nuswide_VLAD

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

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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	269648
Attributes	210
Inputs	129
Labels	81
Labelsets	18430
Single labelsets	11378
Max frequency	60301
Cardinality	1.8685
Density	0.0231
Mean IR	95.1187
SCUMBLE	0.171
TCS	19.076

Citation

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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

string image_name numeric CSURFI-128_0 numeric CSURFI-128_1 numeric CSURFI-128_2 numeric CSURFI-128_3 numeric CSURFI-128_4 numeric CSURFI-128_5 numeric CSURFI-128_6 numeric CSURFI-128_7 numeric CSURFI-128_8 numeric CSURFI-128_9 numeric CSURFI-128_10 numeric CSURFI-128_11 numeric CSURFI-128_12 numeric CSURFI-128_13 numeric CSURFI-128_14 numeric CSURFI-128_15 numeric CSURFI-128_16 numeric CSURFI-128_17 numeric CSURFI-128_18 numeric CSURFI-128_19 numeric CSURFI-128_20 numeric CSURFI-128_21 numeric CSURFI-128_22 numeric CSURFI-128_23 numeric CSURFI-128_24 numeric CSURFI-128_25 numeric CSURFI-128_26 numeric CSURFI-128_27 numeric CSURFI-128_28 numeric CSURFI-128_29 numeric CSURFI-128_30 numeric CSURFI-128_31 numeric CSURFI-128_32 numeric CSURFI-128_33 numeric CSURFI-128_34 numeric CSURFI-128_35 numeric CSURFI-128_36 numeric CSURFI-128_37 numeric CSURFI-128_38 numeric CSURFI-128_39 numeric CSURFI-128_40 numeric CSURFI-128_41 numeric CSURFI-128_42 numeric CSURFI-128_43 numeric CSURFI-128_44 numeric CSURFI-128_45 numeric CSURFI-128_46 numeric CSURFI-128_47 numeric CSURFI-128_48 numeric CSURFI-128_49 numeric CSURFI-128_50 numeric CSURFI-128_51 numeric CSURFI-128_52 numeric CSURFI-128_53 numeric CSURFI-128_54 numeric CSURFI-128_55 numeric CSURFI-128_56 numeric CSURFI-128_57 numeric CSURFI-128_58 numeric CSURFI-128_59 numeric CSURFI-128_60 numeric CSURFI-128_61 numeric CSURFI-128_62 numeric CSURFI-128_63 numeric CSURFI-128_64 numeric CSURFI-128_65 numeric CSURFI-128_66 numeric CSURFI-128_67 numeric CSURFI-128_68 numeric CSURFI-128_69 numeric CSURFI-128_70 numeric CSURFI-128_71 numeric CSURFI-128_72 numeric CSURFI-128_73 numeric CSURFI-128_74 numeric CSURFI-128_75 numeric CSURFI-128_76 numeric CSURFI-128_77 numeric CSURFI-128_78 numeric CSURFI-128_79 numeric CSURFI-128_80 numeric CSURFI-128_81 numeric CSURFI-128_82 numeric CSURFI-128_83 numeric CSURFI-128_84 numeric CSURFI-128_85 numeric CSURFI-128_86 numeric CSURFI-128_87 numeric CSURFI-128_88 numeric CSURFI-128_89 numeric CSURFI-128_90 numeric CSURFI-128_91 numeric CSURFI-128_92 numeric CSURFI-128_93 numeric CSURFI-128_94 numeric CSURFI-128_95 numeric CSURFI-128_96 numeric CSURFI-128_97 numeric CSURFI-128_98 numeric CSURFI-128_99 numeric CSURFI-128_100 numeric CSURFI-128_101 numeric CSURFI-128_102 numeric CSURFI-128_103 numeric CSURFI-128_104 numeric CSURFI-128_105 numeric CSURFI-128_106 numeric CSURFI-128_107 numeric CSURFI-128_108 numeric CSURFI-128_109 numeric CSURFI-128_110 numeric CSURFI-128_111 numeric CSURFI-128_112 numeric CSURFI-128_113 numeric CSURFI-128_114 numeric CSURFI-128_115 numeric CSURFI-128_116 numeric CSURFI-128_117 numeric CSURFI-128_118 numeric CSURFI-128_119 numeric CSURFI-128_120 numeric CSURFI-128_121 numeric CSURFI-128_122 numeric CSURFI-128_123 numeric CSURFI-128_124 numeric CSURFI-128_125 numeric CSURFI-128_126 numeric CSURFI-128_127 binary airport binary animal binary beach binary bear binary birds binary boats binary book binary bridge binary buildings binary cars binary castle binary cat binary cityscape binary clouds binary computer binary coral binary cow binary dancing binary dog binary earthquake binary elk binary fire binary fish binary flags binary flowers binary food binary fox binary frost binary garden binary glacier binary grass binary harbor binary horses binary house binary lake binary leaf binary map binary military binary moon binary mountain binary nighttime binary ocean binary person binary plane binary plants binary police binary protest binary railroad binary rainbow binary reflection binary road binary rocks binary running binary sand binary sign binary sky binary snow binary soccer binary sports binary statue binary street binary sun binary sunset binary surf binary swimmers binary tattoo binary temple binary tiger binary tower binary town binary toy

(10 more attributes)

airport SCUMBLE 0.6004 animal SCUMBLE 0.295 beach SCUMBLE 0.3841 bear SCUMBLE 0.5774 birds SCUMBLE 0.4115 boats SCUMBLE 0.4198 book SCUMBLE 0.0953 bridge SCUMBLE 0.4614 buildings SCUMBLE 0.3078 cars SCUMBLE 0.3881 castle SCUMBLE 0.7384 cat SCUMBLE 0.4742 cityscape SCUMBLE 0.484 clouds SCUMBLE 0.3367 computer SCUMBLE 0.2562 coral SCUMBLE 0.4825 cow SCUMBLE 0.7243 dancing SCUMBLE 0.5835 dog SCUMBLE 0.4778 earthquake SCUMBLE 0.7496 elk SCUMBLE 0.698 fire SCUMBLE 0.4531 fish SCUMBLE 0.5283 flags SCUMBLE 0.5568 flowers SCUMBLE 0.1073 food SCUMBLE 0.0532 fox SCUMBLE 0.6671 frost SCUMBLE 0.4427 garden SCUMBLE 0.3572 glacier SCUMBLE 0.6661 grass SCUMBLE 0.283 harbor SCUMBLE 0.7256 horses SCUMBLE 0.5787 house SCUMBLE 0.3921 lake SCUMBLE 0.3301 leaf SCUMBLE 0.3195 map SCUMBLE 0.0563 military SCUMBLE 0.4432 moon SCUMBLE 0.6046 mountain SCUMBLE 0.408 nighttime SCUMBLE 0.3554 ocean SCUMBLE 0.3477 person SCUMBLE 0.1509 plane SCUMBLE 0.4979 plants SCUMBLE 0.194 police SCUMBLE 0.5156 protest SCUMBLE 0.6314 railroad SCUMBLE 0.4976 rainbow SCUMBLE 0.8136 reflection SCUMBLE 0.3343 road SCUMBLE 0.2748 rocks SCUMBLE 0.3488 running SCUMBLE 0.7108 sand SCUMBLE 0.4816 sign SCUMBLE 0.2808 sky SCUMBLE 0.3399 snow SCUMBLE 0.3515 soccer SCUMBLE 0.8372 sports SCUMBLE 0.5684 statue SCUMBLE 0.3476 street SCUMBLE 0.3884 sun SCUMBLE 0.4439 sunset SCUMBLE 0.3762 surf SCUMBLE 0.8642 swimmers SCUMBLE 0.7604 tattoo SCUMBLE 0.5772 temple SCUMBLE 0.4404 tiger SCUMBLE 0.7127 tower SCUMBLE 0.4987 town SCUMBLE 0.4269 toy SCUMBLE 0.1164 train SCUMBLE 0.4876 tree SCUMBLE 0.3176 valley SCUMBLE 0.4242 vehicle SCUMBLE 0.3075 water SCUMBLE 0.3241 waterfall SCUMBLE 0.6423 wedding SCUMBLE 0.494 whales SCUMBLE 0.7914 window SCUMBLE 0.2209 zebra SCUMBLE 0.7911

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