corel5k - Cometa

corel5k

mldr.datasets::get.mldr("corel5k")

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Full dataset

MULAN/MEKA (.arff) MULAN (.xml) LibSVM KEEL mldr

Partitions: select your desired partitioning strategy, validation and format

	Random	Stratified	Iterative stratified
Hold out	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr
2x5-fold cross validation	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr
10-fold cross validation	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr

Summary

Instances	5000
Attributes	873
Inputs	499
Labels	374
Labelsets	3175
Single labelsets	2523
Max frequency	55
Cardinality	3.522
Density	0.0094
Mean IR	189.5676
SCUMBLE	0.3941
TCS	20.1999

Citation

Duygulu, P.; Barnard, K.; de Freitas, J.F.G.; Forsyth, D.A. (2002). Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary. In Computer Vision, ECCV 2002, 97-112.

@incollection{,
  title="Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary",
  author="Duygulu, P. and Barnard, K. and de Freitas, J.F.G. and Forsyth, D.A.",
  year="2002",
  booktitle="Computer Vision, ECCV 2002",
  volume="2353",
  series="LNCS",
  pages="97-112"
}

Concurrence plot

In this concurrence plot, sectors represent labels and links between them depict label co-occurrences. SCUMBLE is a measure designed to assess the concurrence among imbalanced labels.

Attributes

all attributes labels

binary Cluster1 binary Cluster2 binary Cluster3 binary Cluster4 binary Cluster5 binary Cluster6 binary Cluster7 binary Cluster8 binary Cluster9 binary Cluster10 binary Cluster11 binary Cluster12 binary Cluster13 binary Cluster14 binary Cluster15 binary Cluster16 binary Cluster17 binary Cluster18 binary Cluster19 binary Cluster20 binary Cluster21 binary Cluster22 binary Cluster23 binary Cluster24 binary Cluster25 binary Cluster26 binary Cluster27 binary Cluster28 binary Cluster29 binary Cluster30 binary Cluster31 binary Cluster32 binary Cluster33 binary Cluster34 binary Cluster35 binary Cluster36 binary Cluster37 binary Cluster38 binary Cluster39 binary Cluster40 binary Cluster41 binary Cluster42 binary Cluster43 binary Cluster44 binary Cluster45 binary Cluster46 binary Cluster47 binary Cluster48 binary Cluster49 binary Cluster50 binary Cluster51 binary Cluster52 binary Cluster53 binary Cluster54 binary Cluster55 binary Cluster56 binary Cluster57 binary Cluster58 binary Cluster59 binary Cluster60 binary Cluster61 binary Cluster62 binary Cluster63 binary Cluster64 binary Cluster65 binary Cluster66 binary Cluster67 binary Cluster68 binary Cluster69 binary Cluster70 binary Cluster71 binary Cluster72 binary Cluster73 binary Cluster74 binary Cluster75 binary Cluster76 binary Cluster77 binary Cluster78 binary Cluster79 binary Cluster80 binary Cluster81 binary Cluster82 binary Cluster83 binary Cluster84 binary Cluster85 binary Cluster86 binary Cluster87 binary Cluster88 binary Cluster89 binary Cluster90 binary Cluster91 binary Cluster92 binary Cluster93 binary Cluster94 binary Cluster95 binary Cluster96 binary Cluster97 binary Cluster98 binary Cluster99 binary Cluster100 binary Cluster101 binary Cluster102 binary Cluster103 binary Cluster104 binary Cluster105 binary Cluster106 binary Cluster107 binary Cluster108 binary Cluster109 binary Cluster110 binary Cluster111 binary Cluster112 binary Cluster113 binary Cluster114 binary Cluster115 binary Cluster116 binary Cluster117 binary Cluster118 binary Cluster119 binary Cluster120 binary Cluster121 binary Cluster122 binary Cluster123 binary Cluster124 binary Cluster125 binary Cluster126 binary Cluster127 binary Cluster128 binary Cluster129 binary Cluster130 binary Cluster131 binary Cluster132 binary Cluster133 binary Cluster134 binary Cluster135 binary Cluster136 binary Cluster137 binary Cluster138 binary Cluster139 binary Cluster140 binary Cluster141 binary Cluster142 binary Cluster143 binary Cluster144 binary Cluster145 binary Cluster146 binary Cluster147 binary Cluster148 binary Cluster149 binary Cluster150 binary Cluster151 binary Cluster152 binary Cluster153 binary Cluster154 binary Cluster155 binary Cluster156 binary Cluster157 binary Cluster158 binary Cluster159 binary Cluster160 binary Cluster161 binary Cluster162 binary Cluster163 binary Cluster164 binary Cluster165 binary Cluster166 binary Cluster167 binary Cluster168 binary Cluster169 binary Cluster170 binary Cluster171 binary Cluster172 binary Cluster173 binary Cluster174 binary Cluster175 binary Cluster176 binary Cluster177 binary Cluster178 binary Cluster179 binary Cluster180 binary Cluster181 binary Cluster182 binary Cluster183 binary Cluster184 binary Cluster185 binary Cluster186 binary Cluster187 binary Cluster188 binary Cluster189 binary Cluster190 binary Cluster191 binary Cluster192 binary Cluster193 binary Cluster194 binary Cluster195 binary Cluster196 binary Cluster197 binary Cluster198 binary Cluster199 binary Cluster200

(673 more attributes)

city SCUMBLE 0.3671 mountain SCUMBLE 0.3532 sky SCUMBLE 0.4514 sun SCUMBLE 0.4066 water SCUMBLE 0.4636 clouds SCUMBLE 0.3301 tree SCUMBLE 0.4761 bay SCUMBLE 0.6552 lake SCUMBLE 0.6782 sea SCUMBLE 0.384 beach SCUMBLE 0.3873 boats SCUMBLE 0.4382 people SCUMBLE 0.4872 branch SCUMBLE 0.2849 leaf SCUMBLE 0.208 grass SCUMBLE 0.4155 plain SCUMBLE 0.7373 palm SCUMBLE 0.5346 horizon SCUMBLE 0.3976 shell SCUMBLE 0.7959 hills SCUMBLE 0.3819 waves SCUMBLE 0.4297 birds SCUMBLE 0.3332 land SCUMBLE 0.6013 dog SCUMBLE 0.6867 bridge SCUMBLE 0.3479 ships SCUMBLE 0.5853 buildings SCUMBLE 0.4256 fence SCUMBLE 0.3555 island SCUMBLE 0.5716 storm SCUMBLE 0.8371 peaks SCUMBLE 0.8526 jet SCUMBLE 0.2293 plane SCUMBLE 0.2972 runway SCUMBLE 0.3588 basket SCUMBLE 0.4911 flight SCUMBLE 0.5263 flag SCUMBLE 0.6373 helicopter SCUMBLE 0.6329 boeing SCUMBLE 0.8468 prop SCUMBLE 0.5563 f-16 SCUMBLE 0.6422 tails SCUMBLE 0.4854 smoke SCUMBLE 0.2644 formation SCUMBLE 0.4884 bear SCUMBLE 0.3389 polar SCUMBLE 0.2666 snow SCUMBLE 0.3281 tundra SCUMBLE 0.3199 ice SCUMBLE 0.2796 head SCUMBLE 0.3136 black SCUMBLE 0.4648 reflection SCUMBLE 0.4039 ground SCUMBLE 0.3569 forest SCUMBLE 0.3478 fall SCUMBLE 0.7465 river SCUMBLE 0.488 field SCUMBLE 0.3112 flowers SCUMBLE 0.3552 stream SCUMBLE 0.655 meadow SCUMBLE 0.4809 rocks SCUMBLE 0.4196 hillside SCUMBLE 0.5023 shrubs SCUMBLE 0.5383 close-up SCUMBLE 0.2495 grizzly SCUMBLE 0.4831 cubs SCUMBLE 0.4552 drum SCUMBLE 0.7917 log SCUMBLE 0.4523 hut SCUMBLE 0.5502 sunset SCUMBLE 0.3873 display SCUMBLE 0.29 plants SCUMBLE 0.2489 pool SCUMBLE 0.4502 coral SCUMBLE 0.2144 fan SCUMBLE 0.4171 anemone SCUMBLE 0.374 fish SCUMBLE 0.3098 ocean SCUMBLE 0.2401 diver SCUMBLE 0.9591 sunrise SCUMBLE 0.5734 face SCUMBLE 0.4301 sand SCUMBLE 0.3466 rainbow SCUMBLE 0.6852 farms SCUMBLE 0.5525 reefs SCUMBLE 0.1471 vegetation SCUMBLE 0.6429 house SCUMBLE 0.3785 village SCUMBLE 0.497 carvings SCUMBLE 0.606 path SCUMBLE 0.5436 wood SCUMBLE 0.3701 dress SCUMBLE 0.6783 coast SCUMBLE 0.416 sailboats SCUMBLE 0.8056 cat SCUMBLE 0.2879 tiger SCUMBLE 0.2732 bengal SCUMBLE 0.2534 fox SCUMBLE 0.4504 kit SCUMBLE 0.6898 run SCUMBLE 0.661 shadows SCUMBLE 0.3337 winter SCUMBLE 0.7371 autumn SCUMBLE 0.4839 cliff SCUMBLE 0.5344 bush SCUMBLE 0.4422 rockface SCUMBLE 0.481 pair SCUMBLE 0.6963 den SCUMBLE 0.5814 coyote SCUMBLE 0.453 light SCUMBLE 0.3309 arctic SCUMBLE 0.4372 shore SCUMBLE 0.4799 town SCUMBLE 0.435 road SCUMBLE 0.4234 chapel SCUMBLE 0.6914 moon SCUMBLE 0.8685 harbor SCUMBLE 0.5265 windmills SCUMBLE 0.636 restaurant SCUMBLE 0.4009 wall SCUMBLE 0.312 skyline SCUMBLE 0.3661 window SCUMBLE 0.3438 clothes SCUMBLE 0.603 shops SCUMBLE 0.3232 street SCUMBLE 0.3931 cafe SCUMBLE 0.8557 tables SCUMBLE 0.4402 nets SCUMBLE 0.6738 crafts SCUMBLE 0.7915 roofs SCUMBLE 0.4667 ruins SCUMBLE 0.2959 stone SCUMBLE 0.3219 cars SCUMBLE 0.2388 castle SCUMBLE 0.4307 courtyard SCUMBLE 0.3985 statue SCUMBLE 0.3797 stairs SCUMBLE 0.461 costume SCUMBLE 0.5474 sponges SCUMBLE 0.5469 sign SCUMBLE 0.3859 palace SCUMBLE 0.4093 paintings SCUMBLE 0.5402 sheep SCUMBLE 0.645 valley SCUMBLE 0.3331 balcony SCUMBLE 0.5528 post SCUMBLE 0.5909 gate SCUMBLE 0.548 plaza SCUMBLE 0.6453 festival SCUMBLE 0.8179 temple SCUMBLE 0.3775 sculpture SCUMBLE 0.3009 museum SCUMBLE 0.4888 hotel SCUMBLE 0.6221 art SCUMBLE 0.6104 fountain SCUMBLE 0.5493 market SCUMBLE 0.428 door SCUMBLE 0.3862 mural SCUMBLE 0.8152 garden SCUMBLE 0.4034 star SCUMBLE 0.6279 butterfly SCUMBLE 0.6994 angelfish SCUMBLE 0.7467 lion SCUMBLE 0.4949 cave SCUMBLE 0.6158 crab SCUMBLE 0.5387 grouper SCUMBLE 0.9041 pagoda SCUMBLE 0.6211 buddha SCUMBLE 0.3746 decoration SCUMBLE 0.6285 monastery SCUMBLE 0.5336 landscape SCUMBLE 0.409 detail SCUMBLE 0.5025 writing SCUMBLE 0.3655 sails SCUMBLE 0.8899 food SCUMBLE 0.3386 room SCUMBLE 0.3053 entrance SCUMBLE 0.5986 fruit SCUMBLE 0.4443 night SCUMBLE 0.4046 perch SCUMBLE 0.7525 cow SCUMBLE 0.4346 figures SCUMBLE 0.3904 facade SCUMBLE 0.5503 chairs SCUMBLE 0.6438 guard SCUMBLE 0.5989 pond SCUMBLE 0.6627 church SCUMBLE 0.4331 park SCUMBLE 0.4711 barn SCUMBLE 0.7116 arch SCUMBLE 0.3517 hats SCUMBLE 0.5308 cathedral SCUMBLE 0.7468 ceremony SCUMBLE 0.5411 crowd SCUMBLE 0.7657 glass SCUMBLE 0.4627 shrine SCUMBLE 0.3195 model SCUMBLE 0.8588 pillar SCUMBLE 0.299 carpet SCUMBLE 0.6674 monument SCUMBLE 0.7253 floor SCUMBLE 0.2273 vines SCUMBLE 0.5793 cottage SCUMBLE 0.6074 poppies SCUMBLE 0.6068 lawn SCUMBLE 0.5788 tower SCUMBLE 0.4534 vegetables SCUMBLE 0.6298 bench SCUMBLE 0.5907 rose SCUMBLE 0.7641 tulip SCUMBLE 0.4191 canal SCUMBLE 0.8002 cheese SCUMBLE 0.7777 railing SCUMBLE 0.9184 dock SCUMBLE 0.8238 horses SCUMBLE 0.1531 petals SCUMBLE 0.3513 umbrella SCUMBLE 0.6633 column SCUMBLE 0.5656 waterfalls SCUMBLE 0.5687 elephant SCUMBLE 0.5825 monks SCUMBLE 0.5797 pattern SCUMBLE 0.4986 interior SCUMBLE 0.4495 vendor SCUMBLE 0.7754 silhouette SCUMBLE 0.738 architecture SCUMBLE 0.6521 blossoms SCUMBLE 0.7529 athlete SCUMBLE 0.6107 parade SCUMBLE 0.8783 ladder SCUMBLE 0.9072 sidewalk SCUMBLE 0.8451 store SCUMBLE 0.5089 steps SCUMBLE 0.5605 relief SCUMBLE 0.4871 fog SCUMBLE 0.7856 frost SCUMBLE 0.3512 frozen SCUMBLE 0.3699 rapids SCUMBLE 0.9305 crystals SCUMBLE 0.456 spider SCUMBLE 0.7763 needles SCUMBLE 0.4956 stick SCUMBLE 0.5605 mist SCUMBLE 0.5178 doorway SCUMBLE 0.7412 vineyard SCUMBLE 0.7254 pottery SCUMBLE 0.3807 pots SCUMBLE 0.4937 military SCUMBLE 0.9694 designs SCUMBLE 0.7306 mushrooms SCUMBLE 0.6161 terrace SCUMBLE 0.7237 tent SCUMBLE 0.9286 bulls SCUMBLE 0.4008 giant SCUMBLE 0.4054 tortoise SCUMBLE 0.4162 wings SCUMBLE 0.5443 albatross SCUMBLE 0.5793 booby SCUMBLE 0.4329 nest SCUMBLE 0.2198 hawk SCUMBLE 0.8822 iguana SCUMBLE 0.337 lizard SCUMBLE 0.2779 marine SCUMBLE 0.337 penguin SCUMBLE 0.6788 deer SCUMBLE 0.4393 white-tailed SCUMBLE 0.4434 horns SCUMBLE 0.4301 slope SCUMBLE 0.5772 mule SCUMBLE 0.4066 fawn SCUMBLE 0.6262 antlers SCUMBLE 0.3797 elk SCUMBLE 0.4661 caribou SCUMBLE 0.453 herd SCUMBLE 0.4799 moose SCUMBLE 0.5033 clearing SCUMBLE 0.8928 mare SCUMBLE 0.105 foals SCUMBLE 0.1044 orchid SCUMBLE 0.8985 lily SCUMBLE 0.7443 stems SCUMBLE 0.3097 row SCUMBLE 0.694 chrysanthemums SCUMBLE 0.7576 blooms SCUMBLE 0.5528 cactus SCUMBLE 0.5614 saguaro SCUMBLE 0.7329 giraffe SCUMBLE 0.6892 zebra SCUMBLE 0.4873 tusks SCUMBLE 0.471 hands SCUMBLE 0.8538 train SCUMBLE 0.2435 desert SCUMBLE 0.3003 dunes SCUMBLE 0.4938 canyon SCUMBLE 0.4684 lighthouse SCUMBLE 0.754 mast SCUMBLE 0.9482 seals SCUMBLE 0.4998 texture SCUMBLE 0.6962 dust SCUMBLE 0.6714 pepper SCUMBLE 0.8933 swimmers SCUMBLE 0.4408 pyramid SCUMBLE 0.3664 mosque SCUMBLE 0.574 sphinx SCUMBLE 0.4762 truck SCUMBLE 0.7914 fly SCUMBLE 0.636 trunk SCUMBLE 0.6235 baby SCUMBLE 0.511 eagle SCUMBLE 0.8018 lynx SCUMBLE 0.5925 rodent SCUMBLE 0.5539 squirrel SCUMBLE 0.4956 goat SCUMBLE 0.7175 marsh SCUMBLE 0.7377 wolf SCUMBLE 0.6726 pack SCUMBLE 0.7135 dall SCUMBLE 0.6733 porcupine SCUMBLE 0.6828 whales SCUMBLE 0.8653 rabbit SCUMBLE 0.7189 tracks SCUMBLE 0.205 crops SCUMBLE 0.6293 animals SCUMBLE 0.8041 moss SCUMBLE 0.8592 trail SCUMBLE 0.8674 locomotive SCUMBLE 0.2078 railroad SCUMBLE 0.2154 vehicle SCUMBLE 0.79 aerial SCUMBLE 0.9278 range SCUMBLE 0.8241 insect SCUMBLE 0.8438 man SCUMBLE 0.5556 woman SCUMBLE 0.5706 rice SCUMBLE 0.7063 prayer SCUMBLE 0.3413 glacier SCUMBLE 0.9341 harvest SCUMBLE 0.9193 girl SCUMBLE 0.6334 indian SCUMBLE 0.5408 pole SCUMBLE 0.7327 dance SCUMBLE 0.7217 african SCUMBLE 0.7203 shirt SCUMBLE 0.7778 buddhist SCUMBLE 0.4988 tomb SCUMBLE 0.7988 outside SCUMBLE 0.5996 shade SCUMBLE 0.9556 formula SCUMBLE 0.2215 turn SCUMBLE 0.2314 straightaway SCUMBLE 0.3293 prototype SCUMBLE 0.2915 steel SCUMBLE 0.4569 scotland SCUMBLE 0.3894 ceiling SCUMBLE 0.238 furniture SCUMBLE 0.238 lichen SCUMBLE 0.9524 pups SCUMBLE 0.5039 antelope SCUMBLE 0.5389 pebbles SCUMBLE 0.8375 remains SCUMBLE 0.819 leopard SCUMBLE 0.9576 jeep SCUMBLE 0.2 calf SCUMBLE 0.7318 reptile SCUMBLE 0.444 snake SCUMBLE 0.5989 cougar SCUMBLE 0.8974 oahu SCUMBLE 0.5565 kauai SCUMBLE 0.5817 maui SCUMBLE 0.6333 school SCUMBLE 0.5451 canoe SCUMBLE 0.8347 race SCUMBLE 0.8347 hawaii SCUMBLE 0.5614

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