# ARGUMENTS VAR RATIO 10 TREE 0 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 11 12 15 17 13 18 11 17 9 13 VALUE 12 2 0.437587 5 5 0.056713 19 2 0.383442 9 4 0.812169 10 3 0.568045 7 5 0.836079 1 2 0.0871293 12 1 0.368242 16 5 0.778157 2 5 0.870087 19 3 0.799159 16 3 0.520477 15 4 0.118274 14 4 0.58202 2 3 0.944669 15 3 0.105908 8 3 0.264556 3 4 0.736918 9 2 0.568434 2 1 0.324141 12 1 0.612096 4 4 0.386489 18 5 0.68182 8 2 0.613063 8 5 0.697631 1 1 0.969809 13 4 0.670638 3 2 0.358152 2 4 0.315428 12 2 0.325047 11 1 0.438602 12 5 0.958949 2 4 0.208877 12 1 0.9953 13 3 0.253292 8 3 0.474698 4 4 0.15897 6 1 0.674752 13 2 0.138183 15 1 0.949571 7 4 0.820993 0 1 0.622846 16 4 0.0960984 19 5 0.878193 9 3 0.976761 1 4 0.451159 14 1 0.0391878 8 2 0.979587 2 2 0.29614 9 1 0.688661 6 5 0.414263 18 1 0.216822 13 3 0.566601 17 2 0.508969 10 5 0.0939405 18 3 0.0831125 18 2 0.318569 0 4 0.842342 2 4 0.716327 16 2 0.26473 3 2 0.586513 11 1 0.16494 16 2 0.00469548 2 4 0.569618 5 4 0.735194 5 5 0.433288 4 4 0.576157 7 3 0.896038 11 4 0.223082 17 5 0.680056 8 3 0.846409 19 4 0.116202 5 4 0.813798 8 2 0.675439 17 2 0.581273 6 5 0.965416 13 3 0.725254 13 3 0.533206 19 2 0.64399 7 3 0.618809 12 3 0.0191932 9 2 0.716075 13 2 0.290078 7 4 0.74917 8 5 0.135474 2 2 0.0923739 11 2 0.590873 11 3 0.0336251 13 5 0.652103 6 3 0.221263 17 1 0.367562 1 3 0.984042 17 2 0.806194 10 4 0.447926 2 1 0.919483 7 4 0.469249 19 5 0.149448 18 5 0.0375594 3 3 0.61556 3 1 0.779051 16 5 0.807319 8 3 0.139973 8 1 0.069167 19 4 0.373291 9 3 0.722056 1 5 0.365496 19 1 0.855803 4 1 0.764912 7 5 0.729991 14 1 0.339404 10 3 0.054338 6 1 0.17949 0 1 0.793698 9 2 0.874573 6 5 0.928081 12 4 0.596655 0 4 0.164694 10 4 0.0503701 11 4 0.237893 19 5 0.267263 12 4 0.535633 17 3 0.750844 14 5 0.311945 11 2 0.212391 4 2 0.186193 4 5 0.569574 14 3 0.490459 19 2 0.680545 5 1 0.0580292 1 3 0.487838 6 5 0.696343 19 2 0.617658 3 3 0.0246787 17 1 0.743835 13 3 0.453697 13 3 0.607045 STREAMCOST 9.07004 7.43227 9.91305 5.22547 2.95207 5.10413 6.9677 9.15776 3.3699 2.23498 1.18586 3.06297 7.82541 8.93427 3.88015 9.13982 4.45118 6.81206 6.29485 3.92215 HEUR 2 0 20 45.8234 0 21 47.956 0 40 55.443 0 41 178.385 0 42 60.6412 0 43 440.513 0 44 174.411 0 45 244.326 0 46 59.8761 0 47 55.7039 0 30 59.9352 0 31 59.9372 0 32 59.9384 0 33 59.9351 # ARGUMENTS VAR RATIO 10 TREE 1 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 9 20 15 19 1 3 7 20 3 5 VALUE 1 2 0.18626 7 2 0.669746 7 5 0.538817 16 3 0.313274 13 3 0.204452 8 5 0.229577 0 3 0.670468 18 3 0.457205 11 3 0.140387 18 1 0.778389 16 4 0.968262 16 2 0.0928008 13 3 0.876389 17 5 0.829147 1 5 0.0390548 5 1 0.0592432 17 4 0.0983468 11 3 0.671654 19 3 0.533165 3 4 0.28963 6 1 0.686501 15 5 0.412539 0 1 0.750144 12 5 0.660636 14 2 0.280444 8 4 0.222125 2 1 0.447894 9 5 0.0961723 5 5 0.287775 2 1 0.524799 0 1 0.678836 18 2 0.910448 5 2 0.491573 11 1 0.565912 11 4 0.146729 19 3 0.260979 13 2 0.102334 10 3 0.949938 13 3 0.414179 10 1 0.765485 10 1 0.663795 2 3 0.792404 18 1 0.586555 17 5 0.540788 2 3 0.139276 17 5 0.377584 7 3 0.165354 13 5 0.361261 6 3 0.750812 12 4 0.126315 17 4 0.623672 12 4 0.353939 6 4 0.269928 7 5 0.752788 8 5 0.96484 0 4 0.498109 12 1 0.114746 15 5 0.0640673 8 2 0.57839 18 3 0.379803 4 4 0.90338 15 3 0.301361 0 4 0.617145 3 2 0.578634 10 1 0.885942 14 2 0.470641 18 4 0.62336 9 1 0.269001 18 5 0.690897 11 5 0.0700815 3 3 0.137136 14 5 0.191956 13 3 0.0660002 4 4 0.508248 15 2 0.923025 0 4 0.518862 2 1 0.0198801 7 1 0.107365 0 3 0.246211 2 5 0.288718 10 2 0.552822 19 5 0.278319 2 2 0.279184 1 3 0.570067 19 3 0.56103 7 1 0.812995 16 2 0.232974 14 5 0.612948 7 3 0.863542 15 4 0.427813 11 3 0.136455 7 1 0.153338 2 5 0.0445519 18 1 0.781958 4 4 0.712989 0 3 0.654324 0 1 0.0719743 5 5 0.360815 11 2 0.203293 1 2 0.152137 14 1 0.195429 18 3 0.371134 STREAMCOST 9.73018 1.45016 8.62146 7.6686 3.15863 3.68812 5.44393 2.83922 6.5796 9.83581 8.46083 9.03719 2.41112 7.83414 1.16719 6.86009 1.6302 1.35715 5.37711 8.32489 HEUR 2 1 20 32.7588 1 21 63.754 1 40 65.7412 1 41 86.6333 1 42 66.7152 1 43 263.617 1 44 138.18 1 45 113.442 1 46 105.155 1 47 80.6814 1 30 34.8248 1 31 67.4205 1 32 67.909 1 33 34.8248 # ARGUMENTS VAR RATIO 10 TREE 2 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 9 4 1 19 11 19 9 10 9 7 VALUE 6 1 0.204649 13 4 0.119951 5 3 0.266827 12 4 0.818227 10 4 0.13458 9 3 0.586797 3 4 0.785335 5 5 0.546207 9 3 0.846561 3 1 0.969632 10 2 0.0652865 5 3 0.116193 1 1 0.12716 9 3 0.565765 4 2 0.106946 15 2 0.577308 6 1 0.467787 7 2 0.468674 12 4 0.48307 15 3 0.663062 7 4 0.793637 19 3 0.119485 3 1 0.700752 17 5 0.509526 10 2 0.88952 19 2 0.315297 11 2 0.427546 16 3 0.353675 15 3 0.535604 5 5 0.7982 10 5 0.0820949 18 2 0.822885 17 3 0.406275 4 1 0.746631 4 3 0.0671444 17 5 0.941193 19 3 0.800258 14 4 0.706542 15 3 0.169225 19 2 0.426023 10 2 0.356624 15 1 0.932629 19 4 0.441355 10 3 0.884472 6 3 0.259745 11 2 0.393933 16 5 0.736747 0 2 0.728499 0 2 0.797405 4 2 0.362027 11 5 0.0255509 7 4 0.503207 7 4 0.497074 18 3 0.826368 7 3 0.550978 12 5 0.341912 2 2 0.313259 19 1 0.647014 14 5 0.657512 16 2 0.229386 8 5 0.643842 11 4 0.786172 3 3 0.881652 19 4 0.574954 2 3 0.868917 8 4 0.59898 15 1 0.543345 7 2 0.215806 18 5 0.592085 15 2 0.554539 5 5 0.913915 18 3 0.977633 10 5 0.608442 0 5 0.732822 12 5 0.176712 16 3 0.536454 9 2 0.547908 7 4 0.277439 4 5 0.186627 9 1 0.852289 5 2 0.01025 0 4 0.0928963 5 1 0.187287 10 1 0.87999 5 4 0.214924 10 2 0.273838 9 1 0.549497 17 5 0.275438 19 1 0.0488681 10 2 0.335095 12 1 0.161467 4 5 0.836518 4 4 0.741755 1 4 0.623272 15 2 0.0312476 16 2 0.545873 14 1 0.0875625 0 1 0.935036 STREAMCOST 4.21421 4.51527 6.30804 9.1959 1.47 8.37519 1.59097 1.81333 1.39151 4.22416 4.55636 1.17087 7.01584 5.05024 2.78224 1.27331 8.8864 3.43319 4.8915 1.02324 HEUR 2 2 20 22.8944 2 21 43.7809 2 40 42.7361 2 41 62.3177 2 42 40.4615 2 43 269.025 2 44 92.6604 2 45 84.5482 2 46 45.2202 2 47 44.9072 2 30 26.2815 2 31 43.903 2 32 44.1166 2 33 26.2816 # ARGUMENTS VAR RATIO 10 TREE 3 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 12 2 15 17 6 3 11 12 18 9 VALUE 17 1 0.125585 0 2 0.247888 1 1 0.44081 13 1 0.14537 9 3 0.649144 4 2 0.353905 13 3 0.590863 18 1 0.765826 11 5 0.259252 8 3 0.552772 5 2 0.693138 11 3 0.27492 3 3 0.544649 15 4 0.817571 6 2 0.221958 17 2 0.718422 18 1 0.975995 2 4 0.325306 18 5 0.845751 7 2 0.424702 1 3 0.653411 15 3 0.713566 7 1 0.225055 6 3 0.56277 9 4 0.269236 12 2 0.203355 9 4 0.860534 13 3 0.871072 5 5 0.277978 7 3 0.0752001 4 4 0.201379 1 3 0.841041 1 4 0.483586 8 2 0.36234 14 3 0.746746 9 4 0.808362 13 2 0.3736 16 4 0.489291 6 3 0.572794 16 2 0.521604 8 1 0.0615289 6 2 0.807023 19 2 0.230584 0 4 0.482446 13 1 0.723939 10 3 0.91803 11 2 0.0669694 18 1 0.277323 3 1 0.151861 19 1 0.692651 2 4 0.553278 2 1 0.0860007 19 4 0.681612 6 3 0.361651 14 3 0.263887 8 5 0.819781 16 3 0.726319 17 3 0.800604 16 2 0.744752 15 4 0.896497 18 4 0.633666 5 2 0.881908 11 3 0.196381 16 1 0.233692 14 2 0.784937 19 5 0.766153 17 1 0.543594 9 1 0.50253 9 1 0.927936 5 4 0.268807 9 5 0.455279 10 2 0.572238 3 2 0.0736237 12 5 0.120617 12 1 0.143332 19 3 0.267948 0 2 0.209373 5 4 0.251742 13 5 0.478978 16 2 0.146316 13 5 0.95645 7 3 0.547131 1 3 0.0577315 2 1 0.860053 19 2 0.540761 16 5 0.998283 3 5 0.260345 3 4 0.470666 17 4 0.340688 6 1 0.69675 17 4 0.290872 16 4 0.847722 3 1 0.694963 6 5 0.560986 14 5 0.359108 1 4 0.405899 2 3 0.313819 12 3 0.309962 17 5 0.15374 9 5 0.70374 15 4 0.971624 12 2 0.997812 4 1 0.24057 16 5 0.302498 19 1 0.69881 STREAMCOST 3.57674 5.34247 7.42244 3.58345 3.14593 8.50319 7.27899 8.84962 1.22975 1.82918 9.35649 2.94355 4.26769 8.48585 8.20052 8.63474 7.476 3.83188 6.42241 3.51365 HEUR 2 3 20 65.9453 3 21 91.125 3 40 103.856 3 41 157.714 3 42 116.435 3 43 330.36 3 44 127.185 3 45 146.509 3 46 112.809 3 47 110.898 3 30 68.4444 3 31 88.1589 3 32 100.802 3 33 68.4444 # ARGUMENTS VAR RATIO 10 TREE 4 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 20 19 11 4 20 18 15 13 14 12 VALUE 4 1 0.976274 4 1 0.69842 5 5 0.434792 12 4 0.00515915 3 3 0.862993 7 5 0.604132 3 2 0.597334 16 1 0.612525 7 2 0.0441601 12 5 0.811062 8 1 0.948977 0 4 0.945004 17 3 0.173165 8 1 0.0657095 12 1 0.167972 17 4 0.843528 8 5 0.527909 17 5 0.835257 10 2 0.108193 0 1 0.228763 10 2 0.524404 3 4 0.316116 8 2 0.649805 7 2 0.632664 12 2 0.767405 2 1 0.576997 7 2 0.502533 9 4 0.358766 5 1 0.554741 5 4 0.0474055 17 5 0.362854 4 4 0.810905 3 1 0.497794 1 1 0.685588 18 5 0.431822 6 5 0.876272 8 4 0.904668 7 3 0.904576 6 2 0.572139 16 5 0.733441 17 4 0.595688 13 1 0.0799792 11 1 0.245454 1 4 0.21743 17 5 0.514734 2 4 0.0642514 1 5 0.540075 3 1 0.591874 12 5 0.36365 7 4 0.0216187 0 3 0.109818 6 4 0.833149 10 5 0.571641 2 5 0.831135 9 4 0.810144 13 3 0.650441 18 5 0.666928 4 1 0.48146 7 5 0.865775 3 2 0.153028 3 5 0.472621 6 2 0.885797 12 3 0.436766 7 2 0.136926 8 1 0.419034 1 5 0.193239 19 1 0.623569 17 1 0.937135 14 3 0.678685 14 5 0.488171 6 1 0.0588801 9 4 0.145462 2 2 0.75953 15 4 0.755359 8 5 0.943798 18 1 0.0901417 18 1 0.46549 11 4 0.0104267 15 2 0.98121 0 5 0.0843824 0 4 0.0159713 11 3 0.726863 0 5 0.657485 0 3 0.896692 13 3 0.441341 12 2 0.134746 18 3 0.728269 12 1 0.491788 1 5 0.631692 18 2 0.499961 8 3 0.781531 16 2 0.515772 18 3 0.720452 17 3 0.898092 3 1 0.409591 14 4 0.565344 19 5 0.0736524 6 1 0.753855 14 2 0.833781 2 1 0.226981 16 4 0.786732 15 4 0.650725 6 2 0.444541 19 2 0.294633 16 4 0.328322 5 2 0.422366 18 5 0.919987 11 5 0.280513 16 4 0.0869156 14 1 0.689785 11 3 0.856184 9 5 0.405214 12 5 0.955805 0 1 0.313367 4 5 0.332495 17 2 0.0199424 6 1 0.118446 1 2 0.265797 0 1 0.537782 7 5 0.789453 8 1 0.624153 7 4 0.391668 18 2 0.734519 9 5 0.990664 6 4 0.907465 1 1 0.615362 8 1 0.737452 7 2 0.947437 17 2 0.860656 8 1 0.971703 4 1 0.0524349 5 5 0.270464 6 3 0.393247 8 2 0.755649 2 2 0.456939 17 2 0.587634 11 4 0.202765 0 3 0.136355 18 3 0.371834 5 5 0.184461 1 1 0.548805 1 3 0.527514 19 2 0.925185 5 3 0.925187 15 1 0.975905 12 4 0.10055 STREAMCOST 9.5856 4.92554 9.45005 7.634 5.3359 8.45297 6.93905 4.50145 2.61865 2.00687 4.93321 5.95248 8.79512 8.12801 6.19509 9.98217 3.51508 8.52287 2.1051 5.76165 HEUR 2 4 20 73.9034 4 21 87.1501 4 40 96.9062 4 41 197.18 4 42 115.697 4 43 448.689 4 44 208.817 4 45 282.462 4 46 136.407 4 47 127.671 4 30 91.4539 4 31 93.2661 4 32 93.2733 4 33 91.4539 # ARGUMENTS VAR RATIO 10 TREE 5 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 5 2 18 17 5 8 19 20 10 2 VALUE 12 2 0.765908 7 3 0.486638 5 5 0.187721 16 1 0.649459 14 5 0.441309 4 1 0.764373 17 1 0.274086 4 3 0.119095 5 5 0.628788 10 3 0.492136 11 4 0.265819 0 2 0.093363 5 5 0.327564 16 1 0.892411 3 5 0.963931 11 5 0.0905487 3 5 0.0243066 9 2 0.684916 13 5 0.779515 12 1 0.563188 11 2 0.00164217 13 3 0.816168 12 5 0.985624 0 2 0.72056 16 4 0.870483 3 5 0.696665 0 3 0.469488 11 5 0.0645069 7 1 0.813732 6 3 0.608703 15 1 0.484931 2 1 0.93468 1 2 0.111454 9 2 0.0622116 19 2 0.631766 4 5 0.943054 11 2 0.635356 7 5 0.302002 18 1 0.912627 14 5 0.927302 1 4 0.361048 8 1 0.566351 10 2 0.796143 3 1 0.835814 3 5 0.365478 12 2 0.134241 15 1 0.352095 6 4 0.956049 9 2 0.5835 17 5 0.932595 18 1 0.111692 16 5 0.994431 6 2 0.100827 9 2 0.74213 10 2 0.961103 0 2 0.152663 0 2 0.859707 2 1 0.359685 9 4 0.84998 15 3 0.44617 8 5 0.800476 10 1 0.486099 11 1 0.411384 4 5 0.755927 16 4 0.0539621 14 1 0.987696 9 3 0.702942 10 2 0.217283 7 3 0.921471 15 5 0.830216 8 2 0.898571 17 2 0.142616 1 4 0.526718 18 4 0.715978 17 1 0.965158 2 4 0.60531 15 5 0.710049 18 4 0.261036 15 3 0.974349 6 2 0.445503 1 4 0.23964 6 2 0.84414 7 4 0.810314 4 1 0.380964 8 3 0.813171 13 2 0.281259 1 4 0.242108 14 1 0.0960249 16 1 0.17025 6 1 0.820001 16 5 0.810286 15 3 0.879082 18 5 0.0598216 3 5 0.584717 11 2 0.302518 14 5 0.0289708 13 1 0.986501 2 1 0.98023 11 5 0.472828 14 4 0.936043 4 4 0.0311301 7 3 0.889688 7 3 0.892333 16 3 0.0953139 8 1 0.632906 14 3 0.207779 STREAMCOST 9.6509 4.26213 8.10109 9.50283 5.47026 7.68014 2.90027 4.84904 6.43586 2.49377 7.73718 5.75583 7.80277 1.98258 9.94154 7.33255 2.96648 8.06058 4.83074 8.7314 HEUR 2 5 20 75.2685 5 21 88.5303 5 40 97.1416 5 41 185.34 5 42 112.002 5 43 411.995 5 44 179.937 5 45 252.4 5 46 158.429 5 47 144.941 5 30 79.1523 5 31 87.8213 5 32 105.873 5 33 79.2269 # ARGUMENTS VAR RATIO 10 TREE 6 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 18 19 7 5 17 2 1 8 3 20 VALUE 11 1 0.529817 12 3 0.530396 6 3 0.622519 16 3 0.755013 14 2 0.518036 4 3 0.155615 12 4 0.990224 18 5 0.473026 8 4 0.876268 16 5 0.458185 1 4 0.718637 2 5 0.357095 14 4 0.709132 8 3 0.575952 2 1 0.957647 4 3 0.21789 4 5 0.717276 9 5 0.545692 5 4 0.671309 14 3 0.720098 14 4 0.93735 17 2 0.821605 5 2 0.402473 14 4 0.388219 14 3 0.406108 14 5 0.365127 9 5 0.373808 14 4 0.243837 1 4 0.398373 1 4 0.856288 15 3 0.283859 10 1 0.151656 9 5 0.334806 12 4 0.249227 3 2 0.331104 11 5 0.555833 12 3 0.885264 9 5 0.670656 16 5 0.180825 9 4 0.4161 9 2 0.404157 18 4 0.98309 16 3 0.68323 10 1 0.463911 14 2 0.0588373 8 1 0.28515 18 1 0.405102 8 1 0.587337 13 3 0.163489 13 4 0.0881994 5 4 0.0413755 15 5 0.196662 1 3 0.51294 7 2 0.0476826 13 2 0.844427 12 4 0.256411 11 3 0.117033 2 4 0.879967 4 5 0.490368 1 1 0.78054 6 2 0.86303 8 3 0.661891 10 2 0.367825 0 5 0.701992 5 4 0.125658 2 3 0.850894 5 5 0.775035 3 1 0.0870999 15 5 0.607996 16 1 0.303883 11 1 0.668138 15 5 0.638787 15 3 0.75043 18 3 0.676697 0 2 0.816867 8 1 0.992282 11 2 0.566797 17 1 0.344674 1 2 0.574724 14 3 0.351903 6 1 0.0397956 7 4 0.790077 2 5 0.0116058 1 2 0.945943 6 2 0.180318 16 1 0.0308624 15 5 0.400748 14 2 0.85105 10 1 0.254986 10 5 0.207365 9 4 0.62315 12 5 0.784164 7 3 0.224646 12 5 0.353419 11 5 0.981681 12 5 0.490604 14 2 0.0193858 4 4 0.521616 4 4 0.129436 10 2 0.381386 STREAMCOST 2.80084 6.79588 7.89833 9.07999 9.40763 5.66028 1.23762 8.931 3.30457 2.74302 3.39578 8.41601 2.28095 3.91599 9.56349 7.23811 3.22851 7.32042 4.20568 8.11104 HEUR 2 6 20 57.8524 6 21 100.745 6 40 105.246 6 41 158.656 6 42 110.468 6 43 347.185 6 44 195.623 6 45 168.114 6 46 137.364 6 47 134.546 6 30 61.3807 6 31 99.402 6 32 101.143 6 33 61.5333 # ARGUMENTS VAR RATIO 10 TREE 7 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 2 5 16 7 9 20 15 10 20 7 VALUE 10 2 0.50112 1 1 0.419372 5 1 0.499882 10 4 0.868801 16 2 0.380941 7 1 0.67433 5 4 0.909594 13 2 0.345973 9 5 0.931206 5 1 0.750763 12 2 0.950129 17 2 0.174053 10 4 0.909128 18 1 0.448826 10 2 0.75041 7 4 0.193356 9 1 0.204849 9 3 0.613703 7 5 0.477401 6 2 0.276515 16 3 0.768648 19 2 0.179577 11 1 0.276049 1 3 0.547235 7 2 0.657399 5 2 0.920994 9 3 0.719324 8 3 0.986223 18 4 0.180452 6 4 0.300339 8 3 0.426454 12 4 0.656972 10 2 0.414886 8 1 0.667261 1 3 0.709394 15 3 0.684629 13 4 0.955468 9 4 0.953991 1 1 0.308853 12 3 0.557414 4 5 0.964971 2 5 0.447904 16 4 0.472324 13 5 0.838567 2 3 0.308734 0 3 0.0955984 14 4 0.485825 8 1 0.682452 6 3 0.324426 7 2 0.785817 3 5 0.414902 5 3 0.519882 15 5 0.796391 9 3 0.110006 9 4 0.778214 9 5 0.197175 13 5 0.800479 5 5 0.236938 0 2 0.875672 7 2 0.233091 9 1 0.796761 7 4 0.84163 2 4 0.658748 12 1 0.496017 7 3 0.81283 9 3 0.943577 11 4 0.728161 0 5 0.75778 15 3 0.00714328 3 3 0.392002 9 5 0.0554995 4 3 0.813296 12 3 0.828453 11 5 0.185999 2 5 0.230431 11 4 0.446933 2 4 0.224079 10 3 0.418417 3 1 0.78223 13 5 0.488098 0 2 0.532645 11 4 0.522591 19 3 0.274259 5 1 0.527286 17 5 0.909182 12 1 0.629557 8 5 0.719232 19 5 0.5851 3 1 0.664969 7 5 0.944555 10 2 0.164717 14 1 0.462887 5 2 0.807871 10 1 0.82169 0 4 0.361617 17 1 0.636627 2 5 0.0231904 10 3 0.327617 13 1 0.427053 11 1 0.215208 6 1 0.590346 5 5 0.0389774 19 5 0.241603 11 1 0.0717162 16 2 0.926613 4 3 0.107351 15 4 0.866199 7 4 0.187643 17 5 0.023903 17 2 0.398898 5 3 0.120632 STREAMCOST 5.05338 9.19642 7.24239 1.27395 2.92461 7.05305 3.91419 1.64206 7.65904 4.24702 2.64313 4.7629 7.2642 2.63264 5.74062 5.68913 2.78642 5.81493 6.85418 3.85339 HEUR 2 7 20 50.7156 7 21 66.5746 7 40 70.8089 7 41 137.894 7 42 79.6377 7 43 276.685 7 44 162.062 7 45 170.727 7 46 105.798 7 47 96.6753 7 30 57.7072 7 31 63.6175 7 32 75.2624 7 33 57.8273 # ARGUMENTS VAR RATIO 10 TREE 8 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 18 1 20 5 18 8 11 17 5 9 VALUE 0 4 0.430469 15 3 0.401925 10 5 0.478392 18 3 0.146525 10 4 0.760896 8 4 0.818266 12 1 0.426092 7 2 0.482124 19 5 0.333774 1 2 0.267227 1 2 0.982871 13 1 0.300618 6 1 0.0709428 8 2 0.53099 7 5 0.896145 10 2 0.673571 19 1 0.0287321 6 2 0.274455 7 3 0.76416 13 5 0.282081 6 1 0.432476 2 2 0.665282 16 1 0.638239 9 1 0.648771 12 1 0.795575 13 1 0.0329391 9 5 0.790173 4 5 0.569936 11 2 0.0389123 3 3 0.374207 3 3 0.627056 5 2 0.843192 3 5 0.536144 14 1 0.442023 14 3 0.939651 12 5 0.499736 7 4 0.59575 9 4 0.616757 10 4 0.470893 8 1 0.0134061 1 1 0.434816 5 3 0.783233 3 5 0.529705 2 3 0.745659 14 5 0.306396 14 3 0.495573 16 1 0.58713 15 4 0.0325657 10 1 0.830062 4 4 0.32038 17 5 0.20341 9 2 0.468106 9 5 0.493605 4 4 0.624772 16 3 0.527724 12 5 0.265327 14 3 0.178757 10 4 0.399356 11 2 0.763405 18 5 0.411846 5 2 0.138385 18 4 0.417026 0 1 0.788583 1 3 0.919699 19 2 0.984041 19 2 0.337368 16 2 0.812818 18 2 0.677968 13 4 0.977171 13 4 0.933114 1 2 0.500606 3 3 0.259275 0 1 0.988939 14 5 0.552015 4 3 0.605378 16 3 0.560843 7 4 0.529292 7 3 0.637864 16 1 0.0628133 8 4 0.495221 10 3 0.160299 7 1 0.679696 12 2 0.882906 3 1 0.461241 8 1 0.877893 14 3 0.584437 7 3 0.24065 0 1 0.548305 3 1 0.556775 11 3 0.170405 10 1 0.299053 9 5 0.226206 16 5 0.4657 2 4 0.0867673 15 3 0.368097 13 1 0.511732 5 3 0.237091 6 2 0.924731 0 5 0.280891 14 3 0.873178 8 3 0.531826 19 4 0.771751 18 3 0.325997 14 2 0.381397 9 3 0.609616 13 1 0.847653 0 2 0.203994 16 2 0.305811 8 4 0.630929 8 2 0.970336 19 4 0.871148 2 4 0.950709 STREAMCOST 4.04098 4.83286 2.52758 4.49174 6.93757 9.94592 7.43904 6.80936 1.59491 1.24327 7.97605 7.21453 8.99766 1.56926 6.69001 4.47949 7.33017 2.88009 8.771 8.86386 HEUR 2 8 20 34.2891 8 21 70.4772 8 40 85.191 8 41 124.058 8 42 85.9413 8 43 237.709 8 44 117.997 8 45 78.1146 8 46 114.129 8 47 112.661 8 30 35.5159 8 31 59.1671 8 32 85.2216 8 33 35.518 # ARGUMENTS VAR RATIO 10 TREE 9 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 1 8 11 10 10 1 3 7 3 1 VALUE 4 5 0.418508 2 2 0.138613 1 2 0.345499 9 1 0.315709 17 2 0.950964 14 1 0.967904 13 4 0.57276 2 5 0.136007 13 5 0.547838 11 4 0.943307 7 4 0.694439 11 5 0.639568 9 4 0.940524 7 5 0.834296 19 1 0.169636 1 3 0.0676696 18 3 0.64954 4 5 0.925223 19 5 0.185542 13 2 0.581751 17 4 0.906277 0 4 0.58026 6 1 0.463535 3 4 0.434889 9 3 0.477974 2 3 0.898923 17 5 0.187359 18 4 0.392781 14 2 0.9252 6 1 0.986894 12 1 0.638054 3 3 0.279728 1 3 0.0385709 13 1 0.239608 15 1 0.162606 2 1 0.0700856 7 4 0.484498 17 4 0.354246 16 1 0.266774 15 5 0.476695 0 1 0.375123 18 1 0.804242 6 1 0.444112 4 3 0.729565 8 2 0.214256 10 2 0.0367721 4 5 0.729086 10 3 0.519514 11 5 0.494337 0 3 0.337064 14 3 0.556216 2 2 0.146788 19 1 0.224843 11 1 0.962932 12 4 0.491929 STREAMCOST 6.11424 2.64837 8.09132 1.98379 9.92724 5.85618 1.35666 3.60369 3.53294 1.92749 7.29983 5.41541 2.34315 6.68883 8.31234 1.34172 1.26887 5.50097 8.52848 1.75189 HEUR 2 9 20 31.391 9 21 48.3071 9 40 53.3373 9 41 59.5356 9 42 51.6129 9 43 245.944 9 44 137.129 9 45 125.739 9 46 71.0678 9 47 65.2167 9 30 31.8536 9 31 48.3309 9 32 73.6404 9 33 41.4811 # ARGUMENTS VAR RATIO 10 TREE 10 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 16 6 1 10 13 9 15 17 10 12 VALUE 4 1 0.198063 14 4 0.265566 3 2 0.0883398 3 4 0.683818 19 5 0.00394827 6 3 0.890817 16 1 0.612526 0 4 0.877615 5 4 0.917774 10 4 0.131458 10 3 0.14217 15 2 0.583901 13 1 0.441833 16 3 0.105402 12 2 0.513138 1 4 0.0564442 12 4 0.805223 0 3 0.611943 18 2 0.319236 11 1 0.3355 6 3 0.113984 1 5 0.853043 0 3 0.626287 2 3 0.731735 16 1 0.198948 15 5 0.83199 7 2 0.754648 11 2 0.872392 17 5 0.325512 9 1 0.875744 7 2 0.0934604 2 5 0.842818 3 4 0.384114 11 5 0.436354 19 2 0.456305 11 5 0.149471 5 1 0.597372 7 5 0.637952 10 2 0.590201 0 1 0.548816 7 1 0.0796131 1 2 0.235039 6 4 0.77383 4 1 0.203047 8 2 0.314927 4 4 0.114649 6 3 0.0430974 4 5 0.556518 15 3 0.878097 7 3 0.705332 12 5 0.513467 2 3 0.604726 5 2 0.300871 10 1 0.0384604 6 2 0.242076 0 3 0.664655 11 2 0.475132 14 2 0.140576 1 2 0.978819 17 2 0.956853 9 3 0.977081 2 3 0.340037 6 5 0.519797 9 3 0.0928561 17 5 0.0680973 6 3 0.606147 15 1 0.718603 10 3 0.720799 0 5 0.350656 2 3 0.103381 5 3 0.512334 0 4 0.594861 3 2 0.0504777 4 2 0.844126 2 1 0.178903 9 5 0.248467 7 2 0.218769 0 4 0.295442 2 5 0.744603 4 3 0.733396 11 5 0.14762 16 1 0.694227 12 2 0.048628 10 2 0.94967 10 4 0.226773 18 2 0.647892 18 2 0.925357 1 3 0.220628 10 1 0.01486 14 5 0.346691 11 3 0.791757 3 3 0.0379717 17 5 0.584196 16 4 0.188436 2 2 0.428451 14 4 0.186248 2 3 0.439605 4 1 0.653623 10 4 0.819036 16 1 0.212213 16 5 0.565126 5 3 0.86377 3 1 0.436118 7 2 0.671933 0 5 0.0306848 11 3 0.672449 14 1 0.557295 4 2 0.355581 3 1 0.838261 STREAMCOST 9.41616 6.39147 2.88638 8.04443 6.19096 8.63658 6.22943 6.42847 3.10529 8.02955 5.34681 6.54163 5.92339 1.19049 8.84631 7.75418 9.67632 2.58438 2.4545 5.12663 HEUR 2 10 20 43.5044 10 21 76.6144 10 40 80.3141 10 41 183.081 10 42 104.503 10 43 353.743 10 44 142.127 10 45 131.139 10 46 115.992 10 47 105.942 10 30 47.4027 10 31 79.6271 10 32 79.6941 10 33 47.4027 # ARGUMENTS VAR RATIO 10 TREE 11 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 4 2 1 14 10 4 15 19 9 3 VALUE 9 2 0.0127808 17 3 0.826181 18 1 0.850795 17 4 0.713762 2 3 0.893904 15 5 0.587666 3 4 0.632334 13 1 0.970071 2 5 0.316367 15 1 0.0251493 15 5 0.818275 8 2 0.189703 6 2 0.111661 17 1 0.155145 14 4 0.599543 9 1 0.783309 9 1 0.401676 12 5 0.442472 14 5 0.602064 1 3 0.506425 18 3 0.986673 13 2 0.485159 4 3 0.796436 7 1 0.0430035 7 1 0.0700228 9 2 0.0369427 1 1 0.290264 18 4 0.677531 18 5 0.792621 9 3 0.823536 12 1 0.361484 14 1 0.263237 8 5 0.732825 13 1 0.993902 0 2 0.770548 15 2 0.214804 14 5 0.734668 6 5 0.501773 8 4 0.358438 7 5 0.15857 15 1 0.652615 13 5 0.0401931 12 2 0.957444 9 2 0.28448 14 4 0.949833 5 2 0.0961634 12 5 0.36567 1 3 0.290461 1 1 0.0193434 2 4 0.611262 9 2 0.622834 8 4 0.548985 8 2 0.367618 8 1 0.924033 15 4 0.833037 6 4 0.0242173 17 5 0.648056 5 4 0.515369 3 1 0.767632 10 2 0.0369241 8 3 0.31887 2 3 0.20929 13 5 0.575559 14 2 0.255637 4 4 0.844939 18 2 0.876682 8 5 0.0914146 3 2 0.351376 1 1 0.343713 2 4 0.0733697 19 3 0.625225 10 2 0.305121 13 5 0.626998 15 5 0.304213 10 4 0.911122 15 3 0.459022 5 4 0.519008 17 5 0.173775 14 5 0.493913 16 3 0.154158 12 3 0.447771 STREAMCOST 8.27388 5.95576 7.64514 9.74058 3.89161 9.39172 9.20777 8.56617 4.86519 2.14343 9.5745 6.00869 4.72738 4.29784 7.69028 9.20616 3.70163 3.82311 3.25447 9.37689 HEUR 2 11 20 67.5956 11 21 113.437 11 40 128.435 11 41 223.913 11 42 147.473 11 43 302.824 11 44 189.525 11 45 105.234 11 46 170.322 11 47 167.07 11 30 71.4919 11 31 115.013 11 32 132.512 11 33 71.4919 # ARGUMENTS VAR RATIO 10 TREE 12 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 4 9 15 18 6 2 11 15 1 8 VALUE 18 1 0.900715 5 1 0.0825244 19 4 0.137209 7 2 0.675998 12 5 0.944225 9 5 0.912539 0 1 0.521226 2 3 0.907267 9 4 0.768134 19 1 0.456051 15 3 0.0208098 16 1 0.943178 2 2 0.309898 14 4 0.499945 9 2 0.816168 12 2 0.144299 14 1 0.702622 3 2 0.866227 6 1 0.978058 4 4 0.986561 19 1 0.767476 2 5 0.545464 8 3 0.451308 12 3 0.789426 19 5 0.177564 5 5 0.304234 8 4 0.424052 18 3 0.0205724 7 5 0.465508 11 1 0.152321 1 2 0.732521 16 4 0.725861 0 1 0.30017 8 2 0.568726 1 3 0.523246 16 3 0.410221 0 1 0.572405 11 5 0.264087 2 4 0.277117 18 4 0.573393 9 4 0.506556 11 3 0.313782 17 3 0.605778 12 4 0.233219 8 1 0.480047 11 5 0.551988 4 5 0.944581 15 1 0.373991 11 3 0.0311511 19 4 0.129396 12 1 0.862465 11 5 0.349346 8 4 0.669958 5 5 0.425256 12 2 0.322586 2 2 0.603327 5 1 0.957417 7 3 0.454688 18 5 0.857191 5 4 0.0912192 0 4 0.900103 13 5 0.0475762 0 2 0.642926 18 2 0.875246 11 3 0.610807 4 3 0.131895 6 3 0.0698737 17 5 0.648228 18 3 0.194675 8 2 0.786279 7 2 0.402847 5 5 0.023048 4 4 0.419015 2 4 0.0823538 10 4 0.333832 14 4 0.60096 2 1 0.191711 5 3 0.748052 15 3 0.253808 2 1 0.500239 18 1 0.126387 1 4 0.922351 5 1 0.626529 10 4 0.195147 1 3 0.355443 16 2 0.185828 3 2 0.00800334 1 1 0.613104 11 2 0.0846385 STREAMCOST 9.12649 3.84101 6.06098 9.71756 4.72155 8.86224 3.22728 9.21506 8.67136 2.52908 6.16086 3.85127 6.7864 3.17602 9.21561 5.41859 6.40196 5.89549 6.33573 4.64909 HEUR 2 12 20 77.2244 12 21 102.382 12 40 117.307 12 41 221.888 12 42 136.41 12 43 365.371 12 44 146.309 12 45 282.37 12 46 156.017 12 47 145.759 12 30 98.9917 12 31 115.827 12 32 124.863 12 33 104.651 # ARGUMENTS VAR RATIO 10 TREE 13 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 16 13 5 18 17 18 20 4 20 16 VALUE 9 4 0.609042 12 4 0.794021 12 2 0.722018 6 1 0.661912 5 5 0.0585125 14 5 0.471592 7 3 0.679848 8 2 0.530575 6 5 0.00941277 12 2 0.180307 18 4 0.217899 18 2 0.538388 18 3 0.0319037 12 1 0.689778 12 2 0.873813 1 1 0.78767 14 3 0.812841 3 1 0.595204 13 3 0.509262 9 3 0.511579 19 4 1.2038e-05 2 2 0.111526 14 5 0.324582 5 2 0.618113 13 3 0.918552 13 2 0.300219 9 4 0.252993 1 2 0.537619 12 1 0.772379 5 1 0.111194 13 3 0.54826 12 1 0.496901 1 4 0.245559 4 1 0.992791 18 1 0.680105 19 2 0.533621 11 1 0.556632 5 1 0.185954 16 3 0.405319 8 1 0.00291066 3 3 0.49064 9 4 0.792424 19 1 0.874786 14 3 0.990472 2 1 0.913213 2 2 0.181094 4 1 0.872432 7 1 0.16695 4 1 0.595399 19 3 0.358377 19 1 0.453239 10 1 0.777186 15 3 0.201634 8 1 0.982224 8 3 0.340261 17 5 0.631937 2 1 0.844559 8 4 0.217455 2 3 0.0882535 12 5 0.378494 3 1 0.0819001 19 2 0.758436 13 1 0.546777 11 4 0.583138 19 5 0.277722 14 2 0.909913 16 4 0.224212 7 4 0.331655 3 3 0.203598 5 1 0.914786 14 2 0.180079 6 1 0.209411 4 3 0.27946 7 1 0.897724 5 4 0.668855 1 4 0.464765 4 1 0.61185 15 5 0.991421 10 5 0.373945 6 1 0.9715 16 4 0.816562 0 1 0.0811323 3 3 0.838149 16 3 0.856679 6 1 0.145003 4 1 0.534243 11 2 0.710066 9 5 0.620095 14 2 0.372246 0 4 0.696953 1 2 0.621845 11 4 0.727961 0 5 0.395242 17 1 0.322349 5 3 0.226503 8 2 0.883658 2 5 0.69425 7 1 0.518218 11 4 0.179728 1 3 0.869296 5 4 0.370077 14 3 0.409797 2 2 0.130664 18 5 0.996591 7 5 0.169562 12 5 0.284556 18 5 0.829577 3 4 0.96852 1 4 0.913301 19 3 0.673295 18 4 0.56357 0 1 0.695293 19 2 0.132398 15 4 0.844462 6 4 0.180204 18 1 0.181458 13 5 0.303854 2 4 0.316716 18 5 0.202905 14 1 0.0627765 7 4 0.694539 0 5 0.222149 3 1 0.458713 13 2 0.278358 4 1 0.308336 8 4 0.915677 1 3 0.869019 13 5 0.248113 13 4 0.295814 11 1 0.683164 18 1 0.0714251 3 3 0.510176 7 2 0.159731 19 5 0.108151 4 5 0.71178 19 5 0.504442 13 2 0.143521 18 4 0.358954 4 3 0.95595 4 1 0.864993 12 3 0.613446 6 3 0.425638 3 1 0.251985 0 4 0.868007 19 2 0.925802 9 4 0.049207 4 2 0.764503 STREAMCOST 8.24524 3.67581 6.54827 3.53222 7.87128 7.90661 5.32728 7.17209 4.86711 3.45785 8.71784 2.4718 3.64324 1.92625 8.5745 5.40443 2.72001 8.49776 1.04259 3.90931 HEUR 2 13 20 44.2212 13 21 54.0758 13 40 57.8447 13 41 105.365 13 42 59.1323 13 43 318.487 13 44 123.001 13 45 161.294 13 46 58.7779 13 47 57.6577 13 30 46.6409 13 31 58.0346 13 32 58.1204 13 33 46.6409 # ARGUMENTS VAR RATIO 10 TREE 14 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 11 19 16 14 18 8 1 3 7 5 VALUE 19 2 0.513117 6 2 0.36412 10 3 0.221255 13 5 0.53495 6 2 0.538889 19 1 0.151422 13 2 0.210024 5 5 0.34533 7 5 0.752419 4 4 0.975894 17 1 0.110111 3 2 0.799474 9 5 0.672937 10 2 0.0965977 14 1 0.657 5 1 0.718465 6 1 0.887537 19 1 0.0268045 14 1 0.06235 18 4 0.883472 14 1 0.407916 13 5 0.689981 9 5 0.189879 13 2 0.189835 14 5 0.357435 7 1 0.0398644 6 5 0.998805 13 2 0.735342 9 4 0.735268 6 5 0.730466 3 1 0.212421 9 1 0.221088 4 3 0.995688 14 2 0.180612 2 5 0.50232 2 3 0.730516 14 4 0.620944 6 4 0.754618 3 4 0.538275 12 1 0.595203 3 5 0.450179 1 3 0.589712 14 4 0.0735716 5 2 0.669377 3 5 0.508088 11 3 0.640872 12 2 0.214026 15 3 0.234908 9 4 0.0830692 7 3 0.0585909 4 1 0.0357297 16 5 0.312169 1 2 0.73048 5 3 0.371831 1 5 0.523949 18 3 0.246568 10 1 0.935007 18 5 0.908591 13 1 0.35413 10 3 0.658684 15 5 0.628691 9 1 0.800795 13 3 0.968616 18 2 0.664329 7 1 0.0826652 5 5 0.330387 5 1 0.163998 0 1 0.808585 5 2 0.00706252 15 4 0.144809 17 2 0.925702 5 2 0.589654 9 5 0.740315 2 4 0.794069 5 4 0.389271 17 5 0.0712501 14 1 0.0762461 1 2 0.75895 17 3 0.412705 3 2 0.566833 6 5 0.412199 15 4 0.687992 2 1 0.854821 8 2 0.479626 9 2 0.130154 10 2 0.43612 18 4 0.474356 1 1 0.261989 11 3 0.620669 11 5 0.933206 8 5 0.958087 17 1 0.882801 10 2 0.401594 5 2 0.326074 12 3 0.0796724 15 3 0.212531 9 5 0.735805 0 2 0.259083 4 2 0.205581 2 5 0.773037 9 1 0.958685 8 5 0.492298 STREAMCOST 4.96816 7.60909 4.68966 8.06139 6.94868 5.13963 9.40583 3.05416 8.24083 9.01962 5.27028 1.84737 5.44549 6.84093 3.29856 3.77995 6.46745 7.19684 1.56942 3.09002 HEUR 2 14 20 38.1907 14 21 45.3499 14 40 56.0437 14 41 109.773 14 42 62.2605 14 43 342.28 14 44 109.878 14 45 192.669 14 46 91.9021 14 47 79.1827 14 30 40.9863 14 31 46.2404 14 32 82.7796 14 33 40.985 # ARGUMENTS VAR RATIO 10 TREE 15 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 17 17 4 12 2 3 8 17 6 19 VALUE 10 1 0.305919 16 2 0.719925 2 2 0.249899 17 5 0.0324955 5 3 0.717774 11 5 0.984445 16 3 0.210551 16 1 0.705917 0 4 0.0394223 2 2 0.363664 19 5 0.372787 5 4 0.0874013 9 5 0.509715 5 5 0.228017 2 3 0.465093 6 1 0.370335 10 4 0.298999 7 3 0.593258 13 5 0.364329 17 4 0.588782 12 5 0.419982 13 3 0.326034 7 1 0.40619 16 1 0.664041 1 4 0.0783309 11 4 0.163998 0 3 0.499492 14 1 0.782492 0 2 0.639489 2 3 0.0522912 19 2 0.329766 4 1 0.766476 13 3 0.351099 18 4 0.338347 15 1 0.443875 17 2 0.816981 0 2 0.371333 6 1 0.622851 14 3 0.459444 18 3 0.280973 13 3 0.42529 3 4 0.66153 16 3 0.451871 6 5 0.471194 4 1 0.106823 12 1 0.774974 18 5 0.636566 19 2 0.352041 10 4 0.9208 13 5 0.233139 2 1 0.303654 1 2 0.939605 11 1 0.74342 12 2 0.372483 12 4 0.515675 5 5 0.471689 4 1 0.00164476 12 1 0.687917 8 5 0.498917 2 3 0.806637 17 1 0.20072 16 3 0.19867 18 5 0.363291 10 1 0.77584 17 4 0.6154 4 5 0.428529 12 5 0.936262 13 3 0.676801 2 4 0.678375 1 3 0.650734 0 4 0.77477 6 1 0.168088 10 2 0.665752 0 4 0.248664 18 4 0.123988 3 2 0.849741 7 5 0.401288 14 3 0.537465 19 1 0.611509 13 4 0.893183 1 2 0.434022 13 1 0.634531 4 5 0.850066 19 2 0.0316863 4 3 0.859933 13 3 0.362741 13 1 0.377876 2 4 0.0535395 7 3 0.551522 12 3 0.951025 2 1 0.159536 19 4 0.275841 9 1 0.630203 4 5 0.615052 1 4 0.299919 19 4 0.458236 9 4 0.78922 18 5 0.35432 15 1 0.121492 14 5 0.552419 17 5 0.0992906 0 2 0.954691 0 5 0.586841 10 4 0.584467 19 4 0.968505 STREAMCOST 3.76673 1.71127 6.56584 2.66269 7.97625 8.95182 9.49029 7.70062 1.75358 2.50315 1.03475 4.94658 2.80248 5.61392 5.23251 2.95643 2.02359 1.91479 5.64477 3.24068 HEUR 2 15 20 31.0234 15 21 41.2546 15 40 52.3661 15 41 86.7658 15 42 56.3518 15 43 266.813 15 44 98.2692 15 45 145.486 15 46 56.0188 15 47 51.8187 15 30 35.5581 15 31 45.0262 15 32 50.9122 15 33 35.5581 # ARGUMENTS VAR RATIO 10 TREE 16 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 5 7 11 2 12 7 1 3 8 15 VALUE 4 1 0.688726 13 1 0.865823 1 5 0.941011 13 3 0.171022 1 3 0.722641 11 1 0.726941 5 2 0.293487 14 4 0.361535 9 1 0.215062 6 3 0.707064 2 2 0.917687 3 3 0.274632 9 1 0.314566 16 1 0.059112 15 1 0.543269 15 4 0.88278 15 3 0.0722214 9 4 0.419846 1 1 0.685024 13 3 0.828035 9 4 0.661059 19 4 0.733002 5 1 0.0114789 8 4 0.244993 16 4 0.139642 15 3 0.159729 6 4 0.232215 2 1 0.287585 5 4 0.976853 11 2 0.0102857 7 4 0.0183999 0 4 0.63755 4 4 0.742352 7 3 0.554288 8 4 0.709253 14 5 0.999315 16 5 0.430655 15 5 0.707314 0 5 0.732782 8 4 0.708376 10 2 0.566987 11 4 0.822345 13 4 0.795313 19 1 0.604898 3 5 0.721319 1 2 0.157089 6 1 0.153446 7 1 0.736957 8 3 0.582915 5 4 0.406453 17 4 0.966526 6 3 0.842023 8 1 0.29894 1 5 0.12419 18 4 0.766137 17 1 0.139425 12 4 0.939216 7 1 0.454425 19 5 0.356689 3 4 0.421222 2 3 0.961352 4 4 0.670772 18 3 0.908827 1 3 0.542098 18 4 0.706217 11 2 0.643881 3 5 0.655553 17 5 0.852157 18 2 0.626176 13 1 0.170674 5 1 0.588209 STREAMCOST 4.24135 2.00574 8.48035 3.4257 4.56679 1.01786 8.19826 9.06907 1.65343 9.37295 7.64326 4.06211 2.24465 4.80323 5.87654 7.03177 2.57812 6.50115 1.17795 6.94831 HEUR 2 16 20 33.0388 16 21 60.8532 16 40 77.7774 16 41 99.1762 16 42 78.7101 16 43 288.746 16 44 119.829 16 45 132.646 16 46 74.5522 16 47 72.9828 16 30 35.1411 16 31 65.7888 16 32 81.0676 16 33 35.7991 # ARGUMENTS VAR RATIO 10 TREE 17 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 6 4 11 17 4 18 2 17 16 9 VALUE 13 1 0.637521 4 3 0.629758 0 5 0.357814 0 5 0.742566 1 3 0.864042 0 5 0.215513 1 3 0.652419 5 3 0.119063 11 2 0.483529 7 2 0.0011239 5 3 0.561509 10 2 0.0464572 15 2 0.418484 8 1 0.296757 3 4 0.0552413 10 4 0.758399 5 1 0.198774 10 5 0.793687 11 4 0.0823398 1 3 0.356221 3 3 0.676762 16 1 0.223084 8 5 0.887982 16 4 0.327688 1 3 0.960788 15 4 0.0500582 14 5 0.743577 0 5 0.213099 2 1 0.776975 18 5 0.850141 16 2 0.029157 16 2 0.288299 8 5 0.520635 6 3 0.519802 2 5 0.984384 0 1 0.37217 11 4 0.580775 10 5 0.0594198 3 2 0.0833254 19 5 0.164652 0 2 0.795595 19 4 0.45139 17 4 0.91611 7 2 0.649851 4 4 0.31052 18 4 0.270553 1 2 0.675486 13 5 0.488694 13 3 0.785084 6 2 0.958991 4 2 0.245372 15 4 0.159138 1 5 0.453737 5 3 0.158376 12 3 0.106169 2 3 0.609877 19 3 0.515681 16 3 0.0175021 19 2 0.832871 12 3 0.229553 1 3 0.871047 10 4 0.681971 14 1 0.82362 7 4 0.136752 8 3 0.514705 10 5 0.132334 17 5 0.310504 11 1 0.553914 10 5 0.44895 3 5 0.404659 9 3 0.504478 5 2 0.660249 15 3 0.947923 19 1 0.66065 13 5 0.163732 8 2 0.0498949 19 1 0.482855 7 3 0.515783 14 3 0.687432 16 1 0.992276 17 3 0.188584 18 4 0.915458 12 1 0.485399 1 5 0.741099 5 1 0.814179 13 4 0.95671 4 3 0.953303 7 3 0.690272 11 4 0.15721 12 3 0.943367 4 2 0.600507 0 2 0.166178 3 3 0.347246 8 2 0.999556 15 2 0.791709 18 1 0.862653 15 4 0.0558966 3 2 0.351456 13 1 0.718242 14 3 0.318663 6 4 0.389706 14 5 0.170652 10 5 0.87469 8 5 0.430229 STREAMCOST 9.4216 7.81987 5.43734 1.38175 6.40466 6.11064 2.86453 2.35313 9.60569 4.72727 9.88129 8.18161 8.46441 1.05552 5.84101 2.75483 1.75184 6.49663 3.82499 6.59318 HEUR 2 17 20 78.9451 17 21 114.803 17 40 119.783 17 41 177.783 17 42 117.468 17 43 364.883 17 44 186.073 17 45 182.747 17 46 125.074 17 47 121.499 17 30 80.7174 17 31 116.771 17 32 116.862 17 33 80.7159 # ARGUMENTS VAR RATIO 10 TREE 18 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 14 2 11 9 18 5 4 19 18 5 VALUE 15 1 0.666102 8 5 0.569141 5 5 0.0283059 19 4 0.323345 16 3 0.736175 11 1 0.288613 2 4 0.297724 4 4 0.285359 17 4 0.198634 7 4 0.555053 13 5 0.352392 10 4 0.938748 16 4 0.197421 5 5 0.424556 9 5 0.6666 3 2 0.538934 16 3 0.319686 15 2 0.70194 6 5 0.827889 10 3 0.361203 3 4 0.714257 18 4 0.560748 10 5 0.572528 14 1 0.161432 13 5 0.534659 9 1 0.959702 0 3 0.277853 15 5 0.555056 4 1 0.105015 2 1 0.484992 6 3 0.808198 4 2 0.0356203 18 2 0.988498 1 1 0.753372 15 2 0.685364 15 3 0.480724 5 2 0.664781 12 4 0.427566 9 2 0.987786 2 3 0.761178 13 5 0.430259 3 2 0.692148 18 3 0.687131 0 4 0.461993 0 3 0.906199 4 3 0.663223 9 3 0.135634 10 2 0.822109 6 2 0.148018 4 4 0.970127 10 4 0.894174 13 4 0.988281 12 4 0.067127 11 4 0.484555 7 2 0.470622 9 1 0.598808 3 5 0.377184 3 2 0.411309 0 5 0.237325 6 1 0.466349 7 3 0.833791 15 4 0.0102863 16 3 0.191483 15 4 0.939573 10 4 0.476026 19 4 0.237225 9 1 0.539345 16 5 0.155079 9 4 0.636742 19 4 0.258458 5 2 0.759179 8 3 0.669079 5 2 0.867093 10 1 0.0862958 5 5 0.988883 4 3 0.59221 11 5 0.0181641 7 5 0.93304 2 4 0.636138 5 5 0.747311 3 3 0.394727 15 3 0.76333 9 1 0.746356 13 3 0.0432686 10 3 0.415217 3 2 0.0442188 0 3 0.815988 16 4 0.307645 4 2 0.664528 0 4 0.248086 10 4 0.845907 14 2 0.584485 2 5 0.783524 12 5 0.958728 16 3 0.499297 19 3 0.749659 6 3 0.530705 7 5 0.572158 18 5 0.873121 5 2 0.683353 16 3 0.379982 2 1 0.901881 2 4 0.69182 8 4 0.505256 7 4 0.294499 STREAMCOST 5.27728 6.78912 4.00809 9.12938 5.77486 7.89507 1.73098 9.95845 7.58401 9.84196 8.92139 8.87585 1.75722 9.50983 4.87187 7.35379 5.85137 8.68091 9.44307 4.01038 HEUR 2 18 20 91.7835 18 21 138.277 18 40 137.823 18 41 211.975 18 42 157.638 18 43 459.677 18 44 294.947 18 45 231.741 18 46 158.261 18 47 148.932 18 30 105.287 18 31 137.841 18 32 137.872 18 33 105.287 # ARGUMENTS VAR RATIO 10 TREE 19 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 2 9 16 9 5 15 3 6 7 14 VALUE 1 1 0.671977 2 5 0.00814826 19 5 0.635661 12 2 0.849015 10 3 0.54556 1 2 0.716952 2 2 0.499659 11 1 0.867117 10 3 0.387007 3 4 0.523108 7 4 0.94616 11 4 0.611092 12 4 0.615232 2 4 0.974539 5 2 0.750156 18 2 0.611101 14 4 0.0647868 16 4 0.725025 11 1 0.553826 17 2 0.377446 3 2 0.541933 6 1 0.334312 16 2 0.711067 4 1 0.277894 1 2 0.0103439 2 5 0.182905 11 5 0.179739 14 2 0.244158 17 5 0.450255 7 5 0.373939 2 1 0.715674 1 5 0.799397 18 4 0.936303 2 4 0.761783 18 1 0.524228 18 3 0.274556 0 4 0.859104 16 1 0.028354 14 1 0.967368 10 5 0.437743 16 3 0.590508 16 2 0.110813 3 4 0.440212 6 4 0.740899 8 1 0.130523 2 1 0.988587 19 3 0.268852 7 5 0.278533 3 5 0.949434 14 3 0.718634 13 2 0.710733 13 3 0.957843 18 4 0.0539179 6 3 0.6935 4 1 0.348471 6 4 0.681191 7 1 0.630742 14 5 0.324354 8 3 0.0632698 3 1 0.855802 4 4 0.287521 18 2 0.335982 16 5 0.0820758 1 5 0.614696 16 1 0.333096 19 4 0.163703 19 1 0.959199 13 4 0.861572 17 3 0.347558 12 4 0.140389 3 3 0.348285 10 5 0.184838 15 2 0.83306 6 1 0.466941 0 5 0.857274 17 4 0.76229 17 5 0.861604 13 4 0.0776877 9 4 0.0931803 16 2 0.0206718 12 1 0.583997 13 2 0.1064 1 2 0.910252 6 2 0.378009 6 5 0.0566863 17 1 0.620425 STREAMCOST 2.13518 9.95797 1.89641 3.18402 2.45963 6.55635 2.35793 8.37191 3.81151 9.04248 6.03821 9.04325 4.1324 9.06901 4.14474 8.20608 6.52335 1.52769 1.63207 1.45891 HEUR 2 19 20 55.3824 19 21 61.1996 19 40 60.8212 19 41 127.903 19 42 82.582 19 43 290.244 19 44 133.364 19 45 194.376 19 46 89.8049 19 47 69.9392 19 30 59.2065 19 31 60.0681 19 32 60.1254 19 33 59.2065 # ARGUMENTS VAR RATIO 10 TREE 20 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 12 18 18 20 18 20 17 13 1 13 VALUE 13 5 0.378681 13 3 0.0411733 13 5 0.19385 16 2 0.782511 14 4 0.783004 9 5 0.866202 15 2 0.0366643 18 1 0.00137097 15 3 0.239218 9 2 0.272051 17 2 0.949779 19 3 0.929716 3 1 0.770252 9 3 0.447343 12 2 0.839498 17 3 0.288862 9 2 0.679411 11 4 0.808036 5 2 0.0673247 16 4 0.747132 9 3 0.329206 1 3 0.383349 5 3 0.310512 15 4 0.199278 11 1 0.31858 13 2 0.0198203 5 4 0.582241 14 1 0.295335 11 2 0.825824 5 1 0.136555 14 2 0.408643 0 4 0.344727 16 5 0.786071 3 3 0.967877 13 1 0.646567 4 3 0.160475 10 5 0.501258 18 1 0.847103 14 3 0.620431 10 4 0.335336 9 4 0.379806 12 2 0.381894 11 5 0.0841636 8 4 0.360562 18 5 0.891238 0 5 0.716221 6 1 0.703101 19 3 0.196478 13 5 0.268291 5 4 0.552718 0 4 0.695501 12 2 0.47266 3 5 0.332252 10 1 0.327168 18 4 0.284025 19 1 0.603211 2 4 0.755524 17 5 0.210839 0 5 0.121444 17 5 0.780342 10 2 0.924419 9 3 0.17649 15 3 0.422677 8 5 0.458756 7 4 0.354346 19 3 0.689884 7 1 0.84463 4 2 0.338159 7 2 0.415943 16 3 0.0524215 13 1 0.189776 11 4 0.080816 5 3 0.962674 13 1 0.007521 16 4 0.354995 16 1 0.972111 14 5 0.996601 8 1 0.899773 4 2 0.461925 14 4 0.558654 19 2 0.915947 0 3 0.273403 8 5 0.441076 11 4 0.122131 14 3 0.734733 7 2 0.537884 18 2 0.793669 10 2 0.643536 12 2 0.845141 17 1 0.788875 1 4 0.989425 3 4 0.86946 14 5 0.86639 13 2 0.0281817 2 2 0.742935 18 3 0.836471 15 3 0.485993 0 2 0.501014 7 1 0.676201 7 4 0.477651 19 5 0.681363 1 3 0.981404 2 3 0.503831 19 3 0.377829 5 1 0.618066 15 5 0.816438 13 2 0.575853 1 4 0.223119 19 5 0.864369 10 4 0.0427483 6 5 0.271914 11 5 0.202679 10 1 0.417426 17 4 0.629028 13 4 0.768486 6 3 0.595255 19 3 0.532791 15 2 0.896891 4 5 0.985348 12 3 0.0288535 14 5 0.154604 8 4 0.82225 13 5 0.736429 17 5 0.618937 15 2 0.39497 19 5 0.78569 0 3 0.794342 2 5 0.913032 10 3 0.630372 9 5 0.0603847 7 3 0.50354 15 3 0.843493 14 3 0.0176482 1 1 0.0493392 2 3 0.830885 1 2 0.738844 12 5 0.553552 1 4 0.261762 16 1 0.819213 9 1 0.326399 17 4 0.951782 0 2 0.389488 15 4 0.415164 3 3 0.364875 13 1 0.932778 14 5 0.291272 19 2 0.633604 9 1 0.918081 17 5 0.360871 3 4 0.411626 STREAMCOST 9.1666 8.69201 5.56344 1.50021 8.73322 8.56135 9.97123 6.50088 9.9862 6.20788 3.66781 4.75428 3.27664 2.74893 2.95999 8.06916 5.19905 9.67495 8.88998 5.77826 HEUR 2 20 20 29.0162 20 21 47.6355 20 40 55.0237 20 41 173.013 20 42 52.8693 20 43 495.846 20 44 154.94 20 45 242.671 20 46 55.1226 20 47 53.9823 20 30 30.2655 20 31 47.4768 20 32 47.4782 20 33 30.2655 # ARGUMENTS VAR RATIO 10 TREE 21 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 1 16 6 14 15 1 1 20 5 14 VALUE 1 1 0.302272 16 4 0.340338 6 5 0.583591 3 1 0.462894 17 1 0.133241 15 1 0.375285 9 3 0.8637 19 4 0.282042 19 3 0.759303 9 2 0.291064 8 3 0.71336 17 2 0.926464 17 5 0.913164 5 4 0.232593 10 2 0.167836 1 2 0.750855 5 2 0.327213 12 3 0.162855 10 3 0.217401 16 4 0.540911 14 4 0.849293 7 2 0.801466 12 5 0.652756 1 2 0.942565 8 3 0.810158 12 4 0.760619 17 2 0.490032 17 5 0.767273 17 3 0.788445 16 5 0.0287975 13 2 0.45439 14 2 0.378706 16 3 0.139665 14 3 0.280433 4 3 0.590458 10 5 0.135028 6 4 0.80461 8 4 0.300541 13 5 0.244112 13 5 0.727787 9 2 0.739109 1 3 0.389475 17 1 0.702164 19 1 0.716805 3 2 0.849905 18 2 0.236106 7 4 0.0412075 14 4 0.364986 16 1 0.897313 8 1 0.122377 17 4 0.17673 7 2 0.220913 7 4 0.570645 6 3 0.791538 10 2 0.523203 10 5 0.554323 4 4 0.208303 4 5 0.936893 6 4 0.675392 4 5 0.684251 1 3 0.781769 8 1 0.432208 10 4 0.438792 9 4 0.837206 15 1 0.0472291 10 1 0.0180476 12 5 0.71235 17 1 0.295822 12 2 0.150851 17 3 0.412132 19 1 0.843519 17 4 0.218084 9 4 0.916774 8 4 0.753186 0 3 0.672929 0 3 0.660744 9 2 0.436119 15 2 0.665668 5 3 0.772025 12 4 0.355026 3 3 0.760708 19 4 0.392977 14 2 0.228802 7 2 0.785866 5 2 0.897598 19 5 0.503213 12 5 0.139304 10 1 0.036354 7 3 0.11547 0 3 0.296272 5 4 0.110478 13 1 0.808132 6 2 0.665539 STREAMCOST 7.35022 3.80763 3.65236 5.71554 4.89548 4.00392 6.83383 1.79501 8.57198 1.79457 4.83082 3.27064 5.36076 2.96433 7.5818 1.5642 6.14446 7.99999 3.56024 5.46519 HEUR 2 21 20 17.4146 21 21 29.5639 21 40 38.9035 21 41 64.9406 21 42 39.5838 21 43 210.782 21 44 86.4996 21 45 100.882 21 46 36.7238 21 47 35.1396 21 30 17.6468 21 31 31.4997 21 32 61.3106 21 33 25.0293 # ARGUMENTS VAR RATIO 10 TREE 22 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 5 15 10 15 9 13 18 16 4 17 VALUE 6 5 0.270533 4 4 0.0113966 4 3 0.811951 16 1 0.15365 11 1 0.813726 1 4 0.869144 3 3 0.00614087 2 4 0.34161 19 3 0.701938 0 2 0.880805 15 5 0.688218 18 2 0.0558734 12 1 0.427555 17 3 0.398449 14 5 0.111895 14 5 0.777571 19 5 0.677411 18 4 0.547556 0 3 0.177759 12 5 0.135338 14 5 0.50809 6 1 0.728698 9 1 0.515773 14 2 0.931506 0 3 0.437681 15 1 0.493366 0 3 0.684829 13 5 0.460388 2 4 0.129064 16 3 0.68627 3 2 0.781623 10 4 0.666621 8 1 0.982029 15 4 0.894359 4 3 0.167488 16 3 0.724285 6 1 0.911537 15 1 0.365723 6 4 0.219137 16 4 0.620183 16 2 0.744564 11 1 0.867626 17 3 0.00551241 8 2 0.677397 19 3 0.941776 16 1 0.114167 13 1 0.164114 19 3 0.945654 4 1 0.157856 3 3 0.809119 11 3 0.469952 3 3 0.462289 6 3 0.886498 2 2 0.0886103 17 3 0.635196 7 4 0.122097 0 1 0.657311 12 5 0.971838 10 5 0.932646 16 3 0.50739 4 1 0.803854 11 5 0.757352 1 4 0.790306 8 3 0.617449 17 1 0.362417 2 2 0.0977781 17 5 0.602708 2 5 0.45992 0 5 0.704297 5 4 0.733988 7 1 0.193436 13 1 0.0787344 17 3 0.730942 7 5 0.961934 5 1 0.663819 13 3 0.151189 10 2 0.565398 14 1 0.179653 17 1 0.350075 16 3 0.860917 0 3 0.0489555 7 5 0.41702 4 2 0.724841 16 2 0.793692 14 5 0.651138 6 5 0.156374 12 2 0.0370921 6 1 0.222868 15 2 0.451779 7 4 0.629488 17 2 0.500381 0 5 0.473713 12 4 0.458592 19 2 0.025007 16 1 0.510383 17 1 0.851868 3 1 0.908682 0 1 0.00362032 9 2 0.0788816 19 3 0.0592856 13 3 0.0519641 19 5 0.307375 8 5 0.971564 0 2 0.860442 11 5 0.277051 19 1 0.512855 10 4 0.997814 16 3 0.139496 6 1 0.18787 11 1 0.51403 11 4 0.483676 5 5 0.0118313 8 2 0.261223 14 5 0.96948 15 2 0.0627385 1 2 0.943144 1 3 0.745517 15 2 0.951405 7 1 0.656196 19 5 0.185639 14 2 0.405874 4 4 0.400121 STREAMCOST 4.49308 3.88076 6.97165 1.5033 2.63792 7.98393 8.62836 8.54646 8.50243 6.22546 5.17899 8.50285 3.02503 8.4207 1.054 5.04724 5.86537 6.4937 5.58278 3.42586 HEUR 2 22 20 68.3496 22 21 75.387 22 40 80.0791 22 41 168.995 22 42 91.0685 22 43 350.405 22 44 173.735 22 45 266.858 22 46 94.317 22 47 88.168 22 30 78.653 22 31 81.6811 22 32 81.6924 22 33 78.653 # ARGUMENTS VAR RATIO 10 TREE 23 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 11 14 19 4 16 16 6 12 5 9 VALUE 13 1 0.167139 1 2 0.219653 12 5 0.41193 8 1 0.754573 17 5 0.884948 0 2 0.975955 11 3 0.978427 13 5 0.75263 1 3 0.294744 7 2 0.479574 16 2 0.626183 13 1 0.756127 0 5 0.942166 3 1 0.212153 8 5 0.346489 8 5 0.876078 8 3 0.828751 6 4 0.767322 2 1 0.596384 13 1 0.471681 1 4 0.831205 18 3 0.131682 3 5 0.547975 14 3 0.967892 15 5 0.655845 5 3 0.147436 3 1 0.240584 19 3 0.000423552 7 2 0.483055 9 5 0.0299374 18 5 0.505759 2 5 0.704792 16 1 0.231833 3 1 0.771205 9 4 0.878976 19 1 0.41255 4 4 0.917946 9 1 0.442966 18 2 0.234798 16 4 0.564856 19 1 0.255131 19 3 0.0311676 19 5 0.239371 10 1 0.0437534 13 4 0.845009 4 3 0.989086 2 4 0.622848 9 1 0.587992 1 3 0.345478 7 5 0.489014 15 3 0.384227 5 1 0.646018 2 5 0.534397 18 3 0.736293 10 2 0.126607 15 4 0.31936 11 1 0.757769 11 3 0.738008 1 2 0.602488 9 3 0.851174 0 4 0.0466299 6 3 0.546061 17 4 0.433018 19 4 0.46738 11 3 0.240182 2 2 0.267007 0 5 0.128894 4 3 0.501066 12 2 0.145362 5 4 0.702655 12 3 0.963545 4 5 0.876222 10 2 0.603475 4 1 0.0246754 19 1 0.895101 9 3 0.406533 5 1 0.63939 16 3 0.042233 12 1 0.396431 7 2 0.141211 7 3 0.849785 13 5 0.163428 5 2 0.338858 2 3 0.989137 7 1 0.328787 2 3 0.127405 1 4 0.0233799 3 1 0.0212942 19 2 0.760956 0 3 0.0457812 2 2 0.998587 10 5 0.888515 19 1 0.564785 15 2 0.804166 3 4 0.780853 15 1 0.614447 12 4 0.73804 4 3 0.699105 15 4 0.92726 15 1 0.495076 2 2 0.113801 7 2 0.514516 11 5 0.444644 15 3 0.764592 13 5 0.148848 14 1 0.711268 2 3 0.844617 13 2 0.441642 12 3 0.910708 9 1 0.103128 1 2 0.263554 18 2 0.184258 STREAMCOST 5.823 3.9908 2.85339 6.78372 7.81943 7.16557 6.55517 9.27443 8.01021 9.90655 2.74832 2.93542 3.21386 6.55993 6.76507 2.8 4.60097 8.30966 9.66449 4.06104 HEUR 2 23 20 56.7096 23 21 70.5653 23 40 74.0319 23 41 155.473 23 42 87.5778 23 43 431.083 23 44 128.777 23 45 174.486 23 46 111.338 23 47 98.8538 23 30 65.0543 23 31 75.2474 23 32 75.5366 23 33 65.0543 # ARGUMENTS VAR RATIO 10 TREE 24 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 20 6 14 2 20 7 5 20 8 11 VALUE 14 4 0.996456 9 2 0.618722 2 2 0.38398 11 2 0.020308 7 4 0.709652 8 5 0.901245 10 4 0.247294 5 4 0.484585 11 3 0.54256 19 5 0.454974 16 2 0.306013 11 4 0.512302 13 2 0.970428 6 5 0.946235 18 5 0.642225 19 4 0.93486 4 1 0.486032 3 5 0.361665 16 5 0.534681 1 4 0.534294 9 2 0.850328 6 4 0.237218 17 3 0.231697 6 3 0.764793 12 2 0.143037 13 1 0.469735 8 3 0.556883 12 5 0.823113 8 1 0.736751 12 5 0.849506 18 2 0.00202327 1 5 0.999628 17 2 0.699489 9 1 0.436456 11 4 0.820037 12 3 0.473185 7 3 0.5435 8 5 0.463185 2 4 0.0314388 0 5 0.518812 5 1 0.441949 12 2 0.563208 11 3 0.655286 5 2 0.347788 17 5 0.888724 14 2 0.875124 13 5 0.97212 11 4 0.889329 3 1 0.784673 6 5 0.0740697 7 2 0.0878861 18 2 0.943412 11 1 0.165513 3 4 0.281452 1 1 0.912874 17 1 0.669974 3 1 0.471953 16 3 0.580547 15 1 0.0127435 2 4 0.584767 5 1 0.60398 7 3 0.964952 4 4 0.136123 14 4 0.50741 9 1 0.519113 1 5 0.400584 12 5 0.43825 6 3 0.389171 4 2 0.256759 4 1 0.123278 18 2 0.392259 12 4 0.318937 7 4 0.11044 6 3 0.565901 9 5 0.0581459 16 5 0.632151 5 4 0.651091 10 1 0.725055 10 2 0.682149 13 4 0.898155 14 5 0.578734 19 2 0.584578 15 5 0.0512362 0 5 0.51943 8 2 0.635951 13 5 0.651695 3 3 0.551791 6 3 0.614733 18 5 0.833287 3 4 0.282403 13 1 0.286246 14 5 0.771916 1 4 0.421096 7 4 0.800405 18 2 0.157441 1 3 0.624236 9 1 0.748985 6 5 0.60277 0 5 0.505643 18 3 0.708005 1 5 0.0249223 19 3 0.858197 14 5 0.00968394 14 5 0.219252 0 1 0.566805 8 1 0.786209 7 4 0.394463 14 2 0.130368 8 5 0.929916 5 5 0.232933 3 1 0.730513 13 4 0.993236 17 1 0.580875 STREAMCOST 5.5247 7.28897 3.8606 3.26156 7.94642 8.31627 2.31488 6.06617 7.99184 3.79244 4.21756 4.37171 1.27618 8.39635 8.82827 9.14833 8.03661 9.26415 2.51247 3.06506 HEUR 2 24 20 48.6366 24 21 50.8837 24 40 64.6022 24 41 110.355 24 42 70.0303 24 43 322.835 24 44 213.474 24 45 177.101 24 46 95.3297 24 47 87.8095 24 30 50.4426 24 31 53.503 24 32 64.9105 24 33 50.4426 # ARGUMENTS VAR RATIO 10 TREE 25 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 18 14 12 9 6 2 4 4 9 4 VALUE 2 2 0.684969 12 3 0.175191 11 2 0.36708 15 3 0.946506 2 1 0.447031 10 3 0.406806 3 4 0.520719 13 2 0.36206 13 2 0.366395 18 5 0.256587 9 2 0.516502 18 2 0.477546 19 4 0.514244 16 3 0.311328 0 4 0.71993 9 3 0.639784 8 5 0.281701 2 5 0.230676 13 4 0.456069 10 2 0.719858 10 4 0.559242 17 4 0.616711 16 1 0.823694 18 1 0.471378 12 5 0.309258 10 3 0.640485 19 4 0.883201 13 2 0.0727579 10 1 0.0887024 19 4 0.666196 2 5 0.766486 11 1 0.121505 6 4 0.679852 8 3 0.5931 13 3 0.60212 8 4 0.0222273 8 2 0.396542 10 5 0.013318 14 3 0.0979372 0 5 0.210908 8 5 0.373989 13 5 0.650652 10 5 0.251937 0 1 0.990475 4 1 0.590885 14 1 0.273491 16 4 0.775203 7 1 0.215531 15 2 0.335366 6 3 0.203425 4 2 0.912094 6 4 0.0567266 13 2 0.0213763 18 4 0.649222 1 2 0.831163 14 1 0.305104 11 2 0.174626 12 4 0.493244 0 4 0.795971 12 4 0.367213 9 3 0.0885538 15 5 0.126974 1 2 0.469394 18 5 0.323302 1 2 0.24438 8 5 0.353804 9 5 0.190401 3 2 0.0231972 15 4 0.95854 1 4 0.996436 6 3 0.791581 15 3 0.913471 5 3 0.601961 12 2 0.44678 7 1 0.00659767 9 2 0.0851101 3 4 0.409622 3 1 0.710081 1 3 0.747595 19 1 0.75286 0 2 0.913751 6 5 0.229976 STREAMCOST 6.24583 7.58801 3.81358 7.25937 9.98441 9.23189 2.35013 1.62689 9.95033 7.74073 2.12468 8.59493 4.15949 4.35852 5.77952 7.95961 3.91243 2.21684 8.25776 9.30078 HEUR 2 25 20 89.7733 25 21 101.672 25 40 108.602 25 41 230.911 25 42 114.043 25 43 354.525 25 44 160.369 25 45 282.392 25 46 197.275 25 47 196.335 25 30 98.6629 25 31 106.193 25 32 109.191 25 33 98.6629 # ARGUMENTS VAR RATIO 10 TREE 26 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 7 15 11 6 16 12 16 2 18 3 VALUE 3 2 0.269505 15 3 0.814846 14 4 0.194952 7 1 0.634351 10 2 0.282766 0 4 0.423819 5 5 0.29352 13 5 0.183344 18 1 0.568175 17 3 0.715725 13 3 0.536629 12 5 0.490309 2 4 0.975342 9 4 0.526054 14 5 0.295064 3 4 0.918991 15 4 0.641366 15 5 0.72014 17 5 0.644671 4 2 0.578939 13 2 0.276997 19 1 0.134799 11 2 0.409059 18 3 0.628103 17 5 0.0967189 12 2 0.365321 19 1 0.921966 18 5 0.26488 1 2 0.883556 15 4 0.067548 4 3 0.103815 18 1 0.199111 15 5 0.952897 13 4 0.0620938 3 2 0.512047 13 1 0.523422 10 4 0.133859 6 1 0.892289 2 4 0.632725 4 5 0.714172 10 5 0.336817 10 3 0.773774 19 1 0.633264 13 2 0.452285 19 2 0.782451 13 1 0.575939 19 2 0.352072 4 2 0.783179 6 2 0.640174 6 3 0.203816 5 1 0.94591 5 3 0.680794 5 2 0.863353 16 3 0.281899 14 4 0.45391 4 4 0.913666 1 2 0.0667495 11 2 0.689425 12 5 0.0134325 9 2 0.260831 13 3 0.913525 13 2 0.333062 2 2 0.833857 13 3 0.264002 0 1 0.364682 6 4 0.255296 5 1 0.292478 7 1 0.362266 3 4 0.262541 19 4 0.761236 4 3 0.513952 8 4 0.377216 17 3 0.807019 8 5 0.989131 17 2 0.437775 11 3 0.188088 15 4 0.553916 14 4 0.794885 11 5 0.73626 14 5 0.87021 2 1 0.113452 18 4 0.205657 1 4 0.559537 2 3 0.142451 1 3 0.800466 10 1 0.274394 11 3 0.429844 9 2 0.0840762 9 1 0.0704096 12 1 0.10641 4 5 0.93863 5 2 0.905968 3 3 0.802954 10 1 0.975848 17 4 0.292904 1 1 0.747594 11 1 0.215925 7 1 0.84566 5 4 0.967705 3 1 0.586494 1 4 0.859953 15 5 0.634921 17 5 0.94258 3 5 0.852862 16 2 0.499376 18 5 0.23571 STREAMCOST 9.12706 2.85026 1.9588 4.00255 5.22823 4.44407 4.06176 3.01931 6.444 4.65192 4.84065 6.74167 7.02524 2.72518 9.65766 6.09666 4.65584 7.2951 4.64504 9.84698 HEUR 2 26 20 54.896 26 21 64.8783 26 40 71.6899 26 41 119.214 26 42 76.2389 26 43 355.864 26 44 183.638 26 45 163.762 26 46 75.6153 26 47 67.7894 26 30 60.9171 26 31 64.6364 26 32 70.1339 26 33 60.9171 # ARGUMENTS VAR RATIO 10 TREE 27 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 9 10 17 19 15 10 18 8 8 6 VALUE 19 5 0.893194 17 2 0.611567 14 3 0.663143 12 5 0.348527 17 5 0.749262 0 5 0.357012 3 1 0.325567 1 2 0.205736 15 5 0.15106 3 1 0.955043 1 2 0.305175 0 4 0.5657 3 4 0.0706413 4 4 0.991797 3 1 0.598917 12 3 0.515995 10 3 0.220656 4 4 0.582914 16 5 0.928893 18 4 0.0547401 9 4 0.492893 0 3 0.126669 1 4 0.117477 4 5 0.883757 11 3 0.0924219 5 1 0.742686 16 4 0.914788 9 4 0.0916566 7 2 0.705694 11 5 0.668194 5 5 0.68402 12 3 0.214556 17 5 0.923889 5 3 0.0786417 11 3 0.264275 17 5 0.409801 4 4 0.58337 18 4 0.138249 18 1 0.121658 19 4 0.415129 15 5 0.910535 12 2 0.842077 19 5 0.30373 11 5 0.0643871 2 1 0.67312 8 5 0.689574 11 4 0.467618 18 1 0.546507 7 5 0.210328 12 2 0.191003 7 1 0.980703 6 1 0.353343 16 4 0.459645 5 1 0.276461 3 3 0.460533 4 2 0.971527 10 1 0.721152 11 5 0.0637207 0 1 0.982805 15 4 0.809771 3 4 0.830363 16 3 0.141784 14 4 0.727693 3 5 0.300228 7 4 0.93924 11 3 0.7011 18 2 0.763658 0 3 0.337557 1 5 0.403581 1 3 0.304173 11 1 0.210127 8 5 0.200207 12 2 0.707047 1 4 0.61878 18 3 0.311676 10 1 0.246911 14 4 0.314199 16 2 0.199825 1 5 0.182485 17 2 0.210559 0 1 0.631224 19 2 0.0676277 13 2 0.623325 11 4 0.92717 16 3 0.113234 9 1 0.157295 1 5 0.111991 3 3 0.679852 18 1 0.840755 6 5 0.740049 16 4 0.156091 8 5 0.0110673 18 2 0.356974 19 3 0.707225 11 3 0.176426 15 3 0.797323 19 1 0.997088 3 1 0.980254 0 2 0.22988 6 4 0.0145115 4 1 0.813717 14 2 0.793041 13 4 0.750906 11 3 0.61049 8 5 0.699416 2 3 0.0447101 15 3 0.953531 6 5 0.649555 10 2 0.0351578 15 4 0.715462 15 3 0.877631 15 1 0.998768 3 5 0.543492 19 1 0.348962 10 3 0.534595 13 5 0.735076 11 5 0.460989 19 2 0.0949391 13 3 0.830058 17 2 0.956212 STREAMCOST 1.40315 6.01435 6.90418 7.2799 1.10604 1.89732 9.42113 9.62994 6.75049 8.81543 5.44132 9.52418 8.14991 3.02641 9.6624 8.61219 7.79104 1.52208 9.40381 4.20701 HEUR 2 27 20 53.3122 27 21 55.7589 27 40 56.7045 27 41 153.953 27 42 70.7592 27 43 430.398 27 44 285.025 27 45 272.914 27 46 76.115 27 47 69.8002 27 30 55.8236 27 31 56.2406 27 32 56.3779 27 33 55.8238 # ARGUMENTS VAR RATIO 10 TREE 28 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 15 4 12 6 3 4 8 8 16 7 VALUE 10 1 0.182693 9 5 0.934648 19 5 0.984213 11 1 0.890497 19 5 0.234808 17 1 0.671051 18 5 0.921725 9 2 0.64278 3 3 0.395423 3 3 0.557196 6 5 0.429569 17 5 0.7088 11 3 0.830888 4 5 0.42603 6 4 0.0910081 19 4 0.648495 2 5 0.725355 1 5 0.321408 1 5 0.447163 9 5 0.0368416 2 3 0.765272 17 4 0.487283 13 3 0.131702 3 1 0.813924 13 5 0.251183 15 5 0.818156 10 2 0.0591752 14 4 0.683985 12 2 0.895779 5 1 0.42862 12 4 0.316985 12 4 0.0760338 3 5 0.929888 12 3 0.957178 16 2 0.229969 1 1 0.0416492 13 3 0.578983 13 5 0.0254185 19 3 0.275306 14 4 0.891005 5 4 0.726249 10 3 0.961866 17 4 0.162262 3 5 0.0206962 0 4 0.700546 8 4 0.553205 0 3 0.197301 7 2 0.187396 15 4 0.365015 16 3 0.569566 7 4 0.514674 3 2 0.119435 17 3 0.623241 0 2 0.145325 15 1 0.895552 9 4 0.35406 17 4 0.820125 19 5 0.570099 7 1 0.611407 8 3 0.913594 4 5 0.0612511 6 5 0.509128 7 4 0.97884 8 2 0.325406 12 5 0.443352 3 1 0.375881 4 2 0.779248 4 1 0.105761 8 2 0.5948 18 5 0.358962 10 5 0.438633 14 1 0.919247 4 4 0.181604 13 2 0.535736 16 5 0.519288 7 2 0.0778974 9 1 0.604884 8 3 0.612392 0 4 0.39902 13 1 0.190707 9 2 0.856538 7 5 0.972914 7 3 0.71812 STREAMCOST 7.39148 1.0415 2.02355 7.8777 1.46424 7.7203 8.33651 8.73027 1.46139 5.11092 2.34627 9.52995 1.34211 6.73636 5.03075 5.47858 5.52431 2.7021 5.59046 7.83834 HEUR 2 28 20 89.3065 28 21 90.686 28 40 106.361 28 41 190.753 28 42 127.823 28 43 390.973 28 44 176.36 28 45 201.068 28 46 115.83 28 47 114.21 28 30 98.6586 28 31 99.7811 28 32 104.629 28 33 98.6687 # ARGUMENTS VAR RATIO 10 TREE 29 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 18 17 6 7 2 20 16 10 10 7 VALUE 10 2 0.726636 17 5 0.831657 15 4 0.733144 16 2 0.130599 14 1 0.0583773 7 3 0.501098 12 1 0.255915 0 2 0.0686493 13 5 0.84092 6 5 0.649362 0 2 0.92361 9 5 0.772559 19 2 0.484729 14 4 0.391368 14 2 0.466112 13 5 0.240483 8 1 0.12904 15 4 0.840349 9 2 0.658121 15 1 0.0594698 13 4 0.49094 16 4 0.688751 8 1 0.329811 13 3 0.0765094 18 5 0.307537 6 5 0.51461 2 5 0.970515 2 5 0.9936 18 3 0.23657 18 5 0.671578 16 1 0.163005 1 2 0.975438 11 3 0.878363 0 1 0.487003 7 5 0.653599 16 4 0.792401 19 2 0.123859 14 2 0.817023 11 1 0.475869 8 3 0.916795 7 5 0.975961 13 1 0.597653 3 2 0.384106 11 3 0.413327 7 1 0.781676 11 4 0.713691 0 4 0.640046 9 3 0.362289 5 5 0.269219 19 1 0.671189 9 5 0.540274 15 5 0.961641 7 2 0.891784 2 3 0.00249705 7 3 0.975313 9 2 0.629484 2 1 0.868958 12 4 0.529629 16 1 0.0332957 4 2 0.529576 3 5 0.666547 11 2 0.841973 1 3 0.650835 3 5 0.486428 14 1 0.75507 19 3 0.41124 11 3 0.757229 0 3 0.254638 9 4 0.920101 1 3 0.635323 4 3 0.376791 1 1 0.556624 11 5 0.0306115 9 5 0.381089 18 1 0.650854 19 4 0.472647 14 3 0.466967 7 4 0.149132 7 4 0.490456 15 4 0.678094 1 5 0.534725 18 4 0.701117 8 5 0.651005 15 3 0.888344 5 1 0.890968 14 1 0.768263 7 3 0.0396073 4 3 0.11909 12 4 0.850198 15 3 0.967134 5 4 0.326955 7 1 0.702449 12 4 0.57541 9 4 0.599013 13 2 0.690261 17 5 0.400642 17 4 0.0753214 17 4 0.605397 18 2 0.734219 19 1 0.879145 1 5 0.309432 11 1 0.70808 19 2 0.32053 18 4 0.791643 1 1 0.731655 11 2 0.629549 16 2 0.264969 7 1 0.538205 3 5 0.0473313 13 2 0.467211 19 5 0.668187 2 4 0.894477 3 1 0.00192738 STREAMCOST 8.56764 2.97002 4.55882 2.76797 8.1932 8.50743 5.66314 9.48665 7.39294 8.3474 8.97844 8.90524 6.67187 7.5484 8.21833 2.27512 8.60361 2.02525 5.19659 8.68742 HEUR 2 29 20 100.467 29 21 122.917 29 40 127.935 29 41 232.889 29 42 144.135 29 43 447.076 29 44 203.765 29 45 241.994 29 46 201.081 29 47 191.897 29 30 107.845 29 31 123.841 29 32 123.954 29 33 107.845 # ARGUMENTS VAR RATIO 10 TREE 30 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 13 19 8 5 14 9 4 13 20 15 VALUE 6 4 0.991751 18 2 0.696651 11 1 0.40669 8 1 0.177017 10 2 0.518176 19 4 0.0725839 18 3 0.0897034 4 1 0.291377 19 3 0.235181 1 2 0.865106 12 5 0.734953 0 4 0.176842 0 2 0.902514 10 2 0.931331 11 5 0.37642 19 1 0.749291 9 2 0.834715 7 2 0.638762 10 1 0.472379 19 2 0.975133 14 1 0.335242 5 3 0.206551 6 2 0.34625 4 2 0.0732409 13 3 0.212081 6 2 0.762699 7 4 0.573089 6 5 0.0880827 16 3 0.163181 12 1 0.330284 15 1 0.264857 12 2 0.261525 16 3 0.807455 8 3 0.519114 16 4 0.36519 19 1 0.612302 5 2 0.463867 6 4 0.783002 6 5 0.462537 17 5 0.413146 13 2 0.324034 12 3 0.00899564 12 3 0.596462 17 1 0.617487 12 2 0.493464 14 1 0.101038 0 2 0.939156 0 2 0.605074 1 4 0.387708 0 2 0.127841 19 4 0.939591 11 3 0.442207 19 2 0.989915 3 5 0.126641 3 2 0.36849 17 2 0.402508 6 1 0.290478 6 4 0.623416 1 1 0.935184 8 1 0.285695 10 4 0.0716038 12 4 0.479222 2 5 0.193513 2 5 0.516629 6 2 0.315642 13 5 0.0259505 8 5 0.511943 10 1 0.909424 2 3 0.0154561 1 2 0.159048 1 4 0.442187 5 2 0.937723 16 1 0.679786 13 2 0.849823 19 5 0.983392 10 2 0.935593 12 4 0.170891 14 1 0.746896 18 1 0.0490592 12 1 0.223986 7 1 0.591282 6 4 0.308658 19 1 0.346751 18 2 0.654647 14 1 0.428808 11 5 0.208772 17 1 0.780348 13 2 0.230079 17 1 0.368335 15 5 0.630474 5 3 0.638128 16 4 0.244745 4 5 0.722571 1 2 0.109269 1 1 0.0310667 2 4 0.321884 15 1 0.859755 12 2 0.421257 0 5 0.950973 17 5 0.469508 15 2 0.400192 8 2 0.897564 9 2 0.549471 2 1 0.238832 18 4 0.18059 14 2 0.0451583 5 1 0.874926 17 5 0.813713 15 4 0.695673 8 5 0.179631 10 2 0.304511 19 5 0.0411201 13 5 0.197107 12 4 0.705634 3 2 0.551081 8 3 0.376484 14 3 0.845382 13 5 0.768535 3 4 0.290584 7 4 0.807111 STREAMCOST 8.69965 6.95632 3.50277 8.87879 3.78629 3.73241 3.89145 3.76389 1.54336 1.93926 9.75679 2.49397 7.93161 4.41826 4.03574 7.67514 1.21142 4.11247 6.59108 4.11233 HEUR 2 30 20 48.4482 30 21 52.2029 30 40 53.1452 30 41 118.076 30 42 61.6154 30 43 302.061 30 44 127.254 30 45 146.241 30 46 67.1883 30 47 62.6062 30 30 47.4122 30 31 47.5157 30 32 47.6269 30 33 47.4122 # ARGUMENTS VAR RATIO 10 TREE 31 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 6 1 20 7 16 13 20 13 5 7 VALUE 2 2 0.908374 18 1 0.936176 1 5 0.543535 2 1 0.834899 7 3 0.66856 4 3 0.136231 0 4 0.194286 19 3 0.128478 1 2 0.297567 10 5 0.457524 5 1 0.267694 12 3 0.53334 16 2 0.506701 15 2 0.395917 6 1 0.974472 18 1 0.869531 4 3 0.690459 7 2 0.499365 9 4 0.675225 12 1 0.869154 4 4 0.522459 12 1 0.157154 1 4 0.0839679 2 2 0.780511 18 4 0.83199 5 4 0.615485 9 5 0.867324 8 2 0.0248331 1 3 0.149211 8 3 0.745635 6 2 0.301767 1 1 0.947749 11 3 0.718318 10 3 0.243469 3 4 0.210307 11 4 0.560783 7 3 0.387051 3 4 0.0695082 17 3 0.749625 5 2 0.1366 8 4 0.553576 8 3 0.638008 17 1 0.823734 7 1 0.0200962 6 2 0.420386 1 4 0.546979 12 1 0.515169 17 2 0.948501 0 2 0.036922 4 4 0.940593 3 1 0.402901 13 5 0.828792 8 4 0.542516 11 1 0.439095 8 5 0.464126 5 2 0.781786 12 3 0.231003 17 1 0.570028 7 3 0.633586 16 2 0.437612 11 1 0.782256 2 4 0.53715 18 4 0.771492 17 2 0.359687 19 3 0.906867 4 3 0.804085 11 1 0.47796 1 2 0.246595 1 2 0.293848 4 1 0.854665 6 2 0.165463 12 5 0.0684371 17 1 0.907987 4 5 0.527401 9 4 0.469039 12 5 0.29089 6 1 0.510374 1 2 0.820651 7 5 0.580413 14 2 0.309865 19 1 0.98004 12 1 0.770511 5 5 0.457168 13 1 0.710676 3 4 0.216404 17 5 0.848363 0 3 0.708665 9 3 0.324299 10 4 0.393775 3 5 0.041135 17 4 0.229087 4 4 0.415551 4 5 0.786127 2 1 0.212589 14 4 0.966289 17 1 0.410424 2 3 0.990033 16 2 0.702162 7 3 0.541633 0 3 0.670407 1 2 0.718676 15 1 0.539529 18 1 0.0449544 6 1 0.436858 15 5 0.464354 0 5 0.983718 15 5 0.264746 0 5 0.8135 STREAMCOST 4.33912 7.36243 3.10995 7.14638 2.71898 2.34061 9.39012 6.21546 1.71869 1.80718 5.43973 8.47638 1.30586 9.00278 5.67555 7.72769 3.87071 9.29876 2.18193 4.25529 HEUR 2 31 20 52.2201 31 21 64.895 31 40 72.0633 31 41 157.335 31 42 76.8071 31 43 306.36 31 44 128.589 31 45 170.161 31 46 97.4493 31 47 92.3991 31 30 57.8154 31 31 68.6221 31 32 71.7021 31 33 57.8154 # ARGUMENTS VAR RATIO 10 TREE 32 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 18 2 8 9 12 7 20 16 15 15 VALUE 16 2 0.101087 9 5 0.285257 12 4 0.596553 16 1 0.038792 6 2 0.662753 17 3 0.848221 11 4 0.703712 15 3 0.145692 0 3 0.561792 7 4 0.995617 18 3 0.0929099 19 5 0.452263 9 2 0.452018 0 5 0.181219 3 5 0.709371 2 1 0.703578 16 4 0.0351472 18 3 0.469542 3 2 0.30841 9 1 0.676486 4 4 0.674835 7 4 0.0666502 13 5 0.328954 16 3 0.654643 10 3 0.298541 13 3 0.39158 19 2 0.501135 10 2 0.399237 14 5 0.863331 7 1 0.829951 5 1 0.789069 9 3 0.461741 0 5 0.419335 5 2 0.507434 12 5 0.324621 3 5 0.638474 11 5 0.131092 9 3 0.720863 7 3 0.015 17 1 0.98028 15 2 0.427003 9 1 0.90589 12 5 0.640289 13 2 0.790165 2 5 0.472723 14 2 0.200244 8 5 0.376149 12 2 0.831915 11 1 0.431186 2 4 0.116049 14 2 0.776409 4 2 0.650779 4 3 0.504114 15 1 0.0118534 3 1 0.245464 12 1 0.59607 4 2 0.625732 12 4 0.389816 10 4 0.735386 10 5 0.321296 7 2 0.804923 7 5 0.894529 11 4 0.655847 13 2 0.132293 7 2 0.127305 0 2 0.256877 15 2 0.578871 1 4 0.193256 19 2 0.0942534 10 1 0.361497 8 4 0.222719 9 3 0.566744 16 5 0.604216 9 1 0.254441 7 5 0.283467 3 4 0.649694 5 1 0.761391 1 2 0.424183 0 3 0.942556 12 3 0.110787 14 2 0.59841 19 5 0.126285 3 1 0.417612 16 3 0.200686 13 3 0.743563 4 1 0.10168 11 1 0.952077 0 5 0.266795 4 5 0.611225 3 3 0.0912185 9 4 0.0440053 15 1 0.303199 10 5 0.388843 1 3 0.222806 3 4 0.893388 10 1 0.717978 15 5 0.773057 4 3 0.3851 19 2 0.00867732 19 1 0.511565 4 2 0.46732 10 5 0.365697 12 4 0.413561 15 2 0.506026 13 3 0.621603 10 4 0.0263185 1 3 0.0516689 13 2 0.713368 9 3 0.765888 15 3 0.492525 4 3 0.918451 13 1 0.831383 4 2 0.141049 3 1 0.918447 14 5 0.567222 11 4 0.964928 3 2 0.479093 6 5 0.807767 11 5 0.874535 19 1 0.137101 5 2 0.30534 9 5 0.546643 STREAMCOST 7.54033 1.29936 4.16976 6.58268 4.85321 7.47989 8.50046 6.19986 1.82596 3.44553 2.74982 2.96775 3.58004 1.65424 6.03398 9.47512 2.53252 4.11214 2.78412 4.90974 HEUR 2 32 20 43.6112 32 21 56.6475 32 40 64.9686 32 41 114.845 32 42 70.7225 32 43 302.052 32 44 103.529 32 45 157.382 32 46 81.7295 32 47 75.3304 32 30 52.7327 32 31 59.8502 32 32 62.8535 32 33 52.7327 # ARGUMENTS VAR RATIO 10 TREE 33 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 5 14 9 14 9 19 6 3 18 16 VALUE 3 4 0.0196614 17 5 0.879813 13 1 0.486588 16 5 0.221474 7 5 0.0795576 9 2 0.107151 3 4 0.983167 19 5 0.0981352 9 1 0.400959 7 3 0.830832 14 4 0.247768 4 4 0.255633 2 3 0.201176 11 1 0.119922 19 1 0.0557383 18 3 0.662498 14 2 0.97029 12 5 0.968054 10 4 0.331477 10 2 0.0446487 1 3 0.555914 2 1 0.124041 5 5 0.840608 0 2 0.162618 6 4 0.710402 1 1 0.370177 9 1 0.731577 2 4 0.475433 4 5 0.306197 15 1 0.991029 11 4 0.162569 18 5 0.821696 10 5 0.0594943 3 2 0.132444 12 4 0.188192 12 3 0.968134 1 2 0.73263 9 2 0.90448 6 5 0.396885 10 1 0.849622 9 4 0.893251 19 1 0.292506 16 3 0.275068 17 4 0.725851 16 1 0.901296 0 5 0.756987 8 2 0.686084 15 2 0.825528 15 4 0.434528 19 3 0.394272 15 3 0.173919 11 3 0.183639 17 3 0.689283 8 2 0.180377 8 2 0.567921 7 5 0.959269 11 2 0.972864 1 1 0.614795 4 2 0.566294 13 4 0.170696 19 1 0.885476 14 2 0.530213 6 3 0.850672 17 2 0.72838 13 5 0.44356 16 4 0.319927 15 5 0.967976 3 2 0.442275 13 5 0.80768 0 4 0.213732 16 5 0.267024 1 2 0.0938955 3 3 0.816075 4 5 0.135354 16 5 0.755213 14 3 0.667507 11 5 0.558133 11 5 0.264021 19 2 0.510181 3 4 0.618623 18 5 0.70196 4 3 0.337968 2 4 0.630287 9 4 0.0889861 5 2 0.123236 8 4 0.613042 5 2 0.264524 18 2 0.917298 17 4 0.562797 11 2 0.0664481 9 2 0.422143 9 4 0.724947 14 1 0.46204 15 2 0.421794 1 3 0.0383201 17 1 0.61442 0 1 0.723474 17 2 0.669745 17 4 0.132919 15 5 0.970538 11 2 0.768651 13 5 0.681143 7 1 0.195136 16 2 0.539963 8 4 0.830069 13 5 0.317437 11 3 0.803096 19 3 0.65104 7 1 0.712422 0 2 0.61833 4 2 0.342258 18 2 0.629198 8 3 0.33569 STREAMCOST 7.86137 4.84588 2.15707 8.70577 2.11485 1.43737 8.57186 2.31107 2.01022 6.83843 3.82012 8.13076 8.7103 2.12273 6.0161 4.50202 7.66394 4.72078 1.8032 4.84435 HEUR 2 33 20 68.9076 33 21 75.7019 33 40 79.3837 33 41 191.737 33 42 89.4679 33 43 383.229 33 44 165.241 33 45 191.106 33 46 100.645 33 47 95.0722 33 30 74.0232 33 31 77.5575 33 32 77.5587 33 33 74.0232 # ARGUMENTS VAR RATIO 10 TREE 34 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 1 4 16 9 2 9 13 9 1 3 VALUE 18 4 0.426574 6 2 0.40834 3 5 0.414825 15 1 0.747597 12 5 0.869369 17 4 0.387635 16 2 0.826511 18 2 0.789821 16 3 0.282541 7 1 0.407851 14 2 0.472537 17 3 0.33366 7 3 0.941147 8 1 0.998086 18 4 0.156934 0 3 0.542549 4 2 0.174693 17 3 0.877098 17 5 0.923681 5 5 0.942842 9 4 0.820964 16 5 0.984673 15 5 0.461585 13 2 0.412388 2 4 0.984777 16 1 0.136437 5 3 0.69913 0 4 0.912551 4 1 0.801849 12 3 0.807382 1 4 0.0341598 10 3 0.154191 2 1 0.241233 0 1 0.216259 13 3 0.854428 10 1 0.234675 16 2 0.0754465 4 4 0.297845 16 3 0.291522 10 3 0.441356 3 4 0.952968 19 1 0.23037 17 2 0.839402 13 5 0.921079 1 4 0.96331 18 1 0.998508 0 2 0.744782 3 5 0.462205 18 2 0.629927 0 2 0.955891 9 4 0.802129 17 5 0.417596 3 5 0.618682 7 1 0.850748 1 3 0.860111 4 5 0.595261 17 4 0.611041 14 2 0.786857 9 4 0.971355 5 1 0.492178 15 3 0.613603 18 3 0.345807 9 5 0.277432 11 5 0.316953 18 1 0.394712 0 5 0.489259 12 4 0.0694325 STREAMCOST 4.27207 5.49715 7.67896 7.88576 7.02325 8.2609 9.34737 5.33114 4.22882 8.95577 2.1166 9.95975 5.64361 9.42147 9.14411 4.72405 5.62966 9.54867 5.05324 3.96206 HEUR 2 34 20 79.7731 34 21 119.605 34 40 135.536 34 41 236.267 34 42 146.255 34 43 453.535 34 44 214.164 34 45 172.778 34 46 129.733 34 47 119.184 34 30 85.3528 34 31 122.945 34 32 157.878 34 33 85.3327 # ARGUMENTS VAR RATIO 10 TREE 35 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 10 9 7 14 5 5 6 1 17 14 VALUE 2 3 0.626437 12 2 0.282275 13 5 0.678971 19 4 0.780872 0 1 0.912598 19 2 0.89624 6 4 0.989064 7 1 0.999299 19 1 0.750084 6 2 0.714152 2 3 0.51579 16 2 0.764031 1 4 0.338226 8 1 0.764996 15 2 0.874722 19 3 0.400147 1 3 0.824331 4 3 0.585815 17 1 0.174046 18 3 0.984929 16 1 0.978662 8 4 0.0434422 17 5 0.248877 1 4 0.975363 6 5 0.245361 18 3 0.211811 2 1 0.343097 5 4 0.0323653 16 4 0.355388 10 2 0.235588 16 1 0.603713 13 3 0.732397 18 2 0.653112 10 4 0.472802 6 3 0.120142 2 1 0.326351 15 4 0.512503 9 3 0.584657 15 5 0.951106 19 1 0.100012 18 2 0.115483 7 5 0.594903 8 4 0.142151 14 4 0.926255 5 5 0.573479 13 1 0.743247 17 1 0.0030835 3 3 0.0627124 9 2 0.457967 0 4 0.456052 0 2 0.221546 2 2 0.745213 19 2 0.47315 4 4 0.533311 7 4 0.367917 10 3 0.680176 10 1 0.856151 18 4 0.423247 11 1 0.648749 19 1 0.72748 1 5 0.579596 4 5 0.771598 6 3 0.287158 14 2 0.958533 9 3 0.381543 2 1 0.316523 9 5 0.948365 9 3 0.273788 19 3 0.578771 1 4 0.264588 4 3 0.877143 18 3 0.0681985 10 3 0.930065 9 1 0.0688257 7 4 0.0114285 4 2 0.862897 17 5 0.958187 16 2 0.353056 13 1 0.683648 1 4 0.896943 9 3 0.897903 11 5 0.645946 15 3 0.196301 9 3 0.817157 18 3 0.576277 12 4 0.0245912 5 4 0.747508 5 4 0.431146 STREAMCOST 4.28914 9.56622 4.15053 7.1328 2.44589 6.69627 2.77393 5.636 8.12029 6.55166 4.96902 1.13588 9.36859 1.56214 9.41274 7.97577 7.72139 2.41995 2.33354 4.09445 HEUR 2 35 20 13.4363 35 21 25.9095 35 40 65.3351 35 41 33.6295 35 42 36.6842 35 43 239.407 35 44 140.609 35 45 130.663 35 46 77.4847 35 47 71.9504 35 30 14.496 35 31 20.7465 35 32 72.3669 35 33 14.496 # ARGUMENTS VAR RATIO 10 TREE 36 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 15 2 13 15 20 17 3 18 17 2 VALUE 7 5 0.186557 9 2 0.411395 12 5 0.0325609 18 5 0.750582 18 1 0.55013 11 1 0.764312 4 3 0.00236597 15 2 0.648277 7 3 0.452744 9 2 0.799846 9 1 0.210407 12 4 0.241261 9 3 0.592685 13 2 0.410716 4 1 0.215618 6 1 0.325007 0 2 0.629069 8 3 0.819579 4 1 0.524828 15 1 0.0558931 6 5 0.998178 13 2 0.536183 0 4 0.150733 19 3 0.888124 7 2 0.639769 19 3 0.845182 3 1 0.351765 19 3 0.0983447 16 2 0.402824 0 3 0.141469 17 5 0.196441 2 4 0.0513933 13 1 0.205423 9 1 0.267462 4 1 0.868844 7 4 0.753289 13 2 0.400279 14 1 0.735085 4 1 0.201255 14 1 0.685276 18 4 0.250645 10 5 0.36469 15 1 0.146951 7 5 0.667919 1 2 0.663762 6 4 0.732654 6 4 0.450715 15 4 0.327714 17 5 0.712292 11 3 0.845397 19 3 0.334586 11 2 0.518032 11 5 0.993271 14 5 0.423004 2 4 0.385494 19 3 0.530244 3 4 0.0111341 16 4 0.958713 19 4 0.254431 0 5 0.256342 15 2 0.834671 12 3 0.655166 18 3 0.367405 4 3 0.470531 11 1 0.240029 0 4 0.0992357 3 1 0.148147 4 4 0.865086 3 5 0.308859 19 5 0.109053 1 4 0.586565 8 4 0.13075 11 2 0.50922 18 2 0.844975 14 2 0.305116 8 4 0.437692 18 4 0.443615 5 1 0.18804 17 5 0.935194 18 5 0.659094 1 2 0.805482 4 5 0.477324 4 3 0.0813625 3 2 0.344523 10 5 0.412956 18 4 0.516254 16 4 0.182197 0 4 0.84471 8 2 0.349287 3 5 0.342458 6 4 0.780973 0 2 0.977454 18 4 0.478269 12 3 0.592145 3 2 0.383698 16 5 0.179299 0 5 0.850652 11 3 0.312527 15 1 0.345247 1 3 0.0810863 9 4 0.674 15 4 0.173207 4 4 0.460093 16 1 0.215792 4 3 0.912285 11 5 0.533111 5 4 0.485572 11 3 0.581992 11 3 0.757315 2 5 0.518095 13 4 0.568261 12 2 0.624579 6 5 0.920529 9 1 0.883307 9 5 0.809766 19 4 0.536209 19 5 0.354808 0 2 0.589197 2 2 0.971164 7 5 0.228548 14 5 0.447883 14 4 0.172773 STREAMCOST 6.50561 5.73012 1.27282 4.90515 8.35781 9.97758 7.80155 7.32415 6.35897 6.85877 2.27317 2.01569 4.5528 1.36177 6.39415 2.96299 3.58193 1.43795 8.07988 9.16792 HEUR 2 36 20 58.597 36 21 67.9423 36 40 77.725 36 41 113.884 36 42 72.9683 36 43 355.267 36 44 152.262 36 45 203.429 36 46 104.987 36 47 88.2806 36 30 61.1607 36 31 68.7667 36 32 75.5789 36 33 61.1607 # ARGUMENTS VAR RATIO 10 TREE 37 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 19 3 10 11 4 16 12 7 13 18 VALUE 13 1 0.103438 12 4 0.629756 5 1 0.753425 6 4 0.573791 12 3 0.443489 0 5 0.606849 17 4 0.196804 8 3 0.0954637 11 5 0.704949 13 5 0.826453 1 2 0.134812 17 1 0.202185 7 4 0.803411 7 5 0.602414 6 4 0.47842 10 1 0.6597 18 3 0.763576 12 1 0.581504 7 4 0.595582 7 1 0.501386 16 2 0.640271 5 1 0.105299 16 5 0.404893 16 1 0.17209 9 1 0.336851 18 3 0.765256 18 5 0.876555 11 4 0.927697 9 3 0.703901 13 1 0.188236 13 1 0.41898 11 5 0.284828 18 5 0.977051 13 3 0.258187 19 2 0.587285 10 2 0.336289 9 4 0.443172 12 4 0.426499 12 1 0.863061 0 2 0.890805 13 4 0.418606 10 2 0.232963 0 3 0.597521 13 5 0.412601 19 1 0.840288 8 5 0.425634 11 2 0.408245 9 5 0.176222 1 3 0.687339 6 3 0.556943 15 1 0.485275 5 2 0.307829 2 5 0.43439 7 5 0.437154 15 1 0.326484 2 1 0.107904 4 3 0.664681 2 1 0.117936 2 5 0.547579 9 2 0.354813 7 1 0.616702 18 3 0.955547 8 4 0.357453 17 3 0.436797 12 3 0.244994 1 4 0.36432 15 2 0.260824 11 5 0.630114 13 2 0.837989 13 4 0.713808 3 4 0.472698 1 3 0.157938 13 4 0.0910703 8 1 0.96696 10 2 0.0784493 16 3 0.309434 0 2 0.810402 5 1 0.963535 19 3 0.923945 16 2 0.632244 11 4 0.743673 7 4 0.536972 12 3 0.481293 0 5 0.0683052 2 2 0.815268 17 2 0.521121 0 5 0.0441211 6 1 0.925606 4 1 0.939909 13 4 0.334177 10 5 0.745415 2 5 0.26124 3 3 0.494241 13 5 0.85771 3 4 0.488274 7 4 0.0514587 2 4 0.418394 9 4 0.561519 19 4 0.157438 11 2 0.631641 14 5 0.620059 0 4 0.592897 14 1 0.487728 4 2 0.0815393 4 2 0.615946 0 4 0.956824 19 5 0.519631 3 4 0.41415 14 4 0.0471378 13 4 0.710714 12 3 0.409211 0 2 0.744273 12 2 0.355874 STREAMCOST 6.83498 4.42094 9.84173 4.81833 7.46463 2.20566 1.81976 2.64606 4.53845 2.6226 6.80696 3.20808 7.22755 6.10009 7.11618 4.57775 3.13839 4.22454 5.81145 4.46126 HEUR 2 37 20 75.5018 37 21 91.4649 37 40 100.922 37 41 160.258 37 42 112.503 37 43 278.783 37 44 142.66 37 45 170.717 37 46 101.375 37 47 99.4024 37 30 83.9136 37 31 87.1956 37 32 91.56 37 33 84.5719 # ARGUMENTS VAR RATIO 10 TREE 38 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 8 18 18 19 19 18 15 9 13 19 VALUE 12 3 0.200127 3 2 0.137344 5 5 0.0746073 16 2 0.807007 8 4 0.483249 13 5 0.641381 10 4 0.562263 15 3 0.0332929 13 1 0.504829 8 5 0.549339 19 3 0.858144 0 2 0.240596 10 1 0.654678 19 5 0.0783593 19 3 0.448535 14 4 0.550528 14 2 0.0881456 3 4 0.466118 18 2 0.614906 5 2 0.0721764 4 2 0.413179 6 4 0.916309 0 4 0.184279 1 3 0.994303 11 5 0.127193 3 5 0.60803 4 1 0.090426 14 1 0.868643 19 3 0.323992 9 3 0.205334 9 5 0.417705 1 2 0.809307 11 4 0.363286 2 2 0.148366 8 3 0.601268 8 2 0.811337 12 3 0.417274 18 2 0.730978 13 5 0.91984 18 3 0.00146957 13 2 0.643999 1 4 0.656763 7 5 0.728797 12 4 0.135308 9 5 0.0271525 6 3 0.163901 9 5 0.641776 4 3 0.716472 19 4 0.787919 1 4 0.470953 8 1 0.745669 0 1 0.145647 0 2 0.737074 6 3 0.677505 5 3 0.542818 6 5 0.650501 7 4 0.873466 2 5 0.398556 4 4 0.65052 13 5 0.800324 13 2 0.510102 16 2 0.0691171 2 5 0.407652 4 5 0.67783 4 2 0.210678 6 2 0.0643214 10 5 0.58471 15 4 0.645022 5 5 0.103261 2 5 0.95434 0 5 0.521586 12 2 0.49154 13 2 0.150582 17 5 0.812182 1 4 0.812499 18 3 0.938367 10 4 0.983545 14 3 0.188964 8 4 0.76617 6 4 0.400624 17 4 0.775011 12 1 0.230427 9 2 0.69531 4 2 0.150591 19 1 0.551583 15 3 0.899321 14 5 0.701944 14 2 0.204363 6 5 0.711805 14 4 0.499726 14 1 0.487441 11 3 0.358799 19 4 0.621337 1 3 0.168124 10 2 0.353291 16 2 0.209122 1 4 0.30172 16 2 0.971733 12 3 0.238748 14 2 0.747031 11 3 0.425347 16 5 0.687856 5 1 0.910616 15 4 0.454589 4 5 0.802465 0 2 0.0996692 17 2 0.368746 6 1 0.454902 1 3 0.662863 7 3 0.991239 3 3 0.685195 5 1 0.452984 12 1 0.0950505 13 5 0.745947 0 3 0.521806 2 5 0.520375 6 5 0.387802 16 2 0.165858 3 4 0.189196 19 2 0.805868 19 4 0.0276758 1 1 0.376451 3 5 0.555462 13 4 0.98881 0 5 0.164381 2 5 0.144609 11 1 0.501719 17 5 0.179701 4 1 0.666532 3 5 0.417527 0 4 0.906801 13 2 0.757464 7 4 0.740647 3 4 0.420233 2 5 0.931517 2 4 0.31722 0 4 0.423451 19 5 0.573985 5 5 0.446201 4 4 0.44536 4 3 0.678319 14 5 0.493915 14 5 0.630741 0 5 0.720687 15 3 0.719862 18 4 0.884182 18 1 0.24554 4 3 0.615592 11 4 0.254344 4 5 0.041294 8 1 0.305042 14 4 0.153319 3 5 0.927919 15 1 0.391421 17 1 0.594677 5 3 0.588203 STREAMCOST 8.69337 8.65982 8.78852 9.1027 8.159 2.66955 8.28322 6.41173 7.69786 6.12061 7.33473 7.6044 1.66889 4.32404 1.09044 7.72561 1.84916 5.63905 3.74162 4.44296 HEUR 2 38 20 44.7603 38 21 45.3554 38 40 49.109 38 41 128.78 38 42 52.7902 38 43 452.686 38 44 205.564 38 45 285.107 38 46 69.8601 38 47 64.5802 38 30 45.4463 38 31 45.4467 38 32 45.4475 38 33 45.4464 # ARGUMENTS VAR RATIO 10 TREE 39 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 11 1 16 17 17 8 3 17 13 13 VALUE 10 3 0.463908 4 3 0.691927 12 2 0.925664 18 5 0.5294 18 2 0.919585 9 3 0.990665 16 2 0.94626 4 4 0.344621 5 2 0.592351 7 5 0.684747 0 2 0.854799 18 4 0.106829 5 2 0.485406 17 5 0.148674 12 3 0.157146 17 3 0.32721 3 2 0.670447 14 3 0.2358 3 3 0.932496 10 3 0.197569 13 4 0.671348 13 5 0.341103 0 2 0.847845 4 3 0.653367 9 5 0.715264 9 5 0.123134 2 5 0.612362 5 2 0.246536 0 4 0.280657 10 2 0.431756 2 3 0.722961 14 2 0.482294 15 5 0.722897 9 2 0.995002 4 2 0.23473 0 1 0.536405 18 3 0.54118 4 5 0.38452 17 1 0.0136369 7 5 0.22207 6 2 0.947949 15 1 0.417242 19 3 0.814399 4 2 0.215708 5 5 0.411292 13 2 0.580698 19 5 0.438413 6 2 0.121743 13 3 0.0908246 6 5 0.818189 16 2 0.719131 2 4 0.580271 2 4 0.480929 8 3 0.788798 6 5 0.796599 6 5 0.647374 14 2 0.953826 10 3 0.515024 10 4 0.777641 11 1 0.594457 11 3 0.492973 18 4 0.344206 17 3 0.596025 7 2 0.594655 6 1 0.807221 16 5 0.440849 12 2 0.269995 4 1 0.439058 0 1 0.462596 11 1 0.234085 18 3 0.562707 0 1 0.219144 7 5 0.046747 10 2 0.106872 18 2 0.761536 0 2 0.952263 15 3 0.334291 2 1 0.923384 13 2 0.845726 6 2 0.429147 3 1 0.567298 2 5 0.548785 10 3 0.438196 13 5 0.676507 14 2 0.146185 8 2 0.633428 8 5 0.102967 14 4 0.665039 4 5 0.981871 4 1 0.769836 12 3 0.113262 12 2 0.392274 6 4 0.666964 6 5 0.650503 16 4 0.325514 3 5 0.755087 16 2 0.992667 15 5 0.414964 5 4 0.952085 2 2 0.431514 14 3 0.203031 3 2 0.96668 14 5 0.432764 14 1 0.90115 5 5 0.95377 9 3 0.29333 7 5 0.398718 3 2 0.741978 11 2 0.463517 7 2 0.820897 16 4 0.680766 11 3 0.79947 11 2 0.801295 10 3 0.20273 13 5 0.45637 17 2 0.827711 STREAMCOST 7.65428 2.76409 2.22454 2.38656 9.68264 7.94391 3.19647 3.2016 1.56699 8.83692 3.64648 9.82191 6.43965 2.56996 3.38923 4.84392 6.71768 8.77438 6.38427 8.74635 HEUR 2 39 20 78.4929 39 21 107.923 39 40 113.88 39 41 183.63 39 42 127.536 39 43 360.556 39 44 186.311 39 45 238.869 39 46 109.077 39 47 102.672 39 30 107.811 39 31 116.347 39 32 118.534 39 33 107.811 # ARGUMENTS VAR RATIO 10 TREE 40 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 9 13 2 3 16 15 6 3 10 12 VALUE 6 1 0.5264 3 4 0.912035 15 1 0.686242 10 5 0.52397 12 5 0.813969 8 4 0.281559 0 2 0.904267 8 3 0.95144 2 5 0.8353 16 2 0.423974 3 4 0.449147 11 4 0.680217 19 2 0.833333 11 3 0.616369 12 1 0.835035 7 3 0.0954306 15 3 0.636922 5 2 0.760937 0 5 0.541985 13 2 0.826108 2 5 0.548892 1 1 0.523487 7 2 0.240038 14 1 0.0594449 11 3 0.922765 16 1 0.489285 14 2 0.720013 9 1 0.000395626 11 3 0.697678 14 5 0.263079 19 2 0.83573 19 5 0.281648 10 1 0.194498 17 1 0.624682 18 3 0.391326 3 3 0.796344 3 4 0.132345 3 3 0.0510921 6 3 0.45692 6 1 0.400599 5 1 0.921094 19 1 0.240674 12 1 0.751329 6 3 0.0891602 12 2 0.428707 0 5 0.839741 17 2 0.118201 18 1 0.656557 17 1 0.0120821 3 4 0.0666483 2 5 0.147753 2 3 0.570954 16 5 0.401696 3 4 0.0631458 7 1 0.93226 16 1 0.110923 17 3 0.493169 5 1 0.958355 17 4 0.112716 13 3 0.0259618 5 5 0.181247 10 4 0.491009 10 4 0.289602 6 4 0.549588 19 4 0.00422437 3 2 0.139608 9 2 0.926106 8 3 0.46705 18 2 0.910491 11 3 0.29911 14 1 0.247343 7 4 0.72321 16 5 0.970377 16 4 0.809715 12 2 0.0493093 6 3 0.704816 5 1 0.381912 1 3 0.591767 5 5 0.000426665 12 2 0.274482 7 4 0.499657 13 3 0.459615 8 5 0.291602 2 4 0.0820195 11 2 0.852577 16 1 0.398981 1 4 0.516861 6 2 0.9154 10 5 0.116678 STREAMCOST 9.92042 8.31915 4.25606 9.27441 3.56909 9.93047 6.33866 3.17584 9.84294 7.60416 8.16857 1.45636 4.77588 3.58426 8.66219 8.36125 5.07431 5.12353 4.10543 4.72567 HEUR 2 40 20 69.3837 40 21 83.0339 40 40 101.742 40 41 164.367 40 42 119.248 40 43 350.761 40 44 189.4 40 45 188.644 40 46 155.047 40 47 154.213 40 30 75.1361 40 31 88.8652 40 32 104.108 40 33 75.2981 # ARGUMENTS VAR RATIO 10 TREE 41 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 6 14 1 7 14 4 1 13 3 19 VALUE 12 4 0.190931 15 4 0.702974 18 5 0.41878 16 2 0.179029 5 3 0.186282 13 2 0.873727 9 3 0.0695205 4 4 0.0368443 6 1 0.745282 7 2 0.723974 12 3 0.728456 13 3 0.567908 7 3 0.232223 4 3 0.697341 7 1 0.583606 13 1 0.947595 14 4 0.0831979 6 1 0.0776913 6 3 0.642927 9 5 0.763101 5 1 0.582225 9 5 0.772462 15 3 0.218088 15 2 0.909857 14 5 0.353918 1 3 0.692909 4 3 0.282663 7 5 0.0549794 17 5 0.142769 1 2 0.414676 10 4 0.900858 4 4 0.37123 13 4 0.282595 3 2 0.620844 3 3 0.663788 3 5 0.531283 13 4 0.862983 5 5 0.642942 16 1 0.829748 2 1 0.478102 4 3 0.266327 6 2 0.576241 9 5 0.321419 15 3 0.128664 11 1 0.39365 10 3 0.742429 7 5 0.203697 13 2 0.778943 14 4 0.737267 15 4 0.21937 2 3 0.188446 15 3 0.85788 17 5 0.0326104 8 1 0.934946 16 4 0.76674 1 3 0.359035 18 3 0.434923 2 3 0.50981 9 1 0.148161 4 3 0.385678 10 3 0.885119 8 1 0.232712 1 3 0.334995 14 4 0.332759 7 1 0.36164 6 2 0.120339 3 4 0.339581 7 3 0.282476 14 1 0.808869 4 2 0.86367 15 1 0.331043 16 2 0.526399 12 2 0.410367 7 1 0.444092 11 2 0.282435 9 2 0.975227 3 1 0.98312 18 1 0.533398 8 1 0.132923 19 1 0.209698 14 5 0.856886 8 4 0.210081 STREAMCOST 7.85096 4.06218 7.03778 6.21087 1.82811 9.12616 6.66642 8.63205 9.49758 9.12786 1.9967 5.94877 2.34802 5.25217 6.40566 8.72415 1.13139 6.2135 6.0415 4.53675 HEUR 2 41 20 41.7664 41 21 61.0174 41 40 77.9065 41 41 109.326 41 42 75.692 41 43 250.126 41 44 151.974 41 45 126.002 41 46 102.576 41 47 101.78 41 30 44.7356 41 31 58.2693 41 32 102.664 41 33 44.8904 # ARGUMENTS VAR RATIO 10 TREE 42 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 8 16 20 4 15 16 12 12 4 9 VALUE 3 1 0.0580836 9 5 0.333709 12 1 0.708073 13 1 0.0564116 19 4 0.832443 18 2 0.000778765 3 5 0.183405 12 2 0.611653 10 1 0.431945 0 2 0.524775 12 2 0.139494 0 2 0.973756 7 2 0.45607 1 4 0.618386 3 2 0.514234 19 3 0.466763 0 5 0.607545 13 1 0.450499 1 1 0.948886 18 5 0.563288 16 2 0.304614 0 1 0.230894 13 2 0.440152 13 1 0.609997 9 5 0.0343885 3 5 0.391061 5 1 0.662522 15 2 0.425156 10 2 0.54671 11 1 0.0313133 19 5 0.775133 8 5 0.39515 17 5 0.5979 14 5 0.326541 1 3 0.195983 10 1 0.961172 6 5 0.388677 14 2 0.539692 16 3 0.356753 19 2 0.607034 10 2 0.140924 5 5 0.165267 1 1 0.986887 8 4 0.394882 3 2 0.00552212 0 5 0.198842 14 4 0.729007 15 4 0.60596 1 5 0.358466 13 1 0.91496 17 5 0.623298 8 2 0.0954101 1 2 0.310982 13 2 0.665922 14 3 0.637557 5 5 0.561243 9 2 0.119594 19 4 0.848914 15 4 0.561277 4 4 0.256068 9 1 0.522733 14 3 0.110891 0 3 0.107891 4 1 0.895764 12 3 0.314356 11 3 0.695516 18 1 0.249292 12 3 0.539841 15 2 0.228798 18 1 0.598865 5 4 0.161221 17 5 0.624354 16 2 0.633404 2 5 0.456535 16 2 0.18657 8 5 0.88328 10 2 0.80744 2 5 0.356298 6 5 0.110052 5 2 0.64769 8 1 0.818015 7 5 0.304781 0 1 0.510747 10 3 0.48483 4 4 0.119865 5 2 0.244126 18 1 0.323203 4 3 0.558102 14 3 0.36363 1 5 0.253915 19 2 0.251782 13 3 0.712271 6 1 0.28484 19 1 0.266781 12 5 0.502679 8 1 0.0330507 5 2 0.908266 12 2 0.680705 2 3 0.489453 8 5 0.552893 4 3 0.672136 1 4 0.369654 4 2 0.728216 16 2 0.470301 12 5 0.63353 7 3 0.816432 1 4 0.835302 3 2 0.508199 3 4 0.0407751 17 3 0.325959 13 2 0.0165878 14 3 0.809501 4 2 0.645173 1 1 0.940523 13 2 0.386735 10 5 0.83771 STREAMCOST 2.23769 7.08121 4.0696 7.61695 2.02126 2.88164 9.32224 5.87303 8.89605 7.26206 3.32147 3.05695 6.93986 2.57459 8.355 9.83952 5.99681 5.64972 5.76686 3.34746 HEUR 2 42 20 66.9701 42 21 80.8625 42 40 81.2426 42 41 174.419 42 42 86.5881 42 43 301.05 42 44 160.627 42 45 202.236 42 46 95.9061 42 47 93.7303 42 30 72.1393 42 31 80.1946 42 32 80.1953 42 33 72.1393 # ARGUMENTS VAR RATIO 10 TREE 43 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 3 10 13 3 3 3 5 4 7 17 VALUE 17 1 0.66609 0 3 0.612132 0 3 0.733748 5 2 0.147368 16 1 0.254421 9 1 0.954742 17 3 0.221029 12 3 0.580877 6 1 0.0766627 8 5 0.653006 16 4 0.971465 8 2 0.873766 19 3 0.445758 8 4 0.139692 1 2 0.897099 3 2 0.798492 5 2 0.00512955 8 3 0.444821 9 5 0.636374 3 5 0.396694 18 5 0.910153 19 3 0.795116 2 1 0.180915 18 5 0.153458 8 3 0.865017 12 4 0.264513 12 5 0.275559 18 5 0.134822 4 5 0.404405 18 5 0.532434 14 2 0.445061 12 3 0.776017 8 2 0.726988 11 2 0.0507201 13 3 0.704716 15 4 0.000361629 10 5 0.206082 16 1 0.897424 15 3 0.290333 15 4 0.402973 5 5 0.144478 13 3 0.0525712 6 5 0.243398 14 3 0.433222 4 5 0.747771 11 4 0.90181 13 5 0.102743 6 5 0.755299 10 5 0.899674 2 1 0.915545 11 2 0.965409 8 5 0.521839 0 5 0.481303 17 2 0.295641 1 5 0.569624 12 1 0.923106 12 2 0.870181 15 5 0.086267 19 5 0.739864 18 1 0.494399 8 4 0.885899 10 2 0.281387 8 4 0.616937 4 1 0.193161 9 1 0.0447044 6 2 0.913064 15 1 0.715499 15 5 0.385999 STREAMCOST 7.99206 1.1204 2.93706 3.54155 9.14474 7.93065 5.97038 1.60956 8.60408 8.76309 9.30241 6.54319 8.46065 5.13267 4.54778 7.01473 6.38369 6.47746 4.89428 2.34091 HEUR 2 43 20 98.6228 43 21 134.18 43 40 156.085 43 41 247.391 43 42 142.883 43 43 361.796 43 44 178.331 43 45 202.319 43 46 238.627 43 47 234.105 43 30 104.535 43 31 130.543 43 32 154.136 43 33 104.809 # ARGUMENTS VAR RATIO 10 TREE 44 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 17 9 3 1 15 13 8 4 8 6 VALUE 12 2 0.39378 13 3 0.28256 10 5 0.710148 4 5 0.631521 9 4 0.427652 10 1 0.174793 4 1 0.957472 14 5 0.399841 17 3 0.646411 0 2 0.474197 12 1 0.139146 16 3 0.140738 17 2 0.25845 17 4 0.799993 17 2 0.148848 16 3 0.361792 3 5 0.172895 4 1 0.483941 4 4 0.455189 4 4 0.981942 19 1 0.805017 13 2 0.267456 10 3 0.0588989 8 4 0.392771 1 5 0.882612 4 4 0.80464 16 4 0.710231 14 4 0.0605925 18 1 0.881673 3 1 0.821705 9 5 0.492723 12 1 0.110466 3 1 0.984284 13 2 0.846549 17 5 0.164235 19 1 0.60176 6 4 0.307423 7 3 0.256791 6 3 0.568075 17 1 0.787986 15 1 0.268656 13 5 0.877757 18 1 0.0158578 18 5 0.489676 13 4 0.0376803 4 2 0.191976 11 5 0.594078 13 4 0.786024 12 4 0.938702 8 4 0.00197975 14 2 0.108886 4 3 0.748995 17 5 0.0182551 1 1 0.840545 2 2 0.853298 2 1 0.764409 9 4 0.50309 3 4 0.607148 6 4 0.931419 17 2 0.225791 11 1 0.0575553 3 3 0.481144 12 5 0.741194 1 1 0.208605 6 4 0.689254 15 1 0.385437 0 5 0.267554 0 4 0.0488166 8 5 0.319075 14 2 0.212551 6 2 0.37044 4 1 0.106815 13 3 0.509807 16 5 0.0552683 0 1 0.779145 10 4 0.682616 1 4 0.430019 16 2 0.0149909 16 4 0.484125 10 2 0.988185 2 1 0.616144 6 2 0.882581 10 1 0.362532 14 5 0.744843 STREAMCOST 4.65117 7.73365 8.23055 2.00883 7.09138 4.26621 3.4134 5.5886 5.50826 4.74743 4.64424 1.96292 7.55425 4.84622 4.26889 4.58069 8.9002 8.10371 5.14634 2.32388 HEUR 2 44 20 13.5568 44 21 13.9219 44 40 38.8687 44 41 31.6065 44 42 19.9095 44 43 194.937 44 44 118.492 44 45 111.771 44 46 34.1186 44 47 26.957 44 30 13.8082 44 31 14.3877 44 32 71.0557 44 33 13.8082 # ARGUMENTS VAR RATIO 10 TREE 45 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 20 7 11 14 6 9 2 20 9 19 VALUE 9 3 0.048522 14 1 0.365367 2 1 0.627392 4 5 0.31689 13 5 0.990722 12 3 0.813856 12 5 0.282667 4 5 0.569497 13 4 0.440531 0 2 0.638999 10 3 0.112461 18 2 0.18424 9 1 0.242758 5 2 0.016954 16 5 0.0745408 16 5 0.732541 4 1 0.706371 15 1 0.403289 12 5 0.406793 4 5 0.560479 5 5 0.457738 4 3 0.866888 5 2 0.110241 16 4 0.568753 6 3 0.825754 2 3 0.0201519 1 1 0.887203 16 4 0.789494 2 5 0.855869 5 1 0.675148 3 4 0.172167 1 5 0.718817 13 2 0.255057 4 2 0.46537 19 1 0.678795 18 3 0.544975 1 4 0.443874 14 2 0.834838 6 4 0.649486 12 4 0.462044 9 4 0.187746 1 2 0.896011 2 5 0.0947697 4 3 0.650945 19 3 0.879814 11 1 0.89175 6 4 0.604795 19 5 0.526931 14 4 0.0394198 7 1 0.0499279 1 1 0.44455 13 5 0.545312 11 1 0.987916 0 4 0.831108 18 1 0.726748 11 2 0.0348187 18 1 0.684723 10 1 0.520668 12 4 0.737261 5 2 0.345222 19 5 0.840792 13 3 0.142157 14 5 0.668636 16 3 0.48571 5 4 0.570986 5 3 0.757786 0 4 0.453265 4 5 0.0445631 4 5 0.473247 19 1 0.368566 19 5 0.407577 19 1 0.663295 1 3 0.074453 8 2 0.923484 3 3 0.128885 13 2 0.403274 8 5 0.0703698 17 2 0.313823 2 5 0.38071 10 4 0.082809 17 4 0.929424 7 1 0.631243 10 2 0.41357 6 5 0.0669525 12 2 0.809797 0 4 0.372289 13 5 0.37783 6 2 0.420994 2 1 0.309032 4 3 0.84187 7 2 0.75065 0 5 0.505594 18 5 0.60249 10 3 0.11503 8 2 0.421999 1 1 0.802578 12 3 0.41917 11 1 0.615815 4 5 0.878895 9 2 0.331237 12 4 0.390234 17 3 0.556609 14 3 0.517117 3 5 0.562085 6 2 0.313217 0 2 0.493542 1 2 0.983335 18 1 0.514436 18 3 0.445855 2 2 0.680225 10 5 0.746467 1 3 0.559764 10 4 0.972235 0 2 0.00459335 2 4 0.806521 17 5 0.121398 11 5 0.985584 STREAMCOST 1.86511 5.81135 4.55219 4.17827 1.04811 1.29779 3.40176 9.1621 9.44625 9.81042 3.54753 4.74339 2.73347 7.8594 5.26904 3.49481 7.8638 9.37736 1.39277 1.49539 HEUR 2 45 20 38.9803 45 21 40.4897 45 40 42.8129 45 41 73.3165 45 42 45.61 45 43 304.475 45 44 132.205 45 45 182.919 45 46 52.6721 45 47 49.0294 45 30 41.8005 45 31 42.0742 45 32 42.7909 45 33 41.8005 # ARGUMENTS VAR RATIO 10 TREE 46 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 16 6 13 14 5 19 16 5 7 20 VALUE 18 4 0.0428655 1 3 0.394062 18 1 0.455004 4 3 0.182441 1 4 0.42635 5 4 0.0611791 17 5 0.323666 18 1 0.150359 16 4 0.394832 3 4 0.513696 0 3 0.299908 4 1 0.867138 7 1 0.262415 9 5 0.94917 7 5 0.307539 1 2 0.178807 9 3 0.0578752 9 2 0.268 4 4 0.96343 7 4 0.433422 17 3 0.0900853 8 1 0.86727 13 3 0.978992 17 1 0.0931739 18 4 0.0580513 15 4 0.717454 1 3 0.255733 2 1 0.797839 3 3 0.106557 9 3 0.930221 0 1 0.790605 15 1 0.0698217 2 4 0.429601 2 2 0.0949416 16 1 0.00587472 11 1 0.996528 13 5 0.14761 0 5 0.0271916 10 2 0.4248 4 1 0.635747 9 4 0.946624 16 2 0.397558 8 3 0.828926 4 4 0.297825 9 4 0.232744 14 4 0.978248 11 4 0.448386 1 3 0.927232 6 5 0.652071 12 1 0.0868838 7 2 0.572171 13 5 0.318546 9 2 0.624292 15 3 0.887262 6 2 0.137215 11 5 0.791226 4 5 0.212396 4 1 0.935386 13 2 0.0510393 8 1 0.754943 14 4 0.725035 12 3 0.612511 13 2 0.310505 4 1 0.588168 14 4 0.723499 14 1 0.144247 2 1 0.448838 11 2 0.790456 9 5 0.00761127 3 3 0.707553 8 1 0.787587 9 2 0.886421 4 1 0.0835163 5 1 0.229793 13 5 0.336322 12 5 0.100338 11 3 0.351831 14 4 0.358037 16 4 0.126092 5 5 0.0671157 3 3 0.97874 8 1 0.423965 2 5 0.573528 15 5 0.759332 0 4 0.0789214 5 1 0.344915 1 2 0.338796 0 2 0.531458 10 5 0.301647 16 4 0.308514 4 3 0.151287 7 5 0.454206 17 5 0.0768889 15 2 0.335328 2 5 0.821181 10 1 0.906431 2 3 0.064863 11 4 0.624224 9 1 0.668079 17 2 0.392789 10 5 0.0798842 19 3 0.333137 19 5 0.889864 10 3 0.273379 13 2 0.734044 10 4 0.0979584 9 1 0.549223 15 5 0.0504397 16 3 0.368428 0 5 0.441285 11 4 0.0227713 8 1 0.0213723 4 3 0.928405 9 5 0.216855 15 4 0.758603 5 3 0.40918 6 2 0.0334154 12 4 0.245652 12 4 0.773164 10 2 0.0315745 3 1 0.725619 STREAMCOST 1.88609 6.61592 7.66534 1.75621 9.10605 5.69579 4.57161 8.88996 3.6888 1.06533 2.81033 4.09763 5.67265 6.05044 7.5783 7.86759 2.91157 3.81243 6.14249 7.91088 HEUR 2 46 20 45.4484 46 21 46.0928 46 40 51.7655 46 41 137.057 46 42 57.8296 46 43 361.646 46 44 130.185 46 45 193.573 46 46 66.273 46 47 64.6366 46 30 51.0978 46 31 51.3078 46 32 51.505 46 33 51.1065 # ARGUMENTS VAR RATIO 10 TREE 47 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 3 18 20 19 15 17 8 8 15 20 VALUE 15 5 0.645562 7 3 0.306488 14 2 0.246649 12 2 0.514009 0 2 0.098726 7 2 0.762611 12 1 0.322208 14 1 0.769864 18 2 0.270921 13 2 0.509403 19 5 0.127115 18 4 0.36507 0 3 0.856791 15 4 0.128909 11 3 0.935236 17 3 0.481519 3 5 0.536866 18 2 0.0285553 0 3 0.883801 6 4 0.826136 18 5 0.744945 7 2 0.92784 7 2 0.526404 10 3 0.2932 5 1 0.174636 15 2 0.228132 2 1 0.389079 2 3 0.0787534 19 3 0.145567 6 3 0.368639 10 4 0.305243 19 1 0.989417 11 5 0.103729 6 3 0.982053 7 4 0.084722 14 3 0.689549 12 2 0.661934 3 1 0.904052 19 5 0.0590245 8 5 0.164357 15 4 0.252477 19 5 0.585588 8 1 0.377151 2 5 0.643998 15 1 0.774458 7 5 0.95536 9 4 0.302901 2 3 0.81425 10 5 0.608145 6 3 0.698311 19 4 0.60204 7 5 0.814031 1 1 0.488291 13 5 0.469922 18 1 0.216884 4 3 0.231941 10 2 0.641922 18 3 0.541838 11 4 0.589284 4 2 0.337919 15 3 0.857166 8 3 0.610348 17 5 0.660914 19 3 0.986083 15 1 0.314776 18 1 0.77029 16 4 0.796055 9 2 0.999024 9 2 0.397649 9 5 0.405047 6 2 0.0594267 7 1 0.651947 12 2 0.345382 17 3 0.532851 19 4 0.194996 9 2 0.000954336 19 2 0.711502 14 4 0.651176 1 1 0.0154057 0 1 0.278051 0 1 0.698258 7 3 0.296777 12 4 0.151342 13 3 0.379399 18 4 0.147968 14 4 0.431137 5 2 0.824428 19 4 0.867189 9 5 0.49179 18 4 0.898853 16 5 0.0976028 17 2 0.965415 3 3 0.527504 16 4 0.869592 17 3 0.935903 16 2 0.267037 16 1 0.783447 12 1 0.423125 11 4 0.541466 4 2 0.580069 5 2 0.679374 2 2 0.724969 6 1 0.631498 5 1 0.633525 7 4 0.250446 4 4 0.329687 7 2 0.353557 16 3 0.34948 12 4 0.677247 8 5 0.559947 13 1 0.0589991 6 5 0.0898364 15 5 0.253198 1 5 0.466991 3 3 0.65841 9 5 0.475238 8 5 0.962873 7 5 0.940937 14 3 0.158355 13 5 0.610392 17 5 0.00868504 15 2 0.574301 1 1 0.824908 0 4 0.966919 16 1 0.491051 4 4 0.438101 0 5 0.443193 4 1 0.623077 13 2 0.190321 16 5 0.693366 16 1 0.958335 12 1 0.555635 15 5 0.53945 13 5 0.789992 11 3 0.123661 15 4 0.736365 8 3 0.548517 13 3 0.666899 11 1 0.492916 10 5 0.935574 7 2 0.991674 5 3 0.759565 9 2 0.368247 STREAMCOST 2.48065 5.62963 4.58173 2.2456 4.44062 3.24805 3.62553 5.04434 6.57618 9.27256 3.02082 7.20158 2.20163 3.5341 8.1962 9.22559 3.55655 2.72424 8.23824 9.79023 HEUR 2 47 20 64.6351 47 21 69.526 47 40 69.7129 47 41 130.445 47 42 71.002 47 43 385.351 47 44 185.813 47 45 234.976 47 46 94.0888 47 47 91.5604 47 30 65.458 47 31 67.3716 47 32 67.6195 47 33 65.458 # ARGUMENTS VAR RATIO 10 TREE 48 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 1 9 18 6 6 14 6 3 16 20 VALUE 6 2 0.86471 9 3 0.747046 10 3 0.357172 13 1 0.875288 2 4 0.444959 6 4 0.765516 9 3 0.592744 17 2 0.930247 9 4 0.187128 10 3 0.452396 2 4 0.0371103 3 1 0.367063 4 2 0.545229 0 4 0.967944 11 2 0.574984 14 2 0.934732 7 1 0.401641 2 4 0.543657 2 1 0.788784 13 1 0.371629 12 3 0.152068 0 4 0.966288 5 4 0.771969 2 2 0.115093 13 5 0.950589 3 5 0.472121 3 5 0.337794 7 1 0.527782 13 5 0.679915 3 5 0.570157 6 5 0.182108 13 1 0.557177 7 3 0.962847 16 3 0.509566 17 1 0.5177 14 4 0.424 7 1 0.991755 17 2 0.85387 2 5 0.90702 2 1 0.284126 1 4 0.466771 6 1 0.339046 13 5 0.380766 1 4 0.70716 12 1 0.926427 14 1 0.871857 12 1 0.59936 1 2 0.861601 6 2 0.0155318 15 5 0.697484 14 1 0.35017 8 3 0.308065 11 4 0.278365 3 2 0.390416 19 1 0.446678 9 1 0.189907 7 5 0.0398457 7 1 0.423242 15 4 0.8065 17 2 0.557135 4 1 0.258394 11 5 0.516987 14 3 0.607319 19 5 0.227901 7 2 0.194768 17 4 0.576704 9 5 0.114796 0 1 0.0722314 5 2 0.824167 13 2 0.176421 8 5 0.240339 14 3 0.707716 18 5 0.279315 16 1 0.13223 3 2 0.126414 10 1 0.148107 18 1 0.55959 1 5 0.219796 14 1 0.340667 3 5 0.229202 17 1 0.970232 2 3 0.883775 7 3 0.422187 0 1 0.163573 16 1 0.91319 10 2 0.33158 8 4 0.328587 16 5 0.417384 6 2 0.467816 9 4 0.902699 12 2 0.855061 15 4 0.138023 5 5 0.618542 13 5 0.490305 6 3 0.0367157 8 4 0.0727113 13 1 0.539354 8 4 0.238294 7 2 0.687001 STREAMCOST 8.12867 6.46291 9.13632 5.95613 6.0896 4.35243 5.24142 9.67012 3.02943 6.81239 1.23683 9.17357 5.00795 9.5947 7.11742 3.13806 7.2509 3.04686 4.14412 4.26737 HEUR 2 48 20 20.3817 48 21 32.5828 48 40 86.0589 48 41 68.1524 48 42 74.0408 48 43 238.651 48 44 184.947 48 45 42.9455 48 46 83.5219 48 47 69.2408 48 30 21.0664 48 31 40.0461 48 32 95.0043 48 33 21.0664 # ARGUMENTS VAR RATIO 10 TREE 49 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 7 10 5 16 19 4 18 16 14 7 VALUE 11 1 0.546966 14 2 0.183188 15 5 0.89623 18 4 0.690447 9 2 0.442213 0 5 0.319751 16 2 0.229138 3 5 0.362624 1 1 0.289838 12 2 0.917203 14 3 0.707609 13 5 0.493805 12 5 0.355227 15 3 0.247606 18 1 0.251929 6 2 0.0461954 1 5 0.251493 4 5 0.988542 16 1 0.637194 16 5 0.964412 18 4 0.854938 13 5 0.00742816 13 5 0.393055 15 3 0.9251 7 5 0.480352 15 2 0.130766 3 3 0.894941 0 3 0.988283 16 5 0.567836 13 1 0.104068 12 3 0.768615 3 2 0.880582 0 4 0.0907847 18 2 0.719356 12 1 0.831227 15 1 0.637151 13 3 0.137072 6 5 0.402055 12 5 0.989631 14 2 0.761453 11 5 0.522757 2 4 0.739635 12 1 0.60069 16 5 0.309737 12 2 0.665709 18 4 0.545329 1 5 0.875415 1 4 0.412553 17 1 0.530291 10 1 0.0636684 16 3 0.566354 8 5 0.426676 2 1 0.25165 15 4 0.0420768 1 5 0.666009 10 2 0.596667 9 2 0.50913 16 5 0.649256 11 3 0.896817 9 4 0.851066 9 1 0.606673 4 1 0.0664494 7 5 0.35942 7 4 0.61948 16 4 0.383069 2 2 0.0975764 17 2 0.835822 9 4 0.760424 6 2 0.855038 19 3 0.600491 18 4 0.423605 14 3 0.452022 6 4 0.797162 18 1 0.653807 11 1 0.34188 11 2 0.198147 10 2 0.410324 9 1 0.915566 3 4 0.931237 15 4 0.436584 12 1 0.825771 9 5 0.096341 12 5 0.130838 3 1 0.397495 11 4 0.330707 2 1 0.433908 17 4 0.445215 6 1 0.970212 13 5 0.315952 2 1 0.017099 18 4 0.554675 19 2 0.634027 5 2 0.507209 18 3 0.478479 2 4 0.603514 18 4 0.707621 4 1 0.444472 4 2 0.917356 4 4 0.969737 14 1 0.331587 12 5 0.137278 15 1 0.444854 18 1 0.269016 14 1 0.348921 18 3 0.393819 18 2 0.271572 4 3 0.100777 2 4 0.716072 2 5 0.315406 0 2 0.488637 0 1 0.671865 2 2 0.296873 13 3 0.311304 17 5 0.910988 0 4 0.672347 11 4 0.647721 STREAMCOST 8.94961 9.36545 4.83579 9.13435 8.34892 1.03615 9.0375 3.44678 6.42736 9.26465 9.48292 6.45908 2.00831 4.65921 9.70223 8.35228 1.55783 4.70439 3.28841 4.50193 HEUR 2 49 20 60.963 49 21 77.1111 49 40 87.4053 49 41 152.125 49 42 90.6522 49 43 420.7 49 44 200.671 49 45 280.17 49 46 100.52 49 47 90.6885 49 30 71.0575 49 31 87.3929 49 32 87.4491 49 33 71.0627 # ARGUMENTS VAR RATIO 10 TREE 50 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 10 3 5 2 6 13 8 1 8 4 VALUE 19 5 0.408197 16 4 0.24423 15 2 0.310009 8 2 0.134788 7 3 0.145467 19 5 0.0886125 18 2 0.559957 4 2 0.516612 17 1 0.674573 5 2 0.671367 10 4 0.524104 7 5 0.11343 11 1 0.668338 0 1 0.788569 6 2 0.0564016 17 1 0.528721 18 4 0.938015 1 4 0.773173 14 2 0.461748 0 5 0.317974 8 4 0.683206 5 4 0.206062 11 5 0.222039 14 4 0.925996 17 5 0.796717 18 3 0.190351 18 1 0.781834 17 4 0.455407 2 2 0.916308 4 2 0.699103 5 3 0.616731 5 3 0.907236 5 5 0.838996 19 1 0.517888 4 5 0.659876 6 3 0.857556 1 3 0.13896 0 1 0.0260317 9 3 0.540296 6 5 0.473257 11 4 0.526664 14 5 0.715901 18 1 0.252009 5 4 0.0690306 19 5 0.226962 12 4 0.596329 15 1 0.936751 14 5 0.726808 8 3 0.00543986 16 1 0.215013 0 3 0.58891 17 2 0.221516 2 3 0.864454 0 5 0.936303 14 2 0.840344 5 3 0.993304 14 4 0.559629 13 4 0.90261 5 2 0.602379 1 3 0.274634 STREAMCOST 5.8469 7.83732 5.38057 6.18899 5.49902 9.18958 9.25714 3.52531 3.36589 6.40316 1.44728 5.70224 5.16423 9.58827 4.67397 7.74861 5.38339 4.71184 1.63464 6.0548 HEUR 2 50 20 43.3542 50 21 101.112 50 40 122.726 50 41 144.973 50 42 100.825 50 43 251.382 50 44 195.071 50 45 204.664 50 46 157.919 50 47 155.805 50 30 47.5346 50 31 104.682 50 32 125.338 50 33 47.5202 # ARGUMENTS VAR RATIO 10 TREE 51 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 14 7 1 11 7 19 13 11 6 20 VALUE 18 3 0.15767 16 2 0.541813 11 4 0.487796 16 1 0.163985 4 4 0.646746 10 2 0.118123 8 4 0.0477258 3 2 0.192219 5 1 0.445411 14 1 0.467104 15 3 0.728711 0 3 0.0587546 14 2 0.582356 0 4 0.703199 15 4 0.869491 9 2 0.400873 6 5 0.603724 17 2 0.027311 17 4 0.711593 1 3 0.69433 17 4 0.0191032 18 3 0.861442 3 5 0.842875 0 1 0.978789 14 1 0.847601 18 1 0.113903 5 2 0.921423 13 4 0.23996 6 3 0.415038 17 1 0.0919189 3 4 0.19719 8 5 0.781105 13 5 0.102194 19 2 0.686786 11 1 0.0119232 5 2 0.161303 13 2 0.274536 9 2 0.99234 0 4 0.0742121 3 2 0.241559 0 1 0.174487 13 3 0.199159 16 4 0.652048 13 5 0.164314 12 5 0.535189 4 2 0.104345 2 1 0.674103 0 3 0.0700509 9 2 0.600878 15 3 0.330351 17 5 0.12832 5 2 0.37947 17 1 0.00599939 3 2 0.96303 0 2 0.691076 11 3 0.233569 2 5 0.65091 9 4 0.95155 3 1 0.400454 11 4 0.55074 10 2 0.698302 14 2 0.703779 8 5 0.889587 1 4 0.509339 2 1 0.879064 1 4 0.549705 18 5 0.100183 19 1 0.15158 6 5 0.312314 8 3 0.52968 12 2 0.836508 7 2 0.399598 9 3 0.898459 14 1 0.684484 19 5 0.218791 4 4 0.0852286 3 5 0.398326 12 1 0.181742 8 5 0.374665 14 5 0.241099 14 1 0.0426932 13 1 0.363011 11 1 0.826378 6 5 0.564165 14 2 0.441127 19 4 0.0919838 7 1 0.086685 15 5 0.749614 7 2 0.827207 10 1 0.443068 4 3 0.309708 17 3 0.115142 10 5 0.524108 16 2 0.862698 19 2 0.872792 18 4 0.88483 13 3 0.306162 2 4 0.708801 1 4 0.287008 16 5 0.380724 12 2 0.111026 17 3 0.654354 13 2 0.997499 6 5 0.58581 10 1 0.487895 16 5 0.372255 19 2 0.504446 16 5 0.230907 13 4 0.974667 STREAMCOST 9.64798 9.6713 8.44002 5.5648 3.49813 2.32149 3.89691 4.777 5.01516 1.33098 7.75386 1.34058 7.28964 5.81354 7.77737 8.83144 5.12934 4.6045 4.5276 1.56779 HEUR 2 51 20 17.7372 51 21 49.0729 51 40 51.406 51 41 81.9891 51 42 52.8737 51 43 176.695 51 44 96.7108 51 45 79.0725 51 46 60.8948 51 47 51.7724 51 30 18.6789 51 31 50.3613 51 32 50.3735 51 33 18.6789 # ARGUMENTS VAR RATIO 10 TREE 52 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 17 17 1 3 5 9 13 17 2 13 VALUE 12 3 0.0538902 16 5 0.0324656 19 1 0.521128 4 4 0.694628 15 1 0.764955 13 3 0.506869 15 3 0.423202 8 5 0.263017 13 3 0.368456 6 5 0.342264 7 4 0.0949543 11 2 0.432633 8 3 0.742274 19 4 0.43853 4 4 0.808488 16 4 0.577019 7 5 0.510616 18 4 0.785923 8 4 0.743067 9 1 0.703354 9 4 0.434389 19 2 0.424566 17 3 0.0200226 7 3 0.715292 0 3 0.497727 14 5 0.699523 6 4 0.90159 11 1 0.293368 3 5 0.787385 18 4 0.600282 14 4 0.539255 6 3 0.0454721 18 2 0.374513 6 3 0.504987 13 3 0.425568 6 4 0.0680222 11 5 0.454281 17 5 0.00501621 14 2 0.929486 10 5 0.961602 6 1 0.690026 15 1 0.7289 4 4 0.723062 10 4 0.388937 5 5 0.958447 1 1 0.659432 6 3 0.197482 0 3 0.775053 18 5 0.280245 15 3 0.801209 9 2 0.855124 11 5 0.398499 9 2 0.536704 5 4 0.875157 16 1 0.145655 5 2 0.483481 13 5 0.188219 8 3 0.37728 19 5 0.994346 14 4 0.425104 10 3 0.514772 13 1 0.480922 19 3 0.95482 15 4 0.389316 16 1 0.399366 8 4 0.465841 0 1 0.167444 7 2 0.303537 4 2 0.07707 5 4 0.0332227 2 4 0.414666 6 2 0.381746 18 1 0.50586 3 4 0.426111 11 2 0.493808 8 1 0.291327 15 2 0.80748 10 4 0.692697 2 2 0.575453 13 2 0.322397 5 5 0.611886 7 4 0.483894 7 4 0.417386 9 2 0.703502 3 1 0.0354223 9 3 0.439215 16 5 0.347382 5 1 0.578053 6 3 0.966609 5 2 0.527694 7 5 0.956541 5 4 0.903062 8 3 0.692471 5 4 0.601853 4 4 0.263762 5 5 0.346688 3 3 0.751268 STREAMCOST 7.01353 1.9362 3.53166 8.02002 7.33601 4.17185 8.96827 8.87099 4.09051 6.27887 8.66179 1.66707 5.58879 5.3361 5.89804 5.67716 8.26948 2.97568 6.15995 1.56943 HEUR 2 52 20 66.2983 52 21 106.415 52 40 118.061 52 41 136.952 52 42 124.442 52 43 335.241 52 44 191.307 52 45 176.22 52 46 120.503 52 47 115.65 52 30 72.1617 52 31 108.893 52 32 136.218 52 33 72.8984 # ARGUMENTS VAR RATIO 10 TREE 53 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 17 14 12 17 10 1 8 16 12 15 VALUE 10 3 0.827456 9 2 0.872596 9 4 0.347785 11 1 0.885562 5 2 0.0476347 0 2 0.526348 7 5 0.556733 1 5 0.9796 3 4 0.407206 9 4 0.984098 11 4 0.566519 14 3 0.13415 12 3 0.128228 18 1 0.728865 8 5 0.862034 11 5 0.855623 4 5 0.466281 2 3 0.794846 8 4 0.970004 5 5 0.14285 14 1 0.304276 9 1 0.305707 18 4 0.77718 17 2 0.338984 14 2 0.267685 14 5 0.572963 4 2 0.220847 2 1 0.307737 9 5 0.725782 15 2 0.860127 5 2 0.81905 11 5 0.803977 1 2 0.853964 13 4 0.259506 1 1 0.394293 16 3 0.619586 3 3 0.941103 5 1 0.0780035 14 2 0.129563 17 2 0.818151 0 1 0.633578 1 4 0.0746328 13 1 0.835434 17 5 0.365799 16 4 0.707967 14 3 0.0670311 12 2 0.89571 16 5 0.682281 12 2 0.0610077 11 4 0.607408 9 1 0.710934 12 2 0.89477 14 4 0.897766 2 4 0.485822 3 4 0.540693 7 5 0.0682025 11 5 0.329203 13 3 0.149971 3 4 0.67083 14 5 0.40286 9 3 0.35981 7 5 0.407483 14 5 0.301138 17 2 0.956894 11 5 0.261796 15 3 0.319977 10 2 0.371563 2 2 0.347665 18 1 0.344489 4 1 0.0832414 19 5 0.544788 7 3 0.799719 12 4 0.125159 11 5 0.455126 13 5 0.0508102 0 4 0.524926 11 3 0.0874912 13 1 0.838662 19 3 0.343209 2 3 0.942615 1 1 0.563756 8 5 0.570461 9 5 0.357358 8 3 0.568722 11 2 0.643577 4 5 0.547943 15 2 0.583095 14 4 0.735634 13 5 0.516723 2 4 0.969477 14 1 0.858589 8 3 0.654674 8 1 0.492196 2 2 0.429981 14 5 0.329089 12 5 0.855423 11 4 0.302608 4 3 0.0925013 5 3 0.64731 15 3 0.172797 4 3 0.485509 5 4 0.446808 2 2 0.251152 17 2 0.572405 11 1 0.111082 12 4 0.74072 1 3 0.823844 8 1 0.000833437 19 4 0.665593 9 1 0.61032 12 2 0.855788 9 3 0.835332 1 4 0.337565 13 2 0.491004 18 5 0.227992 3 3 0.253351 17 5 0.629849 11 2 0.245902 8 4 0.963877 14 5 0.896192 1 1 0.705693 4 1 0.237203 STREAMCOST 4.06616 7.33671 9.61778 9.70531 7.7236 4.46446 8.98412 2.24004 4.49083 5.72251 7.32482 1.02467 4.80181 2.17713 6.06359 9.38104 3.11773 8.35191 1.20227 3.21262 HEUR 2 53 20 30.7327 53 21 48.8437 53 40 55.8339 53 41 100.291 53 42 53.6058 53 43 327.609 53 44 159.556 53 45 225.531 53 46 68.9332 53 47 58.2721 53 30 31.2621 53 31 49.4498 53 32 49.4504 53 33 31.2622 # ARGUMENTS VAR RATIO 10 TREE 54 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 9 4 8 1 4 20 11 5 1 5 VALUE 19 2 0.801381 8 4 0.498215 13 2 0.029657 6 2 0.035028 8 2 0.189631 18 4 0.738449 12 2 0.926274 19 2 0.175361 5 1 0.720218 13 5 0.594852 6 4 0.171987 13 1 0.559412 3 5 0.585014 9 3 0.63616 9 2 0.235154 14 5 0.541306 9 4 0.0545834 3 5 0.536923 3 2 0.712525 19 5 0.986028 9 4 0.261086 2 3 0.613628 4 2 0.472904 4 2 0.219328 3 4 0.217062 15 1 0.871656 18 3 0.621742 0 4 0.0918212 17 1 0.941675 18 1 0.250475 17 3 0.0960982 10 4 0.628931 13 5 0.882239 6 4 0.885922 0 3 0.630739 17 4 0.0585265 9 1 0.671662 9 4 0.669024 3 5 0.169223 11 1 0.24218 15 1 0.811354 12 1 0.945337 1 2 0.808927 15 4 0.0559177 15 3 0.3669 18 3 0.895528 13 1 0.177005 17 4 0.36475 7 2 0.826639 17 4 0.517362 0 5 0.40843 14 3 0.79186 5 1 0.201715 2 1 0.704245 4 5 0.00216908 1 2 0.039337 13 5 0.586812 16 5 0.804863 5 3 0.393003 4 4 0.606281 14 2 0.232643 11 2 0.398801 5 1 0.13062 19 3 0.463546 19 3 0.50891 8 1 0.894414 13 3 0.50504 9 2 0.510641 STREAMCOST 6.55664 3.43002 8.88279 3.57387 8.43105 9.46082 2.97659 9.36215 3.02881 8.59788 6.50909 3.14914 6.66081 1.85985 2.27112 1.60774 8.9929 9.30827 6.82771 6.6504 HEUR 2 54 20 50.7075 54 21 87.09 54 40 92.9504 54 41 154.949 54 42 91.6324 54 43 270.395 54 44 170.84 54 45 147.087 54 46 102.901 54 47 93.604 54 30 54.1608 54 31 94.0821 54 32 103.17 54 33 54.1705 # ARGUMENTS VAR RATIO 10 TREE 55 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 2 14 20 20 10 5 5 20 11 15 VALUE 5 3 0.86263 6 1 0.21797 2 4 0.76716 6 1 0.460368 15 2 0.00913895 2 4 0.0630545 16 3 0.898586 3 5 0.193665 9 5 0.352319 14 5 0.94093 7 1 0.643657 11 1 0.223158 16 2 0.429613 6 3 0.232666 15 2 0.402557 10 5 0.917544 12 3 0.727272 19 4 0.624075 7 1 0.0196599 16 2 0.557174 6 1 0.919062 9 2 0.216579 4 3 0.909923 9 4 0.416363 8 3 0.92179 10 4 0.984142 1 5 0.322081 17 5 0.56081 12 2 0.615384 5 5 0.506513 12 2 0.26742 2 2 0.745546 6 4 0.20033 11 2 0.804897 13 1 0.848366 4 2 0.0229454 15 5 0.831099 17 3 0.0727288 7 5 0.203182 9 1 0.873822 6 3 0.0723294 1 1 0.191299 18 1 0.613598 14 1 0.965145 5 2 0.7233 9 5 0.998788 7 3 0.717042 7 5 0.614816 0 2 0.826677 16 3 0.602751 5 4 0.594144 16 1 0.0328256 3 4 0.533886 18 3 0.385476 4 1 0.746142 1 4 0.108484 7 3 0.594859 0 5 0.952836 5 3 0.62514 16 2 0.250763 18 3 0.464851 6 5 0.780863 3 3 0.283915 17 2 0.909356 11 2 0.490999 16 4 0.988011 1 2 0.927426 6 2 0.79326 10 4 0.527541 0 3 0.712819 19 4 0.609663 15 3 0.288626 8 2 0.235884 11 5 0.623114 15 3 0.29132 1 2 0.992555 14 4 0.504403 8 1 0.0992592 10 3 0.375913 1 4 0.58089 14 4 0.0764655 3 5 0.851771 1 5 0.659097 19 1 0.628973 13 2 0.373927 16 2 0.794339 15 4 0.981651 14 4 0.983972 9 5 0.502848 8 1 0.629917 1 5 0.243682 11 1 0.603753 7 2 0.208421 13 3 0.542651 10 4 0.0470969 8 4 0.408954 0 2 0.850588 15 4 0.253843 18 5 0.190833 5 1 0.846554 1 1 0.340546 2 3 0.228884 1 4 0.226362 9 3 0.831251 13 1 0.500254 8 3 0.147385 7 1 0.0828631 4 4 0.0731281 10 5 0.234015 13 5 0.124683 4 2 0.910624 10 5 0.914873 9 1 0.681745 6 5 0.333438 6 5 0.260259 2 1 0.648133 4 1 0.712272 0 5 0.724374 13 4 0.0412276 17 4 0.466626 5 3 0.208551 14 2 0.641548 STREAMCOST 6.18677 7.08312 1.90176 3.42509 1.2397 4.26452 3.9421 6.71398 7.2297 8.78558 2.58413 4.76943 9.55026 2.08625 6.60113 5.1708 1.51844 5.67708 3.91572 4.54755 HEUR 2 55 20 53.162 55 21 65.4856 55 40 77.0735 55 41 128.815 55 42 76.4814 55 43 340.63 55 44 87.3543 55 45 180.447 55 46 89.9004 55 47 84.85 55 30 56.7277 55 31 65.9826 55 32 74.4455 55 33 56.7277 # ARGUMENTS VAR RATIO 10 TREE 56 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 20 2 7 17 14 9 4 12 8 4 VALUE 16 2 0.24785 19 3 0.0961941 17 3 0.391658 16 2 0.704288 1 1 0.834218 1 1 0.0225529 12 4 0.549504 16 5 0.922047 5 4 0.440868 7 5 0.666874 14 1 0.71264 14 1 0.62414 0 4 0.327797 6 3 0.356453 14 4 0.729568 6 5 0.369503 19 2 0.550195 16 5 0.180288 10 3 0.349772 17 5 0.293994 4 5 0.401167 4 3 0.215962 2 5 0.725203 7 3 0.967771 3 5 0.786076 10 1 0.815589 14 4 0.259254 1 4 0.64894 2 1 0.025421 0 1 0.433713 19 3 0.282314 9 5 0.403716 7 2 0.468981 14 1 0.544404 3 3 0.00164244 1 3 0.00652367 0 3 0.733327 5 4 0.781306 2 3 0.535273 4 5 0.74569 14 1 0.936569 19 2 0.876448 16 1 0.873271 11 1 0.507488 0 3 0.434812 9 3 0.999429 6 2 0.0356629 12 2 0.857324 7 4 0.527652 11 4 0.922479 13 5 0.110207 9 5 0.747375 18 4 0.50056 0 4 0.599806 9 1 0.22313 5 2 0.779603 10 4 0.966455 2 2 0.210203 10 5 0.572276 12 5 0.217903 13 4 0.441933 6 4 0.458952 1 2 0.0330025 11 1 0.650632 19 5 0.895196 15 4 0.33876 1 1 0.794967 6 4 0.919706 5 2 0.0830137 15 3 0.364195 4 1 0.583127 18 3 0.00736472 12 5 0.705725 17 4 0.00620111 5 3 0.981846 0 2 0.445316 12 4 0.166076 10 2 0.180682 12 2 0.188043 0 5 0.963975 1 3 0.619058 13 4 0.975468 15 1 0.64498 11 3 0.76841 19 4 0.93411 5 2 0.96486 2 4 0.151575 17 4 0.797108 13 2 0.991056 10 5 0.384658 1 2 0.901483 7 5 0.824281 7 4 0.594047 9 5 0.0435448 10 5 0.678951 12 2 0.58188 5 2 0.23298 STREAMCOST 9.42108 9.7387 8.05707 4.29733 6.39954 8.69715 9.58944 8.11366 5.90053 1.27069 8.92616 4.83473 1.91538 7.80528 8.32711 8.77202 5.35335 2.65199 1.98396 2.43453 HEUR 2 56 20 94.218 56 21 104.969 56 40 109.428 56 41 308.297 56 42 150.293 56 43 465.838 56 44 142.587 56 45 266.111 56 46 185.27 56 47 173.247 56 30 100.579 56 31 105.522 56 32 108.125 56 33 100.596 # ARGUMENTS VAR RATIO 10 TREE 57 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 2 13 5 14 9 20 7 15 12 17 VALUE 10 5 0.807099 9 5 0.451201 10 4 0.424687 6 1 0.641068 17 5 0.420514 6 3 0.247333 4 1 0.447486 5 3 0.838036 2 3 0.927288 8 1 0.485544 17 5 0.0521601 6 5 0.427702 2 5 0.40199 14 1 0.12442 0 5 0.721314 19 1 0.21411 0 4 0.0829377 17 2 0.00375733 8 1 0.0197303 18 3 0.201059 13 5 0.673044 11 4 0.906244 1 5 0.894874 6 4 0.452105 13 3 0.852679 2 3 0.136204 3 4 0.538709 11 3 0.978748 5 3 0.668484 7 4 0.668301 13 2 0.599264 17 1 0.984192 13 5 0.308609 3 2 0.129327 5 4 0.927117 14 4 0.0716889 12 5 0.286063 0 4 0.380481 2 3 0.494663 2 4 0.987662 18 3 0.997528 7 5 0.945636 9 1 0.691003 7 4 0.228075 7 1 0.581456 4 4 0.291004 2 1 0.661999 2 3 0.0401459 6 2 0.391212 13 3 0.0957953 18 5 0.308613 3 4 0.238034 5 4 0.123258 11 1 0.614582 17 1 0.306111 1 3 0.842714 19 5 0.885856 16 3 0.211388 3 2 0.296272 3 3 0.973631 15 1 0.889333 7 3 0.639901 9 4 0.763894 17 5 0.57808 2 4 0.673864 11 3 0.514145 7 5 0.137 2 5 0.599849 5 1 0.425646 4 4 0.356686 19 4 0.958632 10 2 0.909347 9 2 0.625161 9 2 0.202985 18 5 0.713093 1 3 0.287887 10 5 0.491462 14 4 0.157284 13 3 0.00667739 12 3 0.61513 1 5 0.53806 9 1 0.787931 7 3 0.784591 13 2 0.912111 7 3 0.656418 3 3 0.508699 10 3 0.101995 3 4 0.607097 5 4 0.166871 5 3 0.610995 8 3 0.452767 9 3 0.180812 6 5 0.201858 6 4 0.468327 2 2 0.838811 8 2 0.0302337 18 5 0.483937 3 2 0.816946 7 4 0.860843 15 5 0.652214 17 3 0.796559 10 3 0.454886 14 3 0.182867 15 4 0.432412 9 1 0.975286 0 4 0.654304 18 3 0.0460291 11 4 0.212123 11 1 0.766452 1 3 0.613362 2 4 0.260038 19 2 0.420348 1 4 0.000761578 3 3 0.334445 STREAMCOST 7.65998 5.90963 8.42862 4.27522 3.70967 6.19736 2.07466 1.51967 3.05914 5.46488 9.2604 2.5769 6.66925 5.3122 1.3677 7.18161 3.03601 5.87842 1.27447 5.25332 HEUR 2 57 20 67.1578 57 21 81.3759 57 40 91.2571 57 41 190.804 57 42 102.971 57 43 327.408 57 44 176.816 57 45 208.715 57 46 91.1476 57 47 87.6673 57 30 73.3442 57 31 87.5602 57 32 87.6087 57 33 73.3337 # ARGUMENTS VAR RATIO 10 TREE 58 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 8 17 10 18 10 20 2 20 12 11 VALUE 5 2 0.308804 17 2 0.34968 16 2 0.968835 7 4 0.898125 7 5 0.162716 17 3 0.305939 15 5 0.300044 12 4 0.34475 5 1 0.0326293 14 5 0.243716 3 3 0.278887 18 3 0.26816 11 5 0.0794598 3 1 0.0868177 14 5 0.123 9 2 0.347602 0 4 0.516121 12 2 0.868067 10 3 0.371382 10 2 0.340797 8 2 0.578615 13 3 0.902624 10 2 0.843851 6 2 0.991632 1 3 0.658337 7 2 0.444109 16 2 0.397438 12 4 0.54375 18 1 0.68331 3 5 0.885823 19 4 0.57786 2 5 0.841161 5 4 0.558597 12 1 0.890147 14 4 0.881958 6 1 0.373807 6 3 0.0267232 8 4 0.289825 11 3 0.56633 13 5 0.738494 11 1 0.795064 18 3 0.326873 13 5 0.41737 16 2 0.699593 5 2 0.320139 12 5 0.872704 10 5 0.102951 19 4 0.214204 1 3 0.909476 15 3 0.221656 15 4 0.940524 19 1 0.692325 1 5 0.71121 1 3 0.277919 13 1 0.340536 13 3 0.437196 12 1 0.967825 3 1 0.05341 2 1 0.416193 0 4 0.613091 2 3 0.895591 0 2 0.946464 0 2 0.179224 17 2 0.849727 1 4 0.77852 3 2 0.717025 4 1 0.868613 9 3 0.424829 1 1 0.7038 3 4 0.349952 2 3 0.126509 8 5 0.329881 18 3 0.458489 11 5 0.888873 10 3 0.615133 8 5 0.642588 19 5 0.788127 2 1 0.421275 11 3 0.0108705 18 5 0.0707313 6 1 0.806057 16 4 0.912978 1 2 0.632278 7 3 0.985846 6 3 0.088818 5 2 0.959437 14 1 0.21542 6 5 0.724681 7 2 0.987574 6 2 0.590273 2 4 0.206726 12 4 0.35563 0 4 0.341785 19 3 0.0834774 18 3 0.735034 3 5 0.952753 11 4 0.770285 7 2 0.0820483 8 1 0.90957 16 4 0.553127 17 2 0.68796 16 5 0.557583 15 5 0.336969 18 3 0.657509 17 2 0.519028 13 4 0.0934766 4 2 0.857327 6 4 0.786542 6 1 0.675914 13 2 0.0109322 6 4 0.0995978 13 4 0.30498 12 5 0.394729 1 4 0.498627 9 1 0.0528981 6 1 0.361973 4 1 0.0801009 19 1 0.996581 1 2 0.643038 14 1 0.768629 1 4 0.305201 12 4 0.0407857 14 3 0.118232 19 2 0.328323 10 2 0.144367 4 5 0.760847 5 2 0.422687 15 4 0.519616 STREAMCOST 7.88099 3.53159 6.05494 4.33635 8.27816 9.5735 2.63853 3.9305 4.9869 1.84193 2.10086 8.61038 8.4285 6.9143 1.35994 9.38044 1.01568 6.60079 6.56431 3.20867 HEUR 2 58 20 50.5693 58 21 54.1205 58 40 60.1053 58 41 129.186 58 42 68.2974 58 43 387.448 58 44 133.636 58 45 129.916 58 46 80.8525 58 47 78.1995 58 30 54.038 58 31 55.2232 58 32 58.2568 58 33 54.038 # ARGUMENTS VAR RATIO 10 TREE 59 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 19 17 4 13 18 20 2 8 12 14 VALUE 5 5 0.256281 3 3 0.529549 4 5 0.648621 1 4 0.723133 8 4 0.402543 18 3 0.536128 4 1 0.134332 2 1 0.724371 9 5 0.113848 11 2 0.65579 16 3 0.314073 5 1 0.578992 15 1 0.25797 5 5 0.29675 16 2 0.33533 6 3 0.876065 4 5 0.434248 16 4 0.723547 19 1 0.439492 8 3 0.873498 12 3 0.9131 4 3 0.487829 10 5 0.443259 13 1 0.594039 18 3 0.637829 3 5 0.75908 9 4 0.38921 14 4 0.885232 13 3 0.763498 9 2 0.689967 5 5 0.200389 8 2 0.638392 13 5 0.922916 2 2 0.670195 14 3 0.6404 16 1 0.274237 14 2 0.0203762 12 5 0.700553 5 5 0.437412 8 5 0.942414 10 4 0.902781 3 2 0.0993637 11 2 0.896018 9 1 0.658886 16 2 0.186294 17 4 0.787391 10 2 0.72825 9 1 0.639883 18 3 0.770784 18 5 0.302457 4 3 0.67643 11 2 0.699765 5 2 0.392809 14 4 0.971865 7 1 0.915573 10 4 0.177641 19 1 0.722861 8 3 0.029768 4 5 0.658227 14 3 0.06242 11 1 0.159608 12 5 0.998153 12 1 0.861962 17 1 0.564249 10 4 0.364802 6 3 0.344356 5 4 0.772018 15 5 0.383287 0 1 0.301315 11 1 0.469378 4 5 0.254619 16 1 0.742769 5 1 0.553639 6 2 0.465546 10 1 0.224181 17 4 0.373552 15 5 0.996133 13 4 0.209595 18 5 0.789872 10 5 0.557323 1 5 0.537433 12 4 0.88659 8 4 0.936198 3 4 0.777468 2 2 0.812515 1 3 0.308459 18 4 0.646522 9 4 0.568373 0 5 0.405198 9 3 0.441203 11 3 0.169663 6 3 0.963423 15 1 0.725306 14 2 0.805516 10 5 0.590296 18 2 0.728422 11 4 0.921256 7 2 0.445614 13 3 0.639999 10 5 0.472752 9 5 0.420011 9 3 0.293196 4 2 0.457165 2 5 0.177985 9 2 0.339163 7 1 0.932439 17 5 0.25056 13 4 0.861236 16 5 0.583915 15 4 0.395859 3 5 0.164029 5 1 0.508063 19 2 0.283775 12 3 0.900095 3 3 0.726762 12 5 0.472726 17 4 0.783603 3 2 0.8031 14 5 0.144371 19 1 0.613524 16 3 0.930123 2 5 0.970298 6 1 0.386954 15 1 0.52958 10 3 0.570043 5 4 0.897039 1 4 0.229361 STREAMCOST 1.34031 9.12851 8.15772 3.43511 6.86821 2.70496 8.86148 6.50877 7.69013 4.67093 5.98422 6.76947 7.24223 9.54095 8.6016 3.19438 4.82553 5.07098 1.63157 7.41457 HEUR 2 59 20 45.6128 59 21 81.9659 59 40 104.786 59 41 119.249 59 42 104.437 59 43 381.853 59 44 199.329 59 45 214.54 59 46 120.667 59 47 119.155 59 30 47.4981 59 31 87.6226 59 32 102.77 59 33 47.4981 # ARGUMENTS VAR RATIO 10 TREE 60 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 7 16 4 15 7 13 14 15 12 15 VALUE 7 3 0.379415 18 1 0.704382 3 5 0.123393 17 4 0.183256 17 3 0.337397 19 5 0.403351 2 3 0.50033 18 2 0.188924 4 1 0.502086 6 4 0.94836 12 3 0.0804331 8 3 0.140583 16 3 0.293018 1 5 0.950129 10 2 0.959386 14 2 0.364592 10 1 0.988013 4 2 0.769658 19 3 0.0399293 10 1 0.889292 3 4 0.0115855 10 3 0.740677 13 4 0.711316 8 2 0.499169 15 5 0.96658 17 3 0.964098 8 4 0.499896 8 4 0.965804 6 3 0.163673 6 4 0.711745 12 1 0.785718 6 5 0.84512 16 5 0.962811 10 3 0.00332106 0 3 0.143281 7 3 0.0842832 13 4 0.688343 10 4 0.969284 19 5 0.392679 13 3 0.848781 18 4 0.386561 16 3 0.514578 8 1 0.263282 4 5 0.247389 10 4 0.664128 3 5 0.799916 0 1 0.583073 12 3 0.887527 5 4 0.277487 15 5 0.845658 8 3 0.325583 0 4 0.933705 12 4 0.49372 17 4 0.837992 11 3 0.476118 6 3 0.742417 15 5 0.0263672 3 2 0.965433 10 5 0.742068 4 3 0.412459 16 1 0.00490811 8 1 0.106919 12 1 0.646825 14 4 0.890334 10 4 0.189871 19 1 0.227018 4 2 0.467185 4 1 0.447681 6 3 0.373627 12 5 0.0995213 4 2 0.15013 16 4 0.975007 16 3 0.237973 5 3 0.447645 15 2 0.952089 18 1 0.666759 19 4 0.632531 2 1 0.899442 19 5 0.57616 16 2 0.106364 5 2 0.738172 18 3 0.661113 6 5 0.819769 3 3 0.701118 9 1 0.928049 11 5 0.765872 2 3 0.0429466 2 4 0.119326 11 2 0.454381 3 2 0.676662 8 4 0.83816 18 1 0.810456 11 3 0.190907 13 5 0.728092 17 1 0.224041 1 4 0.878961 4 3 0.0133161 14 1 0.702471 0 4 0.824469 16 3 0.631591 4 2 0.133417 8 3 0.825356 4 1 0.685174 13 4 0.129256 4 4 0.703739 10 3 0.989452 7 3 0.192455 16 3 0.398315 11 1 0.466567 14 5 0.567056 9 4 0.107682 3 2 0.832467 9 2 0.98166 8 5 0.470015 19 4 0.420253 17 2 0.923681 6 3 0.36101 5 4 0.0794035 STREAMCOST 8.10827 3.28793 5.93202 7.41907 8.06859 1.3149 5.24351 1.24513 9.74851 2.4911 2.44746 1.9315 2.82689 8.54894 3.08897 1.18359 3.8365 2.77483 3.27999 3.2973 HEUR 2 60 20 59.637 60 21 71.2453 60 40 71.6327 60 41 161.508 60 42 87.6361 60 43 322.635 60 44 161.399 60 45 168.134 60 46 104.488 60 47 91.8531 60 30 64.1523 60 31 72.5779 60 32 72.5813 60 33 64.1523 # ARGUMENTS VAR RATIO 10 TREE 61 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 17 18 4 2 18 11 10 10 20 12 VALUE 0 2 0.923644 13 4 0.93777 6 3 0.340925 18 1 0.205105 9 5 0.881047 1 3 0.584381 9 3 0.882341 8 4 0.620365 1 2 0.0278234 19 4 0.101333 14 4 0.0398732 16 3 0.862615 7 2 0.599223 3 4 0.703364 3 1 0.528219 14 2 0.667118 2 2 0.955981 0 4 0.845931 18 3 0.457832 13 1 0.442773 2 5 0.334569 5 3 0.138356 8 4 0.548966 6 4 0.733107 18 4 0.74969 14 2 0.235367 3 4 0.260583 9 4 0.341556 9 4 0.171107 17 4 0.210868 0 5 0.768505 3 2 0.774421 5 4 0.484688 12 2 0.240927 7 5 0.0981926 16 1 0.919065 3 5 0.138468 6 2 0.522 19 1 0.123498 18 4 0.834858 11 5 0.728549 19 3 0.354107 9 3 0.245362 18 1 0.112495 16 4 0.659211 4 2 0.888718 16 1 0.793847 12 3 0.854388 8 5 0.120314 14 5 0.233291 12 3 0.203706 4 4 0.208354 18 1 0.0173806 0 1 0.106339 12 2 0.381371 8 5 0.624252 7 2 0.892436 5 4 0.687242 12 5 0.9086 19 4 0.72845 2 3 0.903144 6 3 0.424627 17 3 0.904338 9 1 0.536276 2 1 0.994508 12 2 0.591322 10 3 0.171954 12 4 0.317619 8 2 0.224404 14 3 0.0174482 17 2 0.410037 17 2 0.0908787 17 2 0.21106 4 2 0.223927 16 2 0.78548 9 3 0.445412 10 5 0.970551 19 2 0.13242 10 1 0.698415 16 5 0.992552 7 3 0.707303 12 3 0.0935963 8 3 0.486102 11 4 0.467282 4 5 0.130566 11 5 0.299428 17 2 0.718799 7 5 0.124517 10 4 0.520212 10 1 0.591778 5 3 0.28859 2 2 0.165213 10 1 0.752873 19 3 0.258475 3 5 0.134572 18 1 0.672087 0 5 0.369426 7 5 0.0627611 17 3 0.101936 18 4 0.688426 15 4 0.321869 17 2 0.232588 11 3 0.104421 10 1 0.125109 16 1 0.103206 16 5 0.65219 2 4 0.307666 14 2 0.386417 0 5 0.652765 10 1 0.191358 15 5 0.926479 9 4 0.820649 9 1 0.760669 15 4 0.461212 17 5 0.113296 18 3 0.711604 13 3 0.583521 14 4 0.0172012 16 4 0.82902 13 3 0.379168 14 1 0.0279933 6 4 0.0838248 STREAMCOST 9.84362 2.90345 9.8488 4.63164 3.37908 6.83506 7.54541 8.45073 7.91388 2.9177 4.50474 9.8011 4.63214 4.88678 4.16991 1.41026 2.61614 6.05736 2.86628 8.45164 HEUR 2 61 20 70.3739 61 21 102.104 61 40 108.518 61 41 184.584 61 42 115.54 61 43 322.382 61 44 164.571 61 45 224.021 61 46 131.931 61 47 127.25 61 30 74.4669 61 31 108.598 61 32 108.7 61 33 74.4669 # ARGUMENTS VAR RATIO 10 TREE 62 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 1 11 10 10 17 10 9 15 13 18 VALUE 5 2 0.5428 10 2 0.382526 4 1 0.953458 0 4 0.923896 0 3 0.996126 3 4 0.063813 14 5 0.410497 13 2 0.494318 19 3 0.224471 7 1 0.198672 17 4 0.889132 9 5 0.100895 12 2 0.985814 16 3 0.149284 3 2 0.587449 10 2 0.0817166 5 1 0.0175767 15 3 0.693534 18 2 0.10252 18 3 0.301254 2 2 0.11201 19 5 0.183998 12 2 0.270917 8 4 0.713671 3 1 0.282374 15 2 0.176567 10 3 0.385861 1 2 0.136795 16 2 0.707683 13 5 0.388411 7 3 0.335656 11 5 0.488524 15 4 0.590836 12 5 0.659957 13 3 0.0178335 10 5 0.193739 13 5 0.298915 7 3 0.706063 3 1 0.18775 4 4 0.390289 10 5 0.867823 3 1 0.337202 5 4 0.513581 8 3 0.426787 0 2 0.732261 0 2 0.163308 18 2 0.879281 4 2 0.397702 6 5 0.657857 0 4 0.708006 7 1 0.970831 11 4 0.756491 17 4 0.921564 3 3 0.857611 14 2 0.132723 7 2 0.288207 18 3 0.999587 7 1 0.27533 18 2 0.0351378 3 1 0.385557 17 5 0.825927 6 3 0.708528 3 4 0.672071 7 4 0.116638 13 5 0.958504 1 1 0.132382 18 3 0.182707 0 1 0.856668 17 5 0.122604 18 3 0.75776 19 1 0.355467 3 3 0.168367 11 2 0.908728 2 1 0.321945 4 4 0.866784 11 5 0.866843 1 2 0.210886 19 3 0.569933 2 3 0.203039 17 3 0.289899 13 3 0.43149 17 2 0.642547 4 2 0.988306 12 4 0.574764 5 4 0.222739 4 5 0.842716 10 2 0.00755731 9 4 0.378667 10 4 0.335629 14 1 0.0799423 5 3 0.915686 14 3 0.812726 14 1 0.539031 1 1 0.472987 13 5 0.191399 12 3 0.347913 15 4 0.373166 8 2 0.610115 9 3 0.130895 4 3 0.976788 17 4 0.376534 2 3 0.824824 5 4 0.813892 19 1 0.281549 12 1 0.219456 18 4 0.300438 18 3 0.831974 14 5 0.392816 14 5 0.0145465 12 5 0.376437 15 4 0.0937953 8 1 0.853672 19 1 0.666589 15 2 0.311552 STREAMCOST 4.31684 3.54686 7.21044 6.19472 8.74565 5.84121 3.54889 9.06618 3.89098 2.6469 3.60113 6.29369 6.589 2.0339 9.97965 4.96274 1.04683 5.21145 2.6701 4.96121 HEUR 2 62 20 28.2337 62 21 52.4649 62 40 52.0681 62 41 143.426 62 42 57.4641 62 43 333.538 62 44 177.913 62 45 99.6011 62 46 55.7729 62 47 52.6785 62 30 29.6702 62 31 51.0212 62 32 51.0292 62 33 29.6702 # ARGUMENTS VAR RATIO 10 TREE 63 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 12 10 8 1 1 2 11 17 4 15 VALUE 10 4 0.256087 14 3 0.741591 10 5 0.225789 3 1 0.0884523 9 3 0.773385 17 4 0.532395 17 5 0.453845 5 3 0.868604 0 1 0.874524 14 3 0.855571 18 5 0.891787 10 4 0.98877 17 1 0.193462 10 5 0.953256 0 2 0.92044 4 4 0.10456 14 1 0.965887 19 2 0.0384744 6 1 0.491097 15 2 0.690688 10 1 0.293093 5 2 0.795315 13 1 0.346879 19 3 0.835366 12 5 0.110234 8 3 0.858983 5 4 0.598617 15 5 0.247411 3 5 0.986453 13 4 0.676051 11 4 0.941826 0 4 0.668603 12 4 0.405199 9 3 0.97486 19 5 0.0547304 5 5 0.00941062 16 5 0.953001 17 1 0.991869 18 4 0.823744 13 3 0.773856 14 4 0.93629 14 2 0.427389 19 2 0.557942 0 3 0.669426 12 1 0.602676 5 4 0.039966 19 5 0.61991 10 2 0.258785 3 5 0.876905 19 4 0.398864 3 1 0.74015 8 4 0.345811 2 1 0.153922 5 1 0.612239 9 4 0.608671 8 4 0.193052 1 5 0.917762 5 1 0.818576 11 5 0.315221 4 3 0.890043 11 3 0.958215 0 1 0.564633 2 4 0.42688 8 1 0.154011 4 1 0.4059 11 2 0.548111 7 5 0.754121 12 4 0.384471 8 1 0.31191 12 5 0.648611 13 3 0.502296 12 2 0.299369 7 2 0.148812 18 5 0.692617 11 3 0.712773 3 4 0.19613 1 1 0.654005 8 4 0.64969 19 5 0.979736 0 4 0.747016 7 3 0.624926 STREAMCOST 4.43647 8.86267 5.00656 5.59264 6.11185 8.80743 9.37448 3.02569 5.33521 2.16991 1.27629 1.77303 2.46901 6.78115 1.56763 9.36518 3.00406 3.69179 4.44985 1.8444 HEUR 2 63 20 8.58607 63 21 31.6635 63 40 61.6296 63 41 47.8048 63 42 52.3764 63 43 89.3105 63 44 109.033 63 45 40.4881 63 46 44.4363 63 47 42.6771 63 30 8.72748 63 31 29.8806 63 32 56.3444 63 33 8.72748 # ARGUMENTS VAR RATIO 10 TREE 64 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 8 16 12 12 12 18 9 7 10 13 VALUE 6 5 0.313337 14 2 0.934937 10 5 0.396222 10 4 0.95382 10 3 0.582075 2 1 0.967384 0 5 0.208742 19 1 0.806064 12 4 0.224442 6 2 0.831787 12 4 0.00194849 17 1 0.165116 7 4 0.216444 3 3 0.899681 17 1 0.255723 9 4 0.0295279 4 3 0.206088 1 1 0.136969 17 4 0.671582 19 2 0.851996 0 3 0.352538 11 2 0.902358 8 5 0.394106 3 3 0.363173 11 5 0.623283 17 2 0.347059 2 3 0.245073 17 5 0.921684 19 1 0.711576 10 4 0.45441 1 2 0.902812 15 3 0.670641 1 2 0.812595 2 3 0.632177 13 1 0.331872 11 5 0.221239 5 3 0.241382 14 1 0.131592 12 3 0.517837 4 3 0.165298 16 1 0.439895 1 5 0.613331 1 4 0.843982 3 2 0.770718 8 2 0.262744 4 4 0.706482 1 5 0.107541 16 2 0.965995 0 5 0.960818 10 1 0.131599 12 5 0.673306 16 5 0.238284 14 5 0.32556 1 1 0.115867 9 5 0.307001 17 3 0.362133 6 4 0.324455 0 5 0.186735 15 5 0.988625 7 1 0.903022 9 1 0.866824 12 3 0.863245 16 3 0.0233638 3 4 0.931577 1 4 0.5442 12 1 0.823913 14 2 0.50302 10 1 0.579876 0 5 0.826493 0 2 0.435625 0 2 0.0504027 6 5 0.0727098 19 2 0.526288 8 1 0.104828 9 2 0.487664 1 1 0.515192 4 3 0.303778 4 2 0.344549 7 2 0.708311 6 5 0.170157 12 4 0.650966 5 1 0.480796 6 1 0.727287 17 4 0.0026577 7 4 0.0626093 5 2 0.499915 3 1 0.722669 10 1 0.642599 16 1 0.73677 8 2 0.816541 2 3 0.865383 15 5 0.916897 7 5 0.532309 10 3 0.869719 2 4 0.871767 6 4 0.243016 1 1 0.642468 14 4 0.231576 7 1 0.202038 18 1 0.713895 8 1 0.126259 13 2 0.343185 14 4 0.325553 14 3 0.282009 5 3 0.250453 8 4 0.978061 5 1 0.373476 19 5 0.658476 4 1 0.512609 15 4 0.971096 2 1 0.631788 11 2 0.512312 4 4 0.932363 19 2 0.62352 1 2 0.0033727 16 3 0.183222 19 2 0.597747 STREAMCOST 6.0013 7.80927 6.67535 6.15863 9.13143 2.09671 1.35459 5.05468 5.34234 4.50736 2.62871 2.98495 5.354 9.15025 7.75921 3.52678 3.11817 2.26185 6.72312 5.43681 HEUR 2 64 20 55.1368 64 21 58.9504 64 40 61.1678 64 41 123.178 64 42 73.8131 64 43 333.285 64 44 173.674 64 45 173.066 64 46 71.7298 64 47 66.1826 64 30 56.2969 64 31 60.2307 64 32 60.2308 64 33 56.2969 # ARGUMENTS VAR RATIO 10 TREE 65 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 5 18 1 14 6 8 4 9 7 12 VALUE 3 4 0.699314 2 4 0.953895 10 3 0.235807 15 2 0.0320559 10 4 0.134185 17 3 0.29558 9 1 0.679669 3 4 0.379921 3 4 0.100694 12 5 0.651159 4 3 0.100208 13 4 0.712905 2 5 0.455741 18 1 0.525988 10 3 0.446075 13 1 0.23624 19 3 0.663226 0 4 0.173104 11 5 0.0299374 3 1 0.955137 6 3 0.0504041 14 3 0.647618 16 5 0.376635 1 5 0.366696 6 2 0.410791 17 2 0.280522 8 4 0.0928604 1 5 0.766514 6 2 0.935585 9 4 0.217575 1 2 0.456475 1 4 0.949467 13 1 0.0498556 15 4 0.982675 17 5 0.0307213 19 5 0.0712786 2 1 0.952668 12 3 0.773905 10 2 0.354204 3 2 0.476967 5 1 0.894738 16 4 0.214627 6 4 0.143191 10 1 0.20131 13 3 0.161005 15 1 0.0165221 12 3 0.127434 12 5 0.536099 9 2 0.931295 15 3 0.813807 12 4 0.016855 3 3 0.384025 15 2 0.390167 10 4 0.0494874 7 3 0.249913 7 1 0.390474 9 5 0.186898 6 2 0.860211 4 5 0.464025 18 5 0.617204 10 3 0.796105 10 3 0.607266 3 2 0.655015 15 2 0.488905 7 5 0.639062 14 5 0.866121 1 1 0.794851 14 5 0.29445 15 1 0.243718 5 3 0.265853 8 5 0.818514 11 2 0.93283 16 2 0.285327 17 5 0.260997 16 1 0.271386 6 2 0.283533 11 1 0.893127 2 2 0.581206 1 4 0.169033 9 2 0.272258 10 3 0.214168 9 2 0.174397 1 2 0.983235 5 5 0.106048 STREAMCOST 6.17096 6.69165 6.61077 9.00301 3.68428 6.17866 7.48748 1.79901 5.03465 6.93378 7.4978 9.2572 2.92963 5.96611 2.60036 9.723 5.85543 2.6622 8.39868 9.88274 HEUR 2 65 20 74.3986 65 21 116.858 65 40 114.654 65 41 253.013 65 42 142.573 65 43 319.27 65 44 243.63 65 45 198.509 65 46 140.34 65 47 133.741 65 30 90.0933 65 31 122.871 65 32 123.241 65 33 90.1161 # ARGUMENTS VAR RATIO 10 TREE 66 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 4 4 3 6 8 5 14 7 4 19 VALUE 5 5 0.758416 18 3 0.181624 10 1 0.4678 13 1 0.140514 16 3 0.298641 6 1 0.0616328 13 2 0.903489 5 3 0.215468 10 5 0.664328 17 4 0.115052 7 1 0.0266425 10 1 0.725531 17 2 0.0678205 9 2 0.768679 2 2 0.0962941 1 1 0.502865 1 1 0.0222558 0 4 0.308543 0 3 0.465223 6 5 0.278498 4 3 0.361318 8 1 0.656851 6 4 0.188268 9 1 0.238496 8 2 0.944671 19 1 0.629408 19 3 0.126316 5 1 0.560788 3 2 0.954768 8 2 0.715675 2 4 0.907776 2 3 0.605904 14 4 0.106723 15 4 0.540499 13 3 0.361957 19 4 0.1164 4 2 0.716859 11 2 0.277585 12 1 0.814309 9 1 0.432722 11 3 0.321388 8 3 0.125102 10 2 0.311064 7 5 0.411477 5 3 0.818676 17 3 0.965664 12 1 0.702874 11 3 0.146563 17 2 0.0641083 13 4 0.39456 6 3 0.703737 19 4 0.21565 8 2 0.0892317 2 2 0.618654 15 2 0.469182 5 2 0.495937 13 1 0.909949 4 1 0.387339 15 5 0.395684 14 5 0.736297 11 3 0.399533 16 4 0.75216 11 3 0.548261 9 1 0.0652561 11 1 0.554009 2 2 0.0458227 4 1 0.125615 3 4 0.659932 9 4 0.797959 16 1 0.808775 17 5 0.37185 18 4 0.740691 17 4 0.240414 13 3 0.103477 STREAMCOST 8.37317 7.84258 8.41114 7.92038 6.24331 1.54141 2.98447 5.69512 5.18607 1.989 3.41602 8.92051 6.96376 7.40858 6.42323 8.90493 3.48712 9.21683 3.98125 3.67141 HEUR 2 66 20 64.3973 66 21 66.1786 66 40 71.3215 66 41 144.542 66 42 68.8875 66 43 264.482 66 44 122.957 66 45 214.704 66 46 120.313 66 47 115.817 66 30 68.8104 66 31 69.4749 66 32 71.1245 66 33 68.8356 # ARGUMENTS VAR RATIO 10 TREE 67 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 11 16 18 20 14 13 7 17 2 16 VALUE 7 1 0.21315 15 5 0.918811 14 5 0.0468953 10 5 0.186138 11 3 0.252072 2 2 0.52988 3 3 0.35032 19 2 0.756775 0 2 0.409589 4 3 0.841702 0 4 0.955009 9 2 0.639508 10 4 0.232813 3 2 0.575723 11 3 0.708476 5 5 0.349594 12 1 0.402252 16 2 0.980759 16 5 0.297642 1 3 0.332008 19 5 0.183395 0 4 0.730352 14 3 0.04614 1 5 0.871917 7 3 0.706944 7 2 0.397974 4 4 0.304972 18 1 0.438987 19 2 0.00841191 13 5 0.842385 7 2 0.927035 10 3 0.852364 9 3 0.447447 0 5 0.373173 12 5 0.239804 19 4 0.109996 8 3 0.225061 10 1 0.405506 9 4 0.821898 3 4 0.210712 19 1 0.526868 1 2 0.908093 0 4 0.690662 19 2 0.824424 15 2 0.187677 4 3 0.532729 0 4 0.156544 13 1 0.338138 4 4 0.629045 0 1 0.339055 7 2 0.801121 2 4 0.396125 2 2 0.23807 2 3 0.18108 18 2 0.526908 18 2 0.296707 1 2 0.212757 12 1 0.0118496 13 5 0.232557 7 4 0.839625 6 2 0.0269618 17 5 0.336539 18 5 0.876759 1 4 0.00740191 3 4 0.804565 5 2 0.139466 14 4 0.28944 10 1 0.471365 13 5 0.915463 19 1 0.746667 0 1 0.906132 14 5 0.0991879 15 3 0.467079 4 1 0.182245 10 4 0.181325 11 3 0.185509 13 4 0.0851106 17 3 0.604126 14 4 0.0479608 10 3 0.0479256 2 3 0.666801 10 1 0.972888 15 4 0.762487 16 5 0.136833 0 3 0.732093 7 5 0.558052 16 3 0.870354 8 2 0.724178 5 2 0.636164 3 2 0.995901 15 2 0.0708154 5 4 0.0732306 8 5 0.967707 3 4 0.659158 6 3 0.0894545 12 3 0.623163 18 3 0.997624 3 5 0.203407 19 1 0.136348 10 4 0.32888 5 5 0.740538 6 3 0.959415 16 1 0.908573 12 1 0.948467 11 4 0.935108 19 1 0.802128 9 2 0.729402 12 5 0.416789 0 2 0.713474 10 2 0.143632 12 3 0.661664 1 4 0.101158 8 3 0.316603 15 4 0.2848 4 3 0.516306 19 4 0.523919 4 4 0.399341 12 4 0.148609 6 3 0.201877 17 5 0.559779 0 3 0.0160675 19 1 0.535404 6 1 0.203902 19 3 0.73485 11 1 0.0403494 18 1 0.248328 0 3 0.747331 12 3 0.0872288 0 5 0.899913 14 3 0.934165 4 5 0.0308466 0 2 0.118836 7 1 0.910905 11 2 0.470332 STREAMCOST 9.97122 7.57416 6.95799 4.23238 2.52553 6.17041 5.4214 7.07475 5.79005 1.3475 9.08943 5.76883 3.20275 3.25361 2.82749 6.71776 9.3608 5.37813 9.33661 5.47673 HEUR 2 67 20 54.6054 67 21 66.9181 67 40 76.0877 67 41 199.897 67 42 101.1 67 43 448.308 67 44 147.466 67 45 211.064 67 46 100.931 67 47 98.2876 67 30 67.5753 67 31 69.5537 67 32 70.6438 67 33 67.5753 # ARGUMENTS VAR RATIO 10 TREE 68 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 6 9 1 16 12 3 3 11 13 2 VALUE 5 2 0.807252 6 1 0.309121 14 3 0.932896 13 5 0.938398 15 2 0.972823 5 3 0.763659 10 4 0.954831 5 4 0.886732 11 4 0.168878 3 1 0.345312 0 3 0.229623 8 3 0.99458 13 5 0.289967 18 1 0.966514 19 1 0.773171 4 3 0.505566 3 3 0.750443 10 3 0.296267 16 3 0.716566 17 1 0.209809 10 3 0.673069 7 4 0.643578 9 4 0.997919 5 2 0.565819 7 3 0.135922 14 2 0.628539 3 4 0.840422 5 4 0.0809992 9 3 0.702396 5 5 0.596657 12 4 0.0183221 0 1 0.339394 12 1 0.00468777 0 1 0.176329 11 2 0.669387 17 5 0.598466 5 1 0.736391 7 5 0.438324 0 1 0.994691 0 1 0.553944 15 5 0.0748025 19 2 0.0026919 1 5 0.909292 18 4 0.339799 15 4 0.16373 7 5 0.323591 2 5 0.363578 10 5 0.309173 2 2 0.549412 1 4 0.89325 12 5 0.418259 2 1 0.36031 7 4 0.643664 10 1 0.291083 17 4 0.398222 16 4 0.227468 0 2 0.574719 4 2 0.335957 10 2 0.567269 3 3 0.764383 10 3 0.459408 9 3 0.151552 11 4 0.0353192 16 1 0.803392 5 2 0.648743 7 5 0.418842 14 1 0.69029 10 3 0.45122 12 4 0.109548 11 5 0.662261 19 2 0.128026 9 5 0.291042 2 1 0.0225809 14 1 0.910713 4 1 0.854579 18 1 0.438218 STREAMCOST 2.12147 1.34643 3.6178 5.4716 5.85859 8.60904 2.02756 3.31909 8.07106 6.71441 2.81749 7.35914 4.97989 3.22715 8.4179 7.0035 5.08413 9.10243 6.44779 7.1133 HEUR 2 68 20 36.771 68 21 53.7737 68 40 82.4706 68 41 100.886 68 42 69.4467 68 43 290.911 68 44 168.023 68 45 136.608 68 46 96.6359 68 47 96.0754 68 30 37.6526 68 31 51.1999 68 32 81.5169 68 33 38.8948 # ARGUMENTS VAR RATIO 10 TREE 69 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 6 9 17 12 8 4 16 18 12 3 VALUE 5 2 0.104977 13 1 0.250028 13 4 0.69783 1 4 0.0193871 15 1 0.0763763 3 2 0.908016 14 4 0.328494 2 3 0.815427 3 4 0.323504 16 3 0.707103 10 3 0.293031 9 2 0.0609419 13 3 0.233459 7 4 0.00119379 8 3 0.387666 0 2 0.721237 10 3 0.987691 6 3 0.676308 13 1 0.391135 4 1 0.737853 14 1 0.413616 9 3 0.458307 6 1 0.0937152 0 3 0.0112819 16 3 0.193509 14 3 0.56972 3 5 0.0758817 12 1 0.0603164 3 3 0.257092 11 1 0.483148 18 2 0.546626 1 5 0.379616 17 2 0.39105 15 2 0.663356 13 4 0.856278 10 3 0.330015 10 3 0.162918 17 3 0.369807 2 3 0.945735 13 5 0.607565 6 4 0.769626 7 2 0.0286889 19 4 0.281278 17 4 0.829835 8 3 0.404678 5 3 0.785184 11 3 0.0581832 1 3 0.291063 13 4 0.021702 15 4 0.311357 5 3 0.518637 16 3 0.142922 7 3 0.402422 10 1 0.0316057 4 5 0.00100794 17 1 0.997026 2 1 0.427222 18 4 0.716541 14 1 0.617643 4 2 0.31049 13 4 0.18924 2 4 0.877342 12 5 0.605784 1 4 0.490141 10 3 0.58431 17 4 0.34954 6 4 0.859513 5 1 0.678516 16 1 0.565784 8 2 0.929295 17 1 0.578571 12 1 0.0630129 16 2 0.897093 4 3 0.791614 11 3 0.621376 19 5 0.881078 13 3 0.446867 11 2 0.76599 17 3 0.262035 0 1 0.401632 13 5 0.0423563 9 2 0.0964105 8 3 0.888694 16 3 0.785946 14 4 0.419059 11 3 0.773859 14 5 0.288008 8 3 0.235761 12 2 0.684172 6 1 0.877119 10 1 0.373338 7 3 0.757259 7 3 0.190789 14 5 0.013114 9 1 0.806073 4 3 0.127603 7 4 0.704411 11 5 0.00236455 2 4 0.762977 2 3 0.972097 10 4 0.878782 16 3 0.0913121 3 4 0.486033 10 1 0.336156 9 4 0.684238 STREAMCOST 5.90915 9.07863 9.15754 3.94743 9.27261 3.46492 1.18169 2.22374 7.54568 9.76106 6.32198 7.3319 6.6623 7.92362 3.61217 3.98766 3.79109 2.87623 8.66089 2.15747 HEUR 2 69 20 54.0485 69 21 62.8327 69 40 64.194 69 41 152.682 69 42 71.0068 69 43 311.348 69 44 211.688 69 45 222.686 69 46 100.047 69 47 84.078 69 30 58.6394 69 31 63.727 69 32 63.7289 69 33 58.6394 # ARGUMENTS VAR RATIO 10 TREE 70 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 19 14 18 2 12 3 19 4 7 18 VALUE 2 1 0.859534 6 3 0.388743 9 1 0.452564 4 2 0.362547 5 1 0.591328 10 2 0.156422 0 2 0.70813 13 1 0.51645 3 4 0.734949 8 1 0.657685 6 2 0.934151 2 5 0.172164 19 5 0.131227 0 1 0.0997708 15 3 0.674712 17 2 0.656667 6 4 0.488346 0 3 0.458653 19 2 0.948023 14 5 0.339412 3 2 0.155114 4 1 0.166046 5 2 0.36605 6 5 0.502985 7 5 0.483888 11 1 0.611695 18 1 0.213585 4 5 0.418131 1 1 0.232134 0 4 0.774228 4 5 0.299852 19 3 0.137634 9 1 0.184748 7 1 0.00145811 2 4 0.441147 15 5 0.804139 18 2 0.53469 8 4 0.784621 7 4 0.865941 12 3 0.595498 19 3 0.86222 0 2 0.7874 5 3 0.760626 19 1 0.0397946 19 1 0.652309 15 5 0.564597 13 4 0.78174 17 2 0.862037 18 5 0.0235085 6 3 0.216437 3 2 0.989904 6 5 0.129608 4 2 0.231567 10 2 0.0185539 1 3 0.981236 18 2 0.463409 4 1 0.104448 15 2 0.936756 1 3 0.552472 11 4 0.33497 10 5 0.0103033 9 3 0.839954 1 4 0.22282 17 4 0.13314 13 1 0.215454 7 5 0.0670885 19 5 0.641927 17 4 0.751359 18 5 0.595623 11 5 0.311343 9 3 0.352013 19 4 0.793669 3 3 0.30701 15 1 0.186789 5 5 0.88137 7 3 0.0193159 11 5 0.581975 0 2 0.879299 16 4 0.742302 16 5 0.233856 0 2 0.520369 6 3 0.533756 2 4 0.611394 6 1 0.534686 5 4 0.775829 17 4 0.563236 4 1 0.328617 6 1 0.581487 15 5 0.525142 14 1 0.573289 9 1 0.622217 14 3 0.97717 5 2 0.946472 8 4 0.593163 14 5 0.154996 2 1 0.136745 19 1 0.665463 19 1 0.915711 11 5 0.309126 5 5 0.292659 0 4 0.68139 11 2 0.413936 12 5 0.508774 1 5 0.0653866 4 2 0.385008 8 1 0.415928 8 2 0.606021 13 3 0.191773 17 1 0.373464 5 5 0.107297 0 4 0.972662 14 4 0.304746 0 2 0.667109 9 1 0.167756 0 2 0.887805 9 2 0.90287 STREAMCOST 8.34478 7.89139 1.71005 1.55508 7.58979 1.95511 8.92178 7.87043 2.36146 7.16075 6.50458 2.74902 9.97922 7.92279 5.86727 3.73369 5.99547 7.66139 8.18493 9.33016 HEUR 2 70 20 84.8931 70 21 101.901 70 40 102.79 70 41 212.284 70 42 128.67 70 43 353.125 70 44 227.566 70 45 222.775 70 46 181.135 70 47 180.535 70 30 95.6321 70 31 100.394 70 32 105.262 70 33 96.2572 # ARGUMENTS VAR RATIO 10 TREE 71 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 4 16 8 3 17 15 4 4 19 16 VALUE 15 1 0.722604 5 5 0.372477 16 2 0.233727 18 2 0.514445 14 1 0.102832 2 4 0.93951 2 4 0.899254 1 2 0.364869 19 4 0.788291 13 3 0.322871 5 1 0.371629 6 3 0.992428 5 4 0.859431 16 5 0.0721982 0 2 0.324082 17 2 0.741426 12 3 0.075483 19 2 0.107256 18 4 0.253677 6 5 0.573073 5 1 0.236225 12 1 0.00702861 2 3 0.483095 17 4 0.384034 15 5 0.309795 17 4 0.734965 18 3 0.529765 8 3 0.141005 11 1 0.771723 3 3 0.135647 14 3 0.698925 1 1 0.141771 0 2 0.857221 1 3 0.524562 1 2 0.538443 11 2 0.99188 19 4 0.266622 6 4 0.452242 4 2 0.147443 3 3 0.248828 19 1 0.964593 7 1 0.195986 7 2 0.115044 3 5 0.316152 11 1 0.940556 8 2 0.735776 17 4 0.657477 5 2 0.579556 3 5 0.273594 8 5 0.173606 19 5 0.615409 17 4 0.136978 6 1 0.83115 10 3 0.388783 2 2 0.727052 9 4 0.0594191 16 3 0.803456 16 1 0.580445 17 5 0.795556 2 4 0.0302768 10 2 0.690305 3 4 0.647216 16 5 0.0766258 0 3 0.601007 13 5 0.0955595 10 4 0.248244 12 1 0.0158876 15 4 0.445249 13 1 0.39869 1 5 0.757446 3 3 0.294083 13 3 0.64792 17 2 0.196524 8 1 0.523082 14 2 0.807813 5 2 0.459093 15 3 0.254805 15 3 0.929797 11 1 0.802463 11 2 0.984038 9 2 0.194656 8 4 0.043598 10 4 0.0573654 6 3 0.768179 6 2 0.138283 19 5 0.687703 15 1 0.100179 12 4 0.00872803 16 3 0.448317 4 2 0.431727 8 1 0.259783 14 4 0.376253 8 5 0.157656 6 4 0.556679 2 3 0.0934445 1 3 0.195223 0 4 0.292383 14 1 0.456305 19 1 0.501751 18 3 0.509305 16 2 0.358106 2 4 0.510639 9 5 0.953414 9 1 0.735816 11 3 0.0688682 18 1 0.354093 STREAMCOST 8.77038 8.65004 6.04958 6.45204 8.03243 3.67313 1.47831 3.80832 9.32329 8.09684 9.9792 6.6876 7.51595 5.68811 3.92881 6.79049 5.36239 6.02703 5.64694 8.87956 HEUR 2 71 20 64.2644 71 21 81.8464 71 40 87.2269 71 41 194.9 71 42 101.203 71 43 367.22 71 44 145.887 71 45 185.201 71 46 115.288 71 47 105.911 71 30 76.5359 71 31 82.1578 71 32 82.401 71 33 76.5359 # ARGUMENTS VAR RATIO 10 TREE 72 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 3 20 14 9 11 2 8 13 9 1 VALUE 11 4 0.716074 18 1 0.869364 1 5 0.500679 14 3 0.699082 18 2 0.41626 5 2 0.0220769 8 3 0.634259 4 3 0.792399 15 4 0.61687 1 4 0.169727 7 5 0.168377 14 4 0.498497 7 2 0.660534 6 2 0.387288 1 4 0.0489024 13 3 0.412346 14 3 0.788373 15 2 0.275181 13 2 0.870493 3 2 0.754904 2 3 0.805511 16 1 0.811409 7 5 0.676175 16 5 0.602577 8 1 0.0790026 16 1 0.238155 13 1 0.794821 13 2 0.904783 7 4 0.732855 2 2 0.185569 4 5 0.271129 8 1 0.699219 0 1 0.835805 7 5 0.342703 11 2 0.3545 17 1 0.942854 3 2 0.178739 10 3 0.708578 17 3 0.261289 17 4 0.152445 17 4 0.572019 16 1 0.0304743 12 1 0.62409 3 4 0.0682734 14 2 0.296438 14 2 0.221312 5 4 0.566729 3 1 0.37838 8 5 0.824169 5 5 0.479661 7 4 0.364368 13 1 0.530965 2 5 0.198202 13 3 0.418883 14 4 0.140593 15 1 0.0250271 3 2 0.750327 13 4 0.291223 16 4 0.65002 18 5 0.673796 16 1 0.648451 2 1 0.235438 9 3 0.227074 4 3 0.834812 15 2 0.549652 18 4 0.622388 11 2 0.479766 14 4 0.408157 10 3 0.015314 6 5 0.650661 19 5 0.665168 4 2 0.812585 2 2 0.5768 9 4 0.0482339 16 3 0.219402 4 2 0.186082 11 4 0.62458 16 2 0.809096 19 5 0.929635 18 3 0.617183 6 4 0.0429863 13 5 0.32449 14 2 0.728722 6 5 0.928237 18 5 0.335094 6 2 0.484451 13 1 0.892507 17 2 0.736715 11 3 0.0262975 7 3 0.32477 STREAMCOST 9.14274 3.4857 3.53447 4.92415 6.44556 3.69127 4.90895 3.07618 9.52931 9.70696 2.77291 1.16287 6.14342 2.45927 4.97535 6.84713 1.73165 6.1422 8.93845 3.76491 HEUR 2 72 20 32.5619 72 21 46.822 72 40 52.5091 72 41 105.766 72 42 52.8872 72 43 269.684 72 44 104.526 72 45 128.942 72 46 46.1265 72 47 42.7772 72 30 36.7465 72 31 52.6163 72 32 55.5686 72 33 36.8511 # ARGUMENTS VAR RATIO 10 TREE 73 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 13 7 11 13 11 4 13 11 10 7 VALUE 4 1 0.24398 17 3 0.478057 15 5 0.310628 19 3 0.589998 11 3 0.241435 17 5 0.321779 3 4 0.588664 2 2 0.444257 17 2 0.919075 3 1 0.795461 19 1 0.0434274 5 1 0.37792 10 3 0.0274545 13 2 0.656521 3 5 0.26868 7 5 0.0769078 18 3 0.819886 7 4 0.670057 1 2 0.689161 1 4 0.677323 12 4 0.121442 17 2 0.250386 10 5 0.476598 13 1 0.535499 7 1 0.733196 1 4 0.134779 2 4 0.042109 4 2 0.670611 16 5 0.607879 10 1 0.110995 5 1 0.586412 17 3 0.583457 12 2 0.0511932 12 3 0.841633 19 4 0.00555575 13 4 0.787244 17 4 0.793007 0 4 0.0755982 16 5 0.161788 17 2 0.64521 10 1 0.92789 17 3 0.332232 3 2 0.673565 18 2 0.483846 15 5 0.743934 4 1 0.15137 15 1 0.43357 4 5 0.932303 11 4 0.989615 4 3 0.655144 7 1 0.533935 17 2 0.125257 8 5 0.613911 0 2 0.769637 11 5 0.912956 4 2 0.0433575 0 3 0.406057 15 4 0.41329 9 2 0.980715 8 3 0.835687 11 5 0.98345 9 2 0.547696 3 1 0.96623 10 3 0.206415 0 3 0.730064 2 3 0.508642 1 3 0.222951 2 2 0.890194 3 2 0.617847 13 3 0.404927 4 3 0.134476 10 1 0.182483 7 1 0.0389452 14 1 0.624976 12 4 0.0711252 3 5 0.524978 5 3 0.234818 18 2 0.914835 0 2 0.604077 1 4 0.713032 5 5 0.21539 6 1 0.614546 14 5 0.0445648 11 2 0.577162 9 4 0.402176 4 3 0.336779 18 5 0.782665 17 2 0.276994 2 4 0.0698921 15 4 0.419059 12 2 0.98739 12 3 0.705428 8 4 0.661216 1 5 0.175081 18 2 0.129711 9 5 0.425247 4 1 0.0503882 19 1 0.539566 17 1 0.799918 11 1 0.759277 STREAMCOST 5.48362 2.24809 4.69929 8.22151 1.5477 3.92178 3.18625 5.45559 3.94464 4.38524 9.62447 7.66719 2.03888 8.27352 6.66409 9.10971 5.75116 1.65051 1.23095 8.16665 HEUR 2 73 20 38.0462 73 21 39.5177 73 40 43.0455 73 41 131.663 73 42 45.9553 73 43 287.518 73 44 122.902 73 45 206.534 73 46 49.4515 73 47 44.9423 73 30 41.5545 73 31 41.6437 73 32 41.8657 73 33 41.5676 # ARGUMENTS VAR RATIO 10 TREE 74 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 5 9 16 19 18 3 7 12 5 14 VALUE 16 5 0.713435 9 4 0.10547 14 2 0.112901 19 5 0.727482 9 2 0.0802709 5 1 0.392782 6 1 0.00675738 16 4 0.611717 1 4 0.423846 19 5 0.962196 0 4 0.525768 16 4 0.249686 16 3 0.341457 14 2 0.984995 17 5 0.00213563 9 1 0.586114 7 4 0.599951 8 1 0.0406696 0 1 0.701907 0 3 0.902829 14 3 0.152065 13 1 0.304555 9 1 0.534442 12 3 0.991754 13 1 0.442441 9 1 0.0539223 4 4 0.219929 17 4 0.669919 14 1 0.523993 17 5 0.954348 5 4 0.728365 10 2 0.909537 9 2 0.775741 17 5 0.872941 13 5 0.734395 11 4 0.181828 0 5 0.913106 10 2 0.212499 11 3 0.0574881 12 4 0.389838 1 4 0.164539 5 2 0.896012 8 4 0.933562 5 1 0.756152 4 5 0.588036 6 4 0.640911 2 5 0.296137 11 4 0.274581 6 4 0.699658 11 1 0.984947 1 1 0.937498 7 5 0.215751 10 2 0.484734 11 1 0.0983656 4 3 0.599084 3 4 0.749042 10 2 0.126112 0 4 0.0333012 8 4 0.932856 3 1 0.96461 16 1 0.412333 10 4 0.717716 0 1 0.792191 17 4 0.43673 10 5 0.858609 4 5 0.610976 0 5 0.84959 18 5 0.187111 9 5 0.280661 18 3 0.737633 8 3 0.020373 2 3 0.875928 13 4 0.361086 10 4 0.992076 4 4 0.352547 15 4 0.954116 17 5 0.134917 9 2 0.211878 13 2 0.80489 13 2 0.705862 14 4 0.978675 9 5 0.387575 17 4 0.349806 0 4 0.0178722 18 5 0.732893 14 2 0.858075 3 2 0.574943 17 3 0.303995 4 5 0.601798 17 1 0.274263 19 4 0.579893 7 1 0.0434344 2 5 0.553283 18 5 0.954225 0 4 0.59281 4 3 0.667243 0 5 0.638678 19 1 0.199849 13 5 0.910982 3 5 0.507988 5 5 0.661506 2 2 0.0379799 5 5 0.0586697 3 2 0.551358 13 5 0.0644364 11 4 0.868981 2 4 0.24931 14 1 0.102758 STREAMCOST 3.71403 8.26765 6.90016 5.82188 6.3134 1.78835 9.04681 1.45464 8.51161 8.70453 7.58658 9.28996 9.06716 3.24061 4.44127 4.58884 1.82838 8.06763 1.66341 4.29954 HEUR 2 74 20 73.9788 74 21 78.9719 74 40 91.4243 74 41 226.845 74 42 101.238 74 43 419.866 74 44 167.725 74 45 217.702 74 46 139.4 74 47 135.67 74 30 78.8553 74 31 79.7591 74 32 81.6153 74 33 78.8553 # ARGUMENTS VAR RATIO 10 TREE 75 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 12 15 2 16 18 7 19 8 14 11 VALUE 10 3 0.187849 18 4 0.199887 7 1 0.933582 10 4 0.613083 13 3 0.931574 14 4 0.611901 4 3 0.255834 6 2 0.392954 1 4 0.184 9 4 0.122767 19 2 0.14317 11 2 0.182934 5 3 0.747058 3 5 0.500945 15 3 0.695143 19 5 0.406455 1 5 0.210065 13 4 0.395983 15 5 0.638342 6 1 0.734674 5 5 0.0851882 16 5 0.61592 19 3 0.728413 13 1 0.610976 15 2 0.891807 5 2 0.808879 18 3 0.407572 9 3 0.342907 3 3 0.98566 0 2 0.75362 3 4 0.011495 10 5 0.334921 10 3 0.468129 9 4 0.278448 5 4 0.108364 14 5 0.526183 18 1 0.601796 11 4 0.647174 9 1 0.732043 12 5 0.969298 10 1 0.803713 2 3 0.812291 15 4 0.595177 0 3 0.745639 9 1 0.474805 12 3 0.200929 15 2 0.117061 13 1 0.327057 6 2 0.128889 19 4 0.49052 11 1 0.290146 6 3 0.0495003 16 2 0.581027 6 1 0.133675 8 4 0.191629 6 4 0.890406 19 4 0.566011 15 4 0.612631 7 1 0.254173 9 1 0.664568 2 3 0.649679 18 3 0.182712 1 4 0.0147558 4 3 0.3132 10 1 0.641007 19 2 0.220897 18 5 0.503333 11 2 0.0816724 8 1 0.120735 5 1 0.194687 18 5 0.000245015 6 2 0.390693 9 1 0.711145 16 1 0.228899 17 3 0.301386 8 3 0.577156 12 1 0.0495479 17 3 0.602776 18 2 0.0771624 17 2 0.224819 13 2 0.234045 5 3 0.37002 14 5 0.199504 10 3 0.646951 15 5 0.985915 11 4 0.054295 16 2 0.844128 15 4 0.716256 11 5 0.970522 14 3 0.390459 17 1 0.387423 9 4 0.287236 15 3 0.705703 9 1 0.709444 4 5 0.356189 6 5 0.475093 13 2 0.117023 9 4 0.813531 18 3 0.699004 17 3 0.822335 9 2 0.385196 3 1 0.015707 17 5 0.175742 18 2 0.715301 8 2 0.521335 2 4 0.705003 13 4 0.783436 18 1 0.280824 10 2 0.219885 2 1 0.870741 13 3 0.114091 0 4 0.651368 18 3 0.926699 0 4 0.859274 8 1 0.467209 6 1 0.686134 19 2 0.968783 6 3 0.72119 13 1 0.87707 5 2 0.399379 13 2 0.471325 19 3 0.0196057 STREAMCOST 1.7218 8.87443 8.28249 9.8666 7.85019 9.05783 4.72571 6.90001 3.43303 8.99974 4.80077 3.58653 8.0335 1.82344 1.72238 7.21788 8.61427 4.4549 2.95847 3.37904 HEUR 2 75 20 56.0577 75 21 70.7433 75 40 71.8336 75 41 136.704 75 42 85.6511 75 43 335.599 75 44 195.014 75 45 199.338 75 46 90.6635 75 47 86.3491 75 30 59.3747 75 31 70.6011 75 32 70.6124 75 33 59.3747 # ARGUMENTS VAR RATIO 10 TREE 76 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 7 11 17 1 7 15 4 8 3 18 VALUE 19 3 0.865047 14 5 0.458091 1 1 0.760739 3 5 0.0307982 3 1 0.656306 5 2 0.0568328 16 4 0.918751 13 1 0.734757 16 1 0.442838 10 5 0.898071 14 5 0.562579 14 4 0.214158 9 5 0.902248 14 4 0.0542329 17 2 0.815695 17 5 0.591824 9 2 0.283658 17 5 0.906991 2 1 0.0780188 12 4 0.961345 10 4 0.968449 19 5 0.170658 17 4 0.898872 17 1 0.55761 10 1 0.0378252 4 4 0.294065 11 1 0.792808 11 3 0.177161 5 2 0.198821 12 2 0.951217 14 2 0.527036 10 1 0.772008 2 3 0.281945 19 2 0.121513 17 5 0.901702 19 5 0.375623 2 4 0.648363 17 4 0.728452 14 2 0.0455549 8 3 0.536262 13 3 0.423509 13 5 0.999483 6 2 0.799888 12 1 0.160044 8 1 0.00891672 9 2 0.608184 4 1 0.357994 6 1 0.75183 7 3 0.885672 13 5 0.607748 2 4 0.110301 8 1 0.425043 9 5 0.294243 6 5 0.397004 1 5 0.286384 18 3 0.772775 3 2 0.089059 2 2 0.733182 3 4 0.77644 14 4 0.506666 11 3 0.164804 18 1 0.0558407 2 5 0.343469 7 4 0.869272 3 3 0.354569 6 1 0.84963 19 2 0.685532 8 4 0.230784 0 3 0.00604344 12 3 0.571483 17 5 0.702639 18 1 0.979168 5 2 0.707224 5 1 0.956006 9 5 0.931835 6 3 0.900763 0 3 0.119554 9 5 0.699851 17 5 0.908644 11 2 0.868183 4 3 0.392789 1 4 0.842797 14 3 0.76927 1 2 0.65878 8 4 0.287151 13 5 0.326329 13 4 0.61068 1 1 0.182709 2 4 0.329007 9 2 0.199957 12 5 0.315159 STREAMCOST 3.91086 2.19602 6.65257 2.93232 6.26726 9.82445 8.42154 2.27997 6.06364 9.86823 7.58467 7.05352 2.40599 3.3114 5.96957 5.00378 2.09382 3.53026 5.90333 5.37058 HEUR 2 76 20 61.0648 76 21 103.86 76 40 107.618 76 41 165.542 76 42 106.475 76 43 296.121 76 44 119.98 76 45 169.824 76 46 172.877 76 47 165.235 76 30 67.8824 76 31 107.991 76 32 108.047 76 33 67.8748 # ARGUMENTS VAR RATIO 10 TREE 77 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 19 1 13 8 16 1 3 17 2 7 VALUE 15 5 0.326151 15 3 0.692414 4 3 0.545423 17 3 0.424082 14 1 0.83668 15 3 0.92346 5 4 0.281018 19 4 0.0609803 8 4 0.057316 6 4 0.860189 9 5 0.175775 19 1 0.663448 5 3 0.0667991 12 4 0.922193 1 1 0.431908 6 2 0.932598 3 5 0.54671 13 3 0.345204 0 1 0.822893 10 2 0.0087304 3 1 0.64437 9 1 0.263553 7 3 0.385704 13 3 0.939304 19 2 0.729394 14 2 0.131155 17 2 0.783274 6 2 0.549147 6 1 0.129451 8 3 0.260351 18 5 0.367043 10 3 0.0247588 18 2 0.947294 16 2 0.248328 14 4 0.0499764 10 1 0.229737 10 5 0.589072 9 2 0.540421 2 2 0.257638 16 5 0.0236792 13 1 0.998633 3 2 0.634664 9 1 0.867622 9 4 0.389655 6 4 0.541978 9 1 0.422903 16 3 0.220932 12 3 0.244059 10 5 0.277089 4 5 0.337804 8 2 0.949015 8 4 0.139431 9 2 0.0119215 16 1 0.501181 16 1 0.404637 1 1 0.971339 5 1 0.281151 19 5 0.986894 17 2 0.202289 2 1 0.728587 11 2 0.745377 13 4 0.498616 18 4 0.938578 16 3 0.154783 17 5 0.312478 14 4 0.785883 4 5 0.288344 15 2 0.708678 4 1 0.0144745 13 4 0.781594 17 3 0.259141 9 5 0.788635 8 5 0.160391 5 1 0.145559 8 5 0.735996 5 3 0.273286 14 1 0.926181 18 3 0.243063 7 3 0.359242 18 5 0.17859 0 2 0.23499 15 1 0.0695188 11 3 0.294889 7 4 0.68457 1 4 0.0268196 14 4 0.438878 15 5 0.378269 STREAMCOST 8.37606 3.2259 9.16905 3.36504 2.81006 5.48572 9.34197 3.73769 2.97457 7.46775 2.18412 6.49595 6.04643 1.58206 7.0258 2.33213 1.79882 9.73219 3.4327 5.2437 HEUR 2 77 20 26.8863 77 21 83.4296 77 40 83.7701 77 41 113.937 77 42 95.3096 77 43 31.0013 77 44 122.45 77 45 96.4396 77 46 83.7466 77 47 72.2714 77 30 26.9754 77 31 83.3835 77 32 83.4624 77 33 26.9754 # ARGUMENTS VAR RATIO 10 TREE 78 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 1 18 14 12 16 12 17 7 20 16 VALUE 8 5 0.831235 11 2 0.751553 1 3 0.487432 8 4 0.951832 18 4 0.738734 13 2 0.476287 10 5 0.664084 18 2 0.450284 17 5 0.883069 13 3 0.205147 4 4 0.933401 9 2 0.90475 3 1 0.321827 17 2 0.877715 17 5 0.0109209 18 2 0.648959 16 3 0.570484 18 4 0.43932 19 4 0.411386 11 1 0.056091 1 3 0.113929 5 5 0.757836 13 1 0.0822902 14 1 0.300945 5 5 0.3686 12 2 0.846101 17 4 0.761663 2 2 0.178158 1 5 0.779854 11 4 0.458886 11 3 0.739643 6 3 0.172787 17 4 0.269805 3 3 0.28754 2 3 0.409035 11 5 0.266307 10 4 0.707477 12 4 0.71145 10 5 0.600547 14 1 0.751843 9 5 0.829935 8 2 0.290121 14 3 0.3022 17 2 0.42267 18 4 0.939998 0 3 0.418699 2 5 0.893077 10 3 0.944955 12 1 0.967964 4 3 0.620844 12 5 0.553699 4 5 0.664989 6 4 0.0135617 17 2 0.582047 9 1 0.420761 7 1 0.884541 0 2 0.569456 6 1 0.627986 5 2 0.368612 4 2 0.823032 10 5 0.0633558 14 1 0.549598 15 1 0.775235 11 2 0.68281 19 2 0.631728 4 4 0.141241 10 4 0.0815784 18 3 0.825191 13 2 0.445755 1 1 0.477812 14 4 0.718197 8 2 0.556698 1 3 0.322518 5 5 0.675414 9 5 0.258956 0 2 0.117266 7 3 0.645514 13 4 0.961033 3 2 0.121676 14 1 0.246552 17 2 0.476944 1 3 0.517443 8 4 0.602378 11 5 0.355401 15 4 0.584481 7 2 0.424876 16 3 0.271122 13 5 0.766568 3 4 0.280996 12 4 0.790632 13 1 0.613598 14 2 0.880748 0 3 0.440217 2 2 0.864711 2 1 0.902806 14 5 0.465229 19 3 0.943118 10 5 0.913453 4 2 0.657755 5 5 0.751442 19 2 0.40875 15 1 0.73043 4 4 0.355992 16 2 0.541476 17 5 0.742339 19 1 0.181575 6 1 0.862996 18 4 0.56694 5 1 0.375078 8 1 0.184984 5 5 0.475939 17 1 0.0908694 18 5 0.830629 2 2 0.665164 6 3 0.131266 12 5 0.289848 8 1 0.394182 3 4 0.899026 0 1 0.438025 5 5 0.828513 17 5 0.830107 15 2 0.644906 10 3 0.937984 7 2 0.99152 10 5 0.205813 8 5 0.085024 6 3 0.64277 7 5 0.450315 12 1 0.331654 12 1 0.926769 0 5 0.979546 10 3 0.490525 10 2 0.482588 STREAMCOST 5.22859 5.27869 9.43018 4.69126 1.19872 8.5939 9.88086 8.2021 2.55851 2.94961 4.36175 9.23027 7.28354 8.9461 4.94983 7.82537 7.44442 7.02532 8.81213 9.55454 HEUR 2 78 20 21.5949 78 21 42.1526 78 40 77.8667 78 41 95.8015 78 42 67.9492 78 43 336.255 78 44 187.574 78 45 55.8364 78 46 36.6411 78 47 34.7949 78 30 23.2549 78 31 61.5122 78 32 76.3734 78 33 23.2549 # ARGUMENTS VAR RATIO 10 TREE 79 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 11 8 10 10 11 17 3 9 17 18 VALUE 6 1 0.779174 12 5 0.0610898 0 1 0.22758 1 4 0.998237 16 2 0.793325 18 3 0.456245 11 5 0.514931 0 2 0.888374 3 2 0.341006 13 2 0.8324 4 5 0.407668 11 3 0.298726 0 1 0.963144 16 5 0.66407 15 1 0.752144 12 5 0.657349 19 1 0.0850693 4 3 0.906904 15 5 0.310338 4 4 0.939182 3 4 0.854201 12 3 0.0740994 12 2 0.27904 7 4 0.824896 7 5 0.212803 11 1 0.0519247 8 4 0.924134 13 4 0.509204 6 5 0.00458459 5 4 0.539646 12 3 0.400046 15 1 0.210544 11 5 0.223791 13 5 0.0253136 15 2 0.732907 15 5 0.382176 11 2 0.655369 9 1 0.387776 16 2 0.785343 1 5 0.622115 9 5 0.726665 12 4 0.0608957 13 4 0.0530045 16 4 0.880968 6 5 0.936824 16 1 0.0757745 18 1 0.215232 3 3 0.833256 9 1 0.654379 12 4 0.829095 16 2 0.274361 4 3 0.349938 14 5 0.247362 17 4 0.0409108 16 5 0.696652 16 4 0.531786 17 2 0.476188 3 1 0.46349 9 5 0.00503471 19 4 0.791778 7 5 0.02709 0 2 0.961145 14 5 0.617572 3 4 0.679342 4 3 0.946394 6 3 0.951179 7 3 0.620882 5 4 0.835408 12 1 0.600376 5 4 0.851217 19 5 0.287512 18 3 0.964567 16 3 0.26327 18 2 0.46972 10 2 0.493522 13 1 0.292299 16 3 0.486755 15 5 0.372796 4 1 0.452608 2 5 0.391431 10 5 0.666786 10 3 0.944923 15 2 0.53507 18 1 0.111834 16 3 0.611118 16 1 0.221756 7 3 0.1185 3 2 0.114386 2 1 0.0534039 9 5 0.939347 12 3 0.986723 4 5 0.354032 18 2 0.93139 0 2 0.204097 14 3 0.248705 13 1 0.976071 0 4 0.953852 4 4 0.795344 19 3 0.511517 12 1 0.589068 17 1 0.590333 0 4 0.998537 13 4 0.169283 19 2 0.496224 17 1 0.234467 10 1 0.225444 13 3 0.879039 17 3 0.768368 4 3 0.745232 1 1 0.74997 13 4 0.294214 5 3 0.599177 1 1 0.438847 9 1 0.494821 STREAMCOST 1.03822 8.3943 5.62261 9.4391 7.50171 1.21444 2.38211 2.81947 4.2272 5.87657 1.0408 7.18825 1.20895 7.6484 1.09179 8.27912 1.68949 6.47994 8.48527 6.05635 HEUR 2 79 20 18.6567 79 21 21.9268 79 40 29.7095 79 41 61.2123 79 42 24.1292 79 43 320.684 79 44 117.715 79 45 218.853 79 46 36.271 79 47 34.5861 79 30 19.5105 79 31 23.0232 79 32 30.9209 79 33 19.5104 # ARGUMENTS VAR RATIO 10 TREE 80 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 11 14 14 11 6 4 14 16 19 18 VALUE 13 4 0.211653 19 2 0.640696 5 5 0.120506 6 5 0.76273 1 2 0.2846 15 3 0.64676 16 2 0.200124 17 5 0.469758 7 4 0.809641 17 1 0.916612 13 4 0.290524 10 2 0.0541835 8 4 0.486396 11 5 0.183588 14 1 0.975617 4 3 0.47525 10 1 0.445059 5 5 0.0323481 12 4 0.529323 10 1 0.682772 9 4 0.234636 11 3 0.173982 2 4 0.150861 12 5 0.141765 19 2 0.0767872 10 5 0.221768 1 4 0.714823 8 3 0.118411 3 1 0.714947 15 2 0.718685 17 5 0.426891 1 5 0.340571 0 4 0.737853 5 4 0.442641 19 2 0.622531 1 5 0.201663 5 4 0.8264 14 5 0.304129 13 3 0.575297 15 5 0.257521 18 5 0.00538354 8 3 0.11096 0 5 0.210554 6 4 0.799128 2 1 0.697372 11 2 0.985008 11 2 0.902883 3 3 0.962605 18 4 0.555487 16 5 0.976526 9 4 0.195726 3 2 0.401141 11 5 0.873561 6 5 0.360117 4 3 0.782382 6 2 0.766514 15 3 0.368136 13 1 0.541112 16 5 0.130965 6 3 0.956112 3 5 0.759038 8 4 0.124335 16 4 0.658889 10 2 0.677903 13 3 0.759985 0 1 0.391712 1 3 0.216311 2 5 0.704578 3 3 0.0854586 11 1 0.151491 6 1 0.401153 14 3 0.733917 13 1 0.877254 4 1 0.44051 15 1 0.719997 18 2 0.948797 15 2 0.228376 1 1 0.331415 2 3 0.114617 19 2 0.909896 13 5 0.200897 7 2 0.317321 5 3 0.379387 9 5 0.211373 2 3 0.980207 19 3 0.154281 1 5 0.481035 14 3 0.940028 12 3 0.617262 12 3 0.578414 12 3 0.599614 16 5 0.954505 16 2 0.737921 13 1 0.453301 10 1 0.489984 5 4 0.399015 4 5 0.452986 12 3 0.176183 19 2 0.349504 18 4 0.538878 4 2 0.703987 1 1 0.7829 19 5 0.72536 6 1 0.687522 11 1 0.176883 7 2 0.226688 2 1 0.987846 19 4 0.11665 2 3 0.65179 9 3 0.302144 3 3 0.158619 10 1 0.0817343 0 3 0.49229 11 1 0.144197 11 3 0.11159 3 4 0.958668 3 3 0.471773 8 5 0.0329502 12 4 0.464942 2 3 0.263379 2 3 0.646076 18 3 0.496461 11 1 0.510352 9 3 0.195481 16 2 0.952124 1 5 0.355593 16 5 0.76257 STREAMCOST 8.92275 8.97295 6.39617 1.12347 8.88673 4.57683 2.17769 7.86537 5.37499 6.02111 6.316 9.36263 6.37386 2.67759 9.26939 5.79257 8.49536 6.38518 2.89466 7.51408 HEUR 2 80 20 74.3524 80 21 75.8102 80 40 94.1175 80 41 184.702 80 42 98.6926 80 43 397.788 80 44 199.725 80 45 199.397 80 46 96.04 80 47 92.2204 80 30 84.8743 80 31 86.2921 80 32 86.9951 80 33 84.9885 # ARGUMENTS VAR RATIO 10 TREE 81 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 8 10 7 17 19 14 19 19 17 3 VALUE 1 1 0.24821 9 3 0.10928 1 5 0.785151 4 2 0.606396 8 1 0.768317 4 3 0.996265 4 3 0.545007 9 1 0.0957318 8 4 0.465405 16 4 0.394309 19 5 0.624822 9 3 0.937599 17 4 0.325636 13 5 0.461019 14 2 0.922267 0 5 0.813248 14 1 0.331006 19 2 0.41591 2 3 0.185404 15 1 0.0117848 11 5 0.256727 1 2 0.222116 1 1 0.714929 9 2 0.88123 10 2 0.215668 0 2 0.195446 6 4 0.157163 1 5 0.661478 5 5 0.442595 3 5 0.557804 19 5 0.339039 7 4 0.0131597 14 4 0.0220255 5 2 0.264035 17 3 0.75555 1 1 0.575943 14 1 0.0870377 18 1 0.874216 14 2 0.435085 8 1 0.256277 5 4 0.440269 14 1 0.136338 5 2 0.293331 0 3 0.757195 14 5 0.952373 13 2 0.254182 19 2 0.661504 2 3 0.503859 8 2 0.0408397 18 4 0.163922 2 2 0.943705 14 3 0.456392 18 1 0.0830621 14 5 0.833754 4 2 0.291738 7 1 0.472298 5 4 0.155695 8 2 0.726152 2 4 0.215609 17 4 0.598066 11 5 0.602502 2 4 0.950926 0 5 0.452221 5 5 0.64803 10 4 0.476131 12 4 0.854026 11 1 0.544614 17 3 0.0440725 8 5 0.963557 10 5 0.130532 2 5 0.283404 3 1 0.375452 17 2 0.684878 7 3 0.8376 14 5 0.232449 18 1 0.324481 3 3 0.833114 9 1 0.950659 10 1 0.0724903 3 2 0.139777 7 4 0.196208 16 3 0.735083 4 2 0.0284996 19 4 0.253846 10 1 0.596028 2 1 0.958935 13 3 0.295311 7 2 0.936474 0 2 0.120253 11 4 0.809833 2 5 0.5262 6 3 0.830638 17 5 0.523423 3 3 0.00339273 7 2 0.388156 10 5 0.0182867 19 5 0.869016 1 4 0.203637 3 2 0.839013 14 3 0.430444 19 3 0.522191 15 3 0.494552 11 1 0.360312 10 2 0.408512 10 2 0.0968296 12 4 0.515843 0 2 0.651867 17 1 0.190275 7 4 0.28169 8 4 0.494187 0 4 0.995696 2 4 0.24712 18 4 0.0549291 15 3 0.996473 4 2 0.949399 1 3 0.66355 3 2 0.310429 13 5 0.256136 3 2 0.543248 8 3 0.186037 17 4 0.702653 0 5 0.252266 4 5 0.145108 13 1 0.865325 13 3 0.306796 7 5 0.901884 5 1 0.649375 2 3 0.683717 1 2 0.826157 8 4 0.859456 14 4 0.568012 5 1 0.341729 11 2 0.933684 STREAMCOST 2.13532 4.09856 4.67605 2.28203 7.51349 2.71984 8.67958 3.60763 7.10922 8.62555 1.54754 3.80197 9.61786 6.30685 5.97512 4.65446 3.60004 8.98306 2.16533 7.6129 HEUR 2 81 20 40.9521 81 21 49.0138 81 40 51.3958 81 41 106.57 81 42 56.3587 81 43 374.007 81 44 150.689 81 45 204.14 81 46 100.277 81 47 77.3829 81 30 44.9955 81 31 49.6206 81 32 51.3427 81 33 44.9955 # ARGUMENTS VAR RATIO 10 TREE 82 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 6 2 13 8 13 16 16 16 10 14 VALUE 19 5 0.997434 1 5 0.496798 4 4 0.13405 12 4 0.562784 11 4 0.64478 18 5 0.408151 6 2 0.808519 13 4 0.354424 10 1 0.0695088 3 1 0.0556911 17 5 0.588034 11 1 0.286732 6 2 0.366343 19 1 0.179185 8 3 0.0535427 12 4 0.609701 0 4 0.384491 6 5 0.800214 17 2 0.329789 2 1 0.84898 3 1 0.164599 15 5 0.538211 19 4 0.0929058 2 2 0.937936 2 1 0.720805 10 1 0.451506 0 2 0.154023 10 5 0.993074 12 1 0.0966298 14 1 0.531497 0 4 0.464272 11 1 0.693492 18 1 0.274778 12 3 0.347661 17 4 0.159047 18 5 0.692643 8 5 0.232133 1 1 0.733921 6 5 0.727362 12 1 0.450929 6 2 0.283496 7 5 0.805352 11 5 0.95245 0 2 0.991375 6 2 0.291022 9 2 0.409046 19 1 0.453007 0 1 0.3372 3 2 0.584494 13 2 0.341097 15 1 0.276538 6 4 0.538688 0 4 0.323951 14 2 0.171612 19 2 0.753662 16 2 0.891999 4 4 0.884261 13 2 0.1563 8 2 0.802329 0 4 0.7904 18 4 0.691872 4 5 0.886285 15 3 0.616848 11 5 0.16442 15 4 0.56669 5 3 0.39531 3 1 0.360846 3 1 0.394177 15 3 0.298064 7 2 0.533072 3 4 0.389956 5 5 0.889821 16 2 0.819254 7 1 0.270941 16 5 0.343549 7 1 0.795193 2 2 0.523581 9 5 0.197783 1 1 0.158357 19 3 0.190167 0 2 0.528182 13 4 0.874595 15 3 0.98576 17 3 0.980569 14 3 0.526544 7 5 0.941416 5 2 0.772314 16 5 0.212623 1 4 0.0194072 11 5 0.793063 8 5 0.377998 19 5 0.267249 15 4 0.174516 16 4 0.751541 5 5 0.520333 14 1 0.665794 12 3 0.521134 5 3 0.888288 6 3 0.662881 19 2 0.64152 5 1 0.893579 2 4 0.799165 10 2 0.339642 16 3 0.11404 2 3 0.382124 12 4 0.634475 16 2 0.258888 9 4 0.270784 13 5 0.816348 1 3 0.251326 12 2 0.540878 14 4 0.989688 19 3 0.684198 5 1 0.61771 STREAMCOST 2.45533 8.92345 7.74474 3.4359 9.53725 1.10087 8.21173 3.65384 9.36665 8.1141 6.23809 8.6956 3.10175 5.9168 9.60609 9.14285 4.40941 5.45745 3.0647 6.64495 HEUR 2 82 20 74.8602 82 21 95.0617 82 40 104.835 82 41 166.834 82 42 113.369 82 43 459.027 82 44 286.067 82 45 310.343 82 46 130.223 82 47 125.952 82 30 79.4932 82 31 92.4287 82 32 99.4547 82 33 79.4944 # ARGUMENTS VAR RATIO 10 TREE 83 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 6 12 14 17 14 19 16 6 17 2 VALUE 7 2 0.386736 4 4 0.604043 5 1 0.294077 0 3 0.473151 0 5 0.387084 5 5 0.353193 10 1 0.127524 7 3 0.660281 16 2 0.34465 8 5 0.694759 3 2 0.0273369 3 2 0.623145 14 5 0.26922 1 3 0.509474 12 2 0.212563 0 4 0.947478 6 2 0.32489 14 2 0.408561 19 5 0.114718 2 2 0.598284 19 3 0.997118 14 1 0.382344 2 2 0.710431 6 4 0.682334 12 3 0.499879 4 5 0.00296687 14 5 0.896492 18 3 0.662782 15 4 0.622928 19 2 0.931865 17 4 0.355178 5 3 0.717895 1 4 0.307288 12 3 0.773905 7 3 0.483456 5 1 0.775744 4 5 0.897009 6 4 0.199331 15 2 0.56204 10 5 0.0111131 0 3 0.334859 11 1 0.582474 11 2 0.198427 14 1 0.620744 16 5 0.145313 15 5 0.746839 17 4 0.520404 18 5 0.517631 10 1 0.0278316 6 2 0.331106 9 3 0.131646 19 3 0.802556 19 2 0.502595 2 1 0.495161 5 2 0.96904 3 1 0.586791 12 4 0.619138 12 4 0.0940501 18 2 0.243721 14 3 0.196086 16 3 0.742292 13 1 0.604491 12 5 0.107029 16 3 0.831148 8 1 0.344118 6 4 0.0242558 16 1 0.726188 10 3 0.733175 13 2 0.540667 2 1 0.525138 9 5 0.649448 7 4 0.484741 2 4 0.831972 0 3 0.702937 12 1 0.276216 9 3 0.17571 2 3 0.932204 8 4 0.949461 19 2 0.159647 5 3 0.824335 18 4 0.304102 14 3 0.226951 11 1 0.856546 4 3 0.315196 19 3 0.206421 1 1 0.478974 3 4 0.150352 7 2 0.530242 16 5 0.601769 6 1 0.953256 12 1 0.994042 4 4 0.3594 10 5 0.240105 5 4 0.081379 1 3 0.767258 9 4 0.367272 13 3 0.405576 16 5 0.136247 7 5 0.155094 18 3 0.250702 14 3 0.898085 2 1 0.581432 2 5 0.191278 7 5 0.314353 15 3 0.308699 4 2 0.326576 14 5 0.301032 1 4 0.470401 16 5 0.797227 8 3 0.693481 6 1 0.0210024 14 4 0.214185 0 3 0.710183 9 4 0.641477 12 4 0.95473 17 5 0.667735 10 4 0.25299 13 2 0.296111 3 3 0.20454 5 5 0.818007 1 5 0.358044 12 4 0.0959664 6 4 0.703855 STREAMCOST 8.07204 8.01511 6.76247 5.58724 4.4347 4.78971 7.5397 5.0524 2.65717 6.45517 8.98197 3.74021 8.68675 9.03744 8.52148 5.92258 2.03692 3.1296 8.11272 7.94388 HEUR 2 83 20 93.6156 83 21 119.073 83 40 129.396 83 41 212.54 83 42 151.092 83 43 377.315 83 44 199.559 83 45 230.071 83 46 147.367 83 47 143.209 83 30 120.799 83 31 126.294 83 32 126.486 83 33 120.799 # ARGUMENTS VAR RATIO 10 TREE 84 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 1 12 8 10 5 7 13 8 20 15 VALUE 2 2 0.173589 2 2 0.929543 8 4 0.131019 3 2 0.93135 9 4 0.967004 1 2 0.760965 13 1 0.535613 4 5 0.514101 17 3 0.940533 12 1 0.396799 12 3 0.178591 17 1 0.374445 19 3 0.356274 15 5 0.5845 12 4 0.209624 11 5 0.990964 2 4 0.553223 17 2 0.236337 6 2 0.330998 14 1 0.0921273 16 2 0.161117 2 3 0.804649 6 4 0.194842 1 1 0.436234 13 3 0.994619 2 2 0.119316 11 1 0.120308 14 1 0.132988 3 2 0.433014 7 2 0.227262 1 4 0.624837 7 3 0.148835 8 3 0.451535 3 3 0.415209 18 2 0.264414 19 1 0.451837 13 1 0.807343 14 4 0.0589193 10 2 0.832364 3 2 0.946785 3 1 0.0172845 16 5 0.573776 16 4 0.960795 17 1 0.598972 5 5 0.22732 7 1 0.126357 6 3 0.439815 4 1 0.0039831 10 1 0.282802 19 5 0.457987 9 4 0.260039 5 2 0.142344 0 3 0.282681 2 2 0.912535 18 5 0.722932 13 5 0.470384 11 5 0.123286 9 3 0.498193 10 1 0.482684 6 4 0.648077 10 5 0.438111 6 4 0.783183 6 4 0.323771 11 5 0.382757 7 2 0.908359 8 1 0.347324 15 2 0.87867 3 3 0.0987695 17 1 0.475961 16 1 0.572036 18 4 0.922607 5 2 0.616255 12 2 0.372343 15 4 0.360675 12 5 0.0784313 0 3 0.221876 19 5 0.409723 10 2 0.964372 6 2 0.529747 17 3 0.873577 9 4 0.20702 17 3 0.983071 4 5 0.145304 11 4 0.424408 3 5 0.282454 8 3 0.666151 19 2 0.185868 13 3 0.679035 11 5 0.0871452 16 1 0.147538 0 3 0.621221 9 1 0.358005 8 5 0.989098 10 2 0.464674 7 5 0.936564 18 4 0.533726 5 4 0.116557 4 3 0.576494 17 2 0.456619 STREAMCOST 7.79372 4.52052 1.44968 1.89693 3.848 9.83716 1.11433 8.15999 7.4899 4.59103 6.2535 5.80641 4.84285 3.97282 6.85771 4.63781 9.58809 4.69088 5.29088 9.3284 HEUR 2 84 20 34.2016 84 21 36.6906 84 40 39.7361 84 41 92.9452 84 42 39.0515 84 43 349.081 84 44 132.338 84 45 172.03 84 46 49.7777 84 47 44.6968 84 30 39.1089 84 31 39.6027 84 32 46.829 84 33 39.1106 # ARGUMENTS VAR RATIO 10 TREE 85 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 13 19 11 11 6 1 14 15 6 13 VALUE 10 4 0.37325 7 2 0.828435 14 5 0.648639 3 5 0.251301 4 4 0.405553 3 5 0.253949 4 1 0.213787 13 2 0.985435 9 2 0.337571 11 1 0.0147652 7 3 0.689142 2 5 0.13392 6 1 0.719189 8 3 0.182406 7 1 0.182961 13 3 0.274615 0 1 0.598592 6 4 0.441258 4 1 0.626273 10 3 0.846278 12 4 0.23958 11 2 0.627623 5 3 0.0937653 9 3 0.416742 17 5 0.419632 13 2 0.655714 19 4 0.100369 4 1 0.121185 12 5 0.978161 3 4 0.851658 12 5 0.311778 18 5 0.655202 1 2 0.864826 8 4 0.968318 13 5 0.9545 0 5 0.740125 10 2 0.681698 17 1 0.211262 16 1 0.089684 12 5 0.27306 17 3 0.609435 8 1 0.226836 7 1 0.221662 3 4 0.0818698 10 3 0.368499 18 1 0.515261 10 4 0.112478 6 3 0.67996 8 4 0.558805 19 4 0.0193448 19 2 0.924069 2 1 0.465166 2 4 0.40916 6 5 0.972912 6 1 0.873611 10 1 0.056239 9 3 0.831371 12 2 0.808555 18 5 0.247179 18 1 0.0684858 0 3 0.882167 2 1 0.440702 14 4 0.57645 9 2 0.39339 15 1 0.438337 10 4 0.44912 7 4 0.316852 11 1 0.641107 5 5 0.78502 1 3 0.460523 7 5 0.250038 11 3 0.272352 11 2 0.603627 15 1 0.157844 15 3 0.0296884 12 5 0.28814 5 2 0.560668 16 1 0.378743 6 3 0.350991 1 1 0.336775 12 2 0.661636 18 2 0.0251519 5 5 0.012735 10 3 0.290918 3 2 0.618956 1 1 0.209055 4 4 0.828483 14 2 0.711919 5 4 0.440758 12 1 0.895095 9 4 0.52921 19 4 0.851575 3 1 0.602514 4 1 0.172138 12 4 0.560915 16 1 0.845964 7 2 0.852141 1 5 0.107739 0 3 0.421298 19 5 0.745778 10 4 0.390627 0 5 0.781456 2 5 0.849252 8 2 0.206668 16 1 0.244523 6 2 0.908617 4 5 0.454665 16 3 0.898936 5 4 0.613077 STREAMCOST 3.91096 6.641 3.66958 2.81866 8.88887 2.73905 2.79748 7.65922 9.99528 1.12109 8.79772 8.56054 8.85418 9.11296 7.61785 7.63599 7.80821 3.97807 4.45119 2.78564 HEUR 2 85 20 16.3499 85 21 61.8479 85 40 63.6974 85 41 57.4549 85 42 65.9389 85 43 206.47 85 44 134.755 85 45 194.333 85 46 115.354 85 47 111.388 85 30 17.8642 85 31 56.7053 85 32 64.2633 85 33 17.8642 # ARGUMENTS VAR RATIO 10 TREE 86 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 5 20 5 19 4 3 16 15 5 16 VALUE 13 3 0.589218 14 3 0.991951 17 4 0.486753 4 2 0.921258 16 3 0.799829 11 4 0.646008 16 1 0.0572255 4 2 0.0542986 3 2 0.397926 14 5 0.7167 5 1 0.679618 5 5 0.913353 5 4 0.518298 10 3 0.74448 3 4 0.738248 1 4 0.987681 0 3 0.345989 5 4 0.308123 4 5 0.138433 14 3 0.00737746 5 3 0.997285 13 5 0.451964 15 5 0.210785 9 3 0.97427 14 1 0.948781 3 3 0.319478 16 1 0.305873 4 2 0.92807 9 2 0.765827 13 4 0.345685 12 5 0.299581 8 5 0.993431 1 3 0.328205 18 4 0.502108 4 2 0.279475 16 4 0.706828 19 5 0.110916 9 1 0.610391 17 1 0.0671235 12 4 0.54197 6 5 0.410302 3 5 0.190513 16 3 0.504544 3 5 0.927561 4 3 0.896759 16 1 0.65211 4 5 0.284465 2 4 0.816155 6 3 0.272388 17 3 0.823817 2 5 0.433442 0 1 0.466149 1 3 0.530649 17 2 0.370868 13 4 0.39812 8 1 0.380311 7 3 0.734517 8 3 0.972243 17 5 0.308103 5 4 0.321104 11 4 0.988601 3 1 0.00957857 0 5 0.12165 13 5 0.49119 1 4 0.110219 19 1 0.268485 11 5 0.710173 0 4 0.0964107 13 2 0.0952953 5 4 0.970762 19 3 0.618723 16 3 0.043897 16 1 0.346125 9 4 0.0481714 17 3 0.288858 3 5 0.344558 12 1 0.0542458 15 1 0.0736403 15 1 0.513479 17 4 0.788958 17 1 0.0712709 10 2 0.525599 0 4 0.921919 7 4 0.212359 12 3 0.816643 12 2 0.59062 7 4 0.355062 9 5 0.872576 1 2 0.956832 4 3 0.23711 3 4 0.703926 3 1 0.460004 15 1 0.870093 12 4 0.848018 3 4 0.782024 19 2 0.677841 4 5 0.609961 6 3 0.426883 8 5 0.521684 16 5 0.993328 18 2 0.286002 5 5 0.0436971 8 2 0.956588 10 3 0.690685 10 4 0.54986 18 4 0.0135904 12 1 0.208705 9 2 0.760476 STREAMCOST 8.27861 8.29306 3.84716 7.86642 6.63255 2.18666 7.01776 9.65528 5.80466 6.68245 4.76228 4.47094 1.51193 5.37584 3.24012 7.80516 9.20253 1.51428 2.71228 8.38082 HEUR 2 86 20 71.5818 86 21 83.3703 86 40 93.4411 86 41 179.061 86 42 105.08 86 43 393.02 86 44 145.888 86 45 207.253 86 46 120.116 86 47 110.935 86 30 77.2875 86 31 88.3951 86 32 89.0592 86 33 78.589 # ARGUMENTS VAR RATIO 10 TREE 87 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 14 19 20 6 20 12 2 12 5 13 VALUE 17 5 0.547453 0 4 0.731705 18 3 0.617039 5 4 0.200488 6 3 0.182911 2 2 0.24154 8 2 0.761911 11 2 0.738511 5 2 0.976077 4 1 0.611222 8 4 0.35125 4 1 0.352241 3 4 0.940858 2 1 0.303193 3 4 0.985488 4 2 0.48428 6 3 0.65391 0 1 0.232142 3 5 0.952482 17 4 0.56541 4 1 0.637893 8 1 0.391074 8 5 0.947083 5 4 0.903079 9 3 0.358378 10 2 0.711788 3 4 0.648851 19 4 0.0464393 15 2 0.933886 2 4 0.537586 13 1 0.207152 8 1 0.502542 17 3 0.847186 19 5 0.475579 16 2 0.470577 6 3 0.685138 4 5 0.305946 4 2 0.3617 2 4 0.264727 9 1 0.339215 9 3 0.432898 15 3 0.0970948 12 5 0.486442 3 1 0.691058 12 3 0.353465 17 3 0.734652 5 3 0.604985 1 1 0.405277 19 2 0.0992602 3 3 0.989895 9 4 0.00905449 7 3 0.476811 0 2 0.823252 18 3 0.589885 16 3 0.836866 15 5 0.807971 10 2 0.903683 19 3 0.132762 1 3 0.315129 18 5 0.190981 7 5 0.0145587 19 1 0.0609735 0 2 0.92655 9 5 0.65541 6 3 0.460782 7 3 0.0312397 3 1 0.941576 16 4 0.844222 12 2 0.277312 5 2 0.378516 12 2 0.491334 15 5 0.060689 9 5 0.939286 9 5 0.779134 2 1 0.743581 5 4 0.295169 15 4 0.879931 12 4 0.175858 9 4 0.660781 15 5 0.0279079 8 1 0.125155 7 4 0.895229 10 1 0.246075 16 3 0.620267 16 2 0.127767 19 4 0.711255 19 1 0.822566 19 3 0.479707 11 1 0.883886 15 4 0.792612 0 3 0.696477 11 4 0.610395 9 5 0.471912 1 4 0.73307 17 2 0.295846 3 5 0.644695 12 3 0.964363 5 4 0.690517 8 4 0.66588 19 1 0.536722 18 4 0.0226755 19 4 0.327397 15 4 0.242111 10 4 0.452552 6 1 0.111208 4 2 0.0789585 3 5 0.589132 4 4 0.149196 18 1 0.423831 14 2 0.750735 4 3 0.305781 6 2 0.343254 16 4 0.383265 17 1 0.708041 4 2 0.987593 10 3 0.433513 10 3 0.145539 19 1 0.343051 4 2 0.598487 16 1 0.71314 11 2 0.831744 6 3 0.899235 6 4 0.180373 STREAMCOST 4.25906 2.98829 4.68227 5.56177 7.83366 5.53797 2.63088 4.87452 7.77732 5.95454 9.29756 9.42168 9.90728 4.08632 2.10188 6.898 3.34242 5.86621 2.47638 2.86 HEUR 2 87 20 72.7931 87 21 84.7693 87 40 95.6564 87 41 181.109 87 42 96.7429 87 43 364.267 87 44 187.501 87 45 250.517 87 46 97.9125 87 47 87.4115 87 30 81.7621 87 31 95.2025 87 32 95.203 87 33 81.7621 # ARGUMENTS VAR RATIO 10 TREE 88 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 13 13 11 19 11 14 18 15 14 5 VALUE 14 1 0.717338 17 2 0.968366 3 1 0.456841 12 5 0.187389 0 2 0.0899222 13 5 0.29648 9 1 0.876836 19 2 0.0117741 7 1 0.581446 11 1 0.0715586 15 4 0.312566 14 4 0.172187 0 2 0.166396 5 3 0.358258 4 5 0.966307 12 5 0.400834 17 3 0.0321628 11 4 0.648167 18 5 0.703933 6 2 0.686971 8 2 0.978644 0 2 0.168204 11 5 0.535846 8 3 0.544834 4 4 0.920553 12 4 0.0407949 4 4 0.0392846 14 3 0.318368 1 2 0.818068 17 4 0.115167 18 4 0.0899111 11 1 0.176028 4 2 0.383707 3 4 0.0244276 5 1 0.255399 17 2 0.992944 2 4 0.182276 0 5 0.0219814 1 1 0.165964 8 1 0.854637 14 1 0.99665 10 1 0.0262199 14 3 0.337413 19 1 0.529542 18 3 0.975934 17 4 0.921176 8 3 0.418012 1 4 0.358356 0 5 0.134681 16 4 0.919268 18 1 0.950423 15 3 0.847604 4 2 0.540922 14 1 0.341386 2 1 0.726495 17 2 0.633781 0 4 0.625968 2 5 0.122423 17 3 0.369264 10 5 0.385115 10 4 0.94371 12 3 0.28209 0 4 0.338277 4 1 0.933842 6 4 0.364019 11 4 0.0457723 18 1 0.199475 19 4 0.401622 3 2 0.0825612 13 4 0.523731 5 2 0.404923 18 5 0.791744 10 5 0.938029 16 2 0.263686 5 4 0.115545 4 3 0.62453 19 3 0.467007 2 1 0.605575 13 4 0.0285536 9 2 0.172004 19 3 0.0773523 5 2 0.22955 0 4 0.687385 0 1 0.566566 5 1 0.0180206 7 1 0.507635 19 5 0.888078 14 4 0.596504 19 5 0.460713 1 1 0.122974 16 1 0.636747 18 4 0.999774 19 2 0.655189 7 4 0.167359 6 3 0.796416 3 2 0.779978 0 3 0.970658 9 2 0.547665 17 3 0.485814 5 5 0.0221622 12 2 0.936745 1 2 0.770306 19 4 0.833531 16 5 0.996118 18 2 0.677609 0 2 0.132087 6 4 0.165743 8 1 0.253972 0 1 0.100772 16 3 0.647506 19 1 0.43791 7 3 0.202788 11 5 0.44946 14 4 0.0559389 9 3 0.169518 11 2 0.978723 14 2 0.0296022 14 4 0.0831667 7 4 0.6218 18 2 0.544558 9 1 0.666983 17 4 0.442027 5 2 0.767761 8 3 0.365708 1 4 0.187309 5 3 0.266432 14 4 0.530054 13 2 0.295353 6 4 0.495457 6 4 0.012074 5 5 0.28429 16 4 0.2533 14 5 0.0459121 STREAMCOST 5.9645 5.43935 1.87415 2.94179 4.01007 4.87201 4.51431 2.03143 6.53845 4.7901 1.69134 6.88573 3.81103 3.22745 4.26644 7.47403 7.01446 4.08105 4.2585 5.364 HEUR 2 88 20 55.7422 88 21 67.5316 88 40 71.7184 88 41 168.044 88 42 71.4511 88 43 293.03 88 44 158.283 88 45 162.992 88 46 80.4058 88 47 77.5142 88 30 71.1419 88 31 71.1427 88 32 71.1428 88 33 71.1419 # ARGUMENTS VAR RATIO 10 TREE 89 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 10 8 6 14 6 6 2 13 12 5 VALUE 0 2 0.152595 18 3 0.273174 1 5 0.416964 5 5 0.368389 7 5 0.114604 8 4 0.12694 2 5 0.4057 4 4 0.778772 2 3 0.830433 9 1 0.372587 11 5 0.0630985 8 3 0.898782 18 4 0.806031 4 1 0.237402 6 1 0.534736 7 5 0.832065 10 3 0.347448 12 2 0.245387 3 1 0.104029 17 1 0.0986451 0 4 0.239917 16 3 0.598835 4 4 0.992704 12 2 0.941036 8 3 0.940623 0 1 0.560986 11 2 0.318181 6 3 0.957728 12 5 0.790109 0 3 0.759409 5 3 0.0656156 17 2 0.119 10 5 0.533513 2 4 0.761374 1 2 0.259829 17 5 0.120273 1 3 0.646445 12 1 0.741337 12 5 0.860072 4 3 0.224749 18 1 0.356707 3 5 0.970414 4 4 0.230436 14 4 0.244219 14 4 0.421667 13 4 0.51267 5 2 0.421562 8 1 0.0918253 6 3 0.791192 9 2 0.0944752 13 5 0.673074 1 2 0.00356643 18 1 0.523902 15 4 0.126661 3 2 0.0875057 16 2 0.460727 19 2 0.237302 11 5 0.943315 18 4 0.755915 5 5 0.753662 13 3 0.043369 11 1 0.714446 13 5 0.285981 19 2 0.083128 18 2 0.905682 3 3 0.250445 7 1 0.223799 14 3 0.487281 8 5 0.122641 18 2 0.260116 16 1 0.990854 5 2 0.0218175 6 4 0.631154 10 3 0.740913 17 5 0.4241 10 1 0.891317 10 1 0.863872 4 2 0.127987 6 2 0.776155 7 2 0.998369 18 5 0.503171 18 2 0.797432 STREAMCOST 8.59315 3.42052 9.75964 2.44154 3.57298 8.82162 8.3156 7.4139 1.27663 8.70507 6.5589 1.97783 9.79435 1.91112 1.43114 9.20833 8.42881 3.80004 6.89515 2.50366 HEUR 2 89 20 43.2923 89 21 50.9166 89 40 50.3728 89 41 151.968 89 42 50.6955 89 43 356.48 89 44 112.89 89 45 168.385 89 46 71.9695 89 47 67.9048 89 30 51.5922 89 31 53.1834 89 32 53.2464 89 33 51.5937 # ARGUMENTS VAR RATIO 10 TREE 90 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 4 17 4 4 20 7 19 9 4 13 VALUE 5 4 0.334051 7 4 0.403833 5 4 0.635206 2 3 0.57553 12 2 0.367772 3 2 0.422786 3 5 0.55252 5 5 0.366701 10 2 0.68756 10 4 0.979511 12 1 0.385004 16 1 0.0402207 16 5 0.811474 11 1 0.0248215 11 3 0.968262 3 5 0.639278 16 4 0.689881 2 4 0.220523 11 5 0.681593 7 5 0.946958 9 2 0.547737 15 5 0.995074 5 4 0.48436 5 5 0.489215 12 1 0.635172 13 3 0.013416 15 5 0.304222 4 4 0.94282 7 4 0.753556 13 4 0.305953 8 1 0.59567 7 5 0.742484 18 1 0.581074 8 5 0.0584735 13 5 0.958979 7 1 0.755067 9 3 0.0425459 13 5 0.689299 12 5 0.0879675 18 5 0.904333 2 2 0.663864 10 5 0.665615 2 4 0.499739 2 3 0.488199 6 1 0.0651107 2 3 0.345908 12 2 0.288667 7 1 0.911672 11 1 0.142401 16 1 0.66151 3 2 0.548736 9 3 0.640021 19 2 0.932261 0 3 0.0789674 3 2 0.488767 16 1 0.597865 13 1 0.898565 7 2 0.168431 1 3 0.852853 17 2 0.580057 16 1 0.036555 1 5 0.274611 10 1 0.98265 13 5 0.623321 12 1 0.707241 15 2 0.607357 8 5 0.383796 8 3 0.0807809 14 5 0.534945 11 5 0.208455 3 2 0.732938 2 3 0.778646 1 3 0.276614 10 3 0.422906 10 2 0.0199017 10 3 0.709316 3 1 0.601894 11 3 0.179146 15 4 0.471069 7 3 0.335938 14 4 0.635109 10 5 0.235847 6 3 0.285359 18 1 0.12174 3 3 0.778982 7 2 0.57092 13 3 0.334897 5 2 0.79035 7 5 0.209493 7 4 0.938077 9 1 0.247514 6 4 0.861264 6 4 0.889858 8 2 0.627921 4 4 0.105946 3 2 0.639572 14 2 0.255768 9 2 0.442906 10 3 0.531373 15 2 0.105946 11 4 0.113528 STREAMCOST 6.92642 2.4671 8.59835 2.16842 2.2937 3.67521 1.00715 8.19047 5.3413 5.70993 5.17545 9.89669 1.01789 2.58246 6.87309 1.78952 4.7869 3.45551 2.10428 8.39649 HEUR 2 90 20 46.2778 90 21 57.0276 90 40 56.8454 90 41 97.8627 90 42 61.6625 90 43 277.182 90 44 119.773 90 45 122.602 90 46 105.782 90 47 99.7087 90 30 49.0558 90 31 54.6762 90 32 57.0737 90 33 49.0558 # ARGUMENTS VAR RATIO 10 TREE 91 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 5 20 7 10 6 12 2 19 7 10 VALUE 14 3 0.652363 6 3 0.749855 18 2 0.627402 7 5 0.196607 1 3 0.342609 2 2 0.33752 14 3 0.917318 10 1 0.518642 1 4 0.582168 12 4 0.039018 0 1 0.421927 2 2 0.649603 1 4 0.770298 16 1 0.740476 9 3 0.651749 14 1 0.0692565 1 2 0.74693 18 1 0.247061 10 3 0.676276 19 3 0.659566 10 2 0.465762 4 2 0.811076 18 5 0.107674 15 3 0.384509 14 2 0.384992 3 4 0.110213 15 2 0.287916 6 4 0.965376 3 5 0.671959 10 2 0.970498 10 3 0.25377 11 3 0.337457 2 1 0.615819 9 3 0.236432 19 2 0.357917 7 5 0.218225 16 4 0.874845 18 2 0.995632 17 5 0.674145 18 1 0.768024 16 1 0.912084 18 3 0.266354 10 2 0.629951 19 2 0.374728 3 5 0.469458 3 5 0.854135 7 3 0.811725 16 3 0.897741 10 5 0.621082 5 2 0.283911 19 2 0.777313 12 3 0.76516 0 1 0.144994 3 2 0.933152 18 5 0.305902 6 2 0.861911 6 4 0.33365 7 4 0.368521 17 5 0.204849 8 5 0.644619 19 5 0.99652 11 1 0.43154 1 4 0.293673 5 5 0.688933 16 3 0.967536 16 2 0.428368 15 1 0.453725 4 2 0.213111 10 4 0.00667162 13 2 0.233767 17 4 0.522904 12 2 0.46884 3 5 0.458454 2 3 0.917342 15 2 0.167982 4 5 0.726973 9 1 0.0561972 17 3 0.313656 13 4 0.449116 18 2 0.936142 17 2 0.967026 8 4 0.55645 19 2 0.231738 3 5 0.929147 12 2 0.780144 14 1 0.614876 16 1 0.427253 13 5 0.558053 16 3 0.085736 15 5 0.16676 15 1 0.531986 19 2 0.105719 14 4 0.882374 10 1 0.577629 18 4 0.803171 13 2 0.943651 15 5 0.0603206 19 1 0.515311 STREAMCOST 2.91567 1.76337 8.25583 8.55637 2.61421 2.02768 8.94155 5.88342 2.55616 3.26892 6.41906 8.45873 7.57303 5.27542 3.64011 3.34166 8.93619 6.16739 5.48916 8.49691 HEUR 2 91 20 69.7579 91 21 109.19 91 40 115.358 91 41 180.086 91 42 131.033 91 43 359.52 91 44 197.152 91 45 219.553 91 46 167.448 91 47 161.807 91 30 79.9983 91 31 109.308 91 32 114.644 91 33 79.9983 # ARGUMENTS VAR RATIO 10 TREE 92 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 18 19 16 5 9 17 10 1 1 2 VALUE 17 2 0.353322 18 3 0.020795 8 4 0.938581 5 4 0.446177 16 3 0.291518 14 5 0.739001 8 2 0.28928 11 3 0.325136 15 3 0.855836 10 4 0.498465 15 1 0.870132 3 1 0.970679 8 5 0.7734 9 5 0.999631 7 1 0.11905 16 2 0.695444 3 3 0.00779021 2 5 0.635982 15 3 0.107666 16 4 0.408792 10 3 0.524914 1 4 0.054292 14 1 0.0681081 4 3 0.161735 9 2 0.823555 16 2 0.924491 7 4 0.066938 13 2 0.0278188 17 3 0.485903 5 2 0.243806 2 3 0.0865468 14 4 0.31354 14 4 0.544534 19 1 0.385644 14 4 0.0294686 6 2 0.364629 17 1 0.815632 4 2 0.494154 15 5 0.826031 7 3 0.340216 15 3 0.445884 18 3 0.967928 9 4 0.184608 4 1 0.472538 19 1 0.942923 19 1 0.411567 18 1 0.536352 7 1 0.878239 5 1 0.575086 14 3 0.447552 17 1 0.231719 10 5 0.858359 12 3 0.886437 9 3 0.633976 13 2 0.945894 3 2 0.103063 12 3 0.185468 8 2 0.652932 0 3 0.555478 6 4 0.970149 9 1 0.0319315 12 1 0.0114149 19 5 0.704106 18 5 0.967352 2 2 0.519513 6 2 0.399725 1 1 0.4849 0 5 0.286107 11 1 0.00852029 6 5 0.420921 4 4 0.166924 12 5 0.238218 6 4 0.722984 8 2 0.57414 19 5 0.184584 18 1 0.0197341 12 3 0.694129 7 5 0.0580105 4 2 0.0134369 2 4 0.134732 12 3 0.314904 7 2 0.856889 8 5 0.477421 19 5 0.576101 3 4 0.0521263 5 4 0.942733 0 1 0.567343 9 4 0.21791 0 5 0.207631 7 2 0.0575462 14 5 0.0484905 6 1 0.835135 8 5 0.819672 8 5 0.0989928 18 5 0.434499 6 3 0.838832 0 2 0.0663272 7 5 0.135967 STREAMCOST 2.05287 6.16738 7.84655 3.40272 9.96774 8.38714 8.42763 1.44723 1.01023 8.6206 1.08393 1.88611 4.9794 4.11342 8.13422 3.67173 8.76727 6.47587 9.31523 2.70245 HEUR 2 92 20 34.535 92 21 57.2744 92 40 87.9881 92 41 92.6738 92 42 61.2621 92 43 235.386 92 44 167.899 92 45 184.371 92 46 101.181 92 47 100.795 92 30 35.2846 92 31 59.7401 92 32 87.4655 92 33 35.2846 # ARGUMENTS VAR RATIO 10 TREE 93 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 13 12 14 18 7 5 20 3 11 3 VALUE 13 3 0.999377 2 4 0.437357 10 4 0.745505 3 2 0.411255 8 5 0.84502 17 3 0.503697 9 4 0.693179 2 1 0.07367 1 1 0.622292 2 4 0.0586552 17 3 0.0526458 16 3 0.316538 8 3 0.802514 0 4 0.173439 15 4 0.0925353 17 5 0.985412 16 2 0.271675 2 3 0.0764806 9 2 0.654865 3 2 0.468788 7 1 0.278609 14 2 0.812037 11 1 0.860405 18 5 0.902304 9 1 0.465712 12 5 0.925675 2 1 0.176463 18 3 0.116601 18 5 0.57881 17 1 0.328503 0 5 0.422065 9 4 0.612806 15 5 0.642856 13 1 0.907089 9 4 0.205365 0 4 0.920338 4 1 0.0303859 15 1 0.17917 5 3 0.212763 18 3 0.283178 12 4 0.218527 4 5 0.421453 3 2 0.772101 19 1 0.300793 15 2 0.787742 5 3 0.551326 5 5 0.305007 12 3 0.77128 8 1 0.0213136 3 1 0.854696 0 1 0.918598 0 5 0.446507 0 5 0.973277 8 4 0.00115605 13 2 0.423581 16 1 0.0972434 11 1 0.179885 10 5 0.473086 14 1 0.263096 15 3 0.3732 11 4 0.216059 14 2 0.77377 12 4 0.0214932 0 2 0.533167 11 5 0.493263 16 1 0.827952 7 1 0.186055 16 3 0.254159 0 5 0.692431 8 3 0.630238 15 4 0.838752 17 5 0.0912924 2 2 0.882256 9 2 0.252239 11 1 0.14184 0 3 0.203514 0 1 0.828603 10 5 0.232395 2 2 0.932588 0 1 0.520442 3 1 0.0679647 6 1 0.278472 19 3 0.262636 18 2 0.0814215 13 3 0.85737 13 1 0.332597 4 3 0.364987 3 5 0.781077 2 2 0.104119 0 3 0.28805 7 4 0.917364 8 5 0.800563 14 2 0.811231 17 1 0.263776 12 4 0.701932 4 4 0.12945 19 2 0.919123 16 1 0.342102 7 1 0.695891 17 2 0.766781 13 5 0.416682 13 5 0.163236 6 2 0.0347467 8 2 0.542417 14 3 0.404107 12 2 0.967874 STREAMCOST 9.32106 6.43619 7.528 8.14113 2.857 7.34119 1.09548 4.22319 6.63526 1.59597 3.01978 4.88471 2.44753 7.67401 2.66946 4.95212 6.44414 6.66763 1.49899 2.41231 HEUR 2 93 20 62.0959 93 21 79.2494 93 40 85.3439 93 41 152.889 93 42 90.2639 93 43 308.334 93 44 145.583 93 45 230.583 93 46 138.216 93 47 119.694 93 30 67.5211 93 31 79.6278 93 32 85.981 93 33 67.5211 # ARGUMENTS VAR RATIO 10 TREE 94 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 15 16 13 12 14 11 9 8 10 5 VALUE 7 1 0.511907 7 1 0.76383 19 3 0.494813 16 5 0.880275 6 4 0.773423 8 2 0.401972 6 2 0.773063 2 2 0.416737 19 1 0.0281041 17 3 0.229091 14 5 0.29909 4 1 0.992406 12 5 0.516655 9 1 0.805959 2 1 0.637232 17 5 0.556977 8 2 0.730576 11 2 0.373046 0 2 0.143544 6 3 0.161518 4 5 0.269876 9 1 0.246193 4 1 0.876629 19 2 0.685299 18 1 0.90812 12 2 0.573291 8 2 0.687013 6 3 0.219783 18 3 0.622321 6 5 0.94398 18 5 0.631268 10 4 0.227164 4 4 0.468526 15 3 0.840196 7 5 0.632463 8 3 0.0604339 0 5 0.017089 2 4 0.189853 14 4 0.631768 0 4 0.0476758 11 2 0.485914 15 2 0.685211 9 3 0.639834 18 3 0.227072 8 5 0.30406 10 1 0.921354 17 4 0.158033 16 4 0.748053 6 3 0.559362 16 4 0.709839 17 5 0.717952 5 2 0.939667 9 4 0.0461999 9 2 0.705388 2 5 0.321408 12 1 0.546781 4 4 0.418078 14 4 0.461357 14 5 0.744382 7 1 0.682492 4 3 0.275957 3 1 0.426563 8 4 0.0104921 0 2 0.810583 2 3 0.0599308 16 4 0.636441 6 2 0.0834491 19 4 0.177141 10 4 0.105343 3 4 0.968558 18 1 0.0797245 1 5 0.503193 10 1 0.893943 5 2 0.740575 7 4 0.0942366 13 5 0.305008 5 3 0.245791 19 5 0.31661 12 2 0.89987 6 1 0.746208 12 3 0.125416 10 1 0.977071 14 5 0.370673 14 1 0.343858 14 1 0.843188 17 4 0.610739 15 3 0.343357 4 3 0.840838 16 5 0.213345 16 3 0.712432 0 1 0.409939 1 4 0.447967 7 5 0.965144 7 4 0.775677 0 4 0.457017 9 1 0.133658 11 1 0.492634 17 2 0.578689 3 4 0.299357 8 5 0.922082 6 3 0.63533 9 3 0.965647 3 5 0.445707 8 4 0.93359 14 5 0.251813 18 3 0.928758 12 3 0.8195 6 1 0.859736 12 5 0.550753 9 5 0.0499271 7 2 0.892079 0 2 0.358767 6 2 0.786613 STREAMCOST 9.82132 5.90287 3.72903 1.98352 6.80496 6.77219 5.17526 3.63109 3.39637 4.24323 2.3727 8.56768 2.74176 3.31947 8.30071 2.03233 7.24528 7.34457 7.63327 3.2312 HEUR 2 94 20 72.2175 94 21 76.0605 94 40 85.2886 94 41 185.317 94 42 101.419 94 43 320.785 94 44 184.755 94 45 237.067 94 46 119.622 94 47 109.17 94 30 81.8823 94 31 82.4182 94 32 82.5099 94 33 81.9377 # ARGUMENTS VAR RATIO 10 TREE 95 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 5 6 4 13 18 5 15 7 11 16 VALUE 17 4 0.724238 9 3 0.649055 15 3 0.97474 9 3 0.248183 19 4 0.494263 7 3 0.521284 6 4 0.96975 17 2 0.722108 8 5 0.829491 18 2 0.998026 4 5 0.531972 5 2 0.64058 1 5 0.303053 13 4 0.631738 5 1 0.21367 6 3 0.685437 19 2 0.349573 19 5 0.824037 7 4 0.354496 13 3 0.203729 0 5 0.584677 8 1 0.815037 2 5 0.313152 7 5 0.933547 5 4 0.237869 7 3 0.0392335 12 1 0.851992 4 2 0.362917 16 2 0.313173 18 1 0.578503 11 4 0.0449126 13 5 0.462185 13 1 0.90091 1 1 0.701771 12 4 0.0484525 12 5 0.718726 2 4 0.49525 5 5 0.0278364 19 5 0.459125 14 2 0.590594 18 4 0.558311 19 2 0.0478609 4 5 0.534354 12 4 0.95836 15 4 0.718584 9 1 0.948984 3 2 0.974937 13 2 0.138953 1 1 0.184058 12 4 0.516109 10 5 0.550532 11 1 0.0664653 11 5 0.180334 6 1 0.13909 5 5 0.44363 16 4 0.447383 3 4 0.264958 4 5 0.801329 18 5 0.896551 18 2 0.620899 17 3 0.92011 3 5 0.790176 0 5 0.22329 18 5 0.633906 13 2 0.554044 0 4 0.781648 19 3 0.217301 9 2 0.466448 17 5 0.0100931 1 3 0.959384 8 2 0.0240899 18 1 0.492971 16 3 0.0295334 4 3 0.918247 8 4 0.400271 6 4 0.805863 16 2 0.691771 3 2 0.282744 0 5 0.903656 9 5 0.507396 18 3 0.879329 10 2 0.0916822 5 2 0.338147 17 1 0.94118 0 2 0.590166 18 5 0.361561 3 2 0.889824 16 3 0.0236466 0 3 0.326823 8 4 0.666404 14 4 0.00519149 7 5 0.774947 2 3 0.57753 9 3 0.25135 1 4 0.0122399 3 1 0.213224 0 5 0.5689 3 2 0.174392 11 5 0.162229 10 4 0.562406 STREAMCOST 7.56718 8.84382 9.69824 1.96285 4.41646 8.49455 8.10947 5.34986 6.19204 6.36748 6.49007 5.99133 5.21814 8.62181 6.37124 2.80352 3.21739 4.26701 6.15889 8.97368 HEUR 2 95 20 108.634 95 21 127.473 95 40 132.205 95 41 226.77 95 42 152.356 95 43 422.772 95 44 209.583 95 45 246.53 95 46 243.588 95 47 237.502 95 30 115.802 95 31 129.33 95 32 129.444 95 33 115.802 # ARGUMENTS VAR RATIO 10 TREE 96 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 5 10 19 18 17 1 19 15 15 12 VALUE 2 3 0.0924008 9 3 0.248604 11 4 0.038957 5 2 0.929577 5 5 0.510563 13 2 0.322029 6 3 0.143172 5 1 0.886081 7 1 0.746842 16 5 0.617815 13 5 0.96629 5 4 0.661387 14 4 0.832003 1 1 0.89994 10 1 0.920828 13 1 0.126965 19 4 0.469592 1 3 0.139751 5 2 0.436162 1 5 0.252082 12 1 0.823007 7 2 0.886676 9 1 0.174852 8 1 0.854225 13 2 0.326387 19 2 0.388845 14 2 0.695833 2 5 0.688506 6 3 0.889334 8 3 0.467214 18 1 0.76844 13 2 0.0295083 17 4 0.857109 17 5 0.845343 6 2 0.27692 9 2 0.831122 4 2 0.305114 12 4 0.991301 12 5 0.244268 10 1 0.523021 19 5 0.368073 1 1 0.0999741 5 4 0.843728 9 3 0.563938 14 4 0.142802 8 4 0.559172 16 1 0.309415 12 1 0.29104 0 5 0.355053 7 5 0.502493 2 1 0.752629 15 4 0.364304 10 3 0.24322 3 2 0.292772 18 2 0.0712746 18 2 0.17228 2 1 0.331561 16 2 0.873946 5 5 0.871411 18 5 0.293755 19 4 0.546318 3 3 0.833117 2 2 0.703769 9 5 0.722358 0 1 0.933537 7 5 0.564135 7 5 0.24208 14 2 0.718782 2 5 0.964558 13 1 0.34773 4 5 0.689868 16 3 0.612188 8 2 0.590292 12 1 0.277668 5 3 0.260816 10 3 0.917353 15 5 0.403782 2 2 0.445617 7 4 0.112329 9 4 0.0787049 19 2 0.660381 17 2 0.181997 11 2 0.862911 0 1 0.734005 15 4 0.0681927 8 4 0.520773 17 3 0.403405 16 2 0.276494 15 5 0.0203247 6 1 0.507857 6 4 0.694149 13 5 0.955492 4 4 0.348179 7 3 0.852398 6 3 0.273767 7 3 0.159168 9 1 0.61861 0 5 0.537369 3 2 0.799791 17 5 0.583738 14 3 0.507377 8 1 0.058054 16 2 0.571349 5 4 0.857642 14 2 0.463153 12 4 0.399429 14 2 0.41591 14 5 0.190523 5 2 0.900511 15 3 0.565412 13 5 0.754316 13 3 0.557912 11 1 0.208884 18 3 0.607412 17 5 0.232595 8 1 0.461695 11 3 0.909676 4 2 0.264933 13 4 0.598755 0 2 0.72742 1 3 0.759966 2 1 0.159131 12 4 0.960439 17 3 0.373335 15 1 0.0442195 11 5 0.892874 17 4 0.457558 10 4 0.240846 16 5 0.588622 5 3 0.815675 19 3 0.5908 STREAMCOST 2.40445 6.08561 7.23967 5.66811 9.53773 4.29869 6.15107 3.31214 8.15324 8.17221 4.43711 7.08628 5.50607 1.21636 5.98783 4.3399 2.90983 3.3537 9.71919 4.99835 HEUR 2 96 20 37.9505 96 21 40.7044 96 40 44.6206 96 41 101.983 96 42 51.4568 96 43 354.967 96 44 139.056 96 45 144.364 96 46 65.0682 96 47 61.4523 96 30 45.3607 96 31 45.4927 96 32 69.3352 96 33 45.3607 # ARGUMENTS VAR RATIO 10 TREE 97 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 17 17 20 14 9 3 6 10 16 5 VALUE 5 1 0.976335 10 5 0.0643307 4 1 0.345144 14 2 0.120911 5 3 0.34365 9 5 0.573264 2 4 0.194813 0 1 0.0346397 2 3 0.415151 4 2 0.172397 2 4 0.765395 5 4 0.105441 12 2 0.666782 15 4 0.0237866 8 3 0.174736 3 1 0.427361 6 1 0.637402 2 5 0.342504 5 4 0.0850522 8 5 0.245918 0 2 0.936545 17 2 0.426619 16 1 0.126906 2 3 0.470966 17 2 0.186246 2 4 0.900964 9 5 0.16758 1 5 0.163804 5 1 0.757582 16 5 0.444821 5 3 0.856112 7 1 0.883254 8 1 0.912281 18 5 0.243408 18 2 0.525174 6 4 0.148394 5 3 0.323224 2 3 0.647597 1 1 0.050213 9 2 0.66703 3 2 0.0887829 5 5 0.629167 9 3 0.810315 4 1 0.18682 8 1 0.379443 0 4 0.788202 4 1 0.112298 5 2 0.406877 10 5 0.214792 7 5 0.846452 12 2 0.904661 9 1 0.0587231 3 4 0.753673 2 1 0.964878 10 5 0.912895 6 3 0.813526 4 5 0.240756 1 2 0.0089293 14 5 0.52924 3 1 0.666993 14 4 0.194347 3 5 0.935476 13 2 0.379955 17 2 0.203217 19 3 0.628999 9 2 0.740139 6 1 0.734903 14 5 0.493907 13 5 0.0262738 0 5 0.589086 5 2 0.415633 2 3 0.532427 19 2 0.429879 4 3 0.936597 6 4 0.0525788 9 2 0.536947 0 4 0.536652 14 4 0.182765 13 2 0.295439 4 4 0.455935 5 2 0.277868 11 1 0.691582 13 3 0.670434 13 4 0.924825 6 4 0.441746 11 5 0.710487 14 2 0.936358 7 2 0.453585 7 3 0.093072 7 3 0.833784 16 5 0.122414 5 5 0.22048 15 4 0.971741 9 5 0.22789 6 1 0.244328 4 5 0.828761 1 4 0.366071 12 5 0.732684 10 4 0.930959 13 5 0.955834 17 2 0.140131 12 1 0.198547 12 5 0.198531 8 1 0.023315 8 3 0.951254 7 2 0.767443 14 2 0.583836 6 2 0.646885 6 4 0.741356 14 2 0.4853 5 3 0.606338 15 2 0.932198 7 5 0.604573 4 4 0.651709 3 4 0.414637 12 3 0.1789 14 2 0.456273 STREAMCOST 4.14172 4.39407 2.00438 2.2382 8.60366 9.53149 7.26683 2.65634 2.5874 6.87407 8.18736 6.93754 8.18602 1.84801 5.5253 6.76451 6.1814 5.00145 4.5517 3.1444 HEUR 2 97 20 69.3983 97 21 73.353 97 40 78.6821 97 41 164.259 97 42 81.84 97 43 342.541 97 44 160.006 97 45 236.55 97 46 119.497 97 47 115.746 97 30 72.7711 97 31 75.0826 97 32 75.3226 97 33 72.961 # ARGUMENTS VAR RATIO 10 TREE 98 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 15 7 12 1 7 3 16 16 10 9 VALUE 2 1 0.38856 6 2 0.71777 6 2 0.0825508 17 2 0.994422 8 3 0.933265 11 2 0.477426 16 2 0.989218 14 3 0.675851 13 5 0.959929 16 3 0.122054 13 5 0.297152 12 5 0.190075 13 3 0.0317868 19 1 0.475443 5 5 0.886914 3 5 0.734392 13 1 0.817201 11 3 0.131702 10 4 0.602942 16 1 0.300847 19 5 0.167083 18 3 0.0756972 10 2 0.800485 9 5 0.181243 14 3 0.425993 10 1 0.226997 1 2 0.0176848 5 3 0.99897 3 2 0.203005 6 1 0.988107 16 5 0.60786 19 3 0.745419 6 4 0.728359 14 1 0.708836 5 3 0.19088 7 1 0.639187 7 3 0.255195 5 1 0.908335 4 2 0.356089 5 3 0.0159855 7 1 0.662668 16 3 0.386668 8 5 0.297611 2 2 0.137578 7 1 0.368246 7 2 0.750088 0 1 0.690571 11 1 0.190843 11 4 0.730633 17 1 0.293882 16 1 0.187422 13 4 0.376318 14 4 0.545429 1 3 0.341836 13 1 0.992281 10 2 0.380671 2 1 0.289634 4 2 0.37809 13 1 0.888311 4 5 0.505044 6 5 0.940392 2 1 0.212673 12 1 0.403425 3 4 0.386437 5 3 0.273231 13 5 0.841787 0 4 0.214508 14 4 0.966982 3 1 0.613402 15 2 0.849046 18 5 0.510107 0 2 0.763748 9 5 0.200637 9 1 0.031457 17 4 0.0980531 1 2 0.158489 18 1 0.370469 9 3 0.392558 10 2 0.694164 18 4 0.366273 4 5 0.993951 14 4 0.764237 10 2 0.990577 15 5 0.588186 14 2 0.681135 13 2 0.229619 13 1 0.43151 3 2 0.073099 13 2 0.739746 3 4 0.760944 7 5 0.396014 0 5 0.389353 13 1 0.44228 0 5 0.109537 7 2 0.610117 3 3 0.695614 STREAMCOST 2.48467 4.02939 3.91208 2.1047 5.2124 1.41616 7.79777 2.48148 7.53315 5.03518 5.46826 1.2754 4.35825 9.15376 8.47712 3.74227 1.72809 5.13907 3.83121 4.1096 HEUR 2 98 20 33.5923 98 21 37.7832 98 40 39.0505 98 41 96.6087 98 42 43.3873 98 43 267.488 98 44 79.5941 98 45 124.599 98 46 58.5118 98 47 53.222 98 30 36.2579 98 31 37.3458 98 32 44.2834 98 33 36.2576 # ARGUMENTS VAR RATIO 10 TREE 99 NBSTREAMS 20 NBAND 10 NBMAXLEAVES 20 NBLEAF 14 15 10 17 17 15 1 15 17 4 VALUE 11 5 0.297623 11 1 0.513766 19 5 0.00682574 7 4 0.273894 14 4 0.377439 9 3 0.336772 18 4 0.395454 7 5 0.331677 10 4 0.0936131 13 5 0.326904 4 3 0.554346 14 2 0.708607 16 2 0.828043 18 2 0.409755 12 3 0.0951816 0 3 0.618621 1 2 0.144011 1 2 0.541144 9 1 0.0776138 16 2 0.336751 0 1 0.898644 1 3 0.0989021 3 4 0.928878 7 3 0.31209 0 1 0.524877 18 4 0.383981 16 4 0.834919 6 2 0.950626 19 5 0.466238 2 2 0.802783 10 1 0.377334 12 2 0.995498 18 4 0.939177 17 5 0.210008 8 2 0.716113 7 5 0.17442 1 3 0.409959 5 4 0.278545 19 5 0.705288 3 4 0.785059 4 4 0.293065 12 1 0.59362 6 1 0.718506 16 5 0.927047 0 4 0.312594 18 1 0.716299 17 4 0.693758 1 5 0.146441 18 1 0.153118 2 3 0.572696 10 1 0.516253 8 4 0.810782 16 4 0.235267 7 1 0.227708 12 3 0.243656 10 5 0.23623 9 3 0.69103 5 2 0.465932 2 5 0.298879 16 1 0.589129 4 4 0.544417 4 2 0.152569 14 2 0.648159 5 4 0.246049 15 4 0.526586 0 2 0.521646 19 5 0.106623 9 3 0.413547 3 5 0.50708 12 5 0.885808 9 3 0.434142 1 2 0.954669 1 4 0.724225 8 4 0.075481 12 2 0.902179 15 1 0.54653 4 4 0.848233 17 4 0.76208 10 1 0.772581 2 4 0.28358 11 5 0.689532 3 2 0.0247452 14 3 0.39946 7 4 0.58435 12 2 0.610743 11 4 0.983834 1 5 0.211858 2 2 0.65344 19 3 0.657616 12 1 0.372808 13 2 0.841063 14 5 0.600009 4 1 0.947555 1 2 0.701674 3 5 0.630766 7 1 0.797125 15 2 0.142804 9 1 0.461316 16 4 0.96327 19 4 0.966075 16 4 0.936886 15 3 0.206739 6 5 0.707283 8 4 0.216787 13 5 0.71313 2 4 0.817822 4 1 0.083204 1 3 0.446473 18 2 0.73447 8 1 0.268727 1 2 0.58306 2 3 0.00923117 13 4 0.242347 10 3 0.95863 13 5 0.158603 4 1 0.875655 8 3 0.250491 0 5 0.137711 3 4 0.39971 3 5 0.49292 0 3 0.668117 18 1 0.57706 18 4 0.114198 3 1 0.00786621 12 1 0.847256 STREAMCOST 7.55063 4.92735 2.78119 5.18848 7.06657 8.52686 6.17177 5.58682 1.87259 5.14601 6.19774 3.64273 2.94816 4.26179 7.64271 3.95107 1.73901 6.11958 7.65661 8.03773 HEUR 2 99 20 43.7036 99 21 79.6616 99 40 89.83 99 41 148.173 99 42 96.3852 99 43 307.535 99 44 136.689 99 45 192.259 99 46 102.141 99 47 98.8347 99 30 47.1527 99 31 91.4149 99 32 91.4351 99 33 47.154