mediamill

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

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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	43907
Attributes	221
Inputs	120
Labels	101
Labelsets	6555
Single labelsets	4104
Max frequency	2363
Cardinality	4.3756
Density	0.0433
Mean IR	256.4047
SCUMBLE	0.3547
TCS	18.1906

Citation

Snoek, C. G. M.; Worring, M.; van Gemert, J. C.; Geusebroek, J. M.; Smeulders, A. W. M. (2006). The challenge problem for automated detection of 101 semantic concepts in multimedia.

@inproceedings{,
  title = "The challenge problem for automated detection of 101 semantic concepts in multimedia",
  author = "Snoek, C. G. M. and Worring, M. and van Gemert, J. C. and Geusebroek, J. M. and Smeulders, A. W. M.",
  booktitle = "Proc. 14th ACM International Conference on Multimedia, MULTIMEDIA06,
  year = "2006",
  pages = "421--430"
}

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

numeric Att1 numeric Att2 numeric Att3 numeric Att4 numeric Att5 numeric Att6 numeric Att7 numeric Att8 numeric Att9 numeric Att10 numeric Att11 numeric Att12 numeric Att13 numeric Att14 numeric Att15 numeric Att16 numeric Att17 numeric Att18 numeric Att19 numeric Att20 numeric Att21 numeric Att22 numeric Att23 numeric Att24 numeric Att25 numeric Att26 numeric Att27 numeric Att28 numeric Att29 numeric Att30 numeric Att31 numeric Att32 numeric Att33 numeric Att34 numeric Att35 numeric Att36 numeric Att37 numeric Att38 numeric Att39 numeric Att40 numeric Att41 numeric Att42 numeric Att43 numeric Att44 numeric Att45 numeric Att46 numeric Att47 numeric Att48 numeric Att49 numeric Att50 numeric Att51 numeric Att52 numeric Att53 numeric Att54 numeric Att55 numeric Att56 numeric Att57 numeric Att58 numeric Att59 numeric Att60 numeric Att61 numeric Att62 numeric Att63 numeric Att64 numeric Att65 numeric Att66 numeric Att67 numeric Att68 numeric Att69 numeric Att70 numeric Att71 numeric Att72 numeric Att73 numeric Att74 numeric Att75 numeric Att76 numeric Att77 numeric Att78 numeric Att79 numeric Att80 numeric Att81 numeric Att82 numeric Att83 numeric Att84 numeric Att85 numeric Att86 numeric Att87 numeric Att88 numeric Att89 numeric Att90 numeric Att91 numeric Att92 numeric Att93 numeric Att94 numeric Att95 numeric Att96 numeric Att97 numeric Att98 numeric Att99 numeric Att100 numeric Att101 numeric Att102 numeric Att103 numeric Att104 numeric Att105 numeric Att106 numeric Att107 numeric Att108 numeric Att109 numeric Att110 numeric Att111 numeric Att112 numeric Att113 numeric Att114 numeric Att115 numeric Att116 numeric Att117 numeric Att118 numeric Att119 numeric Att120 binary Class1 binary Class2 binary Class3 binary Class4 binary Class5 binary Class6 binary Class7 binary Class8 binary Class9 binary Class10 binary Class11 binary Class12 binary Class13 binary Class14 binary Class15 binary Class16 binary Class17 binary Class18 binary Class19 binary Class20 binary Class21 binary Class22 binary Class23 binary Class24 binary Class25 binary Class26 binary Class27 binary Class28 binary Class29 binary Class30 binary Class31 binary Class32 binary Class33 binary Class34 binary Class35 binary Class36 binary Class37 binary Class38 binary Class39 binary Class40 binary Class41 binary Class42 binary Class43 binary Class44 binary Class45 binary Class46 binary Class47 binary Class48 binary Class49 binary Class50 binary Class51 binary Class52 binary Class53 binary Class54 binary Class55 binary Class56 binary Class57 binary Class58 binary Class59 binary Class60 binary Class61 binary Class62 binary Class63 binary Class64 binary Class65 binary Class66 binary Class67 binary Class68 binary Class69 binary Class70 binary Class71 binary Class72 binary Class73 binary Class74 binary Class75 binary Class76 binary Class77 binary Class78 binary Class79 binary Class80

(21 more attributes)

Class1 SCUMBLE 0.6185 Class2 SCUMBLE 0.9004 Class3 SCUMBLE 0.4022 Class4 SCUMBLE 0.6798 Class5 SCUMBLE 0.7601 Class6 SCUMBLE 0.8965 Class7 SCUMBLE 0.6974 Class8 SCUMBLE 0.9165 Class9 SCUMBLE 0.8683 Class10 SCUMBLE 0.7223 Class11 SCUMBLE 0.6458 Class12 SCUMBLE 0.4029 Class13 SCUMBLE 0.7129 Class14 SCUMBLE 0.6735 Class15 SCUMBLE 0.9205 Class16 SCUMBLE 0.8899 Class17 SCUMBLE 0.3711 Class18 SCUMBLE 0.5892 Class19 SCUMBLE 0.7832 Class20 SCUMBLE 0.5904 Class21 SCUMBLE 0.9122 Class22 SCUMBLE 0.5902 Class23 SCUMBLE 0.6201 Class24 SCUMBLE 0.8924 Class25 SCUMBLE 0.4325 Class26 SCUMBLE 0.8697 Class27 SCUMBLE 0.6232 Class28 SCUMBLE 0.5647 Class29 SCUMBLE 0.8903 Class30 SCUMBLE 0.7323 Class31 SCUMBLE 0.9007 Class32 SCUMBLE 0.3291 Class33 SCUMBLE 0.6849 Class34 SCUMBLE 0.3891 Class35 SCUMBLE 0.5049 Class36 SCUMBLE 0.7492 Class37 SCUMBLE 0.68 Class38 SCUMBLE 0.6907 Class39 SCUMBLE 0.6896 Class40 SCUMBLE 0.5621 Class41 SCUMBLE 0.798 Class42 SCUMBLE 0.7694 Class43 SCUMBLE 0.8321 Class44 SCUMBLE 0.5577 Class45 SCUMBLE 0.4811 Class46 SCUMBLE 0.6731 Class47 SCUMBLE 0.9542 Class48 SCUMBLE 0.8657 Class49 SCUMBLE 0.8646 Class50 SCUMBLE 0.767 Class51 SCUMBLE 0.8538 Class52 SCUMBLE 0.4548 Class53 SCUMBLE 0.8836 Class54 SCUMBLE 0.8259 Class55 SCUMBLE 0.4953 Class56 SCUMBLE 0.5675 Class57 SCUMBLE 0.5318 Class58 SCUMBLE 0.4427 Class59 SCUMBLE 0.5792 Class60 SCUMBLE 0.9229 Class61 SCUMBLE 0.5782 Class62 SCUMBLE 0.6498 Class63 SCUMBLE 0.8516 Class64 SCUMBLE 0.8458 Class65 SCUMBLE 0.6422 Class66 SCUMBLE 0.4224 Class67 SCUMBLE 0.3532 Class68 SCUMBLE 0.3909 Class69 SCUMBLE 0.5052 Class70 SCUMBLE 0.6725 Class71 SCUMBLE 0.8795 Class72 SCUMBLE 0.8589 Class73 SCUMBLE 0.8772 Class74 SCUMBLE 0.8837 Class75 SCUMBLE 0.8855 Class76 SCUMBLE 0.3951 Class77 SCUMBLE 0.597 Class78 SCUMBLE 0.9522 Class79 SCUMBLE 0.4552 Class80 SCUMBLE 0.5407 Class81 SCUMBLE 0.6796 Class82 SCUMBLE 0.572 Class83 SCUMBLE 0.7656 Class84 SCUMBLE 0.6905 Class85 SCUMBLE 0.4023 Class86 SCUMBLE 0.9244 Class87 SCUMBLE 0.7456 Class88 SCUMBLE 0.8858 Class89 SCUMBLE 0.7985 Class90 SCUMBLE 0.9166 Class91 SCUMBLE 0.6147 Class92 SCUMBLE 0.6375 Class93 SCUMBLE 0.5406 Class94 SCUMBLE 0.384 Class95 SCUMBLE 0.5381 Class96 SCUMBLE 0.4662 Class97 SCUMBLE 0.5111 Class98 SCUMBLE 0.4764 Class99 SCUMBLE 0.6294 Class100 SCUMBLE 0.875 Class101 SCUMBLE 0.6474

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