PND output file |
Computed outputs of the PND ensemble
File for storing the outputs of the Parallel Non linear Dichotomizers, with the computed and the correct class for each input pattern. the suffix of the file is .pout
At the beginning of the file are stored on the first line two numbers corresponding to the number of dichotomizers and the number of classes. The the decomposition matrix is stored: its columns corresponds to the codewords associated to each class. The lines below store the outputs of the net: each line of the file corresponds to a single pattern.
Format of a single line:
output of the dichotomizers (double) - computed class (unsigned) - correct class (unsigned)
See also pnd
Example:
This is the output file of a PND with a 7-bit ECOC BCH encoding for a 5 classes classification problem. Note that the decomposition matrix is stored using floating point values: 0.9 corresponds to 1 and 0.1 corresponds to 0. By this way dichotomizers speed up learning.7 5 +0.10000000 +0.90000000 +0.10000000 +0.90000000 +0.10000000 +0.10000000 +0.10000000 +0.90000000 +0.90000000 +0.10000000 +0.10000000 +0.10000000 +0.10000000 +0.10000000 +0.90000000 +0.10000000 +0.90000000 +0.90000000 +0.10000000 +0.90000000 +0.10000000 +0.10000000 +0.90000000 +0.90000000 +0.90000000 +0.10000000 +0.90000000 +0.90000000 +0.10000000 +0.10000000 +0.10000000 +0.90000000 +0.10000000 +0.90000000 +0.90000000 +0.09920598 +0.13936089 +0.04123493 +0.14092591 +0.19714126 +0.11489542 +0.07088747 1 1 +0.09579644 +0.09965017 +0.06020330 +0.13484454 +0.11368219 +0.10719331 +0.05495074 1 1 +0.10764992 +0.13143478 +0.04973482 +0.11509284 +0.20904878 +0.10016983 +0.07629966 1 1 +0.13236925 +0.31478025 +0.03374017 +0.16658674 +0.38184880 +0.13459361 +0.12234872 1 1 +0.14500835 +0.47367961 +0.03509695 +0.18336277 +0.59727414 +0.18091602 +0.11485609 1 1 +0.14362594 +0.29230264 +0.04586846 +0.13999597 +0.50267672 +0.12102535 +0.13101676 1 1 +0.11038296 +0.14088868 +0.04543617 +0.12308807 +0.19772811 +0.11886950 +0.07075088 1 1 +0.14980522 +0.27997066 +0.04149532 +0.13768156 +0.46014167 +0.13344014 +0.12664881 1 1 +0.47020754 +0.68680630 +0.07300020 +0.26615390 +0.75624824 +0.15876907 +0.52533618 1 4 +0.09316429 +0.10718332 +0.04725663 +0.14891834 +0.09139528 +0.12701156 +0.05008703 1 1 +0.48721778 +0.22520649 +0.10982850 +0.26431870 +0.23677939 +0.17939892 +0.48591534 1 1 +0.56842063 +0.27709459 +0.08788175 +0.32458929 +0.39441863 +0.23598814 +0.38955195 1 1 +0.10581776 +0.18036483 +0.03517258 +0.16817682 +0.20381487 +0.12958146 +0.09364906 1 1 +0.17888882 +0.23743592 +0.04591081 +0.11000627 +0.31616417 +0.16068770 +0.14240472 1 1 +0.29400546 +0.43373434 +0.04759801 +0.14330076 +0.55085678 +0.19602930 +0.30589226 1 1 +0.13233301 +0.17992542 +0.04433533 +0.11924638 +0.25263357 +0.14147634 +0.08861451 1 1 +0.09721031 +0.13075255 +0.03977590 +0.15807150 +0.13877508 +0.12456712 +0.07266720 1 1 +0.16566564 +0.67992060 +0.03301839 +0.26896137 +0.71888983 +0.18926691 +0.14236044 1 1 +0.15875184 +0.11597129 +0.05916292 +0.11253416 +0.19132707 +0.11118003 +0.08685588 1 1 +0.12718534 +0.26548610 +0.03223039 +0.17116551 +0.34856964 +0.23666925 +0.06859035 1 1 +0.34545796 +0.30451688 +0.05904971 +0.07807015 +0.36118696 +0.14698162 +0.36724979 1 1 +0.28004635 +0.27202988 +0.04732307 +0.09362978 +0.33461394 +0.17057422 +0.22293703 1 1 +0.17145822 +0.15438149 +0.05127031 +0.12165247 +0.31958061 +0.12595026 +0.11941197 1 1 +0.16116355 +0.72071085 +0.02956699 +0.29167799 +0.73358496 +0.22748288 +0.13235032 1 1 +0.12106366 +0.34301541 +0.03368023 +0.17972098 +0.46858341 +0.14507789 +0.10098252 1 1 +0.94682085 +0.25311753 +0.36704830 +0.89779906 +0.28202112 +0.86911190 +0.92323790 2 2 +0.77437825 +0.29821134 +0.13073957 +0.76125827 +0.28501708 +0.66947773 +0.72701595 2 2 +0.84598632 +0.35409625 +0.13903004 +0.72210751 +0.42215619 +0.59504810 +0.83530658 2 2 +0.94010532 +0.25097573 +0.31306316 +0.89644199 +0.30603122 +0.89527070 +0.94711235 2 2 +0.94512735 +0.22999368 +0.43299745 +0.88787092 +0.31463789 +0.81099689 +0.92083544 2 2 +0.84644584 +0.52414736 +0.27991490 +0.83892289 +0.62372731 +0.58323931 +0.84472530 2 2 +0.77336151 +0.24909260 +0.49746476 +0.87972265 +0.55270285 +0.42412354 +0.88893129 2 2 +0.92082799 +0.51391306 +0.20015640 +0.79270022 +0.57247215 +0.67544209 +0.92037530 2 2 +0.92554628 +0.36634808 +0.23858602 +0.87169961 +0.38614655 +0.75172674 +0.93050612 2 2 +0.91023296 +0.67983787 +0.19127961 +0.60688058 +0.73402781 +0.41827668 +0.88254333 2 4 +0.92903680 +0.31903671 +0.30872775 +0.87781982 +0.38574147 +0.74559256 +0.93187288 2 2 +0.95282732 +0.24839977 +0.34649840 +0.86660384 +0.25327861 +0.85549355 +0.96097668 2 2 +0.90814042 +0.28321492 +0.24372264 +0.92144271 +0.23523530 +0.96909748 +0.87883355 2 2 +0.94285913 +0.18365741 +0.49430142 +0.89578047 +0.27128420 +0.70630608 +0.82738152 2 2 +0.89706421 +0.54166104 +0.16600522 +0.56735360 +0.67437661 +0.50896841 +0.94267063 2 4 +0.95366220 +0.26356141 +0.40225069 +0.89694981 +0.28068326 +0.93257091 +0.91548500 2 2 +0.94518565 +0.26342619 +0.43321096 +0.82146549 +0.29711615 +0.81349996 +0.91136874 2 2 +0.92009791 +0.45104621 +0.35221564 +0.86243959 +0.50191145 +0.58675306 +0.89851172 2 2 +0.91689046 +0.72994622 +0.18811832 +0.49711375 +0.78934269 +0.39000335 +0.95404998 2 4 +0.93254207 +0.21200921 +0.31007343 +0.90320390 +0.26097691 +0.91583202 +0.93994562 2 2 +0.93965839 +0.31393055 +0.25699180 +0.89989107 +0.30157885 +0.92022204 +0.95691196 2 2 +0.94275115 +0.20266601 +0.45656921 +0.88415235 +0.31145580 +0.80818002 +0.92159300 2 2 +0.93758272 +0.24807949 +0.33436955 +0.91715341 +0.25931540 +0.95859370 +0.89444391 2 2 +0.30725040 +0.82720296 +0.38647156 +0.84758094 +0.87709093 +0.56980386 +0.49437538 2 3 +0.93941049 +0.32291352 +0.29478334 +0.87843078 +0.38317746 +0.84023656 +0.94973786 2 2 +0.76774182 +0.41960582 +0.35398487 +0.82067218 +0.66963942 +0.35939062 +0.84362188 2 2 +0.94357935 +0.34266749 +0.28811556 +0.88749499 +0.35002286 +0.85371507 +0.94433806 2 2 +0.93676742 +0.27438343 +0.43506406 +0.88937272 +0.34784985 +0.69061985 +0.88327377 2 2 +0.95231094 +0.21001062 +0.41797785 +0.86822120 +0.26231944 +0.86242621 +0.94486709 2 2 +0.82510083 +0.32669922 +0.13979496 +0.68894048 +0.38901163 +0.62630930 +0.83702923 2 2 +0.93683264 +0.31117110 +0.25223868 +0.90215653 +0.31462128 +0.92238475 +0.95249806 2 2 +0.94017441 +0.41205057 +0.29277610 +0.87045385 +0.42343138 +0.78213476 +0.93478019 2 2 +0.86072801 +0.39935339 +0.44984687 +0.86710554 +0.56486301 +0.32438996 +0.85690404 2 2 +0.94652702 +0.22862474 +0.37806339 +0.90172579 +0.26141952 +0.88194043 +0.91760807 2 2 +0.95641843 +0.26341165 +0.37062020 +0.86923006 +0.24620414 +0.90743123 +0.96279069 2 2 +0.94797565 +0.31139034 +0.29058098 +0.88499710 +0.28164062 +0.93018181 +0.96880223 2 2 +0.80130452 +0.48989664 +0.27910066 +0.65850969 +0.65245841 +0.28008769 +0.78719418 2 4 +0.94303224 +0.20485046 +0.37462272 +0.90174856 +0.24612123 +0.87267180 +0.92132185 2 2 +0.96077498 +0.32896750 +0.44419478 +0.81441709 +0.37454141 +0.96603436 +0.94529051 2 2 +0.63624103 +0.41975950 +0.10464128 +0.29306988 +0.50304849 +0.18974769 +0.58575716 2 4 +0.88641004 +0.33353697 +0.18704135 +0.72567310 +0.41593455 +0.73575357 +0.94187487 2 2 +0.94288061 +0.22000130 +0.46747042 +0.89240657 +0.31828227 +0.77379875 +0.88887334 2 2 +0.91245546 +0.30797992 +0.20444066 +0.85828999 +0.38997641 +0.86277329 +0.94752299 2 2 +0.86361987 +0.87075253 +0.11431604 +0.16886824 +0.88628472 +0.12633803 +0.89467152 2 4 +0.89193812 +0.52924262 +0.15787945 +0.58318381 +0.66963273 +0.49935095 +0.92966047 2 4 +0.93542610 +0.42121337 +0.26696038 +0.86769681 +0.43589020 +0.75707322 +0.92856191 2 2 +0.89206753 +0.26213492 +0.46423372 +0.88329291 +0.46420380 +0.56703987 +0.89614460 2 2 +0.95558898 +0.21507852 +0.42953946 +0.85596844 +0.24320797 +0.88340187 +0.94678474 2 2 +0.95373019 +0.19801514 +0.46304986 +0.83458046 +0.23405692 +0.87514892 +0.93128381 2 2 +0.85532769 +0.31697609 +0.41575098 +0.86962094 +0.52938280 +0.64330402 +0.87298391 2 2 +0.94102239 +0.34942442 +0.35810908 +0.88278648 +0.36743870 +0.75218119 +0.91725973 2 2 +0.95020220 +0.27065511 +0.31575595 +0.86796082 +0.25460168 +0.84566028 +0.96511101 2 2 +0.91277717 +0.20579376 +0.44586474 +0.87777336 +0.40003480 +0.71303993 +0.91202295 2 2 +0.95626789 +0.30672340 +0.33019820 +0.83995255 +0.23181113 +0.88480415 +0.97452413 2 2 +0.95117738 +0.30801344 +0.32563257 +0.88092850 +0.29669435 +0.94821163 +0.96111308 2 2 +0.94076963 +0.39318404 +0.31007133 +0.87353789 +0.40800277 +0.77953008 +0.93416458 2 2 +0.92148507 +0.32001616 +0.41796215 +0.88266750 +0.43523211 +0.63015876 +0.89840571 2 2 +0.74722441 +0.30484616 +0.13036001 +0.74282990 +0.21978362 +0.69108975 +0.61803504 2 2 +0.93024395 +0.34836856 +0.41896451 +0.86923289 +0.34573787 +0.53716171 +0.89060730 2 2 +0.96178231 +0.27111151 +0.47962361 +0.82260287 +0.25155743 +0.93602967 +0.94343018 2 2 +0.92842601 +0.15800740 +0.54934255 +0.82569846 +0.23399705 +0.85398626 +0.88245960 2 2 +0.94759381 +0.29500777 +0.30459782 +0.89034151 +0.29348502 +0.86276246 +0.95503977 2 2 +0.93241546 +0.30246737 +0.26667968 +0.90789924 +0.30037387 +0.96191355 +0.93699185 2 2 +0.92416146 +0.24202327 +0.40220023 +0.87742738 +0.40504063 +0.73163296 +0.92132095 2 2 +0.88589156 +0.58097605 +0.19713625 +0.43352320 +0.51304067 +0.42311736 +0.95537236 2 4 +0.91322654 +0.21863580 +0.49589774 +0.88783968 +0.39188892 +0.61153657 +0.88575563 2 2 +0.93427758 +0.33503578 +0.25707809 +0.88476548 +0.33950022 +0.95145240 +0.95785282 2 2 +0.91148825 +0.31689694 +0.19849237 +0.88464670 +0.34606037 +0.88445031 +0.93609537 2 2 +0.91964144 +0.17676281 +0.50420641 +0.83779705 +0.28890982 +0.80245717 +0.88465783 2 2 +0.92675162 +0.32787098 +0.22071787 +0.89267790 +0.34933834 +0.89177998 +0.94576876 2 2 +0.94113744 +0.30208893 +0.29423451 +0.88918552 +0.34784944 +0.87766217 +0.94885317 2 2 +0.92131053 +0.20016516 +0.47890068 +0.88560467 +0.37199495 +0.70087880 +0.90616431 2 2 +0.92639644 +0.34174521 +0.21714861 +0.88500517 +0.37186905 +0.87130462 +0.94400496 2 2 +0.94565084 +0.29569388 +0.32112414 +0.89386477 +0.31489469 +0.87928715 +0.94078796 2 2 +0.94266302 +0.30118467 +0.26475854 +0.88903682 +0.27886125 +0.87088747 +0.96335436 2 2 +0.93600283 +0.34764370 +0.38800987 +0.88286850 +0.38575264 +0.68918203 +0.90154899 2 2 +0.12726154 +0.96330811 +0.36932139 +0.89577328 +0.92970604 +0.70523938 +0.13292211 3 3 +0.09313163 +0.96671591 +0.39594840 +0.84316956 +0.96642762 +0.72861409 +0.07781805 3 3 +0.13809754 +0.96843119 +0.31305979 +0.82537445 +0.96785416 +0.71365831 +0.12452924 3 3 +0.08313853 +0.96228910 +0.35285729 +0.84991287 +0.96891397 +0.73759382 +0.09198985 3 3 +0.11333393 +0.96369583 +0.30488873 +0.85680554 +0.94847151 +0.69558954 +0.07824974 3 3 +0.10074446 +0.95688467 +0.28918704 +0.84086520 +0.93564190 +0.68823722 +0.06663917 3 3 +0.09107617 +0.96147444 +0.39109050 +0.85330723 +0.94645670 +0.71619044 +0.06327654 3 3 +0.11262742 +0.96910202 +0.32437360 +0.83703788 +0.96876563 +0.72085919 +0.09598722 3 3 +0.25828729 +0.93511584 +0.20327106 +0.67868398 +0.93129698 +0.56215764 +0.25113914 3 3 +0.08629387 +0.96034886 +0.42657785 +0.83579875 +0.95190209 +0.71042565 +0.06555645 3 3 +0.22235975 +0.95232788 +0.29283572 +0.91590584 +0.91456467 +0.76857084 +0.21971742 3 3 +0.10698194 +0.96545320 +0.41745757 +0.85531097 +0.94483743 +0.70881863 +0.08766245 3 3 +0.12992083 +0.96393495 +0.37929072 +0.75445490 +0.93353697 +0.59252999 +0.14364338 3 3 +0.07374690 +0.93286549 +0.43993981 +0.80994740 +0.95417560 +0.66056508 +0.13651658 3 3 +0.09243288 +0.96497272 +0.47925576 +0.82430920 +0.96275163 +0.72344616 +0.07709164 3 3 +0.06186771 +0.90893408 +0.34478700 +0.74391555 +0.89473479 +0.61383040 +0.05786725 3 3 +0.68984068 +0.80229942 +0.09762512 +0.25120822 +0.86834620 +0.14290155 +0.75876861 3 4 +0.20019250 +0.95764007 +0.22150035 +0.70722748 +0.94873794 +0.55492376 +0.18702844 3 3 +0.15003185 +0.96952250 +0.28655073 +0.78408129 +0.95924741 +0.65220912 +0.11649034 3 3 +0.10311626 +0.95644122 +0.40325223 +0.86542753 +0.92443025 +0.70413070 +0.07245311 3 3 +0.08910284 +0.95143426 +0.52154063 +0.80995395 +0.96634739 +0.64971877 +0.10743411 3 3 +0.15729821 +0.94266235 +0.39804350 +0.85688490 +0.95925767 +0.70664406 +0.18932728 3 3 +0.11910845 +0.96154073 +0.35765541 +0.89837534 +0.92672771 +0.71988283 +0.09876620 3 3 +0.08852202 +0.94981399 +0.38422140 +0.83421010 +0.92852954 +0.68139027 +0.05826882 3 3 +0.08698914 +0.93046799 +0.51431695 +0.78555083 +0.95624587 +0.56759572 +0.12574943 3 3 +0.11711422 +0.95796451 +0.39058772 +0.89786961 +0.91469793 +0.72764993 +0.10191520 3 3 +0.08084740 +0.94474106 +0.49380370 +0.80606863 +0.96254340 +0.64509237 +0.11308697 3 3 +0.06749558 +0.94782836 +0.39777845 +0.81344293 +0.95341673 +0.69501746 +0.07586796 3 3 +0.09596623 +0.87708553 +0.52622498 +0.76328025 +0.93183337 +0.44593590 +0.19392716 3 3 +0.14554352 +0.96354877 +0.32315013 +0.82068471 +0.94318612 +0.62362284 +0.15141185 3 3 +0.90367244 +0.95451245 +0.04158174 +0.04725100 +0.94450600 +0.02779746 +0.94474826 4 4 +0.92187324 +0.85380352 +0.03425107 +0.19051098 +0.82224218 +0.19381170 +0.95972439 4 4 +0.85429963 +0.83341284 +0.04174887 +0.11873727 +0.90050163 +0.10852406 +0.74660039 4 4 +0.65714347 +0.91601698 +0.02991622 +0.10470983 +0.92200663 +0.09075468 +0.51457857 4 4 +0.89441510 +0.97040828 +0.02937891 +0.06900799 +0.95000793 +0.04854576 +0.91200749 4 4 +0.88628379 +0.91188766 +0.06134698 +0.10271197 +0.90481605 +0.06977513 +0.91427439 4 4 +0.93003197 +0.93895106 +0.06152595 +0.04020900 +0.94772011 +0.01409616 +0.94275777 4 4 +0.88804791 +0.94188750 +0.08626459 +0.06614630 +0.94567425 +0.03916704 +0.87752250 4 4 +0.69231994 +0.95060567 +0.11249840 +0.12093922 +0.94013936 +0.12119789 +0.70573643 4 4 +0.92890401 +0.90826184 +0.07339766 +0.03995180 +0.94356261 +0.01398082 +0.93368632 4 4 +0.90544770 +0.93527723 +0.04071359 +0.07271981 +0.92592876 +0.05740971 +0.94019215 4 4 +0.93061892 +0.95159863 +0.05459571 +0.05792492 +0.96142410 +0.04378376 +0.89248362 4 4 +0.88348227 +0.93703377 +0.03218620 +0.09972045 +0.93513063 +0.08529541 +0.89506605 4 4 +0.82218501 +0.87836360 +0.12317953 +0.14116850 +0.90908441 +0.12157194 +0.75591089 4 4 +0.91346487 +0.91113797 +0.03530241 +0.07226585 +0.88244429 +0.06631235 +0.96065258 4 4 +0.90425476 +0.86849175 +0.06866776 +0.04472853 +0.92853234 +0.02031334 +0.92709905 4 4 +0.90261282 +0.95337673 +0.04125713 +0.04663715 +0.94295499 +0.02726884 +0.94639714 4 4 +0.92675870 +0.93263689 +0.05500669 +0.04220356 +0.93566854 +0.01974520 +0.94214310 4 4 +0.90807287 +0.96490177 +0.03436981 +0.06883429 +0.95706034 +0.05079865 +0.88837911 4 4 +0.91392761 +0.93369436 +0.09992356 +0.06681097 +0.94166161 +0.03089155 +0.88269255 4 4 +0.87639631 +0.96947185 +0.02839487 +0.08553812 +0.95226749 +0.05785432 +0.82506615 4 4 +0.89541487 +0.96949597 +0.03330947 +0.05890195 +0.95066499 +0.03716835 +0.93077024 4 4 +0.91380277 +0.93883806 +0.05170270 +0.06223601 +0.93576874 +0.04222298 +0.92967043 4 4 +0.86328481 +0.97049489 +0.02202420 +0.11306463 +0.95244040 +0.07669063 +0.73325771 4 4 +0.92566074 +0.96280624 +0.04030477 +0.06201055 +0.95813475 +0.04264904 +0.90178593 4 4 +0.91547986 +0.96813497 +0.03417664 +0.06702421 +0.95495123 +0.04473034 +0.90152018 4 4 +0.83018251 +0.86428919 +0.05837963 +0.18486032 +0.87425791 +0.13180904 +0.88338277 4 4 +0.93133059 +0.94789094 +0.05988977 +0.04508925 +0.95102090 +0.02105730 +0.93030565 4 4 +0.91439615 +0.88752511 +0.09554534 +0.05155281 +0.94446987 +0.01973005 +0.90431135 4 4 +0.91718602 +0.94755390 +0.06822302 +0.05650922 +0.95280017 +0.03466826 +0.90446398 4 4 +0.89955167 +0.94473269 +0.04328716 +0.04075546 +0.94371972 +0.01909492 +0.95409479 4 4 +0.93730629 +0.92708250 +0.06604718 +0.05665328 +0.95342949 +0.04219003 +0.88471142 4 4 +0.91539067 +0.93449952 +0.05858611 +0.06112300 +0.93210929 +0.03848140 +0.92445609 4 4 +0.89411840 +0.94880676 +0.03502889 +0.06236731 +0.93043596 +0.04963611 +0.94542179 4 4 +0.92627485 +0.80672391 +0.01951465 +0.83755330 +0.63918884 +0.72943609 +0.89900460 4 2 +0.87659128 +0.93379462 +0.06221161 +0.08426501 +0.94685815 +0.06753123 +0.87791804 4 4 +0.84349552 +0.85405920 +0.08033450 +0.11720480 +0.88442473 +0.06473317 +0.88349867 4 4 +0.81172393 +0.79825663 +0.07572961 +0.19844120 +0.80551318 +0.11079992 +0.88782023 4 4 +0.89375901 +0.88820829 +0.12630580 +0.11578428 +0.92589715 +0.04998789 +0.85859238 4 4 +0.94951463 +0.93026520 +0.07989241 +0.05280255 +0.94086070 +0.01994478 +0.91808991 4 4 +0.94082715 +0.95725629 +0.04968761 +0.05253614 +0.96114672 +0.02919538 +0.91948377 4 4 +0.88604601 +0.85022610 +0.07494341 +0.04620821 +0.93539736 +0.02109103 +0.91297363 4 4 +0.82345037 +0.93878280 +0.07979749 +0.08851743 +0.94512433 +0.07507693 +0.83220617 4 4 +0.86041187 +0.94391173 +0.08714052 +0.07243651 +0.95251673 +0.06183657 +0.83170861 4 4 +0.88295277 +0.96063940 +0.03469888 +0.05308343 +0.94132655 +0.03621744 +0.94473878 4 4 +0.91701441 +0.89370593 +0.04144572 +0.05900345 +0.86787915 +0.04541232 +0.95877648 4 4 +0.88905235 +0.85782161 +0.06494307 +0.10722871 +0.84876532 +0.06445359 +0.92353353 4 4 +0.91497861 +0.91869275 +0.05408360 +0.07052484 +0.90893064 +0.04706085 +0.93411586 4 4 +0.91083075 +0.96654160 +0.03488416 +0.06417294 +0.95592124 +0.04542168 +0.90912718 4 4 +0.91376895 +0.88666743 +0.04708448 +0.10612892 +0.86212275 +0.08171392 +0.94616910 4 4 +0.76813138 +0.90240235 +0.07521714 +0.11832202 +0.91775864 +0.10899596 +0.77870656 4 4 +0.86133984 +0.89673937 +0.05735616 +0.13801866 +0.90215955 +0.10028182 +0.90138446 4 4 +0.07260955 +0.10130628 +0.68757798 +0.86672664 +0.83393818 +0.02996945 +0.91826788 5 5 +0.09443053 +0.12978118 +0.59576412 +0.85042921 +0.84687738 +0.03590579 +0.87439276 5 5 +0.09828284 +0.07753638 +0.62009069 +0.79068104 +0.80277471 +0.01438729 +0.87148617 5 5 +0.07660799 +0.09063813 +0.59600233 +0.82906470 +0.86498930 +0.01961679 +0.89052886 5 5 +0.07864255 +0.09748194 +0.55036227 +0.78957329 +0.84605884 +0.01995773 +0.85818362 5 5 +0.13671841 +0.14293883 +0.59649437 +0.86174833 +0.83926872 +0.05261865 +0.89358221 5 5 +0.05859771 +0.08607023 +0.64355020 +0.82596618 +0.89253453 +0.01431733 +0.91114132 5 5 +0.07369093 +0.08891960 +0.66891244 +0.85512475 +0.85620721 +0.01748860 +0.91249568 5 5 +0.08094872 +0.08740922 +0.57835461 +0.80275621 +0.84068262 +0.01857099 +0.86875755 5 5 +0.06834239 +0.11430285 +0.58772913 +0.80202979 +0.87939788 +0.01833563 +0.87037932 5 5 +0.09673030 +0.09333833 +0.54438079 +0.72314324 +0.77262333 +0.02921177 +0.77389156 5 5 +0.07454216 +0.09133051 +0.62256598 +0.84487047 +0.87159396 +0.02055333 +0.90391281 5 5 +0.14010787 +0.13379879 +0.68077656 +0.83335511 +0.78777119 +0.01676036 +0.84777962 5 5 +0.15970355 +0.28380745 +0.50061783 +0.74172156 +0.82348546 +0.03693540 +0.79752051 5 5 +0.08356778 +0.11419115 +0.50876280 +0.58919909 +0.70420757 +0.02155819 +0.76246035 5 5 +0.08250465 +0.08718582 +0.65534206 +0.84410920 +0.84436911 +0.01530933 +0.90009758 5 5 +0.05847693 +0.09199996 +0.63145619 +0.81425951 +0.88892816 +0.01381419 +0.90305072 5 5 +0.18170683 +0.17556716 +0.55291927 +0.86052952 +0.81740387 +0.07754289 +0.87959532 5 5 +0.09559162 +0.12102474 +0.54492490 +0.81333527 +0.83773337 +0.03552297 +0.83280019 5 5 +0.09160189 +0.10557606 +0.58877632 +0.81874582 +0.83372822 +0.02457880 +0.84835679 5 5 +0.07973852 +0.09538168 +0.57302497 +0.81856413 +0.86036439 +0.02133805 +0.87787376 5 5 +0.10448065 +0.10133481 +0.61366621 +0.80767755 +0.80962047 +0.02087914 +0.83760606 5 5 +0.12654675 +0.10520305 +0.61549368 +0.77670478 +0.77656082 +0.02396114 +0.80031651 5 5 +0.11099864 +0.10476957 +0.60168346 +0.78710850 +0.79460480 +0.02429156 +0.80883875 5 5 +0.08668211 +0.12810406 +0.64830219 +0.86063541 +0.83320994 +0.02965241 +0.88814069 5 5 +0.09773977 +0.11746986 +0.54275736 +0.82264218 +0.84914928 +0.03388330 +0.85699248 5 5 +0.10845061 +0.16680770 +0.51612799 +0.80638361 +0.82581813 +0.06241188 +0.77860442 5 5 +0.11617157 +0.14407806 +0.58657084 +0.83804020 +0.87493404 +0.03559483 +0.86911030 5 5 +0.10032663 +0.13768428 +0.56572940 +0.80628206 +0.82108846 +0.03820258 +0.79130974 5 5 +0.07739344 +0.16335241 +0.58348311 +0.79073887 +0.88396560 +0.02318499 +0.84354926 5 5 +0.10939993 +0.18020527 +0.60264946 +0.82997395 +0.81911426 +0.03982285 +0.79031653 5 5 +0.08563307 +0.10523689 +0.59241146 +0.84334177 +0.86882634 +0.02722471 +0.89199206 5 5 +0.08849305 +0.07988787 +0.60037358 +0.79003576 +0.81685746 +0.01555830 +0.86868587 5 5 +0.08909770 +0.10490169 +0.67529000 +0.85346132 +0.82939874 +0.01706595 +0.89384958 5 5 +0.08744922 +0.10557115 +0.58855921 +0.83086409 +0.84769299 +0.02529217 +0.86734450 5 5 +0.07733912 +0.08957439 +0.57304890 +0.80425711 +0.85055469 +0.01846305 +0.87370367 5 5 +0.07433498 +0.08930064 +0.60826041 +0.83500847 +0.87022809 +0.01915734 +0.89794761 5 5 +0.07669773 +0.09564701 +0.58972306 +0.82888041 +0.87228734 +0.02103877 +0.88942311 5 5 +0.07342750 +0.09099287 +0.57502758 +0.75502209 +0.82123572 +0.01370219 +0.86804349 5 5 +0.08873011 +0.09852508 +0.55441760 +0.79012433 +0.82589769 +0.02546760 +0.83301548 5 5 +0.13051031 +0.16607707 +0.64749576 +0.82681291 +0.79958226 +0.02570870 +0.80444454 5 5 +0.07017952 +0.09118101 +0.67459275 +0.85978405 +0.85945350 +0.02059815 +0.91733729 5 5 +0.14153417 +0.17354064 +0.46564046 +0.74420611 +0.79966784 +0.03608653 +0.78390989 5 5 +0.10251879 +0.13111709 +0.53613728 +0.82142457 +0.84107966 +0.04141967 +0.83891666 5 5 +0.06729805 +0.08242003 +0.62771639 +0.83328099 +0.87712515 +0.01570776 +0.90820101 5 5 +0.08751127 +0.11176346 +0.59931684 +0.84738758 +0.85733820 +0.02910252 +0.88610541 5 5 +0.28389715 +0.22052147 +0.57182873 +0.85073419 +0.82660082 +0.06833354 +0.85045741 5 5 +0.08406442 +0.10835600 +0.59507120 +0.83782279 +0.87958303 +0.02595221 +0.88894920 5 5 +0.12571561 +0.13645050 +0.53557659 +0.83162050 +0.85261057 +0.04032776 +0.86235025 5 5 +0.07861982 +0.14428067 +0.53956729 +0.76171354 +0.84785551 +0.02084743 +0.82608808 5 5 +0.08220884 +0.10972383 +0.63990493 +0.85604402 +0.84951422 +0.02517152 +0.89562876 5 5 +0.09112341 +0.10751110 +0.53803328 +0.80649789 +0.84451742 +0.02866279 +0.85018258 5 5 +0.07207924 +0.10153641 +0.59203910 +0.81964231 +0.87975195 +0.01959131 +0.88411132 5 5 +0.15769384 +0.15656457 +0.48138152 +0.80347640 +0.82336142 +0.05058426 +0.82529853 5 5 +0.08525243 +0.09891672 +0.53750395 +0.78715933 +0.83537569 +0.02415655 +0.84369429 5 5 +0.08200858 +0.09244304 +0.53566076 +0.75155340 +0.81215712 +0.02079661 +0.83027979 5 5 +0.08796677 +0.09247789 +0.57221960 +0.79506171 +0.82629252 +0.02178055 +0.84603957 5 5 +0.08623750 +0.10586981 +0.57812265 +0.83405642 +0.87013981 +0.02615614 +0.88432322 5 5 +0.08182539 +0.08034025 +0.62128907 +0.76873821 +0.80959924 +0.01060425 +0.89816821 5 5
Alphabetic index Hierarchy of classes