Data
GTSRB-HOG02

GTSRB-HOG02

active ARFF The data is free to use (when citing the publication). Visibility: public Uploaded 24-07-2019 by Matthias Feurer
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
The German Traffic Sign Benchmark is a multi-class, single-image classification challenge held at the International Joint Conference on Neural Networks (IJCNN) 2011. We cordially invite researchers from relevant fields to participate: The competition is designed to allow for participation without special domain knowledge. # Pre-calculated features To allow scientists without a background in image processing to participate, we several provide pre-calculated feature sets. Each feature set contains the same directory structure as the training image set. For details on the parameters of the feature algorithm, please have a look at the file Feature_description.txt which is part of each archive file. \# HOG features The file contains three sets of differently configured HOG features (Histograms of Oriented Gradients). The sets contain feature vectors of length 1568, 1568, and 2916 respectively. The features were calculated using the source code from http://pascal.inrialpes.fr/soft/olt/. For detailed information on HOG, we refer to N. Dalal and B. Triggs. Histograms of Oriented Gradients for Human Detection. IEEE Conference on Computer Vision and Pattern Recognition, pages 886-893, 2005

1569 features

class (target)nominal43 unique values
0 missing
pixel-00000numeric47180 unique values
0 missing
pixel-00256numeric49436 unique values
0 missing
pixel-00512numeric49568 unique values
0 missing
pixel-00768numeric48049 unique values
0 missing
pixel-01024numeric49882 unique values
0 missing
pixel-01280numeric50006 unique values
0 missing
pixel-01536numeric49186 unique values
0 missing
pixel-00001numeric46820 unique values
0 missing
pixel-00257numeric49304 unique values
0 missing
pixel-00513numeric49509 unique values
0 missing
pixel-00769numeric49237 unique values
0 missing
pixel-01025numeric49406 unique values
0 missing
pixel-01281numeric49605 unique values
0 missing
pixel-01537numeric49401 unique values
0 missing
pixel-00002numeric46896 unique values
0 missing
pixel-00258numeric48914 unique values
0 missing
pixel-00514numeric48595 unique values
0 missing
pixel-00770numeric49565 unique values
0 missing
pixel-01026numeric49681 unique values
0 missing
pixel-01282numeric49117 unique values
0 missing
pixel-01538numeric48663 unique values
0 missing
pixel-00003numeric47061 unique values
0 missing
pixel-00259numeric48009 unique values
0 missing
pixel-00515numeric48968 unique values
0 missing
pixel-00771numeric49163 unique values
0 missing
pixel-01027numeric49271 unique values
0 missing
pixel-01283numeric47513 unique values
0 missing
pixel-01539numeric48886 unique values
0 missing
pixel-00004numeric46713 unique values
0 missing
pixel-00260numeric48079 unique values
0 missing
pixel-00516numeric49457 unique values
0 missing
pixel-00772numeric49190 unique values
0 missing
pixel-01028numeric49461 unique values
0 missing
pixel-01284numeric49265 unique values
0 missing
pixel-01540numeric49593 unique values
0 missing
pixel-00005numeric45783 unique values
0 missing
pixel-00261numeric47519 unique values
0 missing
pixel-00517numeric49491 unique values
0 missing
pixel-00773numeric49246 unique values
0 missing
pixel-01029numeric48899 unique values
0 missing
pixel-01285numeric48218 unique values
0 missing
pixel-01541numeric49767 unique values
0 missing
pixel-00006numeric45869 unique values
0 missing
pixel-00262numeric46884 unique values
0 missing
pixel-00518numeric46992 unique values
0 missing
pixel-00774numeric47646 unique values
0 missing
pixel-01030numeric48950 unique values
0 missing
pixel-01286numeric49068 unique values
0 missing
pixel-01542numeric48641 unique values
0 missing
pixel-00007numeric46855 unique values
0 missing
pixel-00263numeric48372 unique values
0 missing
pixel-00519numeric47103 unique values
0 missing
pixel-00775numeric48888 unique values
0 missing
pixel-01031numeric49233 unique values
0 missing
pixel-01287numeric49504 unique values
0 missing
pixel-01543numeric48573 unique values
0 missing
pixel-00008numeric47579 unique values
0 missing
pixel-00264numeric49563 unique values
0 missing
pixel-00520numeric49291 unique values
0 missing
pixel-00776numeric47721 unique values
0 missing
pixel-01032numeric50247 unique values
0 missing
pixel-01288numeric49536 unique values
0 missing
pixel-01544numeric48794 unique values
0 missing
pixel-00009numeric47346 unique values
0 missing
pixel-00265numeric49074 unique values
0 missing
pixel-00521numeric49185 unique values
0 missing
pixel-00777numeric48797 unique values
0 missing
pixel-01033numeric49708 unique values
0 missing
pixel-01289numeric49460 unique values
0 missing
pixel-01545numeric48371 unique values
0 missing
pixel-00010numeric47190 unique values
0 missing
pixel-00266numeric47336 unique values
0 missing
pixel-00522numeric48111 unique values
0 missing
pixel-00778numeric48198 unique values
0 missing
pixel-01034numeric49776 unique values
0 missing
pixel-01290numeric49802 unique values
0 missing
pixel-01546numeric47960 unique values
0 missing
pixel-00011numeric47184 unique values
0 missing
pixel-00267numeric48584 unique values
0 missing
pixel-00523numeric50088 unique values
0 missing
pixel-00779numeric48931 unique values
0 missing
pixel-01035numeric48879 unique values
0 missing
pixel-01291numeric45204 unique values
0 missing
pixel-01547numeric48366 unique values
0 missing
pixel-00012numeric46851 unique values
0 missing
pixel-00268numeric48614 unique values
0 missing
pixel-00524numeric49817 unique values
0 missing
pixel-00780numeric48977 unique values
0 missing
pixel-01036numeric50142 unique values
0 missing
pixel-01292numeric48277 unique values
0 missing
pixel-01548numeric48654 unique values
0 missing
pixel-00013numeric46194 unique values
0 missing
pixel-00269numeric47843 unique values
0 missing
pixel-00525numeric49029 unique values
0 missing
pixel-00781numeric48360 unique values
0 missing
pixel-01037numeric48882 unique values
0 missing
pixel-01293numeric49396 unique values
0 missing
pixel-01549numeric48721 unique values
0 missing
pixel-00014numeric46410 unique values
0 missing
pixel-00270numeric45475 unique values
0 missing
pixel-00526numeric44705 unique values
0 missing
pixel-00782numeric47728 unique values
0 missing
pixel-01038numeric48996 unique values
0 missing
pixel-01294numeric49049 unique values
0 missing
pixel-01550numeric48657 unique values
0 missing
pixel-00015numeric47236 unique values
0 missing
pixel-00271numeric48490 unique values
0 missing
pixel-00527numeric49216 unique values
0 missing
pixel-00783numeric48508 unique values
0 missing
pixel-01039numeric49689 unique values
0 missing
pixel-01295numeric46040 unique values
0 missing
pixel-01551numeric48542 unique values
0 missing
pixel-00016numeric47593 unique values
0 missing
pixel-00272numeric49316 unique values
0 missing
pixel-00528numeric49524 unique values
0 missing
pixel-00784numeric48436 unique values
0 missing
pixel-01040numeric50004 unique values
0 missing
pixel-01296numeric49935 unique values
0 missing
pixel-01552numeric48423 unique values
0 missing
pixel-00017numeric47157 unique values
0 missing
pixel-00273numeric49454 unique values
0 missing
pixel-00529numeric49221 unique values
0 missing
pixel-00785numeric49187 unique values
0 missing
pixel-01041numeric48506 unique values
0 missing
pixel-01297numeric49409 unique values
0 missing
pixel-01553numeric48544 unique values
0 missing
pixel-00018numeric47225 unique values
0 missing
pixel-00274numeric49097 unique values
0 missing
pixel-00530numeric48896 unique values
0 missing
pixel-00786numeric49555 unique values
0 missing
pixel-01042numeric48721 unique values
0 missing
pixel-01298numeric45308 unique values
0 missing
pixel-01554numeric48709 unique values
0 missing
pixel-00019numeric47307 unique values
0 missing
pixel-00275numeric47143 unique values
0 missing
pixel-00531numeric48936 unique values
0 missing
pixel-00787numeric48689 unique values
0 missing
pixel-01043numeric49355 unique values
0 missing
pixel-01299numeric48963 unique values
0 missing
pixel-01555numeric48886 unique values
0 missing
pixel-00020numeric47053 unique values
0 missing
pixel-00276numeric48309 unique values
0 missing
pixel-00532numeric50098 unique values
0 missing
pixel-00788numeric49052 unique values
0 missing
pixel-01044numeric49321 unique values
0 missing
pixel-01300numeric49075 unique values
0 missing
pixel-01556numeric49042 unique values
0 missing
pixel-00021numeric45927 unique values
0 missing
pixel-00277numeric48118 unique values
0 missing
pixel-00533numeric49944 unique values
0 missing
pixel-00789numeric48009 unique values
0 missing
pixel-01045numeric48116 unique values
0 missing
pixel-01301numeric46536 unique values
0 missing
pixel-01557numeric48776 unique values
0 missing
pixel-00022numeric46018 unique values
0 missing
pixel-00278numeric47788 unique values
0 missing
pixel-00534numeric49056 unique values
0 missing
pixel-00790numeric48590 unique values
0 missing
pixel-01046numeric48634 unique values
0 missing
pixel-01302numeric44287 unique values
0 missing
pixel-01558numeric48218 unique values
0 missing
pixel-00023numeric47211 unique values
0 missing
pixel-00279numeric47020 unique values
0 missing
pixel-00535numeric45039 unique values
0 missing
pixel-00791numeric48685 unique values
0 missing
pixel-01047numeric49932 unique values
0 missing
pixel-01303numeric49770 unique values
0 missing
pixel-01559numeric48014 unique values
0 missing
pixel-00024numeric48330 unique values
0 missing
pixel-00280numeric49468 unique values
0 missing
pixel-00536numeric48871 unique values
0 missing
pixel-00792numeric47689 unique values
0 missing
pixel-01048numeric50251 unique values
0 missing
pixel-01304numeric49213 unique values
0 missing
pixel-01560numeric48256 unique values
0 missing
pixel-00025numeric48237 unique values
0 missing
pixel-00281numeric49406 unique values
0 missing
pixel-00537numeric48787 unique values
0 missing
pixel-00793numeric47854 unique values
0 missing
pixel-01049numeric49517 unique values
0 missing
pixel-01305numeric49385 unique values
0 missing
pixel-01561numeric48043 unique values
0 missing
pixel-00026numeric47902 unique values
0 missing
pixel-00282numeric47917 unique values
0 missing
pixel-00538numeric49230 unique values
0 missing
pixel-00794numeric49332 unique values
0 missing
pixel-01050numeric49355 unique values
0 missing
pixel-01306numeric48342 unique values
0 missing
pixel-01562numeric47923 unique values
0 missing
pixel-00027numeric47543 unique values
0 missing
pixel-00283numeric47817 unique values
0 missing
pixel-00539numeric49737 unique values
0 missing
pixel-00795numeric48283 unique values
0 missing
pixel-01051numeric48766 unique values
0 missing
pixel-01307numeric48352 unique values
0 missing
pixel-01563numeric48220 unique values
0 missing
pixel-00028numeric47433 unique values
0 missing
pixel-00284numeric49497 unique values
0 missing
pixel-00540numeric50069 unique values
0 missing
pixel-00796numeric48649 unique values
0 missing
pixel-01052numeric49841 unique values
0 missing
pixel-01308numeric49830 unique values
0 missing
pixel-01564numeric48185 unique values
0 missing
pixel-00029numeric46630 unique values
0 missing
pixel-00285numeric49184 unique values
0 missing
pixel-00541numeric49177 unique values
0 missing
pixel-00797numeric47206 unique values
0 missing
pixel-01053numeric49499 unique values
0 missing
pixel-01309numeric49666 unique values
0 missing
pixel-01565numeric47831 unique values
0 missing
pixel-00030numeric46528 unique values
0 missing
pixel-00286numeric46470 unique values
0 missing
pixel-00542numeric45492 unique values
0 missing
pixel-00798numeric47923 unique values
0 missing
pixel-01054numeric48524 unique values
0 missing
pixel-01310numeric47794 unique values
0 missing
pixel-01566numeric47960 unique values
0 missing
pixel-00031numeric47782 unique values
0 missing
pixel-00287numeric46801 unique values
0 missing
pixel-00543numeric48170 unique values
0 missing
pixel-00799numeric48504 unique values
0 missing
pixel-01055numeric50181 unique values
0 missing
pixel-01311numeric48320 unique values
0 missing
pixel-01567numeric48025 unique values
0 missing
pixel-00032numeric48387 unique values
0 missing
pixel-00288numeric49834 unique values
0 missing
pixel-00544numeric49530 unique values
0 missing
pixel-00800numeric48548 unique values
0 missing
pixel-01056numeric50356 unique values
0 missing
pixel-01312numeric49737 unique values
0 missing
pixel-00033numeric47935 unique values
0 missing
pixel-00289numeric49146 unique values
0 missing
pixel-00545numeric49595 unique values
0 missing
pixel-00801numeric49459 unique values
0 missing
pixel-01057numeric49905 unique values
0 missing
pixel-01313numeric50204 unique values
0 missing
pixel-00034numeric47661 unique values
0 missing
pixel-00290numeric45409 unique values
0 missing
pixel-00546numeric47419 unique values
0 missing
pixel-00802numeric48835 unique values
0 missing
pixel-01058numeric50200 unique values
0 missing
pixel-01314numeric49816 unique values
0 missing
pixel-00035numeric47446 unique values
0 missing
pixel-00291numeric49122 unique values
0 missing
pixel-00547numeric50242 unique values
0 missing
pixel-00803numeric49928 unique values
0 missing
pixel-01059numeric46614 unique values
0 missing
pixel-01315numeric45492 unique values
0 missing
pixel-00036numeric47201 unique values
0 missing
pixel-00292numeric49031 unique values
0 missing
pixel-00548numeric50020 unique values
0 missing
pixel-00804numeric49527 unique values
0 missing
pixel-01060numeric49990 unique values
0 missing
pixel-01316numeric47758 unique values
0 missing
pixel-00037numeric46526 unique values
0 missing
pixel-00293numeric48492 unique values
0 missing
pixel-00549numeric49584 unique values
0 missing
pixel-00805numeric48420 unique values
0 missing
pixel-01061numeric49899 unique values
0 missing
pixel-01317numeric49785 unique values
0 missing
pixel-00038numeric46629 unique values
0 missing
pixel-00294numeric44007 unique values
0 missing
pixel-00550numeric45866 unique values
0 missing
pixel-00806numeric48836 unique values
0 missing
pixel-01062numeric49359 unique values
0 missing
pixel-01318numeric49618 unique values
0 missing
pixel-00039numeric47906 unique values
0 missing
pixel-00295numeric49171 unique values
0 missing
pixel-00551numeric49742 unique values
0 missing
pixel-00807numeric48954 unique values
0 missing
pixel-01063numeric49166 unique values
0 missing
pixel-01319numeric47040 unique values
0 missing
pixel-00040numeric48791 unique values
0 missing
pixel-00296numeric49645 unique values
0 missing
pixel-00552numeric49377 unique values
0 missing
pixel-00808numeric48551 unique values
0 missing
pixel-01064numeric49583 unique values
0 missing
pixel-01320numeric48612 unique values
0 missing
pixel-00041numeric48311 unique values
0 missing
pixel-00297numeric49289 unique values
0 missing
pixel-00553numeric47826 unique values
0 missing
pixel-00809numeric49612 unique values
0 missing
pixel-01065numeric49228 unique values
0 missing
pixel-01321numeric48940 unique values
0 missing
pixel-00042numeric47758 unique values
0 missing
pixel-00298numeric42334 unique values
0 missing
pixel-00554numeric47930 unique values
0 missing
pixel-00810numeric49638 unique values
0 missing
pixel-01066numeric49652 unique values
0 missing
pixel-01322numeric48990 unique values
0 missing
pixel-00043numeric47658 unique values
0 missing
pixel-00299numeric49387 unique values
0 missing
pixel-00555numeric50229 unique values
0 missing
pixel-00811numeric50346 unique values
0 missing
pixel-01067numeric43164 unique values
0 missing
pixel-01323numeric47435 unique values
0 missing
pixel-00044numeric47255 unique values
0 missing
pixel-00300numeric49107 unique values
0 missing
pixel-00556numeric50010 unique values
0 missing
pixel-00812numeric49861 unique values
0 missing
pixel-01068numeric49189 unique values
0 missing
pixel-01324numeric48343 unique values
0 missing
pixel-00045numeric46537 unique values
0 missing
pixel-00301numeric48703 unique values
0 missing
pixel-00557numeric48726 unique values
0 missing
pixel-00813numeric48733 unique values
0 missing
pixel-01069numeric49489 unique values
0 missing
pixel-01325numeric49559 unique values
0 missing
pixel-00046numeric46461 unique values
0 missing
pixel-00302numeric41306 unique values
0 missing
pixel-00558numeric47463 unique values
0 missing
pixel-00814numeric49437 unique values
0 missing
pixel-01070numeric49911 unique values
0 missing
pixel-01326numeric49566 unique values
0 missing
pixel-00047numeric48396 unique values
0 missing
pixel-00303numeric49648 unique values
0 missing
pixel-00559numeric49621 unique values
0 missing
pixel-00815numeric49668 unique values
0 missing
pixel-01071numeric43720 unique values
0 missing
pixel-01327numeric47859 unique values
0 missing
pixel-00048numeric48957 unique values
0 missing
pixel-00304numeric49445 unique values
0 missing
pixel-00560numeric48530 unique values
0 missing
pixel-00816numeric48441 unique values
0 missing
pixel-01072numeric49802 unique values
0 missing
pixel-01328numeric49152 unique values
0 missing
pixel-00049numeric48671 unique values
0 missing
pixel-00305numeric49071 unique values
0 missing
pixel-00561numeric49518 unique values
0 missing
pixel-00817numeric48974 unique values
0 missing
pixel-01073numeric49301 unique values
0 missing
pixel-01329numeric49415 unique values
0 missing
pixel-00050numeric48243 unique values
0 missing
pixel-00306numeric47048 unique values
0 missing
pixel-00562numeric49197 unique values
0 missing
pixel-00818numeric49537 unique values
0 missing
pixel-01074numeric49665 unique values
0 missing
pixel-01330numeric48857 unique values
0 missing
pixel-00051numeric47900 unique values
0 missing
pixel-00307numeric49356 unique values
0 missing
pixel-00563numeric49869 unique values
0 missing
pixel-00819numeric49197 unique values
0 missing
pixel-01075numeric46159 unique values
0 missing
pixel-01331numeric48291 unique values
0 missing
pixel-00052numeric47592 unique values
0 missing
pixel-00308numeric49158 unique values
0 missing
pixel-00564numeric49660 unique values
0 missing
pixel-00820numeric48940 unique values
0 missing
pixel-01076numeric49983 unique values
0 missing
pixel-01332numeric49679 unique values
0 missing
pixel-00053numeric46716 unique values
0 missing
pixel-00309numeric48575 unique values
0 missing
pixel-00565numeric49130 unique values
0 missing
pixel-00821numeric48178 unique values
0 missing
pixel-01077numeric49226 unique values
0 missing
pixel-01333numeric49810 unique values
0 missing
pixel-00054numeric46628 unique values
0 missing
pixel-00310numeric44948 unique values
0 missing
pixel-00566numeric45973 unique values
0 missing
pixel-00822numeric48279 unique values
0 missing
pixel-01078numeric49392 unique values
0 missing
pixel-01334numeric48950 unique values
0 missing
pixel-00055numeric48292 unique values
0 missing
pixel-00311numeric48571 unique values
0 missing
pixel-00567numeric48658 unique values
0 missing
pixel-00823numeric49537 unique values
0 missing
pixel-01079numeric49669 unique values
0 missing
pixel-01335numeric48365 unique values
0 missing
pixel-00056numeric49425 unique values
0 missing
pixel-00312numeric49549 unique values
0 missing
pixel-00568numeric48739 unique values
0 missing
pixel-00824numeric49170 unique values
0 missing
pixel-01080numeric49812 unique values
0 missing
pixel-01336numeric48910 unique values
0 missing
pixel-00057numeric48980 unique values
0 missing
pixel-00313numeric49253 unique values
0 missing
pixel-00569numeric49117 unique values
0 missing
pixel-00825numeric49286 unique values
0 missing
pixel-01081numeric49278 unique values
0 missing
pixel-01337numeric48646 unique values
0 missing
pixel-00058numeric48020 unique values
0 missing
pixel-00314numeric45527 unique values
0 missing
pixel-00570numeric47977 unique values
0 missing
pixel-00826numeric49493 unique values
0 missing
pixel-01082numeric50438 unique values
0 missing
pixel-01338numeric48330 unique values
0 missing
pixel-00059numeric48298 unique values
0 missing
pixel-00315numeric50034 unique values
0 missing
pixel-00571numeric49606 unique values
0 missing
pixel-00827numeric49733 unique values
0 missing
pixel-01083numeric43237 unique values
0 missing
pixel-01339numeric48312 unique values
0 missing
pixel-00060numeric48534 unique values
0 missing
pixel-00316numeric49991 unique values
0 missing
pixel-00572numeric49613 unique values
0 missing
pixel-00828numeric49589 unique values
0 missing
pixel-01084numeric48762 unique values
0 missing
pixel-01340numeric48805 unique values
0 missing
pixel-00061numeric47362 unique values
0 missing
pixel-00317numeric48768 unique values
0 missing
pixel-00573numeric48656 unique values
0 missing
pixel-00829numeric48528 unique values
0 missing
pixel-01085numeric49552 unique values
0 missing
pixel-01341numeric49309 unique values
0 missing
pixel-00062numeric46109 unique values
0 missing
pixel-00318numeric43729 unique values
0 missing
pixel-00574numeric48338 unique values
0 missing
pixel-00830numeric48402 unique values
0 missing
pixel-01086numeric49520 unique values
0 missing
pixel-01342numeric49159 unique values
0 missing
pixel-00063numeric48764 unique values
0 missing
pixel-00319numeric49640 unique values
0 missing
pixel-00575numeric48838 unique values
0 missing
pixel-00831numeric48927 unique values
0 missing
pixel-01087numeric44559 unique values
0 missing
pixel-01343numeric48448 unique values
0 missing
pixel-00064numeric49160 unique values
0 missing
pixel-00320numeric49576 unique values
0 missing
pixel-00576numeric49990 unique values
0 missing
pixel-00832numeric46778 unique values
0 missing
pixel-01088numeric48967 unique values
0 missing
pixel-01344numeric47567 unique values
0 missing
pixel-00065numeric48601 unique values
0 missing
pixel-00321numeric48753 unique values
0 missing
pixel-00577numeric47174 unique values
0 missing
pixel-00833numeric49646 unique values
0 missing
pixel-01089numeric50003 unique values
0 missing
pixel-01345numeric47642 unique values
0 missing
pixel-00066numeric47886 unique values
0 missing
pixel-00322numeric41804 unique values
0 missing
pixel-00578numeric48111 unique values
0 missing
pixel-00834numeric49660 unique values
0 missing
pixel-01090numeric49910 unique values
0 missing
pixel-01346numeric47718 unique values
0 missing
pixel-00067numeric47856 unique values
0 missing
pixel-00323numeric48841 unique values
0 missing
pixel-00579numeric50318 unique values
0 missing
pixel-00835numeric50165 unique values
0 missing
pixel-01091numeric43775 unique values
0 missing
pixel-01347numeric47699 unique values
0 missing
pixel-00068numeric47499 unique values
0 missing
pixel-00324numeric49171 unique values
0 missing
pixel-00580numeric50412 unique values
0 missing
pixel-00836numeric49423 unique values
0 missing
pixel-01092numeric47936 unique values
0 missing
pixel-01348numeric47277 unique values
0 missing
pixel-00069numeric46633 unique values
0 missing
pixel-00325numeric48508 unique values
0 missing
pixel-00581numeric48566 unique values
0 missing
pixel-00837numeric49177 unique values
0 missing
pixel-01093numeric49127 unique values
0 missing
pixel-01349numeric46226 unique values
0 missing
pixel-00070numeric46351 unique values
0 missing
pixel-00326numeric40105 unique values
0 missing
pixel-00582numeric48457 unique values
0 missing
pixel-00838numeric49726 unique values
0 missing
pixel-01094numeric49573 unique values
0 missing
pixel-01350numeric46250 unique values
0 missing
pixel-00071numeric48732 unique values
0 missing
pixel-00327numeric49575 unique values
0 missing
pixel-00583numeric49710 unique values
0 missing
pixel-00839numeric49549 unique values
0 missing
pixel-01095numeric44522 unique values
0 missing
pixel-01351numeric47071 unique values
0 missing
pixel-00072numeric49041 unique values
0 missing
pixel-00328numeric49347 unique values
0 missing
pixel-00584numeric49150 unique values
0 missing
pixel-00840numeric43831 unique values
0 missing
pixel-01096numeric48828 unique values
0 missing
pixel-01352numeric47762 unique values
0 missing
pixel-00073numeric48623 unique values
0 missing
pixel-00329numeric43605 unique values
0 missing
pixel-00585numeric47954 unique values
0 missing
pixel-00841numeric49772 unique values
0 missing
pixel-01097numeric49225 unique values
0 missing
pixel-01353numeric48377 unique values
0 missing
pixel-00074numeric47613 unique values
0 missing
pixel-00330numeric48197 unique values
0 missing
pixel-00586numeric48809 unique values
0 missing
pixel-00842numeric49591 unique values
0 missing
pixel-01098numeric49054 unique values
0 missing
pixel-01354numeric48724 unique values
0 missing
pixel-00075numeric47628 unique values
0 missing
pixel-00331numeric49518 unique values
0 missing
pixel-00587numeric50272 unique values
0 missing
pixel-00843numeric48985 unique values
0 missing
pixel-01099numeric47370 unique values
0 missing
pixel-01355numeric48746 unique values
0 missing
pixel-00076numeric47550 unique values
0 missing
pixel-00332numeric48879 unique values
0 missing
pixel-00588numeric49769 unique values
0 missing
pixel-00844numeric43540 unique values
0 missing
pixel-01100numeric48561 unique values
0 missing
pixel-01356numeric47869 unique values
0 missing
pixel-00077numeric46688 unique values
0 missing
pixel-00333numeric42954 unique values
0 missing
pixel-00589numeric48321 unique values
0 missing
pixel-00845numeric50054 unique values
0 missing
pixel-01101numeric49383 unique values
0 missing
pixel-01357numeric46711 unique values
0 missing
pixel-00078numeric45977 unique values
0 missing
pixel-00334numeric44578 unique values
0 missing
pixel-00590numeric48977 unique values
0 missing
pixel-00846numeric49361 unique values
0 missing
pixel-01102numeric49770 unique values
0 missing
pixel-01358numeric47123 unique values
0 missing
pixel-00079numeric48722 unique values
0 missing
pixel-00335numeric49189 unique values
0 missing
pixel-00591numeric49514 unique values
0 missing
pixel-00847numeric48763 unique values
0 missing
pixel-01103numeric48128 unique values
0 missing
pixel-01359numeric47567 unique values
0 missing
pixel-00080numeric49574 unique values
0 missing
pixel-00336numeric49669 unique values
0 missing
pixel-00592numeric49165 unique values
0 missing
pixel-00848numeric49568 unique values
0 missing
pixel-01104numeric49249 unique values
0 missing
pixel-01360numeric47031 unique values
0 missing
pixel-00081numeric48998 unique values
0 missing
pixel-00337numeric49169 unique values
0 missing
pixel-00593numeric48504 unique values
0 missing
pixel-00849numeric49542 unique values
0 missing
pixel-01105numeric50001 unique values
0 missing
pixel-01361numeric47094 unique values
0 missing
pixel-00082numeric47329 unique values
0 missing
pixel-00338numeric44477 unique values
0 missing
pixel-00594numeric48380 unique values
0 missing
pixel-00850numeric49496 unique values
0 missing
pixel-01106numeric50213 unique values
0 missing
pixel-01362numeric47147 unique values
0 missing
pixel-00083numeric48849 unique values
0 missing
pixel-00339numeric49420 unique values
0 missing
pixel-00595numeric50205 unique values
0 missing
pixel-00851numeric48472 unique values
0 missing
pixel-01107numeric44543 unique values
0 missing
pixel-01363numeric47305 unique values
0 missing
pixel-00084numeric48763 unique values
0 missing
pixel-00340numeric49713 unique values
0 missing
pixel-00596numeric49811 unique values
0 missing
pixel-00852numeric49550 unique values
0 missing
pixel-01108numeric47505 unique values
0 missing
pixel-01364numeric47171 unique values
0 missing
pixel-00085numeric47202 unique values
0 missing
pixel-00341numeric49554 unique values
0 missing
pixel-00597numeric48507 unique values
0 missing
pixel-00853numeric49365 unique values
0 missing
pixel-01109numeric49594 unique values
0 missing
pixel-01365numeric45920 unique values
0 missing
pixel-00086numeric45309 unique values
0 missing
pixel-00342numeric44573 unique values
0 missing
pixel-00598numeric48815 unique values
0 missing
pixel-00854numeric49085 unique values
0 missing
pixel-01110numeric49844 unique values
0 missing
pixel-01366numeric46103 unique values
0 missing
pixel-00087numeric49133 unique values
0 missing
pixel-00343numeric49932 unique values
0 missing
pixel-00599numeric48850 unique values
0 missing
pixel-00855numeric48791 unique values
0 missing
pixel-01111numeric45212 unique values
0 missing
pixel-01367numeric46826 unique values
0 missing
pixel-00088numeric49507 unique values
0 missing
pixel-00344numeric49655 unique values
0 missing
pixel-00600numeric48700 unique values
0 missing
pixel-00856numeric48825 unique values
0 missing
pixel-01112numeric48171 unique values
0 missing
pixel-01368numeric47338 unique values
0 missing
pixel-00089numeric49042 unique values
0 missing
pixel-00345numeric46303 unique values
0 missing
pixel-00601numeric49267 unique values
0 missing
pixel-00857numeric49335 unique values
0 missing
pixel-01113numeric49259 unique values
0 missing
pixel-01369numeric47494 unique values
0 missing
pixel-00090numeric45530 unique values
0 missing
pixel-00346numeric48358 unique values
0 missing
pixel-00602numeric49373 unique values
0 missing
pixel-00858numeric49250 unique values
0 missing
pixel-01114numeric49139 unique values
0 missing
pixel-01370numeric47750 unique values
0 missing
pixel-00091numeric48767 unique values
0 missing
pixel-00347numeric50166 unique values
0 missing
pixel-00603numeric50361 unique values
0 missing
pixel-00859numeric45706 unique values
0 missing
pixel-01115numeric47321 unique values
0 missing
pixel-01371numeric47954 unique values
0 missing
pixel-00092numeric49095 unique values
0 missing
pixel-00348numeric50090 unique values
0 missing
pixel-00604numeric49416 unique values
0 missing
pixel-00860numeric47538 unique values
0 missing
pixel-01116numeric48340 unique values
0 missing
pixel-01372numeric47495 unique values
0 missing
pixel-00093numeric47579 unique values
0 missing
pixel-00349numeric47674 unique values
0 missing
pixel-00605numeric48866 unique values
0 missing
pixel-00861numeric49699 unique values
0 missing
pixel-01117numeric49669 unique values
0 missing
pixel-01373numeric46475 unique values
0 missing
pixel-00094numeric43102 unique values
0 missing
pixel-00350numeric46280 unique values
0 missing
pixel-00606numeric49359 unique values
0 missing
pixel-00862numeric49508 unique values
0 missing
pixel-01118numeric49868 unique values
0 missing
pixel-01374numeric46522 unique values
0 missing
pixel-00095numeric48972 unique values
0 missing
pixel-00351numeric49392 unique values
0 missing
pixel-00607numeric49769 unique values
0 missing
pixel-00863numeric45755 unique values
0 missing
pixel-01119numeric47467 unique values
0 missing
pixel-01375numeric47072 unique values
0 missing
pixel-00096numeric48926 unique values
0 missing
pixel-00352numeric49656 unique values
0 missing
pixel-00608numeric47844 unique values
0 missing
pixel-00864numeric44847 unique values
0 missing
pixel-01120numeric47461 unique values
0 missing
pixel-01376numeric48071 unique values
0 missing
pixel-00097numeric48411 unique values
0 missing
pixel-00353numeric42620 unique values
0 missing
pixel-00609numeric49043 unique values
0 missing
pixel-00865numeric49543 unique values
0 missing
pixel-01121numeric48603 unique values
0 missing
pixel-01377numeric48706 unique values
0 missing
pixel-00098numeric47616 unique values
0 missing
pixel-00354numeric49109 unique values
0 missing
pixel-00610numeric49558 unique values
0 missing
pixel-00866numeric49849 unique values
0 missing
pixel-01122numeric48615 unique values
0 missing
pixel-01378numeric49209 unique values
0 missing
pixel-00099numeric47714 unique values
0 missing
pixel-00355numeric49558 unique values
0 missing
pixel-00611numeric49330 unique values
0 missing
pixel-00867numeric48411 unique values
0 missing
pixel-01123numeric48336 unique values
0 missing
pixel-01379numeric49331 unique values
0 missing
pixel-00100numeric47476 unique values
0 missing
pixel-00356numeric49474 unique values
0 missing
pixel-00612numeric48728 unique values
0 missing
pixel-00868numeric44015 unique values
0 missing
pixel-01124numeric47295 unique values
0 missing
pixel-01380numeric48363 unique values
0 missing
pixel-00101numeric46609 unique values
0 missing
pixel-00357numeric40048 unique values
0 missing
pixel-00613numeric48756 unique values
0 missing
pixel-00869numeric49359 unique values
0 missing
pixel-01125numeric46553 unique values
0 missing
pixel-01381numeric46769 unique values
0 missing
pixel-00102numeric45710 unique values
0 missing
pixel-00358numeric47235 unique values
0 missing
pixel-00614numeric48821 unique values
0 missing
pixel-00870numeric48972 unique values
0 missing
pixel-01126numeric46459 unique values
0 missing
pixel-01382numeric47056 unique values
0 missing
pixel-00103numeric48606 unique values
0 missing
pixel-00359numeric49340 unique values
0 missing
pixel-00615numeric49794 unique values
0 missing
pixel-00871numeric48163 unique values
0 missing
pixel-01127numeric47094 unique values
0 missing
pixel-01383numeric47607 unique values
0 missing
pixel-00104numeric48842 unique values
0 missing
pixel-00360numeric49687 unique values
0 missing
pixel-00616numeric43894 unique values
0 missing
pixel-00872numeric47864 unique values
0 missing
pixel-01128numeric47216 unique values
0 missing
pixel-01384numeric48465 unique values
0 missing
pixel-00105numeric47394 unique values
0 missing
pixel-00361numeric44729 unique values
0 missing
pixel-00617numeric49764 unique values
0 missing
pixel-00873numeric48949 unique values
0 missing
pixel-01129numeric49385 unique values
0 missing
pixel-01385numeric47494 unique values
0 missing
pixel-00106numeric47850 unique values
0 missing
pixel-00362numeric48768 unique values
0 missing
pixel-00618numeric49395 unique values
0 missing
pixel-00874numeric49208 unique values
0 missing
pixel-01130numeric49510 unique values
0 missing
pixel-01386numeric49217 unique values
0 missing
pixel-00107numeric47939 unique values
0 missing
pixel-00363numeric49729 unique values
0 missing
pixel-00619numeric49466 unique values
0 missing
pixel-00875numeric48156 unique values
0 missing
pixel-01131numeric48838 unique values
0 missing
pixel-01387numeric49468 unique values
0 missing
pixel-00108numeric47387 unique values
0 missing
pixel-00364numeric49696 unique values
0 missing
pixel-00620numeric45527 unique values
0 missing
pixel-00876numeric47613 unique values
0 missing
pixel-01132numeric46682 unique values
0 missing
pixel-01388numeric48563 unique values
0 missing
pixel-00109numeric46149 unique values
0 missing
pixel-00365numeric42143 unique values
0 missing
pixel-00621numeric49367 unique values
0 missing
pixel-00877numeric49602 unique values
0 missing
pixel-01133numeric47722 unique values
0 missing
pixel-01389numeric45807 unique values
0 missing
pixel-00110numeric46523 unique values
0 missing
pixel-00366numeric47400 unique values
0 missing
pixel-00622numeric49705 unique values
0 missing
pixel-00878numeric49468 unique values
0 missing
pixel-01134numeric48276 unique values
0 missing
pixel-01390numeric48219 unique values
0 missing
pixel-00111numeric48514 unique values
0 missing
pixel-00367numeric49448 unique values
0 missing
pixel-00623numeric48349 unique values
0 missing
pixel-00879numeric48690 unique values
0 missing
pixel-01135numeric47522 unique values
0 missing
pixel-01391numeric49049 unique values
0 missing
pixel-00112numeric49291 unique values
0 missing
pixel-00368numeric49923 unique values
0 missing
pixel-00624numeric46949 unique values
0 missing
pixel-00880numeric48482 unique values
0 missing
pixel-01136numeric47470 unique values
0 missing
pixel-01392numeric47738 unique values
0 missing
pixel-00113numeric48518 unique values
0 missing
pixel-00369numeric45468 unique values
0 missing
pixel-00625numeric49922 unique values
0 missing
pixel-00881numeric49852 unique values
0 missing
pixel-01137numeric48331 unique values
0 missing
pixel-01393numeric48033 unique values
0 missing
pixel-00114numeric44998 unique values
0 missing
pixel-00370numeric48470 unique values
0 missing
pixel-00626numeric50101 unique values
0 missing
pixel-00882numeric49643 unique values
0 missing
pixel-01138numeric48328 unique values
0 missing
pixel-01394numeric48560 unique values
0 missing
pixel-00115numeric48723 unique values
0 missing
pixel-00371numeric50433 unique values
0 missing
pixel-00627numeric50103 unique values
0 missing
pixel-00883numeric45363 unique values
0 missing
pixel-01139numeric48078 unique values
0 missing
pixel-01395numeric48704 unique values
0 missing
pixel-00116numeric48675 unique values
0 missing
pixel-00372numeric50192 unique values
0 missing
pixel-00628numeric49012 unique values
0 missing
pixel-00884numeric47265 unique values
0 missing
pixel-01140numeric47160 unique values
0 missing
pixel-01396numeric48273 unique values
0 missing
pixel-00117numeric47315 unique values
0 missing
pixel-00373numeric44875 unique values
0 missing
pixel-00629numeric49343 unique values
0 missing
pixel-00885numeric49088 unique values
0 missing
pixel-01141numeric46501 unique values
0 missing
pixel-01397numeric46764 unique values
0 missing
pixel-00118numeric41880 unique values
0 missing
pixel-00374numeric47002 unique values
0 missing
pixel-00630numeric49370 unique values
0 missing
pixel-00886numeric48607 unique values
0 missing
pixel-01142numeric46413 unique values
0 missing
pixel-01398numeric46828 unique values
0 missing
pixel-00119numeric48871 unique values
0 missing
pixel-00375numeric49284 unique values
0 missing
pixel-00631numeric49956 unique values
0 missing
pixel-00887numeric45938 unique values
0 missing
pixel-01143numeric47112 unique values
0 missing
pixel-01399numeric47329 unique values
0 missing
pixel-00120numeric49166 unique values
0 missing
pixel-00376numeric49377 unique values
0 missing
pixel-00632numeric42679 unique values
0 missing
pixel-00888numeric48824 unique values
0 missing
pixel-01144numeric47824 unique values
0 missing
pixel-01400numeric47910 unique values
0 missing
pixel-00121numeric44772 unique values
0 missing
pixel-00377numeric45558 unique values
0 missing
pixel-00633numeric50055 unique values
0 missing
pixel-00889numeric48964 unique values
0 missing
pixel-01145numeric48950 unique values
0 missing
pixel-01401numeric48105 unique values
0 missing
pixel-00122numeric47816 unique values
0 missing
pixel-00378numeric48403 unique values
0 missing
pixel-00634numeric49194 unique values
0 missing
pixel-00890numeric48971 unique values
0 missing
pixel-01146numeric49197 unique values
0 missing
pixel-01402numeric48773 unique values
0 missing
pixel-00123numeric49029 unique values
0 missing
pixel-00379numeric49834 unique values
0 missing
pixel-00635numeric49590 unique values
0 missing
pixel-00891numeric47911 unique values
0 missing
pixel-01147numeric49066 unique values
0 missing
pixel-01403numeric48977 unique values
0 missing
pixel-00124numeric48750 unique values
0 missing
pixel-00380numeric49972 unique values
0 missing
pixel-00636numeric43648 unique values
0 missing
pixel-00892numeric48769 unique values
0 missing
pixel-01148numeric47741 unique values
0 missing
pixel-01404numeric48430 unique values
0 missing
pixel-00125numeric43503 unique values
0 missing
pixel-00381numeric45159 unique values
0 missing
pixel-00637numeric49852 unique values
0 missing
pixel-00893numeric49368 unique values
0 missing
pixel-01149numeric47017 unique values
0 missing
pixel-01405numeric46434 unique values
0 missing
pixel-00126numeric45294 unique values
0 missing
pixel-00382numeric46750 unique values
0 missing
pixel-00638numeric49364 unique values
0 missing
pixel-00894numeric49291 unique values
0 missing
pixel-01150numeric47279 unique values
0 missing
pixel-01406numeric46707 unique values
0 missing
pixel-00127numeric49012 unique values
0 missing
pixel-00383numeric49047 unique values
0 missing
pixel-00639numeric48732 unique values
0 missing
pixel-00895numeric48594 unique values
0 missing
pixel-01151numeric47481 unique values
0 missing
pixel-01407numeric47528 unique values
0 missing
pixel-00128numeric49099 unique values
0 missing
pixel-00384numeric49591 unique values
0 missing
pixel-00640numeric44830 unique values
0 missing
pixel-00896numeric47891 unique values
0 missing
pixel-01152numeric45942 unique values
0 missing
pixel-01408numeric49260 unique values
0 missing
pixel-00129numeric47359 unique values
0 missing
pixel-00385numeric46806 unique values
0 missing
pixel-00641numeric49890 unique values
0 missing
pixel-00897numeric49132 unique values
0 missing
pixel-01153numeric49469 unique values
0 missing
pixel-01409numeric45962 unique values
0 missing
pixel-00130numeric48229 unique values
0 missing
pixel-00386numeric49221 unique values
0 missing
pixel-00642numeric49703 unique values
0 missing
pixel-00898numeric49267 unique values
0 missing
pixel-01154numeric49468 unique values
0 missing
pixel-01410numeric48791 unique values
0 missing
pixel-00131numeric48269 unique values
0 missing
pixel-00387numeric49603 unique values
0 missing
pixel-00643numeric49666 unique values
0 missing
pixel-00899numeric48878 unique values
0 missing
pixel-01155numeric48480 unique values
0 missing
pixel-01411numeric49410 unique values
0 missing
pixel-00132numeric47731 unique values
0 missing
pixel-00388numeric49184 unique values
0 missing
pixel-00644numeric46729 unique values
0 missing
pixel-00900numeric47976 unique values
0 missing
pixel-01156numeric45100 unique values
0 missing
pixel-01412numeric48903 unique values
0 missing
pixel-00133numeric46343 unique values
0 missing
pixel-00389numeric44649 unique values
0 missing
pixel-00645numeric49696 unique values
0 missing
pixel-00901numeric46941 unique values
0 missing
pixel-01157numeric48401 unique values
0 missing
pixel-01413numeric43873 unique values
0 missing
pixel-00134numeric47413 unique values
0 missing
pixel-00390numeric47092 unique values
0 missing
pixel-00646numeric49662 unique values
0 missing
pixel-00902numeric46881 unique values
0 missing
pixel-01158numeric48622 unique values
0 missing
pixel-01414numeric48141 unique values
0 missing
pixel-00135numeric48798 unique values
0 missing
pixel-00391numeric49526 unique values
0 missing
pixel-00647numeric47277 unique values
0 missing
pixel-00903numeric47530 unique values
0 missing
pixel-01159numeric48463 unique values
0 missing
pixel-01415numeric49181 unique values
0 missing
pixel-00136numeric49384 unique values
0 missing
pixel-00392numeric49141 unique values
0 missing
pixel-00648numeric47302 unique values
0 missing
pixel-00904numeric46534 unique values
0 missing
pixel-01160numeric45817 unique values
0 missing
pixel-01416numeric49333 unique values
0 missing
pixel-00137numeric47914 unique values
0 missing
pixel-00393numeric48658 unique values
0 missing
pixel-00649numeric49020 unique values
0 missing
pixel-00905numeric49454 unique values
0 missing
pixel-01161numeric48828 unique values
0 missing
pixel-01417numeric42366 unique values
0 missing
pixel-00138numeric48288 unique values
0 missing
pixel-00394numeric49114 unique values
0 missing
pixel-00650numeric49052 unique values
0 missing
pixel-00906numeric50002 unique values
0 missing
pixel-01162numeric49075 unique values
0 missing
pixel-01418numeric48817 unique values
0 missing
pixel-00139numeric48350 unique values
0 missing
pixel-00395numeric48834 unique values
0 missing
pixel-00651numeric48565 unique values
0 missing
pixel-00907numeric49440 unique values
0 missing
pixel-01163numeric48675 unique values
0 missing
pixel-01419numeric49330 unique values
0 missing
pixel-00140numeric48059 unique values
0 missing
pixel-00396numeric48539 unique values
0 missing
pixel-00652numeric47955 unique values
0 missing
pixel-00908numeric46447 unique values
0 missing
pixel-01164numeric43950 unique values
0 missing
pixel-01420numeric48947 unique values
0 missing
pixel-00141numeric47021 unique values
0 missing
pixel-00397numeric48083 unique values
0 missing
pixel-00653numeric49623 unique values
0 missing
pixel-00909numeric48448 unique values
0 missing
pixel-01165numeric48241 unique values
0 missing
pixel-01421numeric40301 unique values
0 missing
pixel-00142numeric47993 unique values
0 missing
pixel-00398numeric49691 unique values
0 missing
pixel-00654numeric49675 unique values
0 missing
pixel-00910numeric48796 unique values
0 missing
pixel-01166numeric49446 unique values
0 missing
pixel-01422numeric48764 unique values
0 missing
pixel-00143numeric49183 unique values
0 missing
pixel-00399numeric49830 unique values
0 missing
pixel-00655numeric48187 unique values
0 missing
pixel-00911numeric48059 unique values
0 missing
pixel-01167numeric49357 unique values
0 missing
pixel-01423numeric49626 unique values
0 missing
pixel-00144numeric49258 unique values
0 missing
pixel-00400numeric48787 unique values
0 missing
pixel-00656numeric44091 unique values
0 missing
pixel-00912numeric47400 unique values
0 missing
pixel-01168numeric47748 unique values
0 missing
pixel-01424numeric48134 unique values
0 missing
pixel-00145numeric44605 unique values
0 missing
pixel-00401numeric47350 unique values
0 missing
pixel-00657numeric49942 unique values
0 missing
pixel-00913numeric48907 unique values
0 missing
pixel-01169numeric48983 unique values
0 missing
pixel-01425numeric47855 unique values
0 missing
pixel-00146numeric48807 unique values
0 missing
pixel-00402numeric49822 unique values
0 missing
pixel-00658numeric50150 unique values
0 missing
pixel-00914numeric49052 unique values
0 missing
pixel-01170numeric49464 unique values
0 missing
pixel-01426numeric49012 unique values
0 missing
pixel-00147numeric49267 unique values
0 missing
pixel-00403numeric50065 unique values
0 missing
pixel-00659numeric48546 unique values
0 missing
pixel-00915numeric48706 unique values
0 missing
pixel-01171numeric49548 unique values
0 missing
pixel-01427numeric49217 unique values
0 missing
pixel-00148numeric48590 unique values
0 missing
pixel-00404numeric48926 unique values
0 missing
pixel-00660numeric43943 unique values
0 missing
pixel-00916numeric47714 unique values
0 missing
pixel-01172numeric47714 unique values
0 missing
pixel-01428numeric48803 unique values
0 missing
pixel-00149numeric43015 unique values
0 missing
pixel-00405numeric46407 unique values
0 missing
pixel-00661numeric49735 unique values
0 missing
pixel-00917numeric46804 unique values
0 missing
pixel-01173numeric47015 unique values
0 missing
pixel-01429numeric45953 unique values
0 missing
pixel-00150numeric47417 unique values
0 missing
pixel-00406numeric47130 unique values
0 missing
pixel-00662numeric49540 unique values
0 missing
pixel-00918numeric46720 unique values
0 missing
pixel-01174numeric47891 unique values
0 missing
pixel-01430numeric46903 unique values
0 missing
pixel-00151numeric49334 unique values
0 missing
pixel-00407numeric49077 unique values
0 missing
pixel-00663numeric47847 unique values
0 missing
pixel-00919numeric47097 unique values
0 missing
pixel-01175numeric48032 unique values
0 missing
pixel-01431numeric47562 unique values
0 missing
pixel-00152numeric49651 unique values
0 missing
pixel-00408numeric46744 unique values
0 missing
pixel-00664numeric47164 unique values
0 missing
pixel-00920numeric46533 unique values
0 missing
pixel-01176numeric47902 unique values
0 missing
pixel-01432numeric47725 unique values
0 missing
pixel-00153numeric46759 unique values
0 missing
pixel-00409numeric49174 unique values
0 missing
pixel-00665numeric48980 unique values
0 missing
pixel-00921numeric49469 unique values
0 missing
pixel-01177numeric46437 unique values
0 missing
pixel-01433numeric46877 unique values
0 missing
pixel-00154numeric48560 unique values
0 missing
pixel-00410numeric49117 unique values
0 missing
pixel-00666numeric49294 unique values
0 missing
pixel-00922numeric49818 unique values
0 missing
pixel-01178numeric48708 unique values
0 missing
pixel-01434numeric48683 unique values
0 missing
pixel-00155numeric49463 unique values
0 missing
pixel-00411numeric49378 unique values
0 missing
pixel-00667numeric48193 unique values
0 missing
pixel-00923numeric48966 unique values
0 missing
pixel-01179numeric49341 unique values
0 missing
pixel-01435numeric48824 unique values
0 missing
pixel-00156numeric49224 unique values
0 missing
pixel-00412numeric47027 unique values
0 missing
pixel-00668numeric47396 unique values
0 missing
pixel-00924numeric46593 unique values
0 missing
pixel-01180numeric47551 unique values
0 missing
pixel-01436numeric48552 unique values
0 missing
pixel-00157numeric45178 unique values
0 missing
pixel-00413numeric48257 unique values
0 missing
pixel-00669numeric49667 unique values
0 missing
pixel-00925numeric48130 unique values
0 missing
pixel-01181numeric44934 unique values
0 missing
pixel-01437numeric44281 unique values
0 missing
pixel-00158numeric48036 unique values
0 missing
pixel-00414numeric49585 unique values
0 missing
pixel-00670numeric49579 unique values
0 missing
pixel-00926numeric48427 unique values
0 missing
pixel-01182numeric48832 unique values
0 missing
pixel-01438numeric46764 unique values
0 missing
pixel-00159numeric49590 unique values
0 missing
pixel-00415numeric48909 unique values
0 missing
pixel-00671numeric48404 unique values
0 missing
pixel-00927numeric47381 unique values
0 missing
pixel-01183numeric49024 unique values
0 missing
pixel-01439numeric47783 unique values
0 missing
pixel-00160numeric49335 unique values
0 missing
pixel-00416numeric49154 unique values
0 missing
pixel-00672numeric49144 unique values
0 missing
pixel-00928numeric43401 unique values
0 missing
pixel-01184numeric48398 unique values
0 missing
pixel-01440numeric48895 unique values
0 missing
pixel-00161numeric48274 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
51839
Number of instances (rows) of the dataset.
NumberOfFeatures
1569
Number of attributes (columns) of the dataset.
NumberOfClasses
43
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
1568
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
4.65
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.04
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
2.1
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
0.24
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
0.52
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.72
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.13
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
270
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.07
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
0
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
3.67
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanMeansOfNumericAtts
0.11
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
1.11
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.09
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.77
Average class difference between consecutive instances.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
ClassEntropy
5.02
Entropy of the target attribute values.
MeanNominalAttDistinctValues
43
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
2.44
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
0.03
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
1.64
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
0.1
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MajorityClassPercentage
5.79
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
0.11
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
3000
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
1.58
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.54
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.11
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
29.25
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
0.02
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxMeansOfNumericAtts
0.35
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
5.1
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
43
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.94
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
0.14
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
43
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-0.56
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.06
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Show all 62 properties

13 tasks

Supervised Classification on GTSRB-HOG02
0 runs - estimation_procedure: 33% Holdout set - target_feature: class
Supervised Classification on GTSRB-HOG02
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
Learning Curve on GTSRB-HOG02
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
Learning Curve on GTSRB-HOG02
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
Supervised Data Stream Classification on GTSRB-HOG02
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: class
Clustering on GTSRB-HOG02
0 runs - estimation_procedure: 50 times Clustering
Clustering on GTSRB-HOG02
0 runs - estimation_procedure: 50 times Clustering
Clustering on GTSRB-HOG02
0 runs - estimation_procedure: 50 times Clustering
Clustering on GTSRB-HOG02
0 runs - estimation_procedure: 50 times Clustering
Clustering on GTSRB-HOG02
0 runs - estimation_procedure: 50 times Clustering
Clustering on GTSRB-HOG02
0 runs - estimation_procedure: 50 times Clustering
Clustering on GTSRB-HOG02
0 runs - estimation_procedure: 50 times Clustering
Clustering on GTSRB-HOG02
0 runs - estimation_procedure: 50 times Clustering
Define a new task