604 5.98275 4.08378 3.14954 HEUR 2 59 20 25.591 59 21 26.8405 59 40 34.9732 59 41 48.7669 59 42 36.6824 59 43 183.214 59 44 124.447 59 45 112.189 59 46 51.4113 59 47 45.9862 59 30 27.0641 59 31 30.3025 59 32 36.3729 59 33 27.2435 # ARGUMENTS VAR RATIO 10 TREE 60 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 5 12 3 11 5 10 10 VALUE 8 3 0.748428 4 3 0.379415 10 1 0.704382 1 5 0.123393 9 4 0.183256 9 3 0.337397 10 5 0.403351 1 3 0.50033 10 2 0.188924 2 1 0.502086 3 4 0.94836 6 3 0.0804331 4 3 0.140583 9 3 0.293018 0 5 0.950129 6 2 0.959386 8 2 0.364592 5 1 0.988013 2 2 0.769658 10 3 0.0399293 5 1 0.889292 2 4 0.0115855 5 3 0.740677 7 4 0.711316 4 2 0.499169 8 5 0.96658 9 3 0.964098 4 4 0.499896 4 4 0.965804 3 3 0.163673 3 4 0.711745 7 1 0.785718 3 5 0.84512 9 5 0.962811 5 3 0.00332106 0 3 0.143281 4 3 0.0842832 7 4 0.688343 5 4 0.969284 10 5 0.392679 7 3 0.848781 10 4 0.386561 8 3 0.514578 4 1 0.263282 2 5 0.247389 5 4 0.664128 1 5 0.799916 0 1 0.583073 6 3 0.887527 3 4 0.277487 8 5 0.845658 4 3 0.325583 0 4 0.933705 6 4 0.49372 9 4 0.837992 6 3 0.476118 STREAMCOST 3.8069 4.73205 7.68176 7.80683 8.3242 1.2373 2.39285 4.57081 9.6889 5.55669 8.44436 HEUR 2 60 20 84.7253 60 21 86.6623 60 40 102.78 60 41 194.841 60 42 107.384 60 43 257.641 60 44 151.43 60 45 207.089 60 46 90.7079 60 47 86.3491 60 30 100.043 60 31 101.439 60 32 102.162 60 33 100.043 # ARGUMENTS VAR RATIO 10 TREE 61 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 13 13 3 2 14 9 8 VALUE 5 5 0.554292 0 2 0.923644 7 4 0.93777 3 3 0.340925 10 1 0.205105 5 5 0.881047 0 3 0.584381 5 3 0.882341 4 4 0.620365 0 2 0.0278234 10 4 0.101333 7 4 0.0398732 9 3 0.862615 4 2 0.599223 1 4 0.703364 2 1 0.528219 7 2 0.667118 1 2 0.955981 0 4 0.845931 10 3 0.457832 7 1 0.442773 1 5 0.334569 3 3 0.138356 4 4 0.548966 3 4 0.733107 10 4 0.74969 7 2 0.235367 2 4 0.260583 5 4 0.341556 4 4 0.171107 9 4 0.210868 0 5 0.768505 1 2 0.774421 2 4 0.484688 7 2 0.240927 4 5 0.0981926 9 1 0.919065 2 5 0.138468 3 2 0.522 10 1 0.123498 9 4 0.834858 6 5 0.728549 10 3 0.354107 5 3 0.245362 10 1 0.112495 9 4 0.659211 2 2 0.888718 9 1 0.793847 6 3 0.854388 4 5 0.120314 8 5 0.233291 7 3 0.203706 2 4 0.208354 10 1 0.0173806 0 1 0.106339 6 2 0.381371 4 5 0.624252 3 2 0.892436 2 4 0.687242 6 5 0.9086 10 4 0.72845 1 3 0.903144 STREAMCOST 4.00734 6.04736 4.82164 8.80009 6.20562 9.13904 5.44291 1.60785 5.82648 2.16493 1.8032 HEUR 2 61 20 35.3059 61 21 36.0796 61 40 37.0044 61 41 87.4639 61 42 37.5027 61 43 210.689 61 44 84.5129 61 45 162.312 61 46 49.2859 61 47 48.7312 61 30 35.5592 61 31 36.1798 61 32 36.1798 61 33 35.5592 # ARGUMENTS VAR RATIO 10 TREE 62 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 1 9 8 8 13 7 7 VALUE 7 4 0.886414 3 2 0.5428 5 2 0.382526 2 1 0.953458 0 4 0.923896 0 3 0.996126 1 4 0.063813 7 5 0.410497 7 2 0.494318 10 3 0.224471 4 1 0.198672 9 4 0.889132 5 5 0.100895 6 2 0.985814 9 3 0.149284 1 2 0.587449 6 2 0.0817166 3 1 0.0175767 8 3 0.693534 10 2 0.10252 10 3 0.301254 1 2 0.11201 10 5 0.183998 6 2 0.270917 4 4 0.713671 2 1 0.282374 8 2 0.176567 5 3 0.385861 0 2 0.136795 8 2 0.707683 7 5 0.388411 4 3 0.335656 6 5 0.488524 8 4 0.590836 6 5 0.659957 7 3 0.0178335 5 5 0.193739 7 5 0.298915 3 3 0.706063 2 1 0.18775 2 4 0.390289 5 5 0.867823 1 1 0.337202 3 4 0.513581 4 3 0.426787 0 2 0.732261 0 2 0.163308 9 2 0.879281 2 2 0.397702 3 5 0.657857 0 4 0.708006 4 1 0.970831 6 4 0.756491 STREAMCOST 8.69132 7.15882 9.29408 2.5105 5.58525 8.7185 7.70808 4.40084 2.19451 4.17126 3.90837 HEUR 2 62 20 22.3956 62 21 53.2226 62 40 73.0757 62 41 86.9023 62 42 71.071 62 43 112.587 62 44 90.6525 62 45 28.0298 62 46 40.1656 62 47 32.3329 62 30 23.8382 62 31 53.3121 62 32 72.6664 62 33 23.8382 # ARGUMENTS VAR RATIO 10 TREE 63 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 9 8 6 1 1 2 8 VALUE 9 1 0.747134 5 4 0.256087 8 3 0.741591 6 5 0.225789 2 1 0.0884523 4 3 0.773385 9 4 0.532395 9 5 0.453845 3 3 0.868604 0 1 0.874524 7 3 0.855571 10 5 0.891787 5 4 0.98877 9 1 0.193462 5 5 0.953256 0 2 0.92044 2 4 0.10456 8 1 0.965887 10 2 0.0384744 3 1 0.491097 8 2 0.690688 5 1 0.293093 3 2 0.795315 7 1 0.346879 10 3 0.835366 6 5 0.110234 4 3 0.858983 2 4 0.598617 8 5 0.247411 1 5 0.986453 7 4 0.676051 6 4 0.941826 0 4 0.668603 6 4 0.405199 5 3 0.97486 STREAMCOST 9.70995 9.45732 1.49257 3.35174 9.21195 1.0847 8.62374 8.97468 9.57701 8.74242 1.02322 HEUR 2 63 20 11.7356 63 21 13.648 63 40 26.2713 63 41 27.6457 63 42 18.2071 63 43 186.087 63 44 112.645 63 45 81.1227 63 46 23.6668 63 47 23.3485 63 30 11.9153 63 31 15.9191 63 32 80.1343 63 33 11.9331 # ARGUMENTS VAR RATIO 10 TREE 64 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 6 12 9 9 9 13 7 VALUE 3 3 0.615436 3 5 0.313337 7 2 0.934937 5 5 0.396222 5 4 0.95382 6 3 0.582075 1 1 0.967384 0 5 0.208742 10 1 0.806064 6 4 0.224442 3 2 0.831787 6 4 0.00194849 9 1 0.165116 4 4 0.216444 1 3 0.899681 9 1 0.255723 5 4 0.0295279 2 3 0.206088 0 1 0.136969 9 4 0.671582 10 2 0.851996 0 3 0.352538 6 2 0.902358 4 5 0.394106 2 3 0.363173 6 5 0.623283 9 2 0.347059 1 3 0.245073 9 5 0.921684 10 1 0.711576 5 4 0.45441 0 2 0.902812 8 3 0.670641 1 2 0.812595 1 3 0.632177 7 1 0.331872 6 5 0.221239 2 3 0.241382 7 1 0.131592 6 3 0.517837 2 3 0.165298 9 1 0.439895 0 5 0.613331 0 4 0.843982 1 2 0.770718 4 2 0.262744 2 4 0.706482 0 5 0.107541 9 2 0.965995 0 5 0.960818 5 1 0.131599 6 5 0.673306 9 5 0.238284 7 5 0.32556 0 1 0.115867 5 5 0.307001 9 3 0.362133 3 4 0.324455 0 5 0.186735 8 5 0.988625 4 1 0.903022 5 1 0.866824 7 3 0.863245 8 3 0.0233638 2 4 0.931577 STREAMCOST 1.69599 7.93898 5.8978 6.66207 1.44277 8.41522 7.65949 4.24661 5.52718 5.74449 1.42366 HEUR 2 64 20 62.283 64 21 66.8201 64 40 75.0893 64 41 142.097 64 42 78.97 64 43 224.317 64 44 137.289 64 45 140.52 64 46 107.362 64 47 104.626 64 30 67.5485 64 31 68.2328 64 32 68.2523 64 33 67.5516 # ARGUMENTS VAR RATIO 10 TREE 65 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 4 14 1 10 5 6 3 VALUE 4 2 0.570363 1 4 0.699314 1 4 0.953895 5 3 0.235807 8 2 0.0320559 5 4 0.134185 9 3 0.29558 5 1 0.679669 1 4 0.379921 1 4 0.100694 6 5 0.651159 2 3 0.100208 7 4 0.712905 1 5 0.455741 10 1 0.525988 5 3 0.446075 7 1 0.23624 10 3 0.663226 0 4 0.173104 6 5 0.0299374 1 1 0.955137 3 3 0.0504041 7 3 0.647618 8 5 0.376635 0 5 0.366696 3 2 0.410791 9 2 0.280522 4 4 0.0928604 0 5 0.766514 3 2 0.935585 4 4 0.217575 0 2 0.456475 0 4 0.949467 7 1 0.0498556 8 4 0.982675 9 5 0.0307213 10 5 0.0712786 1 1 0.952668 6 3 0.773905 5 2 0.354204 1 2 0.476967 3 1 0.894738 8 4 0.214627 STREAMCOST 3.86105 6.96951 2.28872 5.70932 1.37881 2.81179 7.08132 4.62959 2.44904 8.14273 1.86069 HEUR 2 65 20 42.0419 65 21 52.6098 65 40 55.1771 65 41 97.3628 65 42 59.8717 65 43 127.147 65 44 119.71 65 45 117.091 65 46 53.1573 65 47 50.9446 65 30 46.3234 65 31 52.9358 65 32 52.9752 65 33 46.3783 # ARGUMENTS VAR RATIO 10 TREE 66 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 3 3 3 5 6 4 11 VALUE 3 1 0.904821 2 5 0.758416 10 3 0.181624 5 1 0.4678 7 1 0.140514 9 3 0.298641 3 1 0.0616328 7 2 0.903489 3 3 0.215468 5 5 0.664328 9 4 0.115052 3 1 0.0266425 5 1 0.725531 9 2 0.0678205 5 2 0.768679 1 2 0.0962941 0 1 0.502865 0 1 0.0222558 0 4 0.308543 0 3 0.465223 3 5 0.278498 2 3 0.361318 4 1 0.656851 3 4 0.188268 5 1 0.238496 4 2 0.944671 10 1 0.629408 10 3 0.126316 3 1 0.560788 1 2 0.954768 4 2 0.715675 1 4 0.907776 1 3 0.605904 8 4 0.106723 8 4 0.540499 STREAMCOST 6.929 5.28669 4.25761 9.7168 6.84869 2.0476 3.07489 4.34905 7.45173 6.35335 3.39509 HEUR 2 66 20 54.0345 66 21 54.6241 66 40 58.6747 66 41 103.924 66 42 63.4565 66 43 142.12 66 44 99.8781 66 45 106.454 66 46 112.704 66 47 82.8583 66 30 54.2738 66 31 55.7772 66 32 58.0731 66 33 54.4524 # ARGUMENTS VAR RATIO 10 TREE 67 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 9 12 13 15 11 10 5 VALUE 9 1 0.79033 4 1 0.21315 8 5 0.918811 7 5 0.0468953 5 5 0.186138 6 3 0.252072 1 2 0.52988 2 3 0.35032 10 2 0.756775 0 2 0.409589 2 3 0.841702 0 4 0.955009 5 2 0.639508 5 4 0.232813 2 2 0.575723 6 3 0.708476 2 5 0.349594 6 1 0.402252 8 2 0.980759 8 5 0.297642 1 3 0.332008 10 5 0.183395 0 4 0.730352 8 3 0.04614 1 5 0.871917 4 3 0.706944 4 2 0.397974 2 4 0.304972 10 1 0.438987 10 2 0.00841191 7 5 0.842385 3 2 0.927035 5 3 0.852364 5 3 0.447447 0 5 0.373173 7 5 0.239804 10 4 0.109996 4 3 0.225061 5 1 0.405506 4 4 0.821898 1 4 0.210712 10 1 0.526868 1 2 0.908093 0 4 0.690662 10 2 0.824424 8 2 0.187677 2 3 0.532729 0 4 0.156544 7 1 0.338138 2 4 0.629045 0 1 0.339055 3 2 0.801121 1 4 0.396125 1 2 0.23807 1 3 0.18108 10 2 0.526908 10 2 0.296707 1 2 0.212757 6 1 0.0118496 7 5 0.232557 4 4 0.839625 3 2 0.0269618 9 5 0.336539 10 5 0.876759 1 4 0.00740191 1 4 0.804565 3 2 0.139466 7 4 0.28944 5 1 0.471365 7 5 0.915463 10 1 0.746667 0 1 0.906132 7 5 0.0991879 8 3 0.467079 2 1 0.182245 STREAMCOST 5.88006 7.56357 2.63192 6.0503 4.69246 2.66958 6.8745 7.16248 1.766 8.84942 6.28817 HEUR 2 67 20 35.2424 67 21 38.153 67 40 36.7154 67 41 109.115 67 42 42.798 67 43 216.855 67 44 114.501 67 45 151.563 67 46 63.8422 67 47 62.2821 67 30 40.7495 67 31 40.7575 67 32 40.9182 67 33 40.7495 # ARGUMENTS VAR RATIO 10 TREE 68 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 4 7 1 12 9 3 2 VALUE 5 4 0.0619177 3 2 0.807252 3 1 0.309121 7 3 0.932896 7 5 0.938398 8 2 0.972823 3 3 0.763659 5 4 0.954831 3 4 0.886732 6 4 0.168878 2 1 0.345312 0 3 0.229623 4 3 0.99458 7 5 0.289967 10 1 0.966514 10 1 0.773171 2 3 0.505566 1 3 0.750443 5 3 0.296267 8 3 0.716566 9 1 0.209809 5 3 0.673069 4 4 0.643578 5 4 0.997919 3 2 0.565819 4 3 0.135922 8 2 0.628539 1 4 0.840422 3 4 0.0809992 5 3 0.702396 3 5 0.596657 7 4 0.0183221 0 1 0.339394 7 1 0.00468777 0 1 0.176329 6 2 0.669387 9 5 0.598466 2 1 0.736391 STREAMCOST 4.16875 9.97476 4.94491 1.219 2.35059 9.95222 1.00818 1.90087 5.9855 8.17045 9.93175 HEUR 2 68 20 49.4343 68 21 65.6366 68 40 66.0278 68 41 99.4896 68 42 72.1374 68 43 171.822 68 44 100.952 68 45 124.268 68 46 73.0649 68 47 71.3402 68 30 51.7072 68 31 65.9582 68 32 66.336 68 33 54.2404 # ARGUMENTS VAR RATIO 10 TREE 69 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 5 7 13 9 6 3 12 VALUE 9 3 0.143053 2 2 0.104977 7 1 0.250028 7 4 0.69783 1 4 0.0193871 8 1 0.0763763 2 2 0.908016 8 4 0.328494 1 3 0.815427 1 4 0.323504 8 3 0.707103 5 3 0.293031 5 2 0.0609419 7 3 0.233459 4 4 0.00119379 4 3 0.387666 0 2 0.721237 5 3 0.987691 3 3 0.676308 7 1 0.391135 2 1 0.737853 7 1 0.413616 5 3 0.458307 3 1 0.0937152 0 3 0.0112819 8 3 0.193509 7 3 0.56972 2 5 0.0758817 7 1 0.0603164 1 3 0.257092 6 1 0.483148 10 2 0.546626 0 5 0.379616 9 2 0.39105 8 2 0.663356 7 4 0.856278 5 3 0.330015 5 3 0.162918 9 3 0.369807 1 3 0.945735 7 5 0.607565 3 4 0.769626 4 2 0.0286889 10 4 0.281278 9 4 0.829835 4 3 0.404678 2 3 0.785184 6 3 0.0581832 0 3 0.291063 7 4 0.021702 8 4 0.311357 2 3 0.518637 8 3 0.142922 4 3 0.402422 5 1 0.0316057 STREAMCOST 3.06198 9.22883 1.00907 9.08744 2.75565 9.97324 2.02549 2.27949 4.84499 9.2437 7.84358 HEUR 2 69 20 45.634 69 21 46.7089 69 40 50.6732 69 41 109.28 69 42 58.1405 69 43 181.273 69 44 94.673 69 45 141.316 69 46 58.7375 69 47 49.8798 69 30 47.272 69 31 47.4341 69 32 47.7863 69 33 47.272 # ARGUMENTS VAR RATIO 10 TREE 70 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 14 10 14 2 9 2 14 VALUE 1 2 0.861619 1 1 0.859534 3 3 0.388743 5 1 0.452564 2 2 0.362547 2 1 0.591328 5 2 0.156422 0 2 0.70813 7 1 0.51645 2 4 0.734949 4 1 0.657685 3 2 0.934151 1 5 0.172164 10 5 0.131227 0 1 0.0997708 8 3 0.674712 9 2 0.656667 3 4 0.488346 0 3 0.458653 10 2 0.948023 8 5 0.339412 2 2 0.155114 2 1 0.166046 2 2 0.36605 3 5 0.502985 4 5 0.483888 6 1 0.611695 10 1 0.213585 2 5 0.418131 0 1 0.232134 0 4 0.774228 2 5 0.299852 10 3 0.137634 5 1 0.184748 3 1 0.00145811 1 4 0.441147 8 5 0.804139 10 2 0.53469 4 4 0.784621 3 4 0.865941 6 3 0.595498 10 3 0.86222 0 2 0.7874 3 3 0.760626 10 1 0.0397946 10 1 0.652309 8 5 0.564597 7 4 0.78174 9 2 0.862037 10 5 0.0235085 3 3 0.216437 1 2 0.989904 3 5 0.129608 2 2 0.231567 5 2 0.0185539 0 3 0.981236 10 2 0.463409 2 1 0.104448 8 2 0.936756 0 3 0.552472 6 4 0.33497 5 5 0.0103033 5 3 0.839954 0 4 0.22282 9 4 0.13314 STREAMCOST 7.21953 1.39445 2.93908 4.54229 8.8912 1.6038 9.59956 8.76475 6.77735 8.85372 6.47665 HEUR 2 70 20 54.2718 70 21 69.0103 70 40 68.4418 70 41 109.564 70 42 70.7229 70 43 165.864 70 44 101.443 70 45 101.746 70 46 84.6711 70 47 70.1426 70 30 55.4662 70 31 69.0103 70 32 69.0103 70 33 55.4669 # ARGUMENTS VAR RATIO 10 TREE 71 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 3 12 6 2 13 11 3 VALUE 1 5 0.763331 8 1 0.722604 3 5 0.372477 9 2 0.233727 10 2 0.514445 7 1 0.102832 1 4 0.93951 1 4 0.899254 0 2 0.364869 10 4 0.788291 7 3 0.322871 2 1 0.371629 3 3 0.992428 3 4 0.859431 9 5 0.0721982 0 2 0.324082 9 2 0.741426 6 3 0.075483 10 2 0.107256 10 4 0.253677 3 5 0.573073 3 1 0.236225 6 1 0.00702861 1 3 0.483095 9 4 0.384034 8 5 0.309795 9 4 0.734965 10 3 0.529765 4 3 0.141005 6 1 0.771723 1 3 0.135647 7 3 0.698925 1 1 0.141771 0 2 0.857221 0 3 0.524562 0 2 0.538443 6 2 0.99188 10 4 0.266622 3 4 0.452242 2 2 0.147443 1 3 0.248828 10 1 0.964593 4 1 0.195986 4 2 0.115044 1 5 0.316152 6 1 0.940556 4 2 0.735776 9 4 0.657477 3 2 0.579556 2 5 0.273594 STREAMCOST 4.63352 8.51661 2.56245 9.84064 8.59767 6.53869 9.00315 7.68811 2.2328 3.70252 2.10173 HEUR 2 71 20 77.409 71 21 86.1236 71 40 89.9647 71 41 137.352 71 42 91.7477 71 43 173.329 71 44 157.204 71 45 130.088 71 46 119.64 71 47 116.087 71 30 83.2523 71 31 89.7893 71 32 89.811 71 33 83.4391 # ARGUMENTS VAR RATIO 10 TREE 72 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 2 15 11 7 9 2 6 VALUE 7 3 0.0204916 6 4 0.716074 10 1 0.869364 0 5 0.500679 8 3 0.699082 10 2 0.41626 3 2 0.0220769 4 3 0.634259 2 3 0.792399 8 4 0.61687 0 4 0.169727 4 5 0.168377 7 4 0.498497 4 2 0.660534 3 2 0.387288 0 4 0.0489024 7 3 0.412346 7 3 0.788373 8 2 0.275181 7 2 0.870493 2 2 0.754904 1 3 0.805511 9 1 0.811409 3 5 0.676175 9 5 0.602577 4 1 0.0790026 9 1 0.238155 7 1 0.794821 7 2 0.904783 4 4 0.732855 1 2 0.185569 2 5 0.271129 4 1 0.699219 0 1 0.835805 4 5 0.342703 6 2 0.3545 9 1 0.942854 1 2 0.178739 5 3 0.708578 9 3 0.261289 9 4 0.152445 9 4 0.572019 9 1 0.0304743 6 1 0.62409 2 4 0.0682734 7 2 0.296438 8 2 0.221312 3 4 0.566729 2 1 0.37838 4 5 0.824169 3 5 0.479661 4 4 0.364368 STREAMCOST 7.18156 2.53262 5.77868 2.17845 9.27872 2.78382 7.08017 5.45322 4.76995 7.65059 6.60086 HEUR 2 72 20 49.4364 72 21 56.5383 72 40 57.3457 72 41 119.707 72 42 56.1885 72 43 181.399 72 44 86.436 72 45 152.534 72 46 65.3661 72 47 57.2277 72 30 55.636 72 31 56.6952 72 32 56.6911 72 33 55.636 # ARGUMENTS VAR RATIO 10 TREE 73 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 10 5 9 10 8 3 10 VALUE 5 3 0.309323 2 1 0.24398 9 3 0.478057 8 5 0.310628 10 3 0.589998 6 3 0.241435 9 5 0.321779 1 4 0.588664 1 2 0.444257 9 2 0.919075 1 1 0.795461 10 1 0.0434274 2 1 0.37792 5 3 0.0274545 7 2 0.656521 2 5 0.26868 3 5 0.0769078 10 3 0.819886 4 4 0.670057 0 2 0.689161 0 4 0.677323 6 4 0.121442 9 2 0.250386 5 5 0.476598 7 1 0.535499 3 1 0.733196 0 4 0.134779 1 4 0.042109 2 2 0.670611 9 5 0.607879 5 1 0.110995 2 1 0.586412 9 3 0.583457 6 2 0.0511932 6 3 0.841633 10 4 0.00555575 7 4 0.787244 9 4 0.793007 0 4 0.0755982 8 5 0.161788 9 2 0.64521 5 1 0.92789 9 3 0.332232 2 2 0.673565 10 2 0.483846 8 5 0.743934 2 1 0.15137 8 1 0.43357 2 5 0.932303 6 4 0.989615 2 3 0.655144 3 1 0.533935 9 2 0.125257 4 5 0.613911 0 2 0.769637 STREAMCOST 6.16749 9.78096 9.2166 2.98221 4.4766 1.39022 1.2443 5.59972 4.65451 7.76319 7.65428 HEUR 2 73 20 55.5804 73 21 67.6583 73 40 69.1441 73 41 121.974 73 42 79.6149 73 43 206.907 73 44 122.581 73 45 157.801 73 46 63.3298 73 47 59.8219 73 30 65.1134 73 31 69.0873 73 32 69.1055 73 33 65.1135 # ARGUMENTS VAR RATIO 10 TREE 74 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 4 7 12 14 13 2 5 VALUE 6 2 0.689105 8 5 0.713435 5 4 0.10547 7 2 0.112901 10 5 0.727482 5 2 0.0802709 2 1 0.392782 3 1 0.00675738 9 4 0.611717 0 4 0.423846 10 5 0.962196 0 4 0.525768 9 4 0.249686 8 3 0.341457 7 2 0.984995 9 5 0.00213563 5 1 0.586114 4 4 0.599951 4 1 0.0406696 0 1 0.701907 0 3 0.902829 8 3 0.152065 7 1 0.304555 5 1 0.534442 6 3 0.991754 7 1 0.442441 5 1 0.0539223 2 4 0.219929 9 4 0.669919 7 1 0.523993 9 5 0.954348 2 4 0.728365 5 2 0.909537 5 2 0.775741 9 5 0.872941 7 5 0.734395 6 4 0.181828 0 5 0.913106 5 2 0.212499 6 3 0.0574881 6 4 0.389838 0 4 0.164539 3 2 0.896012 4 4 0.933562 3 1 0.756152 2 5 0.588036 3 4 0.640911 1 5 0.296137 6 4 0.274581 3 4 0.699658 6 1 0.984947 0 1 0.937498 4 5 0.215751 5 2 0.484734 6 1 0.0983656 2 3 0.599084 1 4 0.749042 STREAMCOST 5.62578 3.09687 2.13501 1.33794 8.08252 1.29971 4.78874 7.99002 9.39571 2.70958 2.12465 HEUR 2 74 20 11.4826 74 21 26.692 74 40 27.2851 74 41 21.0219 74 42 18.1973 74 43 71.0982 74 44 47.5821 74 45 103.053 74 46 29.6933 74 47 28.0657 74 30 11.5336 74 31 26.7209 74 32 26.7215 74 33 11.5336 # ARGUMENTS VAR RATIO 10 TREE 75 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 9 11 1 12 14 5 14 VALUE 3 4 0.533186 5 3 0.187849 10 4 0.199887 4 1 0.933582 5 4 0.613083 7 3 0.931574 8 4 0.611901 2 3 0.255834 3 2 0.392954 0 4 0.184 5 4 0.122767 10 2 0.14317 6 2 0.182934 3 3 0.747058 1 5 0.500945 8 3 0.695143 10 5 0.406455 0 5 0.210065 7 4 0.395983 8 5 0.638342 3 1 0.734674 3 5 0.0851882 8 5 0.61592 10 3 0.728413 7 1 0.610976 8 2 0.891807 3 2 0.808879 10 3 0.407572 5 3 0.342907 2 3 0.98566 0 2 0.75362 1 4 0.011495 5 5 0.334921 5 3 0.468129 5 4 0.278448 3 4 0.108364 7 5 0.526183 10 1 0.601796 6 4 0.647174 5 1 0.732043 6 5 0.969298 5 1 0.803713 1 3 0.812291 8 4 0.595177 0 3 0.745639 5 1 0.474805 6 3 0.200929 8 2 0.117061 7 1 0.327057 3 2 0.128889 10 4 0.49052 6 1 0.290146 3 3 0.0495003 8 2 0.581027 3 1 0.133675 4 4 0.191629 3 4 0.890406 10 4 0.566011 8 4 0.612631 3 1 0.254173 5 1 0.664568 1 3 0.649679 10 3 0.182712 1 4 0.0147558 2 3 0.3132 5 1 0.641007 STREAMCOST 9.92704 4.01083 2.98808 9.1486 9.20313 5.53 6.33782 3.34499 1.73505 4.7277 1.45712 HEUR 2 75 20 14.7755 75 21 30.4039 75 40 33.6943 75 41 48.665 75 42 31.4341 75 43 147.552 75 44 82.6002 75 45 94.8073 75 46 37.7905 75 47 30.8376 75 30 15.3225 75 31 32.4201 75 32 32.4285 75 33 15.3225 # ARGUMENTS VAR RATIO 10 TREE 76 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 5 8 13 1 6 11 3 VALUE 3 1 0.856686 10 3 0.865047 8 5 0.458091 0 1 0.760739 1 5 0.0307982 1 1 0.656306 2 2 0.0568328 8 4 0.918751 7 1 0.734757 9 1 0.442838 5 5 0.898071 8 5 0.562579 7 4 0.214158 5 5 0.902248 7 4 0.0542329 9 2 0.815695 9 5 0.591824 5 2 0.283658 9 5 0.906991 1 1 0.0780188 7 4 0.961345 5 4 0.968449 10 5 0.170658 9 4 0.898872 9 1 0.55761 5 1 0.0378252 2 4 0.294065 6 1 0.792808 6 3 0.177161 2 2 0.198821 7 2 0.951217 7 2 0.527036 5 1 0.772008 1 3 0.281945 10 2 0.121513 9 5 0.901702 10 5 0.375623 1 4 0.648363 9 4 0.728452 7 2 0.0455549 4 3 0.536262 7 3 0.423509 7 5 0.999483 3 2 0.799888 6 1 0.160044 4 1 0.00891672 5 2 0.608184 STREAMCOST 3.08917 1.66378 4.22194 3.79025 2.0165 7.76647 4.44066 5.27061 8.97105 7.28396 8.67036 HEUR 2 76 20 29.1333 76 21 34.1335 76 40 35.5233 76 41 121.745 76 42 54.7467 76 43 209.88 76 44 62.1248 76 45 151.751 76 46 49.5969 76 47 46.1683 76 30 29.2502 76 31 34.3312 76 32 34.3377 76 33 29.2489 # ARGUMENTS VAR RATIO 10 TREE 77 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 14 1 10 6 12 1 3 VALUE 8 1 0.341151 8 5 0.326151 8 3 0.692414 2 3 0.545423 9 3 0.424082 7 1 0.83668 8 3 0.92346 3 4 0.281018 10 4 0.0609803 4 4 0.057316 3 4 0.860189 4 5 0.175775 10 1 0.663448 3 3 0.0667991 6 4 0.922193 0 1 0.431908 3 2 0.932598 1 5 0.54671 7 3 0.345204 0 1 0.822893 5 2 0.0087304 1 1 0.64437 5 1 0.263553 3 3 0.385704 7 3 0.939304 10 2 0.729394 7 2 0.131155 9 2 0.783274 3 2 0.549147 3 1 0.129451 4 3 0.260351 10 5 0.367043 5 3 0.0247588 10 2 0.947294 9 2 0.248328 7 4 0.0499764 5 1 0.229737 5 5 0.589072 5 2 0.540421 1 2 0.257638 9 5 0.0236792 7 1 0.998633 1 2 0.634664 4 1 0.867622 5 4 0.389655 3 4 0.541978 5 1 0.422903 STREAMCOST 8.34871 5.15946 2.98838 6.54493 5.63477 3.19654 5.73479 9.45508 3.4938 2.99237 9.13979 HEUR 2 77 20 8.94719 77 21 16.3162 77 40 35.8733 77 41 15.9867 77 42 24.989 77 43 93.4652 77 44 67.5693 77 45 40.6907 77 46 52.1223 77 47 39.5531 77 30 8.95899 77 31 16.5842 77 32 36.7039 77 33 23.6652 # ARGUMENTS VAR RATIO 10 TREE 78 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 1 14 11 9 12 9 13 VALUE 3 5 0.760621 4 5 0.831235 6 2 0.751553 0 3 0.487432 4 4 0.951832 10 4 0.738734 7 2 0.476287 5 5 0.664084 9 2 0.450284 9 5 0.883069 7 3 0.205147 2 4 0.933401 5 2 0.90475 1 1 0.321827 9 2 0.877715 9 5 0.0109209 10 2 0.648959 8 3 0.570484 9 4 0.43932 10 4 0.411386 6 1 0.056091 0 3 0.113929 3 5 0.757836 7 1 0.0822902 8 1 0.300945 3 5 0.3686 7 2 0.846101 9 4 0.761663 1 2 0.178158 0 5 0.779854 6 4 0.458886 6 3 0.739643 3 3 0.172787 9 4 0.269805 1 3 0.28754 1 3 0.409035 6 5 0.266307 5 4 0.707477 7 4 0.71145 5 5 0.600547 7 1 0.751843 5 5 0.829935 4 2 0.290121 7 3 0.3022 9 2 0.42267 10 4 0.939998 0 3 0.418699 1 5 0.893077 5 3 0.944955 6 1 0.967964 2 3 0.620844 6 5 0.553699 2 5 0.664989 3 4 0.0135617 9 2 0.582047 5 1 0.420761 4 1 0.884541 0 2 0.569456 3 1 0.627986 3 2 0.368612 2 2 0.823032 5 5 0.0633558 7 1 0.549598 8 1 0.775235 6 2 0.68281 10 2 0.631728 2 4 0.141241 5 4 0.0815784 10 3 0.825191 STREAMCOST 6.85241 3.968 5.01179 1.5163 1.55698 5.30031 7.62371 7.37712 7.46377 4.63928 3.97686 HEUR 2 78 20 13.1274 78 21 14.6871 78 40 36.4236 78 41 39.8574 78 42 28.0343 78 43 180.769 78 44 121.395 78 45 44.7241 78 46 20.0783 78 47 17.9133 78 30 14.073 78 31 18.7897 78 32 34.7045 78 33 14.073 # ARGUMENTS VAR RATIO 10 TREE 79 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 8 6 8 7 8 13 3 VALUE 4 5 0.874212 3 1 0.779174 6 5 0.0610898 0 1 0.22758 0 4 0.998237 9 2 0.793325 9 3 0.456245 6 5 0.514931 0 2 0.888374 2 2 0.341006 7 2 0.8324 2 5 0.407668 6 3 0.298726 0 1 0.963144 9 5 0.66407 8 1 0.752144 6 5 0.657349 10 1 0.0850693 2 3 0.906904 8 5 0.310338 2 4 0.939182 2 4 0.854201 6 3 0.0740994 6 2 0.27904 4 4 0.824896 4 5 0.212803 6 1 0.0519247 4 4 0.924134 7 4 0.509204 3 5 0.00458459 3 4 0.539646 7 3 0.400046 8 1 0.210544 6 5 0.223791 7 5 0.0253136 8 2 0.732907 8 5 0.382176 6 2 0.655369 5 1 0.387776 8 2 0.785343 1 5 0.622115 5 5 0.726665 6 4 0.0608957 7 4 0.0530045 8 4 0.880968 3 5 0.936824 9 1 0.0757745 10 1 0.215232 1 3 0.833256 5 1 0.654379 7 4 0.829095 9 2 0.274361 2 3 0.349938 STREAMCOST 7.40846 9.40107 3.22626 8.92821 6.85011 1.3682 8.32073 8.94394 7.26987 8.34805 6.73904 HEUR 2 79 20 65.976 79 21 69.2953 79 40 75.2858 79 41 173.971 79 42 80.0543 79 43 285.605 79 44 155.299 79 45 236.325 79 46 91.2271 79 47 83.2892 79 30 67.3636 79 31 71.338 79 32 71.6015 79 33 67.3636 # ARGUMENTS VAR RATIO 10 TREE 80 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 8 11 11 8 5 3 11 VALUE 8 5 0.88254 7 4 0.211653 10 2 0.640696 2 5 0.120506 3 5 0.76273 0 2 0.2846 8 3 0.64676 9 2 0.200124 9 5 0.469758 4 4 0.809641 9 1 0.916612 7 4 0.290524 5 2 0.0541835 4 4 0.486396 6 5 0.183588 8 1 0.975617 2 3 0.47525 5 1 0.445059 3 5 0.0323481 6 4 0.529323 5 1 0.682772 5 4 0.234636 6 3 0.173982 1 4 0.150861 7 5 0.141765 10 2 0.0767872 5 5 0.221768 1 4 0.714823 4 3 0.118411 1 1 0.714947 8 2 0.718685 9 5 0.426891 0 5 0.340571 0 4 0.737853 3 4 0.442641 10 2 0.622531 1 5 0.201663 2 4 0.8264 8 5 0.304129 7 3 0.575297 8 5 0.257521 10 5 0.00538354 4 3 0.11096 0 5 0.210554 3 4 0.799128 1 1 0.697372 6 2 0.985008 6 2 0.902883 2 3 0.962605 9 4 0.555487 8 5 0.976526 5 4 0.195726 1 2 0.401141 6 5 0.873561 3 5 0.360117 2 3 0.782382 3 2 0.766514 STREAMCOST 7.78234 4.69856 4.31322 7.11873 1.12584 5.87001 8.40114 9.40613 2.17869 3.98077 4.68097 HEUR 2 80 20 77.276 80 21 86.0281 80 40 90.5825 80 41 138.728 80 42 107.785 80 43 209.776 80 44 171.264 80 45 182.435 80 46 113.383 80 47 111.56 80 30 83.2695 80 31 89.1378 80 32 89.2024 80 33 83.2695 # ARGUMENTS VAR RATIO 10 TREE 81 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 6 8 6 13 14 10 14 VALUE 9 5 0.122817 0 1 0.24821 5 3 0.10928 0 5 0.785151 2 2 0.606396 4 1 0.768317 2 3 0.996265 2 3 0.545007 5 1 0.0957318 4 4 0.465405 8 4 0.394309 10 5 0.624822 5 3 0.937599 9 4 0.325636 7 5 0.461019 7 2 0.922267 0 5 0.813248 7 1 0.331006 10 2 0.41591 1 3 0.185404 8 1 0.0117848 6 5 0.256727 0 2 0.222116 0 1 0.714929 5 2 0.88123 5 2 0.215668 0 2 0.195446 3 4 0.157163 0 5 0.661478 3 5 0.442595 1 5 0.557804 10 5 0.339039 4 4 0.0131597 8 4 0.0220255 2 2 0.264035 9 3 0.75555 0 1 0.575943 8 1 0.0870377 10 1 0.874216 8 2 0.435085 4 1 0.256277 2 4 0.440269 8 1 0.136338 2 2 0.293331 0 3 0.757195 8 5 0.952373 7 2 0.254182 10 2 0.661504 1 3 0.503859 4 2 0.0408397 10 4 0.163922 1 2 0.943705 7 3 0.456392 10 1 0.0830621 7 5 0.833754 2 2 0.291738 4 1 0.472298 2 4 0.155695 4 2 0.726152 1 4 0.215609 9 4 0.598066 6 5 0.602502 1 4 0.950926 0 5 0.452221 3 5 0.64803 5 4 0.476131 7 4 0.854026 6 1 0.544614 9 3 0.0440725 4 5 0.963557 5 5 0.130532 STREAMCOST 2.18068 8.50596 3.55063 2.56752 1.54795 4.37907 8.87759 2.89697 7.1639 4.4561 5.17802 HEUR 2 81 20 34.6028 81 21 34.9343 81 40 35.7804 81 41 78.6804 81 42 43.0516 81 43 194.084 81 44 87.7409 81 45 119.445 81 46 48.1419 81 47 38.9846 81 30 35.052 81 31 35.1394 81 32 35.2336 81 33 35.052 # ARGUMENTS VAR RATIO 10 TREE 82 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 5 2 10 6 10 12 12 VALUE 8 3 0.655618 10 5 0.997434 0 5 0.496798 2 4 0.13405 7 4 0.562784 6 4 0.64478 9 5 0.408151 3 2 0.808519 7 4 0.354424 5 1 0.0695088 2 1 0.0556911 9 5 0.588034 6 1 0.286732 3 2 0.366343 10 1 0.179185 4 3 0.0535427 6 4 0.609701 0 4 0.384491 3 5 0.800214 9 2 0.329789 1 1 0.84898 2 1 0.164599 8 5 0.538211 10 4 0.0929058 1 2 0.937936 1 1 0.720805 5 1 0.451506 0 2 0.154023 5 5 0.993074 6 1 0.0966298 8 1 0.531497 0 4 0.464272 6 1 0.693492 9 1 0.274778 7 3 0.347661 9 4 0.159047 10 5 0.692643 4 5 0.232133 0 1 0.733921 3 5 0.727362 7 1 0.450929 3 2 0.283496 4 5 0.805352 6 5 0.95245 0 2 0.991375 3 2 0.291022 5 2 0.409046 10 1 0.453007 0 1 0.3372 2 2 0.584494 7 2 0.341097 8 1 0.276538 3 4 0.538688 0 4 0.323951 7 2 0.171612 10 2 0.753662 8 2 0.891999 STREAMCOST 2.949 7.04901 8.95835 7.11395 4.19761 2.4067 5.01382 3.87725 8.22096 1.01659 7.49431 HEUR 2 82 20 42.8041 82 21 49.884 82 40 55.8419 82 41 84.5739 82 42 57.1436 82 43 220.3 82 44 108.452 82 45 134.29 82 46 63.7365 82 47 63.2895 82 30 45.377 82 31 48.7685 82 32 56.1912 82 33 45.4703 # ARGUMENTS VAR RATIO 10 TREE 83 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 4 9 11 13 10 14 12 VALUE 3 5 0.0782056 3 2 0.386736 2 4 0.604043 3 1 0.294077 0 3 0.473151 0 5 0.387084 2 5 0.353193 5 1 0.127524 4 3 0.660281 9 2 0.34465 4 5 0.694759 2 2 0.0273369 1 2 0.623145 7 5 0.26922 1 3 0.509474 6 2 0.212563 0 4 0.947478 3 2 0.32489 7 2 0.408561 10 5 0.114718 1 2 0.598284 10 3 0.997118 8 1 0.382344 1 2 0.710431 3 4 0.682334 6 3 0.499879 2 5 0.00296687 8 5 0.896492 10 3 0.662782 8 4 0.622928 10 2 0.931865 9 4 0.355178 3 3 0.717895 0 4 0.307288 6 3 0.773905 4 3 0.483456 2 1 0.775744 2 5 0.897009 3 4 0.199331 8 2 0.56204 6 5 0.0111131 0 3 0.334859 6 1 0.582474 6 2 0.198427 8 1 0.620744 9 5 0.145313 8 5 0.746839 9 4 0.520404 10 5 0.517631 5 1 0.0278316 3 2 0.331106 5 3 0.131646 10 3 0.802556 10 2 0.502595 1 1 0.495161 2 2 0.96904 1 1 0.586791 6 4 0.619138 7 4 0.0940501 10 2 0.243721 8 3 0.196086 9 3 0.742292 7 1 0.604491 6 5 0.107029 9 3 0.831148 4 1 0.344118 3 4 0.0242558 8 1 0.726188 5 3 0.733175 7 2 0.540667 1 1 0.525138 5 5 0.649448 3 4 0.484741 STREAMCOST 2.11828 8.01708 8.48774 1.44224 4.79301 7.32644 6.61077 2.73649 3.48595 5.29679 4.60005 HEUR 2 83 20 27.1398 83 21 27.1459 83 40 33.5678 83 41 66.3694 83 42 33.9607 83 43 192.032 83 44 114.127 83 45 138.485 83 46 37.5885 83 47 32.2183 83 30 27.165 83 31 27.165 83 32 27.2768 83 33 27.165 # ARGUMENTS VAR RATIO 10 TREE 84 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 1 9 6 8 4 5 10 VALUE 4 5 0.726756 1 2 0.173589 1 2 0.929543 4 4 0.131019 1 2 0.93135 5 4 0.967004 0 2 0.760965 7 1 0.535613 2 5 0.514101 9 3 0.940533 6 1 0.396799 6 3 0.178591 9 1 0.374445 10 3 0.356274 8 5 0.5845 7 4 0.209624 6 5 0.990964 1 4 0.553223 9 2 0.236337 3 2 0.330998 7 1 0.0921273 9 2 0.161117 1 3 0.804649 3 4 0.194842 0 1 0.436234 7 3 0.994619 1 2 0.119316 6 1 0.120308 8 1 0.132988 1 2 0.433014 4 2 0.227262 0 4 0.624837 4 3 0.148835 4 3 0.451535 1 3 0.415209 10 2 0.264414 10 1 0.451837 7 1 0.807343 7 4 0.0589193 5 2 0.832364 1 2 0.946785 2 1 0.0172845 9 5 0.573776 STREAMCOST 8.29922 8.14684 9.64716 9.09286 1.11458 6.39075 3.54804 9.7845 3.04588 4.16336 1.02459 HEUR 2 84 20 11.1089 84 21 13.1664 84 40 26.5575 84 41 30.9172 84 42 16.6898 84 43 147.579 84 44 63.3061 84 45 28.5536 84 46 18.8325 84 47 18.7595 84 30 11.5047 84 31 13.1664 84 32 27.3621 84 33 11.5047 # ARGUMENTS VAR RATIO 10 TREE 85 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 10 14 8 8 5 1 10 VALUE 8 2 0.633915 5 4 0.37325 3 2 0.828435 8 5 0.648639 1 5 0.251301 2 4 0.405553 2 5 0.253949 2 1 0.213787 7 2 0.985435 4 2 0.337571 6 1 0.0147652 4 3 0.689142 1 5 0.13392 3 1 0.719189 4 3 0.182406 4 1 0.182961 7 3 0.274615 0 1 0.598592 3 4 0.441258 2 1 0.626273 5 3 0.846278 6 4 0.23958 6 2 0.627623 2 3 0.0937653 5 3 0.416742 9 5 0.419632 7 2 0.655714 10 4 0.100369 2 1 0.121185 6 5 0.978161 2 4 0.851658 6 5 0.311778 10 5 0.655202 0 2 0.864826 4 4 0.968318 7 5 0.9545 0 5 0.740125 5 2 0.681698 9 1 0.211262 9 1 0.089684 6 5 0.27306 9 3 0.609435 4 1 0.226836 4 1 0.221662 1 4 0.0818698 5 3 0.368499 9 1 0.515261 5 4 0.112478 3 3 0.67996 4 4 0.558805 10 4 0.0193448 10 2 0.924069 1 1 0.465166 1 4 0.40916 3 5 0.972912 3 1 0.873611 STREAMCOST 5.82969 1.54477 1.50615 5.12203 5.87707 8.48234 6.4415 4.02397 8.27699 9.48733 9.57457 HEUR 2 85 20 40.3889 85 21 57.4455 85 40 54.2583 85 41 114.929 85 42 57.7447 85 43 262.297 85 44 89.793 85 45 207.171 85 46 80.4812 85 47 76.887 85 30 45.6955 85 31 57.503 85 32 57.5081 85 33 45.6958 # ARGUMENTS VAR RATIO 10 TREE 86 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 4 15 4 14 3 2 12 VALUE 8 2 0.783491 7 3 0.589218 8 3 0.991951 9 4 0.486753 2 2 0.921258 9 3 0.799829 6 4 0.646008 9 1 0.0572255 2 2 0.0542986 1 2 0.397926 8 5 0.7167 3 1 0.679618 2 5 0.913353 3 4 0.518298 5 3 0.74448 1 4 0.738248 0 4 0.987681 0 3 0.345989 3 4 0.308123 2 5 0.138433 7 3 0.00737746 3 3 0.997285 7 5 0.451964 8 5 0.210785 5 3 0.97427 8 1 0.948781 2 3 0.319478 9 1 0.305873 2 2 0.92807 5 2 0.765827 7 4 0.345685 7 5 0.299581 4 5 0.993431 0 3 0.328205 10 4 0.502108 2 2 0.279475 9 4 0.706828 10 5 0.110916 5 1 0.610391 9 1 0.0671235 6 4 0.54197 3 5 0.410302 2 5 0.190513 8 3 0.504544 1 5 0.927561 2 3 0.896759 9 1 0.65211 2 5 0.284465 1 4 0.816155 3 3 0.272388 9 3 0.823817 1 5 0.433442 0 1 0.466149 0 3 0.530649 STREAMCOST 8.84639 4.28521 4.33781 7.0203 7.32868 4.58308 4.97926 2.33811 4.4228 4.41976 5.49567 HEUR 2 86 20 61.3698 86 21 66.6451 86 40 78.5782 86 41 123.948 86 42 77.455 86 43 236.095 86 44 114.401 86 45 113.014 86 46 83.3262 86 47 82.345 86 30 62.5381 86 31 69.1343 86 32 75.349 86 33 62.5381 # ARGUMENTS VAR RATIO 10 TREE 87 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 10 14 15 5 15 9 2 VALUE 6 2 0.623701 9 5 0.547453 0 4 0.731705 10 3 0.617039 3 4 0.200488 3 3 0.182911 1 2 0.24154 4 2 0.761911 6 2 0.738511 2 2 0.976077 2 1 0.611222 4 4 0.35125 2 1 0.352241 2 4 0.940858 1 1 0.303193 2 4 0.985488 2 2 0.48428 3 3 0.65391 0 1 0.232142 2 5 0.952482 9 4 0.56541 2 1 0.637893 4 1 0.391074 4 5 0.947083 3 4 0.903079 5 3 0.358378 5 2 0.711788 1 4 0.648851 10 4 0.0464393 8 2 0.933886 1 4 0.537586 7 1 0.207152 4 1 0.502542 9 3 0.847186 10 5 0.475579 8 2 0.470577 3 3 0.685138 2 5 0.305946 2 2 0.3617 1 4 0.264727 4 1 0.339215 4 3 0.432898 8 3 0.0970948 6 5 0.486442 1 1 0.691058 6 3 0.353465 9 3 0.734652 2 3 0.604985 0 1 0.405277 10 2 0.0992602 1 3 0.989895 5 4 0.00905449 4 3 0.476811 0 2 0.823252 10 3 0.589885 9 3 0.836866 8 5 0.807971 5 2 0.903683 10 3 0.132762 0 3 0.315129 9 5 0.190981 4 5 0.0145587 10 1 0.0609735 0 2 0.92655 5 5 0.65541 3 3 0.460782 4 3 0.0312397 2 1 0.941576 9 4 0.844222 7 2 0.277312 STREAMCOST 3.25539 4.4672 4.40665 6.66268 4.0971 5.422 8.02644 9.88017 1.5462 5.10385 8.62743 HEUR 2 87 20 53.0931 87 21 65.4672 87 40 63.827 87 41 106.954 87 42 74.7368 87 43 214.365 87 44 134.893 87 45 162.109 87 46 100.545 87 47 89.2966 87 30 54.8937 87 31 63.832 87 32 63.8695 87 33 54.8937 # ARGUMENTS VAR RATIO 10 TREE 88 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 10 10 8 14 8 10 14 VALUE 7 4 0.231405 7 1 0.717338 9 2 0.968366 1 1 0.456841 6 5 0.187389 0 2 0.0899222 7 5 0.29648 5 1 0.876836 10 2 0.0117741 4 1 0.581446 6 1 0.0715586 8 4 0.312566 7 4 0.172187 0 2 0.166396 3 3 0.358258 2 5 0.966307 7 5 0.400834 9 3 0.0321628 6 4 0.648167 9 5 0.703933 3 2 0.686971 4 2 0.978644 0 2 0.168204 6 5 0.535846 4 3 0.544834 2 4 0.920553 6 4 0.0407949 2 4 0.0392846 7 3 0.318368 0 2 0.818068 9 4 0.115167 10 4 0.0899111 6 1 0.176028 2 2 0.383707 2 4 0.0244276 2 1 0.255399 9 2 0.992944 1 4 0.182276 0 5 0.0219814 0 1 0.165964 4 1 0.854637 7 1 0.99665 5 1 0.0262199 7 3 0.337413 10 1 0.529542 10 3 0.975934 9 4 0.921176 4 3 0.418012 0 4 0.358356 0 5 0.134681 9 4 0.919268 10 1 0.950423 8 3 0.847604 2 2 0.540922 7 1 0.341386 1 1 0.726495 9 2 0.633781 0 4 0.625968 1 5 0.122423 9 3 0.369264 5 5 0.385115 5 4 0.94371 6 3 0.28209 0 4 0.338277 2 1 0.933842 3 4 0.364019 6 4 0.0457723 10 1 0.199475 10 4 0.401622 1 2 0.0825612 7 4 0.523731 3 2 0.404923 10 5 0.791744 5 5 0.938029 STREAMCOST 8.64988 4.21128 3.37317 3.68197 7.6056 2.03991 2.8997 5.068 6.62077 9.80139 5.75262 HEUR 2 88 20 39.3962 88 21 31.3907 88 40 40.2507 88 41 122.379 88 42 48.2319 88 43 209.231 88 44 133.127 88 45 142.869 88 46 46.7542 88 47 43.5492 88 30 39.8433 88 31 39.8594 88 32 39.8763 88 33 39.8433 # ARGUMENTS VAR RATIO 10 TREE 89 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 8 6 4 11 4 5 2 VALUE 6 3 0.247921 0 2 0.152595 10 3 0.273174 1 5 0.416964 3 5 0.368389 3 5 0.114604 4 4 0.12694 1 5 0.4057 2 4 0.778772 1 3 0.830433 5 1 0.372587 6 5 0.0630985 4 3 0.898782 10 4 0.806031 2 1 0.237402 3 1 0.534736 4 5 0.832065 5 3 0.347448 6 2 0.245387 1 1 0.104029 9 1 0.0986451 0 4 0.239917 9 3 0.598835 2 4 0.992704 7 2 0.941036 4 3 0.940623 0 1 0.560986 6 2 0.318181 3 3 0.957728 6 5 0.790109 0 3 0.759409 3 3 0.0656156 9 2 0.119 5 5 0.533513 1 4 0.761374 0 2 0.259829 9 5 0.120273 1 3 0.646445 6 1 0.741337 7 5 0.860072 STREAMCOST 3.2474 6.15608 3.02274 9.30239 1.43632 4.21037 2.68436 9.89351 9.73372 2.80684 7.72176 HEUR 2 89 20 51.4121 89 21 75.4033 89 40 76.7897 89 41 105.453 89 42 78.0091 89 43 176.933 89 44 119.651 89 45 129.39 89 46 88.823 89 47 88.5861 89 30 53.3212 89 31 75.9448 89 32 76.6112 89 33 53.3212 # ARGUMENTS VAR RATIO 10 TREE 90 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 3 13 3 3 15 5 14 VALUE 4 1 0.645357 2 4 0.334051 4 4 0.403833 2 4 0.635206 1 3 0.57553 6 2 0.367772 1 2 0.422786 2 5 0.55252 3 5 0.366701 5 2 0.68756 5 4 0.979511 7 1 0.385004 9 1 0.0402207 8 5 0.811474 6 1 0.0248215 6 3 0.968262 1 5 0.639278 9 4 0.689881 1 4 0.220523 6 5 0.681593 3 5 0.946958 5 2 0.547737 8 5 0.995074 3 4 0.48436 3 5 0.489215 6 1 0.635172 7 3 0.013416 8 5 0.304222 2 4 0.94282 4 4 0.753556 7 4 0.305953 4 1 0.59567 3 5 0.742484 9 1 0.581074 4 5 0.0584735 7 5 0.958979 4 1 0.755067 5 3 0.0425459 7 5 0.689299 6 5 0.0879675 10 5 0.904333 1 2 0.663864 5 5 0.665615 1 4 0.499739 1 3 0.488199 3 1 0.0651107 1 3 0.345908 7 2 0.288667 3 1 0.911672 6 1 0.142401 8 1 0.66151 1 2 0.548736 5 3 0.640021 10 2 0.932261 0 3 0.0789674 1 2 0.488767 STREAMCOST 8.52653 2.69279 6.38078 7.06506 1.02619 9.08709 4.50325 3.62425 2.51588 1.83091 5.88367 HEUR 2 90 20 61.1387 90 21 64.4989 90 40 70.629 90 41 112.877 90 42 83.7838 90 43 209.898 90 44 108.823 90 45 128.791 90 46 88.1472 90 47 84.6271 90 30 64.8231 90 31 67.0843 90 32 69.8643 90 33 65.3005 # ARGUMENTS VAR RATIO 10 TREE 91 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 4 15 5 8 5 9 2 VALUE 10 2 0.458377 7 3 0.652363 3 3 0.749855 10 2 0.627402 4 5 0.196607 0 3 0.342609 1 2 0.33752 7 3 0.917318 5 1 0.518642 0 4 0.582168 6 4 0.039018 0 1 0.421927 1 2 0.649603 0 4 0.770298 8 1 0.740476 5 3 0.651749 7 1 0.0692565 0 2 0.74693 10 1 0.247061 5 3 0.676276 10 3 0.659566 5 2 0.465762 2 2 0.811076 10 5 0.107674 8 3 0.384509 8 2 0.384992 1 4 0.110213 8 2 0.287916 3 4 0.965376 1 5 0.671959 5 2 0.970498 5 3 0.25377 6 3 0.337457 1 1 0.615819 5 3 0.236432 10 2 0.357917 4 5 0.218225 8 4 0.874845 10 2 0.995632 9 5 0.674145 9 1 0.768024 9 1 0.912084 10 3 0.266354 5 2 0.629951 10 2 0.374728 2 5 0.469458 2 5 0.854135 4 3 0.811725 STREAMCOST 8.53761 4.98903 9.07967 5.8538 8.2184 6.58974 3.50728 2.93214 3.5552 9.65408 2.80296 HEUR 2 91 20 71.1123 91 21 87.935 91 40 92.3044 91 41 122.123 91 42 97.5659 91 43 167.007 91 44 136.907 91 45 173.289 91 46 106.121 91 47 101.861 91 30 71.659 91 31 87.8432 91 32 90.3309 91 33 72.3868 # ARGUMENTS VAR RATIO 10 TREE 92 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 14 14 12 4 7 13 8 VALUE 0 1 0.0927449 9 2 0.353322 10 3 0.020795 4 4 0.938581 3 4 0.446177 9 3 0.291518 7 5 0.739001 4 2 0.28928 6 3 0.325136 8 3 0.855836 5 4 0.498465 8 1 0.870132 2 1 0.970679 4 5 0.7734 5 5 0.999631 3 1 0.11905 9 2 0.695444 2 3 0.00779021 1 5 0.635982 8 3 0.107666 9 4 0.408792 5 3 0.524914 0 4 0.054292 7 1 0.0681081 2 3 0.161735 5 2 0.823555 9 2 0.924491 4 4 0.066938 7 2 0.0278188 9 3 0.485903 3 2 0.243806 1 3 0.0865468 8 4 0.31354 8 4 0.544534 10 1 0.385644 7 4 0.0294686 3 2 0.364629 9 1 0.815632 2 2 0.494154 8 5 0.826031 4 3 0.340216 8 3 0.445884 10 3 0.967928 5 4 0.184608 2 1 0.472538 10 1 0.942923 10 1 0.411567 10 1 0.536352 4 1 0.878239 3 1 0.575086 8 3 0.447552 9 1 0.231719 5 5 0.858359 6 3 0.886437 5 3 0.633976 7 2 0.945894 1 2 0.103063 7 3 0.185468 4 2 0.652932 0 3 0.555478 3 4 0.970149 5 1 0.0319315 6 1 0.0114149 10 5 0.704106 9 5 0.967352 1 2 0.519513 3 2 0.399725 0 1 0.4849 0 5 0.286107 6 1 0.00852029 3 5 0.420921 2 4 0.166924 STREAMCOST 6.65883 9.0282 3.14396 4.08491 6.65397 7.50686 4.9675 4.30521 6.16726 9.5792 9.87678 HEUR 2 92 20 54.3857 92 21 61.5111 92 40 61.3078 92 41 184.118 92 42 66.4504 92 43 281.368 92 44 95.7306 92 45 166.463 92 46 87.9573 92 47 86.103 92 30 59.8655 92 31 60.911 92 32 60.9111 92 33 60.1374 # ARGUMENTS VAR RATIO 10 TREE 93 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 10 9 10 14 5 4 15 VALUE 1 3 0.134249 7 3 0.999377 1 4 0.437357 5 4 0.745505 1 2 0.411255 4 5 0.84502 9 3 0.503697 5 4 0.693179 1 1 0.07367 0 1 0.622292 1 4 0.0586552 9 3 0.0526458 9 3 0.316538 4 3 0.802514 0 4 0.173439 8 4 0.0925353 9 5 0.985412 9 2 0.271675 1 3 0.0764806 5 2 0.654865 1 2 0.468788 4 1 0.278609 7 2 0.812037 6 1 0.860405 9 5 0.902304 5 1 0.465712 7 5 0.925675 1 1 0.176463 10 3 0.116601 10 5 0.57881 9 1 0.328503 0 5 0.422065 4 4 0.612806 8 5 0.642856 7 1 0.907089 5 4 0.205365 0 4 0.920338 2 1 0.0303859 8 1 0.17917 2 3 0.212763 9 3 0.283178 6 4 0.218527 2 5 0.421453 1 2 0.772101 10 1 0.300793 8 2 0.787742 3 3 0.551326 3 5 0.305007 6 3 0.77128 4 1 0.0213136 1 1 0.854696 0 1 0.918598 0 5 0.446507 0 5 0.973277 4 4 0.00115605 7 2 0.423581 9 1 0.0972434 6 1 0.179885 6 5 0.473086 8 1 0.263096 8 3 0.3732 6 4 0.216059 8 2 0.77377 6 4 0.0214932 0 2 0.533167 6 5 0.493263 9 1 0.827952 STREAMCOST 4.45521 2.16101 2.6745 8.20235 5.35324 3.28743 1.24337 9.54102 7.23188 4.64968 5.29989 HEUR 2 93 20 30.3175 93 21 28.8563 93 40 31.2547 93 41 81.3498 93 42 34.1784 93 43 203.801 93 44 70.2704 93 45 101.946 93 46 48.2396 93 47 42.0404 93 30 30.505 93 31 30.7811 93 32 30.8339 93 33 30.5213 # ARGUMENTS VAR RATIO 10 TREE 94 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 11 12 10 9 11 9 7 VALUE 4 3 0.222822 4 1 0.511907 4 1 0.76383 10 3 0.494813 9 5 0.880275 3 4 0.773423 4 2 0.401972 3 2 0.773063 1 2 0.416737 10 1 0.0281041 9 3 0.229091 7 5 0.29909 2 1 0.992406 6 5 0.516655 5 1 0.805959 1 1 0.637232 9 5 0.556977 4 2 0.730576 6 2 0.373046 0 2 0.143544 3 3 0.161518 2 5 0.269876 4 1 0.246193 2 1 0.876629 10 2 0.685299 10 1 0.90812 6 2 0.573291 4 2 0.687013 3 3 0.219783 9 3 0.622321 3 5 0.94398 10 5 0.631268 6 4 0.227164 2 4 0.468526 8 3 0.840196 4 5 0.632463 4 3 0.0604339 0 5 0.017089 1 4 0.189853 8 4 0.631768 0 4 0.0476758 6 2 0.485914 8 2 0.685211 5 3 0.639834 10 3 0.227072 4 5 0.30406 5 1 0.921354 9 4 0.158033 8 4 0.748053 3 3 0.559362 8 4 0.709839 9 5 0.717952 2 2 0.939667 5 4 0.0461999 5 2 0.705388 1 5 0.321408 7 1 0.546781 2 4 0.418078 7 4 0.461357 8 5 0.744382 4 1 0.682492 2 3 0.275957 2 1 0.426563 4 4 0.0104921 0 2 0.810583 1 3 0.0599308 9 4 0.636441 3 2 0.0834491 10 4 0.177141 STREAMCOST 5.62839 7.20508 1.94809 2.77836 7.64745 9.71702 9.10004 2.56691 1.71752 1.59503 8.7768 HEUR 2 94 20 41.9903 94 21 41.1402 94 40 51.3902 94 41 88.0354 94 42 58.1105 94 43 156.471 94 44 133.859 94 45 143.694 94 46 51.411 94 47 43.1095 94 30 46.1276 94 31 46.166 94 32 46.2274 94 33 46.1276 # ARGUMENTS VAR RATIO 10 TREE 95 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 4 4 3 10 14 4 11 VALUE 3 3 0.786283 9 4 0.724238 5 3 0.649055 8 3 0.97474 5 3 0.248183 10 4 0.494263 3 3 0.521284 3 4 0.96975 9 2 0.722108 4 5 0.829491 9 2 0.998026 2 5 0.531972 3 2 0.64058 0 5 0.303053 7 4 0.631738 2 1 0.21367 3 3 0.685437 10 2 0.349573 10 5 0.824037 4 4 0.354496 7 3 0.203729 0 5 0.584677 4 1 0.815037 1 5 0.313152 3 5 0.933547 3 4 0.237869 3 3 0.0392335 6 1 0.851992 2 2 0.362917 8 2 0.313173 10 1 0.578503 6 4 0.0449126 7 5 0.462185 7 1 0.90091 0 1 0.701771 6 4 0.0484525 7 5 0.718726 1 4 0.49525 3 5 0.0278364 10 5 0.459125 7 2 0.590594 10 4 0.558311 10 2 0.0478609 2 5 0.534354 7 4 0.95836 8 4 0.718584 5 1 0.948984 1 2 0.974937 7 2 0.138953 0 1 0.184058 STREAMCOST 6.73429 6.47789 5.64498 5.67005 9.39316 5.95479 6.16123 1.88297 1.59819 6.32346 9.83729 HEUR 2 95 20 72.1281 95 21 109.001 95 40 116.744 95 41 127.422 95 42 121.444 95 43 198.9 95 44 137.3 95 45 122.641 95 46 140.961 95 47 135.391 95 30 72.7966 95 31 112.817 95 32 112.818 95 33 72.7977 # ARGUMENTS VAR RATIO 10 TREE 96 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 4 8 14 14 13 1 14 VALUE 7 4 0.586266 1 3 0.0924008 5 3 0.248604 6 4 0.038957 3 2 0.929577 3 5 0.510563 7 2 0.322029 3 3 0.143172 2 1 0.886081 4 1 0.746842 8 5 0.617815 7 5 0.96629 3 4 0.661387 8 4 0.832003 0 1 0.89994 5 1 0.920828 7 1 0.126965 10 4 0.469592 0 3 0.139751 2 2 0.436162 0 5 0.252082 7 1 0.823007 4 2 0.886676 4 1 0.174852 4 1 0.854225 7 2 0.326387 10 2 0.388845 8 2 0.695833 1 5 0.688506 3 3 0.889334 4 3 0.467214 10 1 0.76844 7 2 0.0295083 9 4 0.857109 9 5 0.845343 3 2 0.27692 5 2 0.831122 2 2 0.305114 6 4 0.991301 6 5 0.244268 5 1 0.523021 10 5 0.368073 0 1 0.0999741 2 4 0.843728 5 3 0.563938 8 4 0.142802 4 4 0.559172 8 1 0.309415 7 1 0.29104 0 5 0.355053 4 5 0.502493 1 1 0.752629 8 4 0.364304 6 3 0.24322 2 2 0.292772 10 2 0.0712746 10 2 0.17228 1 1 0.331561 8 2 0.873946 2 5 0.871411 10 5 0.293755 10 4 0.546318 2 3 0.833117 1 2 0.703769 5 5 0.722358 0 1 0.933537 4 5 0.564135 4 5 0.24208 STREAMCOST 7.52382 4.57477 7.46904 2.17917 9.7965 9.68102 7.17976 2.7605 4.12957 2.88881 8.56079 HEUR 2 96 20 45.1602 96 21 51.0789 96 40 57.6202 96 41 125.023 96 42 60.2981 96 43 229.644 96 44 71.4047 96 45 131.085 96 46 97.8762 96 47 71.1488 96 30 47.2277 96 31 55.308 96 32 55.4718 96 33 47.2277 # ARGUMENTS VAR RATIO 10 TREE 97 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 13 13 15 11 7 2 5 VALUE 5 4 0.238581 3 1 0.976335 5 5 0.0643307 2 1 0.345144 7 2 0.120911 3 3 0.34365 5 5 0.573264 1 4 0.194813 0 1 0.0346397 1 3 0.415151 2 2 0.172397 1 4 0.765395 3 4 0.105441 6 2 0.666782 8 4 0.0237866 4 3 0.174736 1 1 0.427361 3 1 0.637402 1 5 0.342504 2 4 0.0850522 4 5 0.245918 0 2 0.936545 9 2 0.426619 9 1 0.126906 1 3 0.470966 9 2 0.186246 1 4 0.900964 5 5 0.16758 1 5 0.163804 2 1 0.757582 8 5 0.444821 2 3 0.856112 3 1 0.883254 4 1 0.912281 10 5 0.243408 10 2 0.525174 3 4 0.148394 2 3 0.323224 1 3 0.647597 1 1 0.050213 5 2 0.66703 2 2 0.0887829 3 5 0.629167 5 3 0.810315 2 1 0.18682 4 1 0.379443 0 4 0.788202 2 1 0.112298 2 2 0.406877 5 5 0.214792 4 5 0.846452 6 2 0.904661 5 1 0.0587231 2 4 0.753673 1 1 0.964878 5 5 0.912895 3 3 0.813526 2 5 0.240756 0 2 0.0089293 7 5 0.52924 2 1 0.666993 8 4 0.194347 1 5 0.935476 7 2 0.379955 9 2 0.203217 10 3 0.628999 STREAMCOST 5.28887 3.81964 7.66125 3.86797 1.158 7.61413 7.56019 9.48653 5.44516 7.2179 9.35395 HEUR 2 97 20 60.0305 97 21 77.6246 97 40 80.6832 97 41 167.966 97 42 83.7067 97 43 206.714 97 44 105.077 97 45 156.587 97 46 120.299 97 47 112.939 97 30 66.0914 97 31 80.5144 97 32 80.5144 97 33 66.0914 # ARGUMENTS VAR RATIO 10 TREE 98 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 11 5 9 1 5 3 12 VALUE 8 3 0.405972 1 1 0.38856 3 2 0.71777 3 2 0.0825508 9 2 0.994422 4 3 0.933265 6 2 0.477426 9 2 0.989218 7 3 0.675851 7 5 0.959929 8 3 0.122054 7 5 0.297152 6 5 0.190075 7 3 0.0317868 10 1 0.475443 2 5 0.886914 1 5 0.734392 7 1 0.817201 6 3 0.131702 5 4 0.602942 9 1 0.300847 10 5 0.167083 9 3 0.0756972 5 2 0.800485 5 5 0.181243 7 3 0.425993 5 1 0.226997 0 2 0.0176848 2 3 0.99897 1 2 0.203005 3 1 0.988107 9 5 0.60786 10 3 0.745419 3 4 0.728359 7 1 0.708836 3 3 0.19088 4 1 0.639187 3 3 0.255195 3 1 0.908335 2 2 0.356089 2 3 0.0159855 4 1 0.662668 9 3 0.386668 4 5 0.297611 1 2 0.137578 4 1 0.368246 STREAMCOST 4.34676 3.8775 7.7508 1.0921 1.42709 7.21514 5.96067 2.555 2.71759 6.15709 7.20439 HEUR 2 98 20 33.6089 98 21 38.1448 98 40 44.8849 98 41 74.2523 98 42 44.6653 98 43 139.341 98 44 77.2616 98 45 92.095 98 46 49.5892 98 47 43.5554 98 30 34.5205 98 31 38.482 98 32 58.2084 98 33 34.5239 # ARGUMENTS VAR RATIO 10 TREE 99 NBSTREAMS 11 NBAND 7 NBMAXLEAVES 15 NBLEAF 11 11 8 13 13 12 1 VALUE 7 5 0.193313 6 5 0.297623 6 1 0.513766 10 5 0.00682574 4 4 0.273894 8 4 0.377439 5 3 0.336772 10 4 0.395454 3 5 0.331677 5 4 0.0936131 7 5 0.326904 2 3 0.554346 8 2 0.708607 8 2 0.828043 10 2 0.409755 7 3 0.0951816 0 3 0.618621 1 2 0.144011 0 2 0.541144 5 1 0.0776138 8 2 0.336751 0 1 0.898644 0 3 0.0989021 1 4 0.928878 4 3 0.31209 0 1 0.524877 10 4 0.383981 8 4 0.834919 3 2 0.950626 10 5 0.466238 1 2 0.802783 6 1 0.377334 6 2 0.995498 10 4 0.939177 9 5 0.210008 4 2 0.716113 4 5 0.17442 0 3 0.409959 3 4 0.278545 10 5 0.705288 1 4 0.785059 2 4 0.293065 6 1 0.59362 3 1 0.718506 9 5 0.927047 0 4 0.312594 9 1 0.716299 9 4 0.693758 0 5 0.146441 10 1 0.153118 1 3 0.572696 6 1 0.516253 4 4 0.810782 9 4 0.235267 4 1 0.227708 6 3 0.243656 5 5 0.23623 5 3 0.69103 3 2 0.465932 1 5 0.298879 9 1 0.589129 2 4 0.544417 2 2 0.152569 8 2 0.648159 2 4 0.246049 8 4 0.526586 0 2 0.521646 10 5 0.106623 5 3 0.413547 STREAMCOST 2.39158 9.769 5.56372 6.55271 8.26189 8.97227 5.27286 5.6296 4.90728 1.49843 3.98533 HEUR 2 99 20 39.6531 99 21 58.3554 99 40 59.5508 99 41 92.0433 99 42 61.8781 99 43 181.755 99 44 105.876 99 45 162.682 99 46 68.1454 99 47 64.5218 99 30 45.568 99 31 58.6616 99 32 58.6939 99 33 45.568